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Posted to commits@texera.apache.org by gi...@apache.org on 2026/08/09 16:47:10 UTC
(incubator-texera-site) branch publish updated: deploy: ac9e2438640073f953d9ac7218ced06a298c64c9
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The following commit(s) were added to refs/heads/publish by this push:
new d05913d4 deploy: ac9e2438640073f953d9ac7218ced06a298c64c9
d05913d4 is described below
commit d05913d432f06f9f4e4aa989552735f1a6b8cb72
Author: Yicong-Huang <Yi...@users.noreply.github.com>
AuthorDate: Sun Aug 9 16:47:02 2026 +0000
deploy: ac9e2438640073f953d9ac7218ced06a298c64c9
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<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch- [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-05f8b337ac67d6a88de8cd2f00723578>Texera Documentation</a></li><ul><li>1.1: <a href=#pg-e2799d0221b16dc524480559a7f41ad9>Overview</a></li><li>1.2: <a href=#pg-0a9ad4368741d82500f6f4838bd0b7da>Getting Started</a></li><ul><li>1.2.1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li [...]
-</span></span></code></pre></div></div><div class=td-content><h1 id=pg-4e72759521b66bc434c8cb98d685310d>1.2.1 - Install Texera</h1><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Docker [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/>Return to the regular view of this page</a>.</p></div><h1 class=title>Documentation</h1><ul><li>1: <a href=#pg-05f8b337ac67d6a88de8cd2f00723578>Texera Documentation</a></li><ul><li>1.1: <a href=#pg-e2799d0221b16dc524480559a7f41ad9>Overview</a></li><li>1.2: <a href=#pg-0a9ad4368741d82500f6f4838bd0b7da>Getting Started</a></li><ul><li>1.2.1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li [...]
+description: High-level overview of the Texera architecture, core concepts, and use cases.
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p><strong>Texera</strong> is an open-source system that supports collaborative data science at scale using Web-based workflows.</p></div><p>Texera combines powerful backend dataflow execution with an intuitive, drag-and-drop web interface. It allows users to build, execute, and share complex data workflows seamlessly across teams without worrying about t [...]
+weight: 20
+description: >
+Quick start guide for running Texera and accessing it through the browser.<a class=td-heading-self-link href=#quick-start-guide-for-running-texera-and-accessing-it-through-the-browser aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section helps you quickly configure and launch Texera, and access the user interface.</p></div><h2 id=launch-texera>Launch Texera<a class=td-heading-self-link href=#launch-texera aria-label="Heading self-link"></a></h2><p [...]
+</span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-4e72759521b66bc434c8cb98d685310d>1.2.1 - Install Texera</h1><hr><h2 id=weight-10>title: “Install Texera”
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Docker</a>.</p></li><li><p><strong>Kubern [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This document describes how to set up and run Texera on a single machine using “Docker Compose”.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>Before starting, make sure your computer meets the following requirements:</p><table><thead><tr><th>Resource Type</th><th>Minimum</th><th>Recommended</th> [...]
</span></span><span style=display:flex><span>docker compose version
</span></span></code></pre></div><p>You should see output messages like the following (your versions may be different):</p><pre tabindex=0><code>$ docker --version
Docker version 27.5.1, build 9f9e405
@@ -66,7 +73,8 @@ y // answer y to this prompt
lsof -i :9000
</code></pre><p>Stop the conflicting process, or change Texera’s ports following the instructions in <a href=/docs/latest/getting-started/installing-using-docker/#run-texera-on-other-ports>Advanced Settings > Run Texera on other ports</a>.</p><h3 id=volume-conflicts>Volume conflicts<a class=td-heading-self-link href=#volume-conflicts aria-label="Heading self-link"></a></h3><p>PostgreSQL only runs the database initialization scripts on first startup (when its data volume is empty). [...]
docker compose --profile examples up
-</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>1.2.3 - How to run Texera on local Kubernetes</h1><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites ar [...]
+</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>1.2.3 - How to run Texera on local Kubernetes</h1><hr><h2 id=weight-60>title: “How to run Texera on local Kubernetes”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites aria-label="Heading self-link"></a></h2><p>Before you begin, you will need a local Kubernetes cluster manager. We use <strong>Minikube</strong> in this instruction.</p><ol><li><a href=https://minikube.sigs. [...]
</span></span></code></pre></div></li><li>Verify that your node is running. You should see <code>minikube</code> in your node list when you run:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl get nodes
</span></span></code></pre></div></li><li><a href=https://helm.sh/docs/intro/install/>Install Helm</a>.</li><li>Install local path plugin:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl apply -f https://raw.githubusercontent.com/rancher/local-path-provisioner/master/deploy/local-path-storage.yaml
</span></span></code></pre></div></li></ol><hr><h2 id=2-install-texera-using-helm>2. Install Texera using Helm<a class=td-heading-self-link href=#2-install-texera-using-helm aria-label="Heading self-link"></a></h2><p>All the necessary Kubernetes files are located in the <code>bin/k8s</code> directory of this repository.</p><ol><li>Navigate to the <code>bin</code> directory:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code c [...]
@@ -93,14 +101,34 @@ docker compose --profile examples up
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>containers</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span>- <span style=color:#204a87;font-weight:700>name</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>texera-webserver</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>image</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>...</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>1.2.4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self [...]
+</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>1.2.4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><hr><h2 id=tags-installation-setup-developer>title: “Access/Login to Texera”
+date: 2025-10-29
+weight: 70
+description: >
+Instructions on how to install and set up Texera as a developer.
+categories: [Texera]
+tags: [installation, setup, developer]<a class=td-heading-self-link href=#tags-installation-setup-developer aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through</p><ul><li><a href=/docs/getting-started/installing-using-dock [...]
+date: 2025-10-29
+weight: 80
+description: >
+Explore Texera’s User Dashboard interface and its components.
+categories: [Texera]
+tags: [ui, dashboard, overview]<a class=td-heading-self-link href=#tags-ui-dashboard-overview aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Understand the layout and functionality of Texera’s User Dashboard.</p></div><h2 id=user-dashboard>User Dashboard<a class=td-heading-self-link href=#user-dashboard aria-label="Heading self-link"></a></h2><p>Once logged in, you should see the following page:</p><p><img src=/images/github-assets/baa3d599-99c6-401f-a7 [...]
+description: >
+Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section explains the foundational concepts behind Texera — the ideas, architecture, and components that make up the platform.</p></div><p>Understanding Texera conceptually helps both <strong>users</strong> and <strong>contributors</strong> get the most out of the system.</p><p>For end users, it provides background on how workflows and operators in [...]
+description: Step-by-step guides for building workflows and applications with Texera.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section provides complete, end-to-end tutorials that guide you through realistic Texera use cases — from building simple workflows to creating complex data analytics pipelines.</p></div><p>Texera tutorials help you learn by doing.<br>Each tutorial walks through a <strong>realistic workflow scenario</strong>, showing how to use Texera’s visual inte [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>Texera is an open-source system that supports collaborative data science at scale using Web-based workflows. This page includes instructions on how to install the system as a developer and do a simple workflow.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through <a href=/docs/gett [...]
<img src=/images/github-assets/ebcb10f7-3d25-4673-b908-7e2de2d3179e.png alt="Screenshot 2025-06-16 at 3 43 02 PM"></p><h3 id=user-dashboard-ui-overview>User Dashboard UI Overview<a class=td-heading-self-link href=#user-dashboard-ui-overview aria-label="Heading self-link"></a></h3><p>Once logged in, you should see the below page:
-<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This tutorial goes through the process of preparing data by creating dataset and creating a workflow to analyze data resided in the dataset using Texera.</p><p>More specifically, we are going to create a dataset named <code>Sales Dataset</code> which contains a file about the sales data of different types of merchandises for several countries. And the workflow will calculate the average sal [...]
<img src=/images/github-assets/e17631b3-bf58-442f-af19-00f0ab704acb.png alt="2024-03-05 22 00 43"></li></ul><p><strong>2. Read data in Workflow</strong></p><ul><li>On the left panel, go to the <code>environment</code> tab and click <code>Add Dataset</code> to add the <code>Sales Dataset</code> to current workflow. <code>CountrySalesData.csv</code> will be available to be previewed and loaded to the workflow.
<img src=/images/github-assets/45e98e6b-fe6a-405c-bd24-22ee28ee3716.png alt="2024-03-05 22 26 45">'</li><li>Drag and drop a <code>CSV File Scan</code> operator. On the right panel, input the file name <code>CountrySalesData.csv</code> and select the path from the drop down menu</li><li>Run the workflow, you should be able to see the loaded sales data.
<img src=/images/github-assets/77389a4c-dd73-4179-b8c0-ebf10241b182.png alt="2024-03-05 22 46 11"></li></ul><p><strong>3. Add operators to analyze data</strong></p><ul><li><p>Drag and drop a <code>Filter</code> operator to keep only the sales data in <code>Europe</code>
<img src=/images/github-assets/9b73fcaa-a7df-4efb-8189-4054a6bef527.png alt="2024-03-05 22 51 26"></p></li><li><p>Drag and drop a <code>Aggregate</code> operator to get the average sold units group by <code>Item Type</code>
-<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>1.4.3 - Guide to Use a Python UDF</h1><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offe [...]
+<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>1.4.3 - Guide to Use a Python UDF</h1><hr><h2 id=weight-30>title: “Guide to Use a Python UDF”
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offers comprehensive Python UDF APIs, enabling users to accomplish various tasks. This guide will delve into the usage of UDFs, breaking down the process step b [...]
Concepturally, a defined operator is executed as:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>operator</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>UDF</span><span style=color:#000;font-weight:700>()</span> <span style=color:#8f5902;font-style:italic># initialize a UDF operator</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>...</span> <span style=color:#8f5902;font-style:italic># some other initialization logic</span>
@@ -138,7 +166,7 @@ Currently, a UDF can only have exactly one output port. This means it cannot be
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@overrides</span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>produce</span><span style=color:#000;font-weight:700>(</span><span style=color:#3465a4>self</span><span style=color:#000;font-weight:700>)</span> <span style=color:#ce5c00;font-weight:700>-></span> <span style=color:#000>Iterator</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Union</span><span style=color:#000;font-weight:700>[</span [...]
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>yield</span>
-</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/Texera/texera/blob/master/core/amber/src/main/python/pytexera/udf/examples/generator_operator.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
+</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/apache/texera/blob/main/amber/src/main/python/pytexera/udf/examples/generator_operator_integer.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
This dependency is particularly useful to implement machine learning inference operators, where a machine learning model is sent into the 2-in UDF through the <code>model</code> port, and becomes an operator state, then the tuples are coming in through the <code>tuples</code> port to be processed by the model.</p><p>An example of 2-in UDF:</p><pre tabindex=0><code>class SVMClassifier(UDFOperatorV2):
@@ -151,7 +179,8 @@ This dependency is particularly useful to implement machine learning inference o
else: # tuples port
tuple_['pred'] = self.model.predict(tuple_['text'])
yield tuple_
-</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>1.4.4 - Guide to enable the LLM‐based Texera agent</h1><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://git [...]
+</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>1.4.4 - Guide to enable the LLM‐based Texera agent</h1><hr><h2 id=weight-40>title: “Guide to enable the LLM‐based Texera agent”
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://github.com/apache/texera/pull/4020</a>.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><ul><li>Already know how to setup Texera</li><li>Pyt [...]
</span></span></code></pre></div><h2 id=step-2-configure-api-keys>Step 2: Configure API Keys<a class=td-heading-self-link href=#step-2-configure-api-keys aria-label="Heading self-link"></a></h2><p>Set your LLM provider API key as an environment variable:</p><p><strong>For Anthropic (Claude):</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span [...]
</span></span></code></pre></div><p><strong>For OpenAI:</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>OPENAI_API_KEY</span><span style=color:#ce5c00;font-weight:700>=</span><your-openai-api-key>
</span></span></code></pre></div><blockquote><p>You can set multiple API keys if you want to use models from different providers.</p></blockquote><h2 id=step-3-start-litellm-service>Step 3: Start LiteLLM Service<a class=td-heading-self-link href=#step-3-start-litellm-service aria-label="Heading self-link"></a></h2><p>Start the LiteLLM proxy using the provided configuration:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><co [...]
@@ -176,35 +205,8 @@ This dependency is particularly useful to implement machine learning inference o
</span></span></code></pre></div><p>Alternatively, set environment variables:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_BASE_URL</span><span style=color:#ce5c00;font-weight:700>=</span>http://your-litellm-host:4000
</span></span><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_MASTER_KEY</span><span style=color:#ce5c00;font-weight:700>=</span>your-master-key
</span></span></code></pre></div><h2 id=step-6-start-texera-services>Step 6: Start Texera Services<a class=td-heading-self-link href=#step-6-start-texera-services aria-label="Heading self-link"></a></h2><p>Start the <strong>all</strong> Texera micro services, including the <code>AccessControlService</code>.</p><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>After opening any workflow, you should now see a robot icon at the bottom right [...]
-<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-f456322f35cb308c8d09a90a6f6a04c0>1.4.5 - Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</h1><p>This guide goes through the process of setting up Lakekeeper, which can be used as the REST Catalog service for Texera’s workflow result storage.</p><p>For more information of [...]
-</span></span></code></pre></div><p>Verify the installation by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>lakekeeper --version
-</span></span></code></pre></div><blockquote><p>Alternatively, you can download a pre-built binary from the <a href=https://github.com/lakekeeper/lakekeeper/releases>https://github.com/lakekeeper/lakekeeper/releases</a> and place it on your $PATH.</p></blockquote><h2 id=step-2-create-a-database-for-lakekeeper-in-postgres>Step 2: Create a Database for Lakekeeper in Postgres<a class=td-heading-self-link href=#step-2-create-a-database-for-lakekeeper-in-postgres aria-label="Heading self-link [...]
-</span></span></code></pre></div><h2 id=step-3-configure-the-bootstrap-script>Step 3: Configure the Bootstrap Script<a class=td-heading-self-link href=#step-3-configure-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Edit the <strong>User Configuration</strong> section at the top of <code>bin/bootstrap-lakekeeper.sh</code>.</p><p>First, set the PostgreSQL connection URLs used by Lakekeeper:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-si [...]
-</span></span></span><span style=display:flex><span><span style=color:#a40000>-LAKEKEEPER__PG_DATABASE_URL_WRITE=""
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_READ="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span><span style=display:flex><span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_WRITE="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span></code></pre></div><p>If you have customized storage-related values in <code>common/config/src/main/resources/storage.conf</code> (for example, the bucket name, S3 endpoint, or MinIO credentials), check the below environment variables in the script and modify their values accordingly:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span [...]
-</span></span><span style=display:flex><span> <span style=color:#8f5902;font-style:italic># if needed, update the default values after `:-` to match storage.conf</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>8181</span><span style=color:#000 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>us</span><span style=color:#000;font-weight:700>-west-2</span><span style=color:#4e9a06>}</span><span style=color:#4e9a0 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#000;font-weight:700>-iceberg</span><span style=color:#4e9a06>}</span><span style=c [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>9000</span><span style=color:#4e9a06>}</span><span style=co [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera_minio</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>password</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span></code></pre></div><h2 id=step-4-run-the-bootstrap-script>Step 4: Run the Bootstrap Script<a class=td-heading-self-link href=#step-4-run-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Run the following script in Texera repo:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>bash bin/bootstrap-lakekeeper.sh
-</span></span></code></pre></div><p>The script will:</p><ol><li>Start Lakekeeper if it’s not already running (on http://localhost:8181)</li><li>Bootstrap the Lakekeeper server (creates the default project)</li><li>Create the texera-iceberg bucket in MinIO if it doesn’t exist</li><li>Register the texera warehouse with Lakekeeper, pointing at that bucket</li></ol><h2 id=step-5-verify>Step 5: Verify<a class=td-heading-self-link href=#step-5-verify aria-label="Heading self-link"> [...]
-</span></span></code></pre></div><p>You should see a JSON response with <code>"health":"ok"</code>.</p><p>Verify that the warehouse has been created by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>curl http://localhost:8181/management/v1/warehouse
-</span></span></code></pre></div><p>You should see a warehouse in the response.</p><h2 id=step-6-switch-texera-to-use-the-rest-catalog>Step 6: Switch Texera to use the REST catalog<a class=td-heading-self-link href=#step-6-switch-texera-to-use-the-rest-catalog aria-label="Heading self-link"></a></h2><p>To make Texera actually use the Lakekeeper REST catalog you just set up, <code>edit common/config/src/main/resources/storage.conf</code>:</p><div class=highlight><pre tabindex=0 style=back [...]
-</span></span><span style=display:flex><span> iceberg {
-</span></span><span style=display:flex><span> catalog {
-</span></span><span style=display:flex><span><span style=color:#a40000>- type = postgres
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+ type = rest
-</span></span></span><span style=display:flex><span><span style=color:#00a000></span> ...
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span></code></pre></div><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>Lakekeeper is now your service of managing Iceberg RESTCatalog. Texera workflows that produce Iceberg results will write to the S3 bucket via the Iceberg RESTCatalog.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>1.4.6 - Migrate a Jupyter Notebook to a Texera Workflow</h1><p>This document provides [...]
+<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>1.4.5 - Migrate a Jupyter Notebook to a Texera Workflow</h1><hr><h2 id=weight-60>title: “Migrate a Jupyter Notebook to a Texera Workflow”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document provides guidelines on how to migrate a Jupyter notebook to a Texera workflow.</p><h2 id=1-overview>1. Overview<a class=td-heading-self-link href=#1-overview aria-label="Heading self-link"></a></h2><p>Jupyter Notebook is an open-source, browser-based environment for interactive computing that blends executable code with rich media in a single document. Work is organized into d [...]
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#000>file_path</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#4e9a06>'clean_tweets.csv'</span>
@@ -269,14 +271,508 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span> <span style=color:#000>length_stats</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>table</span><span style=color:#000;font-weight:700>[</span><span style=color:#4e9a06>'text_length'</span><span style=color:#000;font-weight:700>]</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>agg</span><span style=color:#000;font-weight:700>([</span><span style=color:#4e9a06>' [...]
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>yield</span> <span style=color:#000>length_stats</span>
</span></span></code></pre></div><img width=1600 height=757 alt="Screenshot 2025-07-10 at 9 38 24 PM" src=/images/github-assets/d246f929-e6b9-4828-afc2-4ae3eae92847.png><h3 id=step-4-annotate-some-operators-as-view-result-to-display-the-same-results-as-notebook>Step 4: Annotate some operators as ‘View Result’ to display the same results as Notebook<a class=td-heading-self-link href=#step-4-annotate-some-operators-as-view-result-to-display-the-same-results-as-notebook aria-label="Heading [...]
-<img width=1600 height=767 alt="Screenshot 2025-07-10 at 9 41 25 PM" src=/images/github-assets/9e600e5f-f2a9-41dc-a8a5-9f261d45ac43.png></p><h2 id=3-tips>3. Tips<a class=td-heading-self-link href=#3-tips aria-label="Heading self-link"></a></h2><ul><li><strong>Utilize Texera native operators as much as possible</strong></li></ul><p>Texera contains more than 110 built-in operators that cover data loading, cleaning, wrangling, visualization, and AI/ML. Replacing custom code with native oper [...]
+<img width=1600 height=767 alt="Screenshot 2025-07-10 at 9 41 25 PM" src=/images/github-assets/9e600e5f-f2a9-41dc-a8a5-9f261d45ac43.png></p><h2 id=3-tips>3. Tips<a class=td-heading-self-link href=#3-tips aria-label="Heading self-link"></a></h2><ul><li><strong>Utilize Texera native operators as much as possible</strong></li></ul><p>Texera contains more than 110 built-in operators that cover data loading, cleaning, wrangling, visualization, and AI/ML. Replacing custom code with native oper [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section contains detailed, low-level reference materials for Texera’s configuration, components, and internal modules.</p></div><p>The <strong>Reference</strong> section provides look-up documentation for developers and maintainers who need specific, technical information about Texera’s internals or environment.<br>Unlike the <a href=/docs/concept [...]
+description: “Complete reference for all Texera operators organized by category”
+weight: 1
+categories: [Documentation]
+tags: [operators, reference, index]<a class=td-heading-self-link href=#tags-operators-reference-index aria-label="Heading self-link"></a></h2><h2 id=quick-links>Quick Links<a class=td-heading-self-link href=#quick-links aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/parameters/>Parameter Reference</a> - ML parameter specifications</li></ul><hr><h2 id=operator-categories>Operator Categories<a class=td-heading-self-link href=#operator-categories ar [...]
+description: “Operators in the Data Input category”
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Input</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/>Arrow File Scan</a></td><td>Scan data from an Ar [...]
+description: “Scan data from an Arrow file”
+category: “Data Input”
+operator_type: “ArrowSource”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSV file”
+category: “Data Input”
+operator_type: “CSVFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSVOld file”
+category: “Data Input”
+operator_type: “CSVOldFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Select a dataset version and output one filename tuple per file”
+category: “Data Input”
+operator_type: “FileLister”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dataset</td [...]
+description: “Scan data from a file”
+category: “Data Input”
+operator_type: “FileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from file paths provided by input tuples”
+category: “Data Input”
+operator_type: “FileScanOp”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Encoding</t [...]
+description: “Scan data from a JSONL file”
+category: “Data Input”
+operator_type: “JSONLFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Source data from manually inputted text”
+category: “Data Input”
+operator_type: “TextInput”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Text</td><t [...]
+description: “Operators in the Database Connector category”
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Database Connector</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/>AsterixDB Sourc [...]
+description: “Read data from a AsterixDB instance”
+category: “Database Connector”
+operator_type: “AsterixDBSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a MySQL instance”
+category: “Database Connector”
+operator_type: “MySQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a PostgreSQL instance”
+category: “Database Connector”
+operator_type: “PostgreSQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Operators in the Search category”
+weight: 3
+categories: [Operators]
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Search</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/search/dictionary-matcher/>Dictionary matcher</a></td><td>Matches tuples if they appear [...]
+description: “Matches tuples if they appear in a given dictionary”
+category: “Search”
+operator_type: “DictionaryMatcher”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dictionary</td><td>✓</t [...]
+description: “Search for keyword(s) in a string column”
+category: “Search”
+operator_type: “KeywordSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Search a regular expression in a string column”
+category: “Search”
+operator_type: “Regex”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Case Insensitive</td><t [...]
+description: “Search for Substring(s) in a string column”
+category: “Search”
+operator_type: “SubstringSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Operators in the Data Cleaning category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Cleaning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/data-cleaning/join/>Join</a></li><li><a href=/docs/latest/reference/operators/data-cleaning/set/>Set</a></li><li><a href=/docs/lat [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Remove duplicate tuples”
+category: “Data Cleaning”
+operator_type: “Distinct”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../output-modes/#set-snapshot>Set Snapshot</a></td></ [...]
+description: “Performs a filter operation using OR between multiple predicates”
+category: “Data Cleaning”
+operator_type: “Filter”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Pr [...]
+description: “Limit the number of output rows”
+category: “Data Cleaning”
+operator_type: “Limit”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Li [...]
+description: “Keeps or drops the column”
+category: “Data Cleaning”
+operator_type: “Projection”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dr [...]
+description: “Cast between types”
+category: “Data Cleaning”
+operator_type: “TypeCasting”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ty [...]
+description: “Operators in the Machine Learning category”
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class=td-heading-self-link href=#tags-machine-learning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Machine Learning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a></li><li><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
+description: “Operators in the Utilities category”
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Utilities</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/utilities/random-k-sampling/>Random K Sampling</a></td><td>Random sampling with [...]
+description: “Random sampling with given percentage”
+category: “Utilities”
+operator_type: “RandomKSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Random K Sampl [...]
+description: “Reservoir Sampling with k items being kept randomly”
+category: “Utilities”
+operator_type: “ReservoirSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Number Of Item [...]
+description: “Split data to two different ports”
+category: “Utilities”
+operator_type: “Split”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Split Percenta [...]
+description: “Unnest the string values in the column separated by a delimiter to multiple values”
+category: “Utilities”
+operator_type: “UnnestString”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Delimiter</td> [...]
+description: “Operators in the External API category”
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > External API</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/external-api/reddit-search/>Reddit Search</a></td><td>Search for recen [...]
+description: “Search for recent posts with python-wrapped Reddit API, PRAW”
+category: “External API”
+operator_type: “RedditSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Clien [...]
+description: “Retrieve data from Twitter Full Archive Search API”
+category: “External API”
+operator_type: “TwitterFullArchiveSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Retrieve data from Twitter Search API”
+category: “External API”
+operator_type: “TwitterSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Fetch the content of a single URL”
+category: “External API”
+operator_type: “URLFetcher”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>URL</ [...]
+description: “Operators in the User-defined Functions category”
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class=td-heading-self-link href=#tags-user-defined-functions aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > User-defined Functions</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/user-defined-functions/python/>Python</a></li><li><a href=/docs/latest/reference/operators/user-defined [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.5.1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined funct [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.5.1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined funct [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -298,7 +794,19 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.5.1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or a [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.5.1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or a [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -320,7 +828,15 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>1.5.1.8.2 - Java</h1><div class=lead>Operators in the Java category< [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>1.5.1.8.2 - Java</h1><div class=lead>Operators in the Java category< [...]
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -335,7 +851,15 @@ This dependency is particularly useful to implement machine learning inference o
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>1.5.1.8.3 - R</h1><div class=lead>Operators in the R category [...]
+</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>1.5.1.8.3 - R</h1><div class=lead>Operators in the R category [...]
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -345,7 +869,11 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>1.5.1.8.3.2 - R UDF</h1><div class=lead>User-defined function operat [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>1.5.1.8.3.2 - R UDF</h1><div class=lead>User-defined function operat [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -355,28 +883,300 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function(tuple, port) {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (tuple)</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>1.5.1.9 - Visualization</h1><div class=lead>Operators in the Visuali [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>1.5.1.9 - Visualization</h1><div class=lead>Operators in the Visuali [...]
+description: “Operators in the Visualization category”
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Visualization</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/visualization/basic/>Basic</a></li><li><a href=/docs/latest/reference/operators/visualization/statistical/>Statistical</a></li><li [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize Data in a Depth Two Nested Table”
+category: “Visualization”
+operator_type: “NestedTable”
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ad [...]
+description: “Operators in the Control Block category”
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Control Block</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/control-block/if/>If</a></td><td>If</td></tr><tr><td><a href=/docs/ [...]
+description: “If”
+category: “Control Block”
+operator_type: “If”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Co [...]
+description: “Sleep n seconds between each tuple”
+category: “Control Block”
+operator_type: “Sleep”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Sl [...]
+description: “Reference for operator output port modes”
+weight: 12
+categories: [Reference]
+tags: [reference]<a class=td-heading-self-link href=#tags-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a></p><p>Texera operators emit data through output ports. Each port advertises a <strong>mode</strong> that describes how downstream operators should interpret the stream of tuples it produces.</p><h3 id=set-snapshot>Set Snapshot<a class=td-heading-self-link href=#set-snapshot aria-label="Heading self-link"></a></h3><p>The port <strong>re-em [...]
+description: “Complete reference for machine learning operator parameters”
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class=td-heading-self-link href=#tags-parameters-ml-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Home</a></p><h2 id=available-parameter-sets>Available Parameter Sets<a class=td-heading-self-link href=#available-parameter-sets aria-label="Heading self-link"></a></h2><table><thead><tr><th>Parameter Set</th><th>Used By</th><th>Operators</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/opera [...]
+description: “Hyperparameters accepted by SklearnAdvancedKNN”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/knn-classifier/>KNN Classifier</a></li><li><a href=../../machine [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVC”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-classifier/>SVM Classifier</a></li></ul><h2 id=parameters>Pa [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVR”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-regressor/>SVM Regressor</a></li></ul><h2 id=parameters>Para [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-ad3966a9e159fb80d68930e38e39069c>1.5.3 - Frontend</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-20>title: Frontend
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-9e5d009100f449e0b0ce059980fa8916>1.5.4 - Project Structure</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-30>title: Project Structure
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-c73f45a1294ed12f96df446a4392723e>1.5.5 - Storage</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-40>title: Storage
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-e283be383c24b281b22e46091820121d>1.5.6 - Configuration</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-50>title: Configuration
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-c4364e1bc073ac45ca67d03c4be70e64>1.6 - Contribution Guidelines</h1><div class=lead>How to contribute to Texera code and documentation.</div><hr><h2 id=tags-contributing-development-documentation-github-workflow>title: “Contribution Guidelines”
+description: “How to contribute to Texera code and documentation.”
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class=td-heading-self-link href=#tags-contributing-development-documentation-github-workflow aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>We follow a fork-based workflow and adopt the <a href=https://www.convent [...]
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafixAll
</span></span></code></pre></div></li><li>Run formatter:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtCheckAll
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtAll
-</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>cd</span> core
-</span></span><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
-</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, <code>core</code> for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class= [...]
+</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
+</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, the repo root for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=lang [...]
</span></span><span style=display:flex><span>ng <span style=color:#204a87>test</span> --watch<span style=color:#ce5c00;font-weight:700>=</span><span style=color:#204a87>false</span>
</span></span></code></pre></div></li><li>Format code:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>yarn format:fix
-</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
+</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership...
-</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/Texera/texera>Texera GitHub r [...]
-</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/Texera/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
-</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 11)
-</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311310><a href=mailto:Python@3.12>Python@3.12</a>/3.11/3.10<a class=td-heading-self-link href=#311310 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>O [...]
+</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/apache/texera>Texera GitHub r [...]
+</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/apache/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>We welcome interested developers to participate in the project and make contributions.</p><ol><li>Follow the instructions at <a href=https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node>https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node</a> to install Texera on your laptop using Docker. Get familiar with the system as a user.</li><li>Follow the step [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><h2 id=0-requirements>0. Requirements<a class=td-heading-self-link href=#0-requirements aria-label="Heading self-link"></a></h2><h4 id=java-17-jdk><strong>Java 17 JDK</strong><a class=td-heading-self-link href=#java-17-jdk aria-label="Heading self-link"></a></h4><p>Install <code>Java JDK 17 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code [...]
+</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 17)
+</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311><a href=mailto:Python@3.12>Python@3.12</a>/3.11<a class=td-heading-self-link href=#311 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>On Windows, insta [...]
</span></span></span></code></pre></div><h4 id=sbt-scala-build-tool><strong>sbt (Scala Build Tool)</strong><a class=td-heading-self-link href=#sbt-scala-build-tool aria-label="Heading self-link"></a></h4><p>Install <code>sbt</code> for building the project. Please refer to <a href=https://www.scala-sbt.org/1.x/docs/Setup.html>sbt Reference Manual — Installing sbt</a>. We recommend you to use <a href=https://sdkman.io/install>sdkman</a> to install sbt.</p><p>Verify the installation by:</p [...]
-</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--18x><strong>node LTS Version > 18.x</strong><a class=td-heading-self-link href=#node-lts-version--18x aria-label="Heading self-link"></a></h4><p>Install an LTS version (not the latest) of <code>node</code>. Currently, we require LTS version > 18.x.</p><p>On Windows, install from <a href=https://nodejs.org/en/>https:// [...]
-</span></span></span></code></pre></div><h4 id=angular-16-cli><strong>Angular 16 Cli</strong><a class=td-heading-self-link href=#angular-16-cli aria-label="Heading self-link"></a></h4><p>Install the angular 16 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@16
+</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--24><strong>node LTS Version >= 24</strong><a class=td-heading-self-link href=#node-lts-version--24 aria-label="Heading self-link"></a></h4><p>Install an LTS version of <code>node</code>. Currently, we require version 24 or newer (see <code>engines</code> in <code>frontend/package.json</code>).</p><p>On Windows, instal [...]
+</span></span></span></code></pre></div><h4 id=angular-21-cli><strong>Angular 21 Cli</strong><a class=td-heading-self-link href=#angular-21-cli aria-label="Heading self-link"></a></h4><p>Install the angular 21 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@21
</span></span></span></code></pre></div><p>Verify the installation by:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>ng version
-</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
+</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
</span></span></span></code></pre></div><p>Do the following changes to the configuration files:</p><ul><li>Edit <code>common/config/src/main/resources/storage.conf</code> to use your Postgres credentials.</li></ul><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-diff data-lang=diff><span style=display:flex><span> jdbc {
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#a40000>- username = "postgres"
@@ -412,7 +1212,7 @@ org.eclipse.jetty.server.Server: Started
</span></span></span></code></pre></div><p>Ignore those warnings (warnings are usually marked in yellow color or start with <code>WARN</code>).</p><h3 id=launch-frontend-in-intellij-for-local-development>Launch Frontend in IntelliJ for local development<a class=td-heading-self-link href=#launch-frontend-in-intellij-for-local-development aria-label="Heading self-link"></a></h3><ol><li>Click on the Green Run button next to the <code>start</code> in <code>frontend/package.json</code>.</li>< [...]
You can also run frontend using command line:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>yarn start
</span></span></span></code></pre></div><h3 id=launch-frontend-in-the-production-environment>Launch Frontend in the production environment<a class=td-heading-self-link href=#launch-frontend-in-the-production-environment aria-label="Heading self-link"></a></h3><p>Run the following command</p><pre tabindex=0><code>yarn run build
-</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>config/s [...]
+</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>common/c [...]
Please don’t leave the permission setting blank. If the permission is missing for an endpoint, it will be @PermitAll by default.</li></ol><h3 id=windows-enable-long-paths><strong>Windows: enable long paths</strong><a class=td-heading-self-link href=#windows-enable-long-paths aria-label="Heading self-link"></a></h3><p>Some workflows create deep directories (e.g., when writing <code>metadata.json</code> via Python/ICEBERG). On Windows, this can exceed the legacy <code>MAX_PATH</code> [...]
</code></pre><p>Enable long paths support (per machine) by running PowerShell <strong>as Administrator</strong>:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>New-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <spa [...]
</span></span></code></pre></div><p>Verify the setting (expected value: <code>1</code>):</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>Get-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <span style=color:#000>-Name [...]
@@ -421,9 +1221,11 @@ Please don’t leave the permission setting blank. If the permission is miss
<a href=https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin>https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin</a></li></ul></li><li>Create the directory and place the binary:<pre tabindex=0><code>C:\hadoop\bin\winutils.exe
</code></pre></li><li>In IntelliJ, add this <strong>VM option</strong> to the <strong>FileService</strong> run configuration:<pre tabindex=0><code>-Dhadoop.home.dir="C:\hadoop"
</code></pre></li><li>(Optional) Also set a system environment variable and restart the IDE/terminal:<pre tabindex=0><code>HADOOP_HOME=C:\hadoop
-</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>1.6.3 - Guide to Fr [...]
+</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>1.6.3 - Guide to Fr [...]
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><p><strong>Author: Yinan Zhou</strong></p><h1 id=introduction>Introduction:<a class=td-heading-self-link href=#introduction aria-label="Heading self-link"></a></h1><p>If you are new to Texera frontend development team or have little frontend experience using the angular framework, this read intends to provide you with a simple guide of how to get started.</p><h1 id=preparation-phase>Preparatio [...]
Other than these, angular largely inherits the traditional way of creating a web page. Each component contains four foundational files (.ts | .html | .css | spec.ts), corresponding to typescript (which is basically JavaScript with better scalability), HTML, CSS, and unit testing respectively. Just like how web pages were traditionally written, you will be coding in</p><ol><li>html: the structure of the component</li><li>css: the style of the component</li><li>typescript: the content of t [...]
-and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>In this page, we’ll explain the basic concepts in Texera and use examples to show how to implement an operator.</p><h3 id=code-structure-of-every-operator>Code structure of every operator:<a class=td-heading-self-link href=#code-structure-of-every-operator aria-label="Heading self-link"></a></h3><p>Every operator ideally has three classes that are found in each operator package in <co [...]
1 "today is a good day"
2 "weather is bad during the day"
</code></pre><p>Each row is called a <code>Tuple</code>, and each column is called a <code>Field</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// get the value of a field by column name
@@ -436,7 +1238,7 @@ and additionally:</li><li>unit tests: so that the component can be debugged in t
A <code>schema</code> contains a list of <code>attributes</code>, and each <code>attribute</code> has a <code>name</code> (name of the column) and a <code>type</code> (data type of the column).</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#000>schema</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#000>t [...]
</span></span><span style=display:flex><span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>0</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f5902;font-style:italic>// Attribute("id", AttributeTy [...]
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>1</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f590 [...]
-</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
+</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>required</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#204a87;font-weight:700>true</span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#ce5c00;font-weight:700>)</span>
@@ -484,10 +1286,10 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>abstract</span> <span style=color:#204a87;font-weight:700>class</span> <span style=color:#000>LogicalOp</span> <span style=color:#204a87;font-weight:700>extends</span> <span style=color:#000>PortDescriptor</span> <span style=color:#204a87;font-weight:700>with</span> <span style=color:#000>Serializable</span> <span style=color:#ce5c00;font-weight:700>{</span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>}</span>
-</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>core/gui/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
+</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>frontend/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
1 "today is a good day" "positive"
2 "weather is bad during the day" "negative"
-</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/core/workflow-operator/src/main/scala/edu/uci/ics/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=color:#204a [...]
+</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=col [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>required</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>true</span><span s [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#000;font-weight:700>)</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -522,7 +1324,7 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>Schema</span><span style=color:#000;font-weight:700>.</span><span style=color:#c4a000>newBuilder</span><span style=color:#000;font-weight:700>().</span><span style=color:#c4a000>add</span><span style=color:#000;font-weight:700>(</span> [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
+</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>open</span><span style=color:#ce5c00;font-weight:700>()</span><span style=color:#204a87;font-weight:700>:</span> <span style=color:#204a87;font-weight:700>Unit</span>
</span></span><span style=display:flex><span>
@@ -549,7 +1351,8 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#4e9a06>"Name of the newly added output columns that the UDF will produce, if any"</span>
</span></span><span style=display:flex><span><span style=color:#000;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#000>var</span> <span style=color:#000>outputColumns</span><span style=color:#000;font-weight:700>:</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>]</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>()</span>
-</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>amber/src/main/scala/edu/uci/ics/texera/workflow/common/operators/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All operator i [...]
+</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All ope [...]
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><p>In the <a href=/docs/tutorials/guide-to-use-python-udf/>page for PythonUDF</a>, we introduced the basic concepts of PythonUDF and described each API. To let other users use the Python operators, it is necessary to implement it as a native operator.</p><p>In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start [...]
As shown in the following code block, the UDF contains 3 steps:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#204a87;font-weight:700>from</span> <span style=color:#000>pytexera</span> <span style=color:#204a87;font-weight:700>import</span> <span style=color:#ce5c00;font-weight:700>*</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
@@ -576,20 +1379,8 @@ As described in the<a href=/docs/contribution-guidelines/guide-to-implement-java
</span></span><span style=display:flex><span> <span style=color:#000>Schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>newBuilder</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>add</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>new</span> <span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"html-content"</span><span st [...]
</span></span><span style=display:flex><span> <span style=color:#000;font-weight:700>}</span>
</span></span></code></pre></div></li><li><p>Chart type<br>Since this operator is a visualization operator, we need to register its chart type as a <code>HTML_VIZ</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>override</span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>chartType</span><s [...]
-</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># make sure to give scripts the execution permission </span>
-</span></span><span style=display:flex><span>chmod +x scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>chmod +x scripts/workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Build the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Run the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/workflow-compiling-service.sh
-</span></span></code></pre></div><h2 id=how-to-set-up-the-development-environment>How to set up the development environment<a class=td-heading-self-link href=#how-to-set-up-the-development-environment aria-label="Heading self-link"></a></h2><p>As there are many sub sbt projects under <code>micro-services</code>, Intellij is the most suitable IDE for setting up the whole environment</p><h3 id=use-intellij-most-recommended>Use Intellij (Most Recommended)<a class=td-heading-self-link href=# [...]
-<img width=716 alt="Screenshot 2024-11-19 at 6 00 08 PM" src=/images/github-assets/4e446332-7cfa-4974-b59b-2088a7a2d921.png></li></ol><p>Once you open it, Intellij will auto-detect the sbt setting and start to load the project. After loading you should see the sbt tab, which has the <code>micro-services</code> as the root project and several other services as the sub-projects:
-<img width=200 alt="Screenshot 2024-11-19 at 6 05 15 PM" src=/images/github-assets/24ba1a31-1c82-4441-b525-7facc00c3ada.png></p><ol start=2><li>Run <code>sbt clean compile</code> command in folder <code>core/micro-services</code>. This command will compile everything under <code>micro-services</code> and generate proto-specified codes.</li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-672001f0144398bfa6d5c14b11b30c9b>1.6.7 - Apache License header</h1><p>Every [...]
+</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><p>Every file must include the Apache License as a header. This can be automated in IntelliJ by
adding a Copyright profile:</p><ol><li><p>Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.</p></li><li><p>Add a new profile and name it “Apache”.</p></li><li><p>Add the following text as the license text:</p><pre tabindex=0><code>Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
@@ -606,7 +1397,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
</code></pre></li><li><p>Go to “Editor” → “Copyright” and choose the “Apache” profile as the default profile for this
-project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>1.6.8 - [VOTE] Release Apache Texera (incubating) Email Template</h1><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artif [...]
+project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>1.6.7 - [VOTE] Release Apache Texera (incubating) Email Template</h1><hr><h2 id=weight-80>title: “[VOTE] Release Apache Texera (incubating) Email Template”
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artifacts can be found at:
<a href=https://dist.apache.org/repos/dist/dev/incubator/texera/$%7BRC_DIR%7D/>https://dist.apache.org/repos/dist/dev/incubator/texera/${RC_DIR}/</a></p><p>The artifacts include:</p><ul><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz (source tarball)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.asc (GPG signature)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.sha512 (SHA512 checksum)</li></ul><p>== Git Tag ==</p><p>The Git tag for this release candidate:
<a href=https://github.com/apache/incubator-texera/releases/tag/$%7BTAG_NAME%7D>https://github.com/apache/incubator-texera/releases/tag/${TAG_NAME}</a></p><p>The commit hash for this tag:
${COMMIT_HASH}</p><p>== Release Notes ==</p><p>Release notes can be found at:
@@ -626,7 +1418,9 @@ cd apache-texera-${VERSION}-rc${RC_NUM}-src</p><h1 id=follow-build-instructions-
[ ] Source tarball matches the Git tag
[ ] Can compile from source successfully</p><p>Thanks,
[Your Name]
-Apache Texera (incubating) PPMC</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f88d12e8d02886ce5f0191e0035b2699>1.7 - Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication mechanisms, authorization policies, user roles, resource [...]
+Apache Texera (incubating) PPMC</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f88d12e8d02886ce5f0191e0035b2699>1.7 - Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><hr><h2 id=weight-70>title: Security
+description: Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication mechanisms, authorization policies, user roles, resource access control, and guidelines for reporting security vulnerabilities. Understanding these security features is essential for deployment managers and users to ensure secure operation of Texe [...]
via the web application. Understanding resource types and how access to them is managed is critical to following
Texera’s security model.</p><h3 id=resource-types>Resource Types<a class=td-heading-self-link href=#resource-types aria-label="Heading self-link"></a></h3><p>Texera supports the following resource types:</p><ul><li><strong>Datasets</strong>: Input data imported or uploaded for workflow processing</li><li><strong>Workflows</strong>: Data analytics pipelines defined by users</li><li><strong>Computing Units</strong>: Execution environments for running workflows (e.g., Kubernates PODs) [...]
granting access permissions:</p><ul><li><strong>READ</strong>: View the resource and its contents</li><li><strong>WRITE</strong>: Modify, execute, delete, and share the resource</li><li><strong>NONE</strong>: No access to the resource</li></ul><p>Resources can be shared with specific users or made public. Public resources are visible to all users. Resource owners
@@ -650,7 +1444,9 @@ clusters. For details on supported deployment options and their operational diff
our <a href=/docs/getting-started/run-on-kubernetes/>wiki</a>.</p><h3 id=computing-unit-types>Computing Unit Types<a class=td-heading-self-link href=#computing-unit-types aria-label="Heading self-link"></a></h3><p>Texera executes workflows on <strong>computing units</strong>. UI users (REGULAR and ADMIN) can execute arbitrary code (e.g., through
UDFs written in Python, R, Scala) within computing units as part of their workflows. This code is currently not
sandboxed or restricted by Texera. Deployment managers configure which types of computing units are available:</p><h4 id=local-computing-units>Local Computing Units<a class=td-heading-self-link href=#local-computing-units aria-label="Heading self-link"></a></h4><p>Local computing units run as processes on the same machine as the Texera services (single-node deployment).</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for development, testing, and small team use</li>< [...]
-a user needs it.</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for production environments and multi-tenant deployments</li><li>Each computing unit runs in an isolated Kubernetes pod</li><li>UI users configure resource limits (CPU, memory, GPU) per pod</li><li>Pods can be scheduled across multiple nodes for better resource distribution</li></ul><p><strong>Security considerations</strong>:</p><ul><li>Better isolation between users compared to local computing units</ [...]
+a user needs it.</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for production environments and multi-tenant deployments</li><li>Each computing unit runs in an isolated Kubernetes pod</li><li>UI users configure resource limits (CPU, memory, GPU) per pod</li><li>Pods can be scheduled across multiple nodes for better resource distribution</li></ul><p><strong>Security considerations</strong>:</p><ul><li>Better isolation between users compared to local computing units</ [...]
+description: Explore example workflows and applications built with Texera.
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section showcases example workflows, use cases, and demonstrations to help you understand Texera in action.</p></div><p>Texera makes it easy to design and execute data analytics workflows visually.<br>Here, you’ll find a collection of <strong>example workflows</strong> that highlight Texera’s capabilities — from data ingestion and transformation t [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/concepts/index.html b/_print/docs/latest/concepts/index.html
index 84067b73..e09c1522 100644
--- a/_print/docs/latest/concepts/index.html
+++ b/_print/docs/latest/concepts/index.html
@@ -1,7 +1,10 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/concepts/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/concepts/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/concepts/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/concepts/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/concepts/>Return to the regular view of this page</a>.</p></div><h1 class=title>Concepts</h1><div class=lead>Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.</div><ul></ul><div class=content><div class="pageinfo pageinfo-primary"><p>This section explains the foundational concepts behind Texera [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/concepts/>Return to the regular view of this page</a>.</p></div><h1 class=title>Concepts</h1><div class=lead>Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.</div><ul></ul><div class=content><hr><h2 id=weight-30>title: Concepts
+description: >
+Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section explains the foundational concepts behind Texera — the ideas, architecture, and components that make up the platform.</p></div><p>Understanding Texera conceptually helps both <strong>users</strong> and <strong>contributors</strong> get the most out of the system.</p><p>For end users, it provides background on how workflows and operators in [...]
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diff --git a/_print/docs/latest/contribution-guidelines/index.html b/_print/docs/latest/contribution-guidelines/index.html
index 436d9cff..bf1cd68b 100644
--- a/_print/docs/latest/contribution-guidelines/index.html
+++ b/_print/docs/latest/contribution-guidelines/index.html
@@ -1,28 +1,33 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/index.xml><meta name=robots content="noindex, nofollow"><link rel="sh [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/index.xml><meta name=robots content="noindex, nofollow"><link rel="sh [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/contribution-guidelines/>Return to the regular view of this page</a>.</p></div><h1 class=title>Contribution Guidelines</h1><div class=lead>How to contribute to Texera code and documentation.</div><ul><li>1: <a href=#pg-4491ce5e75aa7f218806397a7ed23e75>Making Contributions</a></li><li>2: <a href=#pg-4ce9446c6ae617ed9bc919722bcc195c>Guide for Developers</a></li><li>3: <a href=#pg-5295515001dd36b127b6e [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/contribution-guidelines/>Return to the regular view of this page</a>.</p></div><h1 class=title>Contribution Guidelines</h1><div class=lead>How to contribute to Texera code and documentation.</div><ul><li>1: <a href=#pg-4491ce5e75aa7f218806397a7ed23e75>Making Contributions</a></li><li>2: <a href=#pg-4ce9446c6ae617ed9bc919722bcc195c>Guide for Developers</a></li><li>3: <a href=#pg-5295515001dd36b127b6e [...]
+description: “How to contribute to Texera code and documentation.”
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class=td-heading-self-link href=#tags-contributing-development-documentation-github-workflow aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>We follow a fork-based workflow and adopt the <a href=https://www.convent [...]
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafixAll
</span></span></code></pre></div></li><li>Run formatter:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtCheckAll
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtAll
-</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>cd</span> core
-</span></span><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
-</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, <code>core</code> for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class= [...]
+</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
+</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, the repo root for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=lang [...]
</span></span><span style=display:flex><span>ng <span style=color:#204a87>test</span> --watch<span style=color:#ce5c00;font-weight:700>=</span><span style=color:#204a87>false</span>
</span></span></code></pre></div></li><li>Format code:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>yarn format:fix
-</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
+</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership...
-</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/Texera/texera>Texera GitHub r [...]
-</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/Texera/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
-</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 11)
-</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311310><a href=mailto:Python@3.12>Python@3.12</a>/3.11/3.10<a class=td-heading-self-link href=#311310 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>O [...]
+</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/apache/texera>Texera GitHub r [...]
+</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/apache/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>We welcome interested developers to participate in the project and make contributions.</p><ol><li>Follow the instructions at <a href=https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node>https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node</a> to install Texera on your laptop using Docker. Get familiar with the system as a user.</li><li>Follow the step [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><h2 id=0-requirements>0. Requirements<a class=td-heading-self-link href=#0-requirements aria-label="Heading self-link"></a></h2><h4 id=java-17-jdk><strong>Java 17 JDK</strong><a class=td-heading-self-link href=#java-17-jdk aria-label="Heading self-link"></a></h4><p>Install <code>Java JDK 17 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code [...]
+</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 17)
+</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311><a href=mailto:Python@3.12>Python@3.12</a>/3.11<a class=td-heading-self-link href=#311 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>On Windows, insta [...]
</span></span></span></code></pre></div><h4 id=sbt-scala-build-tool><strong>sbt (Scala Build Tool)</strong><a class=td-heading-self-link href=#sbt-scala-build-tool aria-label="Heading self-link"></a></h4><p>Install <code>sbt</code> for building the project. Please refer to <a href=https://www.scala-sbt.org/1.x/docs/Setup.html>sbt Reference Manual — Installing sbt</a>. We recommend you to use <a href=https://sdkman.io/install>sdkman</a> to install sbt.</p><p>Verify the installation by:</p [...]
-</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--18x><strong>node LTS Version > 18.x</strong><a class=td-heading-self-link href=#node-lts-version--18x aria-label="Heading self-link"></a></h4><p>Install an LTS version (not the latest) of <code>node</code>. Currently, we require LTS version > 18.x.</p><p>On Windows, install from <a href=https://nodejs.org/en/>https:// [...]
-</span></span></span></code></pre></div><h4 id=angular-16-cli><strong>Angular 16 Cli</strong><a class=td-heading-self-link href=#angular-16-cli aria-label="Heading self-link"></a></h4><p>Install the angular 16 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@16
+</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--24><strong>node LTS Version >= 24</strong><a class=td-heading-self-link href=#node-lts-version--24 aria-label="Heading self-link"></a></h4><p>Install an LTS version of <code>node</code>. Currently, we require version 24 or newer (see <code>engines</code> in <code>frontend/package.json</code>).</p><p>On Windows, instal [...]
+</span></span></span></code></pre></div><h4 id=angular-21-cli><strong>Angular 21 Cli</strong><a class=td-heading-self-link href=#angular-21-cli aria-label="Heading self-link"></a></h4><p>Install the angular 21 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@21
</span></span></span></code></pre></div><p>Verify the installation by:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>ng version
-</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
+</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
</span></span></span></code></pre></div><p>Do the following changes to the configuration files:</p><ul><li>Edit <code>common/config/src/main/resources/storage.conf</code> to use your Postgres credentials.</li></ul><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-diff data-lang=diff><span style=display:flex><span> jdbc {
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#a40000>- username = "postgres"
@@ -58,7 +63,7 @@ org.eclipse.jetty.server.Server: Started
</span></span></span></code></pre></div><p>Ignore those warnings (warnings are usually marked in yellow color or start with <code>WARN</code>).</p><h3 id=launch-frontend-in-intellij-for-local-development>Launch Frontend in IntelliJ for local development<a class=td-heading-self-link href=#launch-frontend-in-intellij-for-local-development aria-label="Heading self-link"></a></h3><ol><li>Click on the Green Run button next to the <code>start</code> in <code>frontend/package.json</code>.</li>< [...]
You can also run frontend using command line:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>yarn start
</span></span></span></code></pre></div><h3 id=launch-frontend-in-the-production-environment>Launch Frontend in the production environment<a class=td-heading-self-link href=#launch-frontend-in-the-production-environment aria-label="Heading self-link"></a></h3><p>Run the following command</p><pre tabindex=0><code>yarn run build
-</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>config/s [...]
+</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>common/c [...]
Please don’t leave the permission setting blank. If the permission is missing for an endpoint, it will be @PermitAll by default.</li></ol><h3 id=windows-enable-long-paths><strong>Windows: enable long paths</strong><a class=td-heading-self-link href=#windows-enable-long-paths aria-label="Heading self-link"></a></h3><p>Some workflows create deep directories (e.g., when writing <code>metadata.json</code> via Python/ICEBERG). On Windows, this can exceed the legacy <code>MAX_PATH</code> [...]
</code></pre><p>Enable long paths support (per machine) by running PowerShell <strong>as Administrator</strong>:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>New-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <spa [...]
</span></span></code></pre></div><p>Verify the setting (expected value: <code>1</code>):</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>Get-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <span style=color:#000>-Name [...]
@@ -67,9 +72,11 @@ Please don’t leave the permission setting blank. If the permission is miss
<a href=https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin>https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin</a></li></ul></li><li>Create the directory and place the binary:<pre tabindex=0><code>C:\hadoop\bin\winutils.exe
</code></pre></li><li>In IntelliJ, add this <strong>VM option</strong> to the <strong>FileService</strong> run configuration:<pre tabindex=0><code>-Dhadoop.home.dir="C:\hadoop"
</code></pre></li><li>(Optional) Also set a system environment variable and restart the IDE/terminal:<pre tabindex=0><code>HADOOP_HOME=C:\hadoop
-</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>3 - Guide to Fronte [...]
+</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>3 - Guide to Fronte [...]
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><p><strong>Author: Yinan Zhou</strong></p><h1 id=introduction>Introduction:<a class=td-heading-self-link href=#introduction aria-label="Heading self-link"></a></h1><p>If you are new to Texera frontend development team or have little frontend experience using the angular framework, this read intends to provide you with a simple guide of how to get started.</p><h1 id=preparation-phase>Preparatio [...]
Other than these, angular largely inherits the traditional way of creating a web page. Each component contains four foundational files (.ts | .html | .css | spec.ts), corresponding to typescript (which is basically JavaScript with better scalability), HTML, CSS, and unit testing respectively. Just like how web pages were traditionally written, you will be coding in</p><ol><li>html: the structure of the component</li><li>css: the style of the component</li><li>typescript: the content of t [...]
-and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>In this page, we’ll explain the basic concepts in Texera and use examples to show how to implement an operator.</p><h3 id=code-structure-of-every-operator>Code structure of every operator:<a class=td-heading-self-link href=#code-structure-of-every-operator aria-label="Heading self-link"></a></h3><p>Every operator ideally has three classes that are found in each operator package in <co [...]
1 "today is a good day"
2 "weather is bad during the day"
</code></pre><p>Each row is called a <code>Tuple</code>, and each column is called a <code>Field</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// get the value of a field by column name
@@ -82,7 +89,7 @@ and additionally:</li><li>unit tests: so that the component can be debugged in t
A <code>schema</code> contains a list of <code>attributes</code>, and each <code>attribute</code> has a <code>name</code> (name of the column) and a <code>type</code> (data type of the column).</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#000>schema</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#000>t [...]
</span></span><span style=display:flex><span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>0</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f5902;font-style:italic>// Attribute("id", AttributeTy [...]
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>1</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f590 [...]
-</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
+</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>required</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#204a87;font-weight:700>true</span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#ce5c00;font-weight:700>)</span>
@@ -130,10 +137,10 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>abstract</span> <span style=color:#204a87;font-weight:700>class</span> <span style=color:#000>LogicalOp</span> <span style=color:#204a87;font-weight:700>extends</span> <span style=color:#000>PortDescriptor</span> <span style=color:#204a87;font-weight:700>with</span> <span style=color:#000>Serializable</span> <span style=color:#ce5c00;font-weight:700>{</span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>}</span>
-</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>core/gui/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
+</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>frontend/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
1 "today is a good day" "positive"
2 "weather is bad during the day" "negative"
-</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/core/workflow-operator/src/main/scala/edu/uci/ics/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=color:#204a [...]
+</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=col [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>required</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>true</span><span s [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#000;font-weight:700>)</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -168,7 +175,7 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>Schema</span><span style=color:#000;font-weight:700>.</span><span style=color:#c4a000>newBuilder</span><span style=color:#000;font-weight:700>().</span><span style=color:#c4a000>add</span><span style=color:#000;font-weight:700>(</span> [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
+</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>open</span><span style=color:#ce5c00;font-weight:700>()</span><span style=color:#204a87;font-weight:700>:</span> <span style=color:#204a87;font-weight:700>Unit</span>
</span></span><span style=display:flex><span>
@@ -195,7 +202,8 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#4e9a06>"Name of the newly added output columns that the UDF will produce, if any"</span>
</span></span><span style=display:flex><span><span style=color:#000;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#000>var</span> <span style=color:#000>outputColumns</span><span style=color:#000;font-weight:700>:</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>]</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>()</span>
-</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>amber/src/main/scala/edu/uci/ics/texera/workflow/common/operators/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All operator i [...]
+</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All ope [...]
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><p>In the <a href=/docs/tutorials/guide-to-use-python-udf/>page for PythonUDF</a>, we introduced the basic concepts of PythonUDF and described each API. To let other users use the Python operators, it is necessary to implement it as a native operator.</p><p>In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start [...]
As shown in the following code block, the UDF contains 3 steps:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#204a87;font-weight:700>from</span> <span style=color:#000>pytexera</span> <span style=color:#204a87;font-weight:700>import</span> <span style=color:#ce5c00;font-weight:700>*</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
@@ -222,20 +230,8 @@ As described in the<a href=/docs/contribution-guidelines/guide-to-implement-java
</span></span><span style=display:flex><span> <span style=color:#000>Schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>newBuilder</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>add</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>new</span> <span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"html-content"</span><span st [...]
</span></span><span style=display:flex><span> <span style=color:#000;font-weight:700>}</span>
</span></span></code></pre></div></li><li><p>Chart type<br>Since this operator is a visualization operator, we need to register its chart type as a <code>HTML_VIZ</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>override</span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>chartType</span><s [...]
-</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># make sure to give scripts the execution permission </span>
-</span></span><span style=display:flex><span>chmod +x scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>chmod +x scripts/workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Build the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Run the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/workflow-compiling-service.sh
-</span></span></code></pre></div><h2 id=how-to-set-up-the-development-environment>How to set up the development environment<a class=td-heading-self-link href=#how-to-set-up-the-development-environment aria-label="Heading self-link"></a></h2><p>As there are many sub sbt projects under <code>micro-services</code>, Intellij is the most suitable IDE for setting up the whole environment</p><h3 id=use-intellij-most-recommended>Use Intellij (Most Recommended)<a class=td-heading-self-link href=# [...]
-<img width=716 alt="Screenshot 2024-11-19 at 6 00 08 PM" src=/images/github-assets/4e446332-7cfa-4974-b59b-2088a7a2d921.png></li></ol><p>Once you open it, Intellij will auto-detect the sbt setting and start to load the project. After loading you should see the sbt tab, which has the <code>micro-services</code> as the root project and several other services as the sub-projects:
-<img width=200 alt="Screenshot 2024-11-19 at 6 05 15 PM" src=/images/github-assets/24ba1a31-1c82-4441-b525-7facc00c3ada.png></p><ol start=2><li>Run <code>sbt clean compile</code> command in folder <code>core/micro-services</code>. This command will compile everything under <code>micro-services</code> and generate proto-specified codes.</li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-672001f0144398bfa6d5c14b11b30c9b>7 - Apache License header</h1><p>Every file [...]
+</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><p>Every file must include the Apache License as a header. This can be automated in IntelliJ by
adding a Copyright profile:</p><ol><li><p>Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.</p></li><li><p>Add a new profile and name it “Apache”.</p></li><li><p>Add the following text as the license text:</p><pre tabindex=0><code>Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
@@ -252,7 +248,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
</code></pre></li><li><p>Go to “Editor” → “Copyright” and choose the “Apache” profile as the default profile for this
-project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>8 - [VOTE] Release Apache Texera (incubating) Email Template</h1><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artifacts [...]
+project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>7 - [VOTE] Release Apache Texera (incubating) Email Template</h1><hr><h2 id=weight-80>title: “[VOTE] Release Apache Texera (incubating) Email Template”
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artifacts can be found at:
<a href=https://dist.apache.org/repos/dist/dev/incubator/texera/$%7BRC_DIR%7D/>https://dist.apache.org/repos/dist/dev/incubator/texera/${RC_DIR}/</a></p><p>The artifacts include:</p><ul><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz (source tarball)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.asc (GPG signature)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.sha512 (SHA512 checksum)</li></ul><p>== Git Tag ==</p><p>The Git tag for this release candidate:
<a href=https://github.com/apache/incubator-texera/releases/tag/$%7BTAG_NAME%7D>https://github.com/apache/incubator-texera/releases/tag/${TAG_NAME}</a></p><p>The commit hash for this tag:
${COMMIT_HASH}</p><p>== Release Notes ==</p><p>Release notes can be found at:
diff --git a/_print/docs/latest/examples/index.html b/_print/docs/latest/examples/index.html
index 6796fbca..bb275eea 100644
--- a/_print/docs/latest/examples/index.html
+++ b/_print/docs/latest/examples/index.html
@@ -1,7 +1,9 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/examples/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/examples/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/examples/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/examples/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/examples/>Return to the regular view of this page</a>.</p></div><h1 class=title>Examples</h1><div class=lead>Explore example workflows and applications built with Texera.</div><ul></ul><div class=content><div class="pageinfo pageinfo-primary"><p>This section showcases example workflows, use cases, and demonstrations to help you understand Texera in action.</p></div><p>Texera makes it easy to design [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/examples/>Return to the regular view of this page</a>.</p></div><h1 class=title>Examples</h1><div class=lead>Explore example workflows and applications built with Texera.</div><ul></ul><div class=content><hr><h2 id=weight-80>title: Examples
+description: Explore example workflows and applications built with Texera.
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section showcases example workflows, use cases, and demonstrations to help you understand Texera in action.</p></div><p>Texera makes it easy to design and execute data analytics workflows visually.<br>Here, you’ll find a collection of <strong>example workflows</strong> that highlight Texera’s capabilities — from data ingestion and transformation t [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/getting-started/index.html b/_print/docs/latest/getting-started/index.html
index 3a485e1b..630bb4da 100644
--- a/_print/docs/latest/getting-started/index.html
+++ b/_print/docs/latest/getting-started/index.html
@@ -1,8 +1,13 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/getting-started/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/getting-started/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" hre [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/getting-started/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/getting-started/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" hre [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/getting-started/>Return to the regular view of this page</a>.</p></div><h1 class=title>Getting Started</h1><div class=lead>Quick start guide for running Texera and accessing it through the browser.</div><ul><li>1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li><li>2: <a href=#pg-68c53cb5f29ff931116c0e1b7283a985>Installing Apache Texera using Docker</a></li><li>3: <a href=#pg-141 [...]
-</span></span></code></pre></div></div></div><div class=td-content><h1 id=pg-4e72759521b66bc434c8cb98d685310d>1 - Install Texera</h1><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Dock [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/getting-started/>Return to the regular view of this page</a>.</p></div><h1 class=title>Getting Started</h1><div class=lead>Quick start guide for running Texera and accessing it through the browser.</div><ul><li>1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li><li>2: <a href=#pg-68c53cb5f29ff931116c0e1b7283a985>Installing Apache Texera using Docker</a></li><li>3: <a href=#pg-141 [...]
+weight: 20
+description: >
+Quick start guide for running Texera and accessing it through the browser.<a class=td-heading-self-link href=#quick-start-guide-for-running-texera-and-accessing-it-through-the-browser aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section helps you quickly configure and launch Texera, and access the user interface.</p></div><h2 id=launch-texera>Launch Texera<a class=td-heading-self-link href=#launch-texera aria-label="Heading self-link"></a></h2><p [...]
+</span></span></code></pre></div></div></div><div class=td-content style=page-break-before:always><h1 id=pg-4e72759521b66bc434c8cb98d685310d>1 - Install Texera</h1><hr><h2 id=weight-10>title: “Install Texera”
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Docker</a>.</p></li><li><p><strong>Kubern [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This document describes how to set up and run Texera on a single machine using “Docker Compose”.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>Before starting, make sure your computer meets the following requirements:</p><table><thead><tr><th>Resource Type</th><th>Minimum</th><th>Recommended</th> [...]
</span></span><span style=display:flex><span>docker compose version
</span></span></code></pre></div><p>You should see output messages like the following (your versions may be different):</p><pre tabindex=0><code>$ docker --version
Docker version 27.5.1, build 9f9e405
@@ -66,7 +71,8 @@ y // answer y to this prompt
lsof -i :9000
</code></pre><p>Stop the conflicting process, or change Texera’s ports following the instructions in <a href=/docs/latest/getting-started/installing-using-docker/#run-texera-on-other-ports>Advanced Settings > Run Texera on other ports</a>.</p><h3 id=volume-conflicts>Volume conflicts<a class=td-heading-self-link href=#volume-conflicts aria-label="Heading self-link"></a></h3><p>PostgreSQL only runs the database initialization scripts on first startup (when its data volume is empty). [...]
docker compose --profile examples up
-</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>3 - How to run Texera on local Kubernetes</h1><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites aria-l [...]
+</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>3 - How to run Texera on local Kubernetes</h1><hr><h2 id=weight-60>title: “How to run Texera on local Kubernetes”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites aria-label="Heading self-link"></a></h2><p>Before you begin, you will need a local Kubernetes cluster manager. We use <strong>Minikube</strong> in this instruction.</p><ol><li><a href=https://minikube.sigs. [...]
</span></span></code></pre></div></li><li>Verify that your node is running. You should see <code>minikube</code> in your node list when you run:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl get nodes
</span></span></code></pre></div></li><li><a href=https://helm.sh/docs/intro/install/>Install Helm</a>.</li><li>Install local path plugin:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl apply -f https://raw.githubusercontent.com/rancher/local-path-provisioner/master/deploy/local-path-storage.yaml
</span></span></code></pre></div></li></ol><hr><h2 id=2-install-texera-using-helm>2. Install Texera using Helm<a class=td-heading-self-link href=#2-install-texera-using-helm aria-label="Heading self-link"></a></h2><p>All the necessary Kubernetes files are located in the <code>bin/k8s</code> directory of this repository.</p><ol><li>Navigate to the <code>bin</code> directory:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code c [...]
@@ -93,7 +99,19 @@ docker compose --profile examples up
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>containers</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span>- <span style=color:#204a87;font-weight:700>name</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>texera-webserver</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>image</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>...</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-lin [...]
+</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><hr><h2 id=tags-installation-setup-developer>title: “Access/Login to Texera”
+date: 2025-10-29
+weight: 70
+description: >
+Instructions on how to install and set up Texera as a developer.
+categories: [Texera]
+tags: [installation, setup, developer]<a class=td-heading-self-link href=#tags-installation-setup-developer aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through</p><ul><li><a href=/docs/getting-started/installing-using-dock [...]
+date: 2025-10-29
+weight: 80
+description: >
+Explore Texera’s User Dashboard interface and its components.
+categories: [Texera]
+tags: [ui, dashboard, overview]<a class=td-heading-self-link href=#tags-ui-dashboard-overview aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Understand the layout and functionality of Texera’s User Dashboard.</p></div><h2 id=user-dashboard>User Dashboard<a class=td-heading-self-link href=#user-dashboard aria-label="Heading self-link"></a></h2><p>Once logged in, you should see the following page:</p><p><img src=/images/github-assets/baa3d599-99c6-401f-a7 [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/index.html b/_print/docs/latest/index.html
index 5e02e7f5..a06ad969 100644
--- a/_print/docs/latest/index.html
+++ b/_print/docs/latest/index.html
@@ -1,20 +1,15 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link re [...]
-Texera is an open-source data analytics and workflow management system. Use the sections below to find what you’re looking for.
-📚 Getting Started New to Texera? Start here to set up your environment, install dependencies, and explore deployment options (Docker, AWS, GCP, Kubernetes, or Single Node).
-🎓 Tutorials Learn by doing. Explore step-by-step guides on how to use the UI, create datasets, manage workflows, and operate advanced features like Python UDFs and LLM integrations."><meta property="og:url" content="https://texera.staged.apache.org/docs/latest/"><meta property="og:site_name" content="Apache Texera"><meta property="og:title" content="Texera Documentation"><meta property="og:description" content="Welcome to the Texera Documentation Portal! This is your central hub for unde [...]
-Texera is an open-source data analytics and workflow management system. Use the sections below to find what you’re looking for.
-📚 Getting Started New to Texera? Start here to set up your environment, install dependencies, and explore deployment options (Docker, AWS, GCP, Kubernetes, or Single Node).
-🎓 Tutorials Learn by doing. Explore step-by-step guides on how to use the UI, create datasets, manage workflows, and operate advanced features like Python UDFs and LLM integrations."><meta property="og:locale" content="en"><meta property="og:type" content="website"><meta itemprop=name content="Texera Documentation"><meta itemprop=description content="Welcome to the Texera Documentation Portal! This is your central hub for understanding, deploying, and contributing to the Texera platform.
-Texera is an open-source data analytics and workflow management system. Use the sections below to find what you’re looking for.
-📚 Getting Started New to Texera? Start here to set up your environment, install dependencies, and explore deployment options (Docker, AWS, GCP, Kubernetes, or Single Node).
-🎓 Tutorials Learn by doing. Explore step-by-step guides on how to use the UI, create datasets, manage workflows, and operate advanced features like Python UDFs and LLM integrations."><meta itemprop=dateModified content="2026-05-25T17:32:44-07:00"><meta itemprop=wordCount content="198"><meta name=twitter:card content="summary"><meta name=twitter:title content="Texera Documentation"><meta name=twitter:description content="Welcome to the Texera Documentation Portal! This is your central hub [...]
-Texera is an open-source data analytics and workflow management system. Use the sections below to find what you’re looking for.
-📚 Getting Started New to Texera? Start here to set up your environment, install dependencies, and explore deployment options (Docker, AWS, GCP, Kubernetes, or Single Node).
-🎓 Tutorials Learn by doing. Explore step-by-step guides on how to use the UI, create datasets, manage workflows, and operate advanced features like Python UDFs and LLM integrations."><link rel=preload href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css as=style integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" crossorigin=anonymous><link href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css rel=styleshe [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/favicon.ico><link re [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/>Return to the regular view of this page</a>.</p></div><h1 class=title>Texera Documentation</h1><ul><li>1: <a href=#pg-e2799d0221b16dc524480559a7f41ad9>Overview</a></li><li>2: <a href=#pg-0a9ad4368741d82500f6f4838bd0b7da>Getting Started</a></li><ul><li>2.1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li><li>2.2: <a href=#pg-68c53cb5f29ff931116c0e1b7283a985>Installing Apache Texe [...]
-</span></span></code></pre></div></div><div class=td-content><h1 id=pg-4e72759521b66bc434c8cb98d685310d>2.1 - Install Texera</h1><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Docker</ [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/>Return to the regular view of this page</a>.</p></div><h1 class=title>Texera Documentation</h1><ul><li>1: <a href=#pg-e2799d0221b16dc524480559a7f41ad9>Overview</a></li><li>2: <a href=#pg-0a9ad4368741d82500f6f4838bd0b7da>Getting Started</a></li><ul><li>2.1: <a href=#pg-4e72759521b66bc434c8cb98d685310d>Install Texera</a></li><li>2.2: <a href=#pg-68c53cb5f29ff931116c0e1b7283a985>Installing Apache Texe [...]
+description: High-level overview of the Texera architecture, core concepts, and use cases.
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p><strong>Texera</strong> is an open-source system that supports collaborative data science at scale using Web-based workflows.</p></div><p>Texera combines powerful backend dataflow execution with an intuitive, drag-and-drop web interface. It allows users to build, execute, and share complex data workflows seamlessly across teams without worrying about t [...]
+weight: 20
+description: >
+Quick start guide for running Texera and accessing it through the browser.<a class=td-heading-self-link href=#quick-start-guide-for-running-texera-and-accessing-it-through-the-browser aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section helps you quickly configure and launch Texera, and access the user interface.</p></div><h2 id=launch-texera>Launch Texera<a class=td-heading-self-link href=#launch-texera aria-label="Heading self-link"></a></h2><p [...]
+</span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-4e72759521b66bc434c8cb98d685310d>2.1 - Install Texera</h1><hr><h2 id=weight-10>title: “Install Texera”
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>To install Texera, you may choose one of the two supported architectures depending on your needs:</p><ul><li><p><strong>Single Node Deployment</strong>: ideal for quickly starting Texera on a local machine or testing deployments serving a small number of users. See <a href=/docs/getting-started/installing-using-docker/>Installing Apache Texera using Docker</a>.</p></li><li><p><strong>Kubern [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This document describes how to set up and run Texera on a single machine using “Docker Compose”.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>Before starting, make sure your computer meets the following requirements:</p><table><thead><tr><th>Resource Type</th><th>Minimum</th><th>Recommended</th> [...]
</span></span><span style=display:flex><span>docker compose version
</span></span></code></pre></div><p>You should see output messages like the following (your versions may be different):</p><pre tabindex=0><code>$ docker --version
Docker version 27.5.1, build 9f9e405
@@ -78,7 +73,8 @@ y // answer y to this prompt
lsof -i :9000
</code></pre><p>Stop the conflicting process, or change Texera’s ports following the instructions in <a href=/docs/latest/getting-started/installing-using-docker/#run-texera-on-other-ports>Advanced Settings > Run Texera on other ports</a>.</p><h3 id=volume-conflicts>Volume conflicts<a class=td-heading-self-link href=#volume-conflicts aria-label="Heading self-link"></a></h3><p>PostgreSQL only runs the database initialization scripts on first startup (when its data volume is empty). [...]
docker compose --profile examples up
-</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>2.3 - How to run Texera on local Kubernetes</h1><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites aria [...]
+</code></pre><blockquote><p>⚠️ Warning: <code>docker compose --profile examples down -v</code> permanently deletes all Texera data.</p></blockquote></div><div class=td-content style=page-break-before:always><h1 id=pg-141f872f3c07bf694587f706c589e0ad>2.3 - How to run Texera on local Kubernetes</h1><hr><h2 id=weight-60>title: “How to run Texera on local Kubernetes”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document explains how to run Texera on Kubernetes locally for development purposes.</p><hr><h2 id=1-prerequisites>1. Prerequisites<a class=td-heading-self-link href=#1-prerequisites aria-label="Heading self-link"></a></h2><p>Before you begin, you will need a local Kubernetes cluster manager. We use <strong>Minikube</strong> in this instruction.</p><ol><li><a href=https://minikube.sigs. [...]
</span></span></code></pre></div></li><li>Verify that your node is running. You should see <code>minikube</code> in your node list when you run:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl get nodes
</span></span></code></pre></div></li><li><a href=https://helm.sh/docs/intro/install/>Install Helm</a>.</li><li>Install local path plugin:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>kubectl apply -f https://raw.githubusercontent.com/rancher/local-path-provisioner/master/deploy/local-path-storage.yaml
</span></span></code></pre></div></li></ol><hr><h2 id=2-install-texera-using-helm>2. Install Texera using Helm<a class=td-heading-self-link href=#2-install-texera-using-helm aria-label="Heading self-link"></a></h2><p>All the necessary Kubernetes files are located in the <code>bin/k8s</code> directory of this repository.</p><ol><li>Navigate to the <code>bin</code> directory:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code c [...]
@@ -105,14 +101,34 @@ docker compose --profile examples up
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>containers</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span>- <span style=color:#204a87;font-weight:700>name</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>texera-webserver</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>image</span><span style=color:#000;font-weight:700>:</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>...</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>2.4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-l [...]
+</span></span></span></code></pre></div></div><div class=td-content style=page-break-before:always><h1 id=pg-af831eb8cd6a58ae0ec2d2f1a2e4168f>2.4 - Access/Login to Texera</h1><div class=lead>Instructions on how to install and set up Texera as a developer.</div><hr><h2 id=tags-installation-setup-developer>title: “Access/Login to Texera”
+date: 2025-10-29
+weight: 70
+description: >
+Instructions on how to install and set up Texera as a developer.
+categories: [Texera]
+tags: [installation, setup, developer]<a class=td-heading-self-link href=#tags-installation-setup-developer aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Guide to use Texera on your local machine or development environment.</p></div><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through</p><ul><li><a href=/docs/getting-started/installing-using-dock [...]
+date: 2025-10-29
+weight: 80
+description: >
+Explore Texera’s User Dashboard interface and its components.
+categories: [Texera]
+tags: [ui, dashboard, overview]<a class=td-heading-self-link href=#tags-ui-dashboard-overview aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Understand the layout and functionality of Texera’s User Dashboard.</p></div><h2 id=user-dashboard>User Dashboard<a class=td-heading-self-link href=#user-dashboard aria-label="Heading self-link"></a></h2><p>Once logged in, you should see the following page:</p><p><img src=/images/github-assets/baa3d599-99c6-401f-a7 [...]
+description: >
+Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section explains the foundational concepts behind Texera — the ideas, architecture, and components that make up the platform.</p></div><p>Understanding Texera conceptually helps both <strong>users</strong> and <strong>contributors</strong> get the most out of the system.</p><p>For end users, it provides background on how workflows and operators in [...]
+description: Step-by-step guides for building workflows and applications with Texera.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section provides complete, end-to-end tutorials that guide you through realistic Texera use cases — from building simple workflows to creating complex data analytics pipelines.</p></div><p>Texera tutorials help you learn by doing.<br>Each tutorial walks through a <strong>realistic workflow scenario</strong>, showing how to use Texera’s visual inte [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>Texera is an open-source system that supports collaborative data science at scale using Web-based workflows. This page includes instructions on how to install the system as a developer and do a simple workflow.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through <a href=/docs/gett [...]
<img src=/images/github-assets/ebcb10f7-3d25-4673-b908-7e2de2d3179e.png alt="Screenshot 2025-06-16 at 3 43 02 PM"></p><h3 id=user-dashboard-ui-overview>User Dashboard UI Overview<a class=td-heading-self-link href=#user-dashboard-ui-overview aria-label="Heading self-link"></a></h3><p>Once logged in, you should see the below page:
-<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This tutorial goes through the process of preparing data by creating dataset and creating a workflow to analyze data resided in the dataset using Texera.</p><p>More specifically, we are going to create a dataset named <code>Sales Dataset</code> which contains a file about the sales data of different types of merchandises for several countries. And the workflow will calculate the average sal [...]
<img src=/images/github-assets/e17631b3-bf58-442f-af19-00f0ab704acb.png alt="2024-03-05 22 00 43"></li></ul><p><strong>2. Read data in Workflow</strong></p><ul><li>On the left panel, go to the <code>environment</code> tab and click <code>Add Dataset</code> to add the <code>Sales Dataset</code> to current workflow. <code>CountrySalesData.csv</code> will be available to be previewed and loaded to the workflow.
<img src=/images/github-assets/45e98e6b-fe6a-405c-bd24-22ee28ee3716.png alt="2024-03-05 22 26 45">'</li><li>Drag and drop a <code>CSV File Scan</code> operator. On the right panel, input the file name <code>CountrySalesData.csv</code> and select the path from the drop down menu</li><li>Run the workflow, you should be able to see the loaded sales data.
<img src=/images/github-assets/77389a4c-dd73-4179-b8c0-ebf10241b182.png alt="2024-03-05 22 46 11"></li></ul><p><strong>3. Add operators to analyze data</strong></p><ul><li><p>Drag and drop a <code>Filter</code> operator to keep only the sales data in <code>Europe</code>
<img src=/images/github-assets/9b73fcaa-a7df-4efb-8189-4054a6bef527.png alt="2024-03-05 22 51 26"></p></li><li><p>Drag and drop a <code>Aggregate</code> operator to get the average sold units group by <code>Item Type</code>
-<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>4.3 - Guide to Use a Python UDF</h1><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offers [...]
+<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>4.3 - Guide to Use a Python UDF</h1><hr><h2 id=weight-30>title: “Guide to Use a Python UDF”
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offers comprehensive Python UDF APIs, enabling users to accomplish various tasks. This guide will delve into the usage of UDFs, breaking down the process step b [...]
Concepturally, a defined operator is executed as:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>operator</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>UDF</span><span style=color:#000;font-weight:700>()</span> <span style=color:#8f5902;font-style:italic># initialize a UDF operator</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>...</span> <span style=color:#8f5902;font-style:italic># some other initialization logic</span>
@@ -150,7 +166,7 @@ Currently, a UDF can only have exactly one output port. This means it cannot be
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@overrides</span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>produce</span><span style=color:#000;font-weight:700>(</span><span style=color:#3465a4>self</span><span style=color:#000;font-weight:700>)</span> <span style=color:#ce5c00;font-weight:700>-></span> <span style=color:#000>Iterator</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Union</span><span style=color:#000;font-weight:700>[</span [...]
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>yield</span>
-</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/Texera/texera/blob/master/core/amber/src/main/python/pytexera/udf/examples/generator_operator.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
+</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/apache/texera/blob/main/amber/src/main/python/pytexera/udf/examples/generator_operator_integer.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
This dependency is particularly useful to implement machine learning inference operators, where a machine learning model is sent into the 2-in UDF through the <code>model</code> port, and becomes an operator state, then the tuples are coming in through the <code>tuples</code> port to be processed by the model.</p><p>An example of 2-in UDF:</p><pre tabindex=0><code>class SVMClassifier(UDFOperatorV2):
@@ -163,7 +179,8 @@ This dependency is particularly useful to implement machine learning inference o
else: # tuples port
tuple_['pred'] = self.model.predict(tuple_['text'])
yield tuple_
-</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>4.4 - Guide to enable the LLM‐based Texera agent</h1><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://githu [...]
+</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>4.4 - Guide to enable the LLM‐based Texera agent</h1><hr><h2 id=weight-40>title: “Guide to enable the LLM‐based Texera agent”
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://github.com/apache/texera/pull/4020</a>.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><ul><li>Already know how to setup Texera</li><li>Pyt [...]
</span></span></code></pre></div><h2 id=step-2-configure-api-keys>Step 2: Configure API Keys<a class=td-heading-self-link href=#step-2-configure-api-keys aria-label="Heading self-link"></a></h2><p>Set your LLM provider API key as an environment variable:</p><p><strong>For Anthropic (Claude):</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span [...]
</span></span></code></pre></div><p><strong>For OpenAI:</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>OPENAI_API_KEY</span><span style=color:#ce5c00;font-weight:700>=</span><your-openai-api-key>
</span></span></code></pre></div><blockquote><p>You can set multiple API keys if you want to use models from different providers.</p></blockquote><h2 id=step-3-start-litellm-service>Step 3: Start LiteLLM Service<a class=td-heading-self-link href=#step-3-start-litellm-service aria-label="Heading self-link"></a></h2><p>Start the LiteLLM proxy using the provided configuration:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><co [...]
@@ -188,35 +205,8 @@ This dependency is particularly useful to implement machine learning inference o
</span></span></code></pre></div><p>Alternatively, set environment variables:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_BASE_URL</span><span style=color:#ce5c00;font-weight:700>=</span>http://your-litellm-host:4000
</span></span><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_MASTER_KEY</span><span style=color:#ce5c00;font-weight:700>=</span>your-master-key
</span></span></code></pre></div><h2 id=step-6-start-texera-services>Step 6: Start Texera Services<a class=td-heading-self-link href=#step-6-start-texera-services aria-label="Heading self-link"></a></h2><p>Start the <strong>all</strong> Texera micro services, including the <code>AccessControlService</code>.</p><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>After opening any workflow, you should now see a robot icon at the bottom right [...]
-<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-f456322f35cb308c8d09a90a6f6a04c0>4.5 - Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</h1><p>This guide goes through the process of setting up Lakekeeper, which can be used as the REST Catalog service for Texera’s workflow result storage.</p><p>For more information of wh [...]
-</span></span></code></pre></div><p>Verify the installation by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>lakekeeper --version
-</span></span></code></pre></div><blockquote><p>Alternatively, you can download a pre-built binary from the <a href=https://github.com/lakekeeper/lakekeeper/releases>https://github.com/lakekeeper/lakekeeper/releases</a> and place it on your $PATH.</p></blockquote><h2 id=step-2-create-a-database-for-lakekeeper-in-postgres>Step 2: Create a Database for Lakekeeper in Postgres<a class=td-heading-self-link href=#step-2-create-a-database-for-lakekeeper-in-postgres aria-label="Heading self-link [...]
-</span></span></code></pre></div><h2 id=step-3-configure-the-bootstrap-script>Step 3: Configure the Bootstrap Script<a class=td-heading-self-link href=#step-3-configure-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Edit the <strong>User Configuration</strong> section at the top of <code>bin/bootstrap-lakekeeper.sh</code>.</p><p>First, set the PostgreSQL connection URLs used by Lakekeeper:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-si [...]
-</span></span></span><span style=display:flex><span><span style=color:#a40000>-LAKEKEEPER__PG_DATABASE_URL_WRITE=""
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_READ="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span><span style=display:flex><span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_WRITE="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span></code></pre></div><p>If you have customized storage-related values in <code>common/config/src/main/resources/storage.conf</code> (for example, the bucket name, S3 endpoint, or MinIO credentials), check the below environment variables in the script and modify their values accordingly:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span [...]
-</span></span><span style=display:flex><span> <span style=color:#8f5902;font-style:italic># if needed, update the default values after `:-` to match storage.conf</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>8181</span><span style=color:#000 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>us</span><span style=color:#000;font-weight:700>-west-2</span><span style=color:#4e9a06>}</span><span style=color:#4e9a0 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#000;font-weight:700>-iceberg</span><span style=color:#4e9a06>}</span><span style=c [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>9000</span><span style=color:#4e9a06>}</span><span style=co [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera_minio</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>password</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span></code></pre></div><h2 id=step-4-run-the-bootstrap-script>Step 4: Run the Bootstrap Script<a class=td-heading-self-link href=#step-4-run-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Run the following script in Texera repo:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>bash bin/bootstrap-lakekeeper.sh
-</span></span></code></pre></div><p>The script will:</p><ol><li>Start Lakekeeper if it’s not already running (on http://localhost:8181)</li><li>Bootstrap the Lakekeeper server (creates the default project)</li><li>Create the texera-iceberg bucket in MinIO if it doesn’t exist</li><li>Register the texera warehouse with Lakekeeper, pointing at that bucket</li></ol><h2 id=step-5-verify>Step 5: Verify<a class=td-heading-self-link href=#step-5-verify aria-label="Heading self-link"> [...]
-</span></span></code></pre></div><p>You should see a JSON response with <code>"health":"ok"</code>.</p><p>Verify that the warehouse has been created by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>curl http://localhost:8181/management/v1/warehouse
-</span></span></code></pre></div><p>You should see a warehouse in the response.</p><h2 id=step-6-switch-texera-to-use-the-rest-catalog>Step 6: Switch Texera to use the REST catalog<a class=td-heading-self-link href=#step-6-switch-texera-to-use-the-rest-catalog aria-label="Heading self-link"></a></h2><p>To make Texera actually use the Lakekeeper REST catalog you just set up, <code>edit common/config/src/main/resources/storage.conf</code>:</p><div class=highlight><pre tabindex=0 style=back [...]
-</span></span><span style=display:flex><span> iceberg {
-</span></span><span style=display:flex><span> catalog {
-</span></span><span style=display:flex><span><span style=color:#a40000>- type = postgres
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+ type = rest
-</span></span></span><span style=display:flex><span><span style=color:#00a000></span> ...
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span></code></pre></div><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>Lakekeeper is now your service of managing Iceberg RESTCatalog. Texera workflows that produce Iceberg results will write to the S3 bucket via the Iceberg RESTCatalog.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>4.6 - Migrate a Jupyter Notebook to a Texera Workflow</h1><p>This document provides gu [...]
+<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>4.5 - Migrate a Jupyter Notebook to a Texera Workflow</h1><hr><h2 id=weight-60>title: “Migrate a Jupyter Notebook to a Texera Workflow”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document provides guidelines on how to migrate a Jupyter notebook to a Texera workflow.</p><h2 id=1-overview>1. Overview<a class=td-heading-self-link href=#1-overview aria-label="Heading self-link"></a></h2><p>Jupyter Notebook is an open-source, browser-based environment for interactive computing that blends executable code with rich media in a single document. Work is organized into d [...]
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#000>file_path</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#4e9a06>'clean_tweets.csv'</span>
@@ -281,14 +271,508 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span> <span style=color:#000>length_stats</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>table</span><span style=color:#000;font-weight:700>[</span><span style=color:#4e9a06>'text_length'</span><span style=color:#000;font-weight:700>]</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>agg</span><span style=color:#000;font-weight:700>([</span><span style=color:#4e9a06>' [...]
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>yield</span> <span style=color:#000>length_stats</span>
</span></span></code></pre></div><img width=1600 height=757 alt="Screenshot 2025-07-10 at 9 38 24 PM" src=/images/github-assets/d246f929-e6b9-4828-afc2-4ae3eae92847.png><h3 id=step-4-annotate-some-operators-as-view-result-to-display-the-same-results-as-notebook>Step 4: Annotate some operators as ‘View Result’ to display the same results as Notebook<a class=td-heading-self-link href=#step-4-annotate-some-operators-as-view-result-to-display-the-same-results-as-notebook aria-label="Heading [...]
-<img width=1600 height=767 alt="Screenshot 2025-07-10 at 9 41 25 PM" src=/images/github-assets/9e600e5f-f2a9-41dc-a8a5-9f261d45ac43.png></p><h2 id=3-tips>3. Tips<a class=td-heading-self-link href=#3-tips aria-label="Heading self-link"></a></h2><ul><li><strong>Utilize Texera native operators as much as possible</strong></li></ul><p>Texera contains more than 110 built-in operators that cover data loading, cleaning, wrangling, visualization, and AI/ML. Replacing custom code with native oper [...]
+<img width=1600 height=767 alt="Screenshot 2025-07-10 at 9 41 25 PM" src=/images/github-assets/9e600e5f-f2a9-41dc-a8a5-9f261d45ac43.png></p><h2 id=3-tips>3. Tips<a class=td-heading-self-link href=#3-tips aria-label="Heading self-link"></a></h2><ul><li><strong>Utilize Texera native operators as much as possible</strong></li></ul><p>Texera contains more than 110 built-in operators that cover data loading, cleaning, wrangling, visualization, and AI/ML. Replacing custom code with native oper [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section contains detailed, low-level reference materials for Texera’s configuration, components, and internal modules.</p></div><p>The <strong>Reference</strong> section provides look-up documentation for developers and maintainers who need specific, technical information about Texera’s internals or environment.<br>Unlike the <a href=/docs/concept [...]
+description: “Complete reference for all Texera operators organized by category”
+weight: 1
+categories: [Documentation]
+tags: [operators, reference, index]<a class=td-heading-self-link href=#tags-operators-reference-index aria-label="Heading self-link"></a></h2><h2 id=quick-links>Quick Links<a class=td-heading-self-link href=#quick-links aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/parameters/>Parameter Reference</a> - ML parameter specifications</li></ul><hr><h2 id=operator-categories>Operator Categories<a class=td-heading-self-link href=#operator-categories ar [...]
+description: “Operators in the Data Input category”
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Input</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/>Arrow File Scan</a></td><td>Scan data from an Ar [...]
+description: “Scan data from an Arrow file”
+category: “Data Input”
+operator_type: “ArrowSource”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSV file”
+category: “Data Input”
+operator_type: “CSVFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSVOld file”
+category: “Data Input”
+operator_type: “CSVOldFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Select a dataset version and output one filename tuple per file”
+category: “Data Input”
+operator_type: “FileLister”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dataset</td [...]
+description: “Scan data from a file”
+category: “Data Input”
+operator_type: “FileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from file paths provided by input tuples”
+category: “Data Input”
+operator_type: “FileScanOp”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Encoding</t [...]
+description: “Scan data from a JSONL file”
+category: “Data Input”
+operator_type: “JSONLFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Source data from manually inputted text”
+category: “Data Input”
+operator_type: “TextInput”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Text</td><t [...]
+description: “Operators in the Database Connector category”
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Database Connector</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/>AsterixDB Sourc [...]
+description: “Read data from a AsterixDB instance”
+category: “Database Connector”
+operator_type: “AsterixDBSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a MySQL instance”
+category: “Database Connector”
+operator_type: “MySQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a PostgreSQL instance”
+category: “Database Connector”
+operator_type: “PostgreSQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Operators in the Search category”
+weight: 3
+categories: [Operators]
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Search</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/search/dictionary-matcher/>Dictionary matcher</a></td><td>Matches tuples if they appear [...]
+description: “Matches tuples if they appear in a given dictionary”
+category: “Search”
+operator_type: “DictionaryMatcher”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dictionary</td><td>✓</t [...]
+description: “Search for keyword(s) in a string column”
+category: “Search”
+operator_type: “KeywordSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Search a regular expression in a string column”
+category: “Search”
+operator_type: “Regex”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Case Insensitive</td><t [...]
+description: “Search for Substring(s) in a string column”
+category: “Search”
+operator_type: “SubstringSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Operators in the Data Cleaning category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Cleaning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/data-cleaning/join/>Join</a></li><li><a href=/docs/latest/reference/operators/data-cleaning/set/>Set</a></li><li><a href=/docs/lat [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Remove duplicate tuples”
+category: “Data Cleaning”
+operator_type: “Distinct”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../output-modes/#set-snapshot>Set Snapshot</a></td></ [...]
+description: “Performs a filter operation using OR between multiple predicates”
+category: “Data Cleaning”
+operator_type: “Filter”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Pr [...]
+description: “Limit the number of output rows”
+category: “Data Cleaning”
+operator_type: “Limit”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Li [...]
+description: “Keeps or drops the column”
+category: “Data Cleaning”
+operator_type: “Projection”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dr [...]
+description: “Cast between types”
+category: “Data Cleaning”
+operator_type: “TypeCasting”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ty [...]
+description: “Operators in the Machine Learning category”
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class=td-heading-self-link href=#tags-machine-learning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Machine Learning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a></li><li><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
+description: “Operators in the Utilities category”
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Utilities</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/utilities/random-k-sampling/>Random K Sampling</a></td><td>Random sampling with [...]
+description: “Random sampling with given percentage”
+category: “Utilities”
+operator_type: “RandomKSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Random K Sampl [...]
+description: “Reservoir Sampling with k items being kept randomly”
+category: “Utilities”
+operator_type: “ReservoirSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Number Of Item [...]
+description: “Split data to two different ports”
+category: “Utilities”
+operator_type: “Split”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Split Percenta [...]
+description: “Unnest the string values in the column separated by a delimiter to multiple values”
+category: “Utilities”
+operator_type: “UnnestString”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Delimiter</td> [...]
+description: “Operators in the External API category”
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > External API</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/external-api/reddit-search/>Reddit Search</a></td><td>Search for recen [...]
+description: “Search for recent posts with python-wrapped Reddit API, PRAW”
+category: “External API”
+operator_type: “RedditSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Clien [...]
+description: “Retrieve data from Twitter Full Archive Search API”
+category: “External API”
+operator_type: “TwitterFullArchiveSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Retrieve data from Twitter Search API”
+category: “External API”
+operator_type: “TwitterSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Fetch the content of a single URL”
+category: “External API”
+operator_type: “URLFetcher”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>URL</ [...]
+description: “Operators in the User-defined Functions category”
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class=td-heading-self-link href=#tags-user-defined-functions aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > User-defined Functions</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/user-defined-functions/python/>Python</a></li><li><a href=/docs/latest/reference/operators/user-defined [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>5.1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined functio [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>5.1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined functio [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -310,7 +794,19 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>5.1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>5.1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -332,7 +828,15 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>5.1.8.2 - Java</h1><div class=lead>Operators in the Java category</d [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>5.1.8.2 - Java</h1><div class=lead>Operators in the Java category</d [...]
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -347,7 +851,15 @@ This dependency is particularly useful to implement machine learning inference o
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>5.1.8.3 - R</h1><div class=lead>Operators in the R category</ [...]
+</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>5.1.8.3 - R</h1><div class=lead>Operators in the R category</ [...]
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -357,7 +869,11 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>5.1.8.3.2 - R UDF</h1><div class=lead>User-defined function operator [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>5.1.8.3.2 - R UDF</h1><div class=lead>User-defined function operator [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -367,28 +883,300 @@ This dependency is particularly useful to implement machine learning inference o
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function(tuple, port) {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (tuple)</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>5.1.9 - Visualization</h1><div class=lead>Operators in the Visualiza [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>5.1.9 - Visualization</h1><div class=lead>Operators in the Visualiza [...]
+description: “Operators in the Visualization category”
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Visualization</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/visualization/basic/>Basic</a></li><li><a href=/docs/latest/reference/operators/visualization/statistical/>Statistical</a></li><li [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize Data in a Depth Two Nested Table”
+category: “Visualization”
+operator_type: “NestedTable”
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ad [...]
+description: “Operators in the Control Block category”
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Control Block</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/control-block/if/>If</a></td><td>If</td></tr><tr><td><a href=/docs/ [...]
+description: “If”
+category: “Control Block”
+operator_type: “If”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Co [...]
+description: “Sleep n seconds between each tuple”
+category: “Control Block”
+operator_type: “Sleep”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Sl [...]
+description: “Reference for operator output port modes”
+weight: 12
+categories: [Reference]
+tags: [reference]<a class=td-heading-self-link href=#tags-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a></p><p>Texera operators emit data through output ports. Each port advertises a <strong>mode</strong> that describes how downstream operators should interpret the stream of tuples it produces.</p><h3 id=set-snapshot>Set Snapshot<a class=td-heading-self-link href=#set-snapshot aria-label="Heading self-link"></a></h3><p>The port <strong>re-em [...]
+description: “Complete reference for machine learning operator parameters”
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class=td-heading-self-link href=#tags-parameters-ml-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Home</a></p><h2 id=available-parameter-sets>Available Parameter Sets<a class=td-heading-self-link href=#available-parameter-sets aria-label="Heading self-link"></a></h2><table><thead><tr><th>Parameter Set</th><th>Used By</th><th>Operators</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/opera [...]
+description: “Hyperparameters accepted by SklearnAdvancedKNN”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/knn-classifier/>KNN Classifier</a></li><li><a href=../../machine [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVC”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-classifier/>SVM Classifier</a></li></ul><h2 id=parameters>Pa [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVR”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-regressor/>SVM Regressor</a></li></ul><h2 id=parameters>Para [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-ad3966a9e159fb80d68930e38e39069c>5.3 - Frontend</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-20>title: Frontend
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-9e5d009100f449e0b0ce059980fa8916>5.4 - Project Structure</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-30>title: Project Structure
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-c73f45a1294ed12f96df446a4392723e>5.5 - Storage</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-40>title: Storage
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-e283be383c24b281b22e46091820121d>5.6 - Configuration</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-50>title: Configuration
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-c4364e1bc073ac45ca67d03c4be70e64>6 - Contribution Guidelines</h1><div class=lead>How to contribute to Texera code and documentation.</div><hr><h2 id=tags-contributing-development-documentation-github-workflow>title: “Contribution Guidelines”
+description: “How to contribute to Texera code and documentation.”
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class=td-heading-self-link href=#tags-contributing-development-documentation-github-workflow aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>We follow a fork-based workflow and adopt the <a href=https://www.convent [...]
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafixAll
</span></span></code></pre></div></li><li>Run formatter:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtCheckAll
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtAll
-</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>cd</span> core
-</span></span><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
-</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, <code>core</code> for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class= [...]
+</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
+</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, the repo root for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=lang [...]
</span></span><span style=display:flex><span>ng <span style=color:#204a87>test</span> --watch<span style=color:#ce5c00;font-weight:700>=</span><span style=color:#204a87>false</span>
</span></span></code></pre></div></li><li>Format code:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>yarn format:fix
-</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
+</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership...
-</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/Texera/texera>Texera GitHub r [...]
-</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/Texera/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
-</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 11)
-</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311310><a href=mailto:Python@3.12>Python@3.12</a>/3.11/3.10<a class=td-heading-self-link href=#311310 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>O [...]
+</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/apache/texera>Texera GitHub r [...]
+</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/apache/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>We welcome interested developers to participate in the project and make contributions.</p><ol><li>Follow the instructions at <a href=https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node>https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node</a> to install Texera on your laptop using Docker. Get familiar with the system as a user.</li><li>Follow the step [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><h2 id=0-requirements>0. Requirements<a class=td-heading-self-link href=#0-requirements aria-label="Heading self-link"></a></h2><h4 id=java-17-jdk><strong>Java 17 JDK</strong><a class=td-heading-self-link href=#java-17-jdk aria-label="Heading self-link"></a></h4><p>Install <code>Java JDK 17 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code [...]
+</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 17)
+</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311><a href=mailto:Python@3.12>Python@3.12</a>/3.11<a class=td-heading-self-link href=#311 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>On Windows, insta [...]
</span></span></span></code></pre></div><h4 id=sbt-scala-build-tool><strong>sbt (Scala Build Tool)</strong><a class=td-heading-self-link href=#sbt-scala-build-tool aria-label="Heading self-link"></a></h4><p>Install <code>sbt</code> for building the project. Please refer to <a href=https://www.scala-sbt.org/1.x/docs/Setup.html>sbt Reference Manual — Installing sbt</a>. We recommend you to use <a href=https://sdkman.io/install>sdkman</a> to install sbt.</p><p>Verify the installation by:</p [...]
-</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--18x><strong>node LTS Version > 18.x</strong><a class=td-heading-self-link href=#node-lts-version--18x aria-label="Heading self-link"></a></h4><p>Install an LTS version (not the latest) of <code>node</code>. Currently, we require LTS version > 18.x.</p><p>On Windows, install from <a href=https://nodejs.org/en/>https:// [...]
-</span></span></span></code></pre></div><h4 id=angular-16-cli><strong>Angular 16 Cli</strong><a class=td-heading-self-link href=#angular-16-cli aria-label="Heading self-link"></a></h4><p>Install the angular 16 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@16
+</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--24><strong>node LTS Version >= 24</strong><a class=td-heading-self-link href=#node-lts-version--24 aria-label="Heading self-link"></a></h4><p>Install an LTS version of <code>node</code>. Currently, we require version 24 or newer (see <code>engines</code> in <code>frontend/package.json</code>).</p><p>On Windows, instal [...]
+</span></span></span></code></pre></div><h4 id=angular-21-cli><strong>Angular 21 Cli</strong><a class=td-heading-self-link href=#angular-21-cli aria-label="Heading self-link"></a></h4><p>Install the angular 21 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@21
</span></span></span></code></pre></div><p>Verify the installation by:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>ng version
-</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
+</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
</span></span></span></code></pre></div><p>Do the following changes to the configuration files:</p><ul><li>Edit <code>common/config/src/main/resources/storage.conf</code> to use your Postgres credentials.</li></ul><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-diff data-lang=diff><span style=display:flex><span> jdbc {
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#a40000>- username = "postgres"
@@ -424,7 +1212,7 @@ org.eclipse.jetty.server.Server: Started
</span></span></span></code></pre></div><p>Ignore those warnings (warnings are usually marked in yellow color or start with <code>WARN</code>).</p><h3 id=launch-frontend-in-intellij-for-local-development>Launch Frontend in IntelliJ for local development<a class=td-heading-self-link href=#launch-frontend-in-intellij-for-local-development aria-label="Heading self-link"></a></h3><ol><li>Click on the Green Run button next to the <code>start</code> in <code>frontend/package.json</code>.</li>< [...]
You can also run frontend using command line:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>yarn start
</span></span></span></code></pre></div><h3 id=launch-frontend-in-the-production-environment>Launch Frontend in the production environment<a class=td-heading-self-link href=#launch-frontend-in-the-production-environment aria-label="Heading self-link"></a></h3><p>Run the following command</p><pre tabindex=0><code>yarn run build
-</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>config/s [...]
+</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>common/c [...]
Please don’t leave the permission setting blank. If the permission is missing for an endpoint, it will be @PermitAll by default.</li></ol><h3 id=windows-enable-long-paths><strong>Windows: enable long paths</strong><a class=td-heading-self-link href=#windows-enable-long-paths aria-label="Heading self-link"></a></h3><p>Some workflows create deep directories (e.g., when writing <code>metadata.json</code> via Python/ICEBERG). On Windows, this can exceed the legacy <code>MAX_PATH</code> [...]
</code></pre><p>Enable long paths support (per machine) by running PowerShell <strong>as Administrator</strong>:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>New-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <spa [...]
</span></span></code></pre></div><p>Verify the setting (expected value: <code>1</code>):</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>Get-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <span style=color:#000>-Name [...]
@@ -433,9 +1221,11 @@ Please don’t leave the permission setting blank. If the permission is miss
<a href=https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin>https://github.com/cdarlint/winutils/tree/master/hadoop-3.3.5/bin</a></li></ul></li><li>Create the directory and place the binary:<pre tabindex=0><code>C:\hadoop\bin\winutils.exe
</code></pre></li><li>In IntelliJ, add this <strong>VM option</strong> to the <strong>FileService</strong> run configuration:<pre tabindex=0><code>-Dhadoop.home.dir="C:\hadoop"
</code></pre></li><li>(Optional) Also set a system environment variable and restart the IDE/terminal:<pre tabindex=0><code>HADOOP_HOME=C:\hadoop
-</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>6.3 - Guide to Fron [...]
+</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details></div><div class=td-content style=page-break-before:always><h1 id=pg-5295515001dd36b127b6e2e999178e65>6.3 - Guide to Fron [...]
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><p><strong>Author: Yinan Zhou</strong></p><h1 id=introduction>Introduction:<a class=td-heading-self-link href=#introduction aria-label="Heading self-link"></a></h1><p>If you are new to Texera frontend development team or have little frontend experience using the angular framework, this read intends to provide you with a simple guide of how to get started.</p><h1 id=preparation-phase>Preparatio [...]
Other than these, angular largely inherits the traditional way of creating a web page. Each component contains four foundational files (.ts | .html | .css | spec.ts), corresponding to typescript (which is basically JavaScript with better scalability), HTML, CSS, and unit testing respectively. Just like how web pages were traditionally written, you will be coding in</p><ol><li>html: the structure of the component</li><li>css: the style of the component</li><li>typescript: the content of t [...]
-and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>In this page, we’ll explain the basic concepts in Texera and use examples to show how to implement an operator.</p><h3 id=code-structure-of-every-operator>Code structure of every operator:<a class=td-heading-self-link href=#code-structure-of-every-operator aria-label="Heading self-link"></a></h3><p>Every operator ideally has three classes that are found in each operator package in <co [...]
1 "today is a good day"
2 "weather is bad during the day"
</code></pre><p>Each row is called a <code>Tuple</code>, and each column is called a <code>Field</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// get the value of a field by column name
@@ -448,7 +1238,7 @@ and additionally:</li><li>unit tests: so that the component can be debugged in t
A <code>schema</code> contains a list of <code>attributes</code>, and each <code>attribute</code> has a <code>name</code> (name of the column) and a <code>type</code> (data type of the column).</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#000>schema</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#000>t [...]
</span></span><span style=display:flex><span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>0</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f5902;font-style:italic>// Attribute("id", AttributeTy [...]
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>1</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f590 [...]
-</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
+</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>required</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#204a87;font-weight:700>true</span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#ce5c00;font-weight:700>)</span>
@@ -496,10 +1286,10 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>abstract</span> <span style=color:#204a87;font-weight:700>class</span> <span style=color:#000>LogicalOp</span> <span style=color:#204a87;font-weight:700>extends</span> <span style=color:#000>PortDescriptor</span> <span style=color:#204a87;font-weight:700>with</span> <span style=color:#000>Serializable</span> <span style=color:#ce5c00;font-weight:700>{</span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>}</span>
-</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>core/gui/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
+</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>frontend/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
1 "today is a good day" "positive"
2 "weather is bad during the day" "negative"
-</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/core/workflow-operator/src/main/scala/edu/uci/ics/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=color:#204a [...]
+</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=col [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>required</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>true</span><span s [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#000;font-weight:700>)</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -534,7 +1324,7 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>Schema</span><span style=color:#000;font-weight:700>.</span><span style=color:#c4a000>newBuilder</span><span style=color:#000;font-weight:700>().</span><span style=color:#c4a000>add</span><span style=color:#000;font-weight:700>(</span> [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
+</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>open</span><span style=color:#ce5c00;font-weight:700>()</span><span style=color:#204a87;font-weight:700>:</span> <span style=color:#204a87;font-weight:700>Unit</span>
</span></span><span style=display:flex><span>
@@ -561,7 +1351,8 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#4e9a06>"Name of the newly added output columns that the UDF will produce, if any"</span>
</span></span><span style=display:flex><span><span style=color:#000;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#000>var</span> <span style=color:#000>outputColumns</span><span style=color:#000;font-weight:700>:</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>]</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>()</span>
-</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>amber/src/main/scala/edu/uci/ics/texera/workflow/common/operators/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All operator i [...]
+</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All ope [...]
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><p>In the <a href=/docs/tutorials/guide-to-use-python-udf/>page for PythonUDF</a>, we introduced the basic concepts of PythonUDF and described each API. To let other users use the Python operators, it is necessary to implement it as a native operator.</p><p>In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start [...]
As shown in the following code block, the UDF contains 3 steps:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#204a87;font-weight:700>from</span> <span style=color:#000>pytexera</span> <span style=color:#204a87;font-weight:700>import</span> <span style=color:#ce5c00;font-weight:700>*</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
@@ -588,20 +1379,8 @@ As described in the<a href=/docs/contribution-guidelines/guide-to-implement-java
</span></span><span style=display:flex><span> <span style=color:#000>Schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>newBuilder</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>add</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>new</span> <span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"html-content"</span><span st [...]
</span></span><span style=display:flex><span> <span style=color:#000;font-weight:700>}</span>
</span></span></code></pre></div></li><li><p>Chart type<br>Since this operator is a visualization operator, we need to register its chart type as a <code>HTML_VIZ</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>override</span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>chartType</span><s [...]
-</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># make sure to give scripts the execution permission </span>
-</span></span><span style=display:flex><span>chmod +x scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>chmod +x scripts/workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Build the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/build-workflow-compiling-service.sh
-</span></span><span style=display:flex><span>
-</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># Run the WorkflowCompilingService</span>
-</span></span><span style=display:flex><span>scripts/workflow-compiling-service.sh
-</span></span></code></pre></div><h2 id=how-to-set-up-the-development-environment>How to set up the development environment<a class=td-heading-self-link href=#how-to-set-up-the-development-environment aria-label="Heading self-link"></a></h2><p>As there are many sub sbt projects under <code>micro-services</code>, Intellij is the most suitable IDE for setting up the whole environment</p><h3 id=use-intellij-most-recommended>Use Intellij (Most Recommended)<a class=td-heading-self-link href=# [...]
-<img width=716 alt="Screenshot 2024-11-19 at 6 00 08 PM" src=/images/github-assets/4e446332-7cfa-4974-b59b-2088a7a2d921.png></li></ol><p>Once you open it, Intellij will auto-detect the sbt setting and start to load the project. After loading you should see the sbt tab, which has the <code>micro-services</code> as the root project and several other services as the sub-projects:
-<img width=200 alt="Screenshot 2024-11-19 at 6 05 15 PM" src=/images/github-assets/24ba1a31-1c82-4441-b525-7facc00c3ada.png></p><ol start=2><li>Run <code>sbt clean compile</code> command in folder <code>core/micro-services</code>. This command will compile everything under <code>micro-services</code> and generate proto-specified codes.</li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-672001f0144398bfa6d5c14b11b30c9b>6.7 - Apache License header</h1><p>Every fi [...]
+</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><p>Every file must include the Apache License as a header. This can be automated in IntelliJ by
adding a Copyright profile:</p><ol><li><p>Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.</p></li><li><p>Add a new profile and name it “Apache”.</p></li><li><p>Add the following text as the license text:</p><pre tabindex=0><code>Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
@@ -618,7 +1397,8 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
</code></pre></li><li><p>Go to “Editor” → “Copyright” and choose the “Apache” profile as the default profile for this
-project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>6.8 - [VOTE] Release Apache Texera (incubating) Email Template</h1><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artifac [...]
+project.</p></li><li><p>Click “Apply”.</p></li></ol></div><div class=td-content style=page-break-before:always><h1 id=pg-9433b1b73f2bcacc105c6029faf0f332>6.7 - [VOTE] Release Apache Texera (incubating) Email Template</h1><hr><h2 id=weight-80>title: “[VOTE] Release Apache Texera (incubating) Email Template”
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p><p>Hi Texera Community,</p><p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p><p>== Release Candidate Artifacts ==</p><p>The release candidate artifacts can be found at:
<a href=https://dist.apache.org/repos/dist/dev/incubator/texera/$%7BRC_DIR%7D/>https://dist.apache.org/repos/dist/dev/incubator/texera/${RC_DIR}/</a></p><p>The artifacts include:</p><ul><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz (source tarball)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.asc (GPG signature)</li><li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.sha512 (SHA512 checksum)</li></ul><p>== Git Tag ==</p><p>The Git tag for this release candidate:
<a href=https://github.com/apache/incubator-texera/releases/tag/$%7BTAG_NAME%7D>https://github.com/apache/incubator-texera/releases/tag/${TAG_NAME}</a></p><p>The commit hash for this tag:
${COMMIT_HASH}</p><p>== Release Notes ==</p><p>Release notes can be found at:
@@ -638,7 +1418,9 @@ cd apache-texera-${VERSION}-rc${RC_NUM}-src</p><h1 id=follow-build-instructions-
[ ] Source tarball matches the Git tag
[ ] Can compile from source successfully</p><p>Thanks,
[Your Name]
-Apache Texera (incubating) PPMC</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f88d12e8d02886ce5f0191e0035b2699>7 - Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication mechanisms, authorization policies, user roles, resource a [...]
+Apache Texera (incubating) PPMC</p></div><div class=td-content style=page-break-before:always><h1 id=pg-f88d12e8d02886ce5f0191e0035b2699>7 - Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><hr><h2 id=weight-70>title: Security
+description: Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication mechanisms, authorization policies, user roles, resource access control, and guidelines for reporting security vulnerabilities. Understanding these security features is essential for deployment managers and users to ensure secure operation of Texe [...]
via the web application. Understanding resource types and how access to them is managed is critical to following
Texera’s security model.</p><h3 id=resource-types>Resource Types<a class=td-heading-self-link href=#resource-types aria-label="Heading self-link"></a></h3><p>Texera supports the following resource types:</p><ul><li><strong>Datasets</strong>: Input data imported or uploaded for workflow processing</li><li><strong>Workflows</strong>: Data analytics pipelines defined by users</li><li><strong>Computing Units</strong>: Execution environments for running workflows (e.g., Kubernates PODs) [...]
granting access permissions:</p><ul><li><strong>READ</strong>: View the resource and its contents</li><li><strong>WRITE</strong>: Modify, execute, delete, and share the resource</li><li><strong>NONE</strong>: No access to the resource</li></ul><p>Resources can be shared with specific users or made public. Public resources are visible to all users. Resource owners
@@ -662,7 +1444,9 @@ clusters. For details on supported deployment options and their operational diff
our <a href=/docs/getting-started/run-on-kubernetes/>wiki</a>.</p><h3 id=computing-unit-types>Computing Unit Types<a class=td-heading-self-link href=#computing-unit-types aria-label="Heading self-link"></a></h3><p>Texera executes workflows on <strong>computing units</strong>. UI users (REGULAR and ADMIN) can execute arbitrary code (e.g., through
UDFs written in Python, R, Scala) within computing units as part of their workflows. This code is currently not
sandboxed or restricted by Texera. Deployment managers configure which types of computing units are available:</p><h4 id=local-computing-units>Local Computing Units<a class=td-heading-self-link href=#local-computing-units aria-label="Heading self-link"></a></h4><p>Local computing units run as processes on the same machine as the Texera services (single-node deployment).</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for development, testing, and small team use</li>< [...]
-a user needs it.</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for production environments and multi-tenant deployments</li><li>Each computing unit runs in an isolated Kubernetes pod</li><li>UI users configure resource limits (CPU, memory, GPU) per pod</li><li>Pods can be scheduled across multiple nodes for better resource distribution</li></ul><p><strong>Security considerations</strong>:</p><ul><li>Better isolation between users compared to local computing units</ [...]
+a user needs it.</p><p><strong>Security characteristics</strong>:</p><ul><li>Suitable for production environments and multi-tenant deployments</li><li>Each computing unit runs in an isolated Kubernetes pod</li><li>UI users configure resource limits (CPU, memory, GPU) per pod</li><li>Pods can be scheduled across multiple nodes for better resource distribution</li></ul><p><strong>Security considerations</strong>:</p><ul><li>Better isolation between users compared to local computing units</ [...]
+description: Explore example workflows and applications built with Texera.
+weight: 80<a class=td-heading-self-link href=#weight-80 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section showcases example workflows, use cases, and demonstrations to help you understand Texera in action.</p></div><p>Texera makes it easy to design and execute data analytics workflows visually.<br>Here, you’ll find a collection of <strong>example workflows</strong> that highlight Texera’s capabilities — from data ingestion and transformation t [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/reference/index.html b/_print/docs/latest/reference/index.html
index 1bdd75b0..5332100e 100644
--- a/_print/docs/latest/reference/index.html
+++ b/_print/docs/latest/reference/index.html
@@ -1,14 +1,508 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/ [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/ [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/>Return to the regular view of this page</a>.</p></div><h1 class=title>Reference</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><ul><li>1: <a href=#pg-710d9e33c5167dfe4e9c3c8721abf1fd>Operators</a></li><ul><li>1.1: <a href=#pg-daf714f91a212241755484236bdc7e73>Data Input</a></li><ul><li>1.1.1: <a href=#pg-e0dd2bd0817d188beee [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/>Return to the regular view of this page</a>.</p></div><h1 class=title>Reference</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><ul><li>1: <a href=#pg-710d9e33c5167dfe4e9c3c8721abf1fd>Operators</a></li><ul><li>1.1: <a href=#pg-daf714f91a212241755484236bdc7e73>Data Input</a></li><ul><li>1.1.1: <a href=#pg-e0dd2bd0817d188beee [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section contains detailed, low-level reference materials for Texera’s configuration, components, and internal modules.</p></div><p>The <strong>Reference</strong> section provides look-up documentation for developers and maintainers who need specific, technical information about Texera’s internals or environment.<br>Unlike the <a href=/docs/concept [...]
+description: “Complete reference for all Texera operators organized by category”
+weight: 1
+categories: [Documentation]
+tags: [operators, reference, index]<a class=td-heading-self-link href=#tags-operators-reference-index aria-label="Heading self-link"></a></h2><h2 id=quick-links>Quick Links<a class=td-heading-self-link href=#quick-links aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/parameters/>Parameter Reference</a> - ML parameter specifications</li></ul><hr><h2 id=operator-categories>Operator Categories<a class=td-heading-self-link href=#operator-categories ar [...]
+description: “Operators in the Data Input category”
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Input</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/>Arrow File Scan</a></td><td>Scan data from an Ar [...]
+description: “Scan data from an Arrow file”
+category: “Data Input”
+operator_type: “ArrowSource”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSV file”
+category: “Data Input”
+operator_type: “CSVFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSVOld file”
+category: “Data Input”
+operator_type: “CSVOldFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Select a dataset version and output one filename tuple per file”
+category: “Data Input”
+operator_type: “FileLister”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dataset</td [...]
+description: “Scan data from a file”
+category: “Data Input”
+operator_type: “FileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from file paths provided by input tuples”
+category: “Data Input”
+operator_type: “FileScanOp”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Encoding</t [...]
+description: “Scan data from a JSONL file”
+category: “Data Input”
+operator_type: “JSONLFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Source data from manually inputted text”
+category: “Data Input”
+operator_type: “TextInput”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Text</td><t [...]
+description: “Operators in the Database Connector category”
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Database Connector</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/>AsterixDB Sourc [...]
+description: “Read data from a AsterixDB instance”
+category: “Database Connector”
+operator_type: “AsterixDBSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a MySQL instance”
+category: “Database Connector”
+operator_type: “MySQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a PostgreSQL instance”
+category: “Database Connector”
+operator_type: “PostgreSQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Operators in the Search category”
+weight: 3
+categories: [Operators]
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Search</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/search/dictionary-matcher/>Dictionary matcher</a></td><td>Matches tuples if they appear [...]
+description: “Matches tuples if they appear in a given dictionary”
+category: “Search”
+operator_type: “DictionaryMatcher”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dictionary</td><td>✓</t [...]
+description: “Search for keyword(s) in a string column”
+category: “Search”
+operator_type: “KeywordSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Search a regular expression in a string column”
+category: “Search”
+operator_type: “Regex”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Case Insensitive</td><t [...]
+description: “Search for Substring(s) in a string column”
+category: “Search”
+operator_type: “SubstringSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Operators in the Data Cleaning category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Cleaning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/data-cleaning/join/>Join</a></li><li><a href=/docs/latest/reference/operators/data-cleaning/set/>Set</a></li><li><a href=/docs/lat [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Remove duplicate tuples”
+category: “Data Cleaning”
+operator_type: “Distinct”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../output-modes/#set-snapshot>Set Snapshot</a></td></ [...]
+description: “Performs a filter operation using OR between multiple predicates”
+category: “Data Cleaning”
+operator_type: “Filter”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Pr [...]
+description: “Limit the number of output rows”
+category: “Data Cleaning”
+operator_type: “Limit”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Li [...]
+description: “Keeps or drops the column”
+category: “Data Cleaning”
+operator_type: “Projection”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dr [...]
+description: “Cast between types”
+category: “Data Cleaning”
+operator_type: “TypeCasting”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ty [...]
+description: “Operators in the Machine Learning category”
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class=td-heading-self-link href=#tags-machine-learning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Machine Learning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a></li><li><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
+description: “Operators in the Utilities category”
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Utilities</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/utilities/random-k-sampling/>Random K Sampling</a></td><td>Random sampling with [...]
+description: “Random sampling with given percentage”
+category: “Utilities”
+operator_type: “RandomKSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Random K Sampl [...]
+description: “Reservoir Sampling with k items being kept randomly”
+category: “Utilities”
+operator_type: “ReservoirSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Number Of Item [...]
+description: “Split data to two different ports”
+category: “Utilities”
+operator_type: “Split”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Split Percenta [...]
+description: “Unnest the string values in the column separated by a delimiter to multiple values”
+category: “Utilities”
+operator_type: “UnnestString”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Delimiter</td> [...]
+description: “Operators in the External API category”
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > External API</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/external-api/reddit-search/>Reddit Search</a></td><td>Search for recen [...]
+description: “Search for recent posts with python-wrapped Reddit API, PRAW”
+category: “External API”
+operator_type: “RedditSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Clien [...]
+description: “Retrieve data from Twitter Full Archive Search API”
+category: “External API”
+operator_type: “TwitterFullArchiveSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Retrieve data from Twitter Search API”
+category: “External API”
+operator_type: “TwitterSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Fetch the content of a single URL”
+category: “External API”
+operator_type: “URLFetcher”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>URL</ [...]
+description: “Operators in the User-defined Functions category”
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class=td-heading-self-link href=#tags-user-defined-functions aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > User-defined Functions</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/user-defined-functions/python/>Python</a></li><li><a href=/docs/latest/reference/operators/user-defined [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined function [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined function [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -30,7 +524,19 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add a [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add a [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -52,7 +558,15 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>1.8.2 - Java</h1><div class=lead>Operators in the Java category</div [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>1.8.2 - Java</h1><div class=lead>Operators in the Java category</div [...]
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -67,7 +581,15 @@
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>1.8.3 - R</h1><div class=lead>Operators in the R category</di [...]
+</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>1.8.3 - R</h1><div class=lead>Operators in the R category</di [...]
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -77,7 +599,11 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>1.8.3.2 - R UDF</h1><div class=lead>User-defined function operator i [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>1.8.3.2 - R UDF</h1><div class=lead>User-defined function operator i [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -87,7 +613,274 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function(tuple, port) {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (tuple)</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>1.9 - Visualization</h1><div class=lead>Operators in the Visualizati [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>1.9 - Visualization</h1><div class=lead>Operators in the Visualizati [...]
+description: “Operators in the Visualization category”
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Visualization</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/visualization/basic/>Basic</a></li><li><a href=/docs/latest/reference/operators/visualization/statistical/>Statistical</a></li><li [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize Data in a Depth Two Nested Table”
+category: “Visualization”
+operator_type: “NestedTable”
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ad [...]
+description: “Operators in the Control Block category”
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Control Block</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/control-block/if/>If</a></td><td>If</td></tr><tr><td><a href=/docs/ [...]
+description: “If”
+category: “Control Block”
+operator_type: “If”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Co [...]
+description: “Sleep n seconds between each tuple”
+category: “Control Block”
+operator_type: “Sleep”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Sl [...]
+description: “Reference for operator output port modes”
+weight: 12
+categories: [Reference]
+tags: [reference]<a class=td-heading-self-link href=#tags-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a></p><p>Texera operators emit data through output ports. Each port advertises a <strong>mode</strong> that describes how downstream operators should interpret the stream of tuples it produces.</p><h3 id=set-snapshot>Set Snapshot<a class=td-heading-self-link href=#set-snapshot aria-label="Heading self-link"></a></h3><p>The port <strong>re-em [...]
+description: “Complete reference for machine learning operator parameters”
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class=td-heading-self-link href=#tags-parameters-ml-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Home</a></p><h2 id=available-parameter-sets>Available Parameter Sets<a class=td-heading-self-link href=#available-parameter-sets aria-label="Heading self-link"></a></h2><table><thead><tr><th>Parameter Set</th><th>Used By</th><th>Operators</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/opera [...]
+description: “Hyperparameters accepted by SklearnAdvancedKNN”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/knn-classifier/>KNN Classifier</a></li><li><a href=../../machine [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVC”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-classifier/>SVM Classifier</a></li></ul><h2 id=parameters>Pa [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVR”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-regressor/>SVM Regressor</a></li></ul><h2 id=parameters>Para [...]
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-ad3966a9e159fb80d68930e38e39069c>3 - Frontend</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-20>title: Frontend
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-9e5d009100f449e0b0ce059980fa8916>4 - Project Structure</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-30>title: Project Structure
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-c73f45a1294ed12f96df446a4392723e>5 - Storage</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-40>title: Storage
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2></div><div class=td-content style=page-break-before:always><h1 id=pg-e283be383c24b281b22e46091820121d>6 - Configuration</h1><div class=lead>In-depth technical and configuration references for Texera’s components and environment.</div><hr><h2 id=weight-50>title: Configuration
+description: In-depth technical and configuration references for Texera’s components and environment.
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2></div></main></div></div><footer class="td-footer row d-print-none"><div class=container-fluid><div class="row mx-md-2 pb-3"><div class="td-footer__left col-6 col-sm-4 order-sm-1"><ul class=td-footer__links-list><li class=td-footer__links-item data-bs-toggle=tooltip title="Quick Start" aria-label="Quick Start"><a target=_blank rel=noopener href=/docs/latest/getting-started/ aria-label="Quick S [...]
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diff --git a/_print/docs/latest/reference/operators/control-block/index.html b/_print/docs/latest/reference/operators/control-block/index.html
index f496ed1b..33e73b75 100644
--- a/_print/docs/latest/reference/operators/control-block/index.html
+++ b/_print/docs/latest/reference/operators/control-block/index.html
@@ -1,7 +1,19 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/control-block/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/control-block/index.xml><meta name=robots content="noindex, nof [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/control-block/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/control-block/index.xml><meta name=robots content="noindex, nof [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/control-block/>Return to the regular view of this page</a>.</p></div><h1 class=title>Control Block</h1><div class=lead>Operators in the Control Block category</div><ul><li>1: <a href=#pg-9de1c5639fd9383ae10c15a2c5b3334e>If</a></li><li>2: <a href=#pg-dce7d331266bdbb5ed7115cb5cdee2f4>Sleep</a></li></ul><div class=content><p><a href=/docs/latest/reference/operators/>Home</a> > Contr [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/control-block/>Return to the regular view of this page</a>.</p></div><h1 class=title>Control Block</h1><div class=lead>Operators in the Control Block category</div><ul><li>1: <a href=#pg-9de1c5639fd9383ae10c15a2c5b3334e>If</a></li><li>2: <a href=#pg-dce7d331266bdbb5ed7115cb5cdee2f4>Sleep</a></li></ul><div class=content><hr><h2 id=tags-control-block>title: “Control Block”
+description: “Operators in the Control Block category”
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Control Block</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/control-block/if/>If</a></td><td>If</td></tr><tr><td><a href=/docs/ [...]
+description: “If”
+category: “Control Block”
+operator_type: “If”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Co [...]
+description: “Sleep n seconds between each tuple”
+category: “Control Block”
+operator_type: “Sleep”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Sl [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/data-cleaning/aggregate/index.html b/_print/docs/latest/reference/operators/data-cleaning/aggregate/index.html
index 258b6bbf..8ba1e799 100644
--- a/_print/docs/latest/reference/operators/data-cleaning/aggregate/index.html
+++ b/_print/docs/latest/reference/operators/data-cleaning/aggregate/index.html
@@ -1,7 +1,15 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/index.xml><meta name=robots c [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/index.xml><meta name=robots c [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/aggregate/>Return to the regular view of this page</a>.</p></div><h1 class=title>Aggregate</h1><div class=lead>Operators in the Aggregate category</div><ul><li>1: <a href=#pg-ee77cd06439a0cfa34be3deca17b3c13>Aggregate</a></li></ul><div class=content><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data C [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/aggregate/>Return to the regular view of this page</a>.</p></div><h1 class=title>Aggregate</h1><div class=lead>Operators in the Aggregate category</div><ul><li>1: <a href=#pg-ee77cd06439a0cfa34be3deca17b3c13>Aggregate</a></li></ul><div class=content><hr><h2 id=tags-data-cleaning-aggregate>title: “Aggregate”
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
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diff --git a/_print/docs/latest/reference/operators/data-cleaning/index.html b/_print/docs/latest/reference/operators/data-cleaning/index.html
index 8a7fcfdb..c0e91185 100644
--- a/_print/docs/latest/reference/operators/data-cleaning/index.html
+++ b/_print/docs/latest/reference/operators/data-cleaning/index.html
@@ -1,7 +1,91 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/index.xml><meta name=robots content="noindex, nof [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/index.xml><meta name=robots content="noindex, nof [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/>Return to the regular view of this page</a>.</p></div><h1 class=title>Data Cleaning</h1><div class=lead>Operators in the Data Cleaning category</div><ul><li>1: <a href=#pg-ede8c2c9e5f020eb0ff71c11a524f133>Join</a></li><ul><li>1.1: <a href=#pg-ceb3c2df582d37b9686efaf7b4c93719>Cartesian Product</a></li><li>1.2: <a href=#pg-5449d65a846d8826936fd50b37412595>Hash Join</ [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/>Return to the regular view of this page</a>.</p></div><h1 class=title>Data Cleaning</h1><div class=lead>Operators in the Data Cleaning category</div><ul><li>1: <a href=#pg-ede8c2c9e5f020eb0ff71c11a524f133>Join</a></li><ul><li>1.1: <a href=#pg-ceb3c2df582d37b9686efaf7b4c93719>Cartesian Product</a></li><li>1.2: <a href=#pg-5449d65a846d8826936fd50b37412595>Hash Join</ [...]
+description: “Operators in the Data Cleaning category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Cleaning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/data-cleaning/join/>Join</a></li><li><a href=/docs/latest/reference/operators/data-cleaning/set/>Set</a></li><li><a href=/docs/lat [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Remove duplicate tuples”
+category: “Data Cleaning”
+operator_type: “Distinct”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../output-modes/#set-snapshot>Set Snapshot</a></td></ [...]
+description: “Performs a filter operation using OR between multiple predicates”
+category: “Data Cleaning”
+operator_type: “Filter”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Pr [...]
+description: “Limit the number of output rows”
+category: “Data Cleaning”
+operator_type: “Limit”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Li [...]
+description: “Keeps or drops the column”
+category: “Data Cleaning”
+operator_type: “Projection”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dr [...]
+description: “Cast between types”
+category: “Data Cleaning”
+operator_type: “TypeCasting”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ty [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/data-cleaning/join/index.html b/_print/docs/latest/reference/operators/data-cleaning/join/index.html
index d5d919e8..64c7eaea 100644
--- a/_print/docs/latest/reference/operators/data-cleaning/join/index.html
+++ b/_print/docs/latest/reference/operators/data-cleaning/join/index.html
@@ -1,7 +1,23 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/index.xml><meta name=robots content="no [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/index.xml><meta name=robots content="no [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/join/>Return to the regular view of this page</a>.</p></div><h1 class=title>Join</h1><div class=lead>Operators in the Join category</div><ul><li>1: <a href=#pg-ceb3c2df582d37b9686efaf7b4c93719>Cartesian Product</a></li><li>2: <a href=#pg-5449d65a846d8826936fd50b37412595>Hash Join</a></li><li>3: <a href=#pg-9b8a54eac60728b38a368c61cd4741fd>Interval Join</a></li></ul> [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/join/>Return to the regular view of this page</a>.</p></div><h1 class=title>Join</h1><div class=lead>Operators in the Join category</div><ul><li>1: <a href=#pg-ceb3c2df582d37b9686efaf7b4c93719>Cartesian Product</a></li><li>2: <a href=#pg-5449d65a846d8826936fd50b37412595>Hash Join</a></li><li>3: <a href=#pg-9b8a54eac60728b38a368c61cd4741fd>Interval Join</a></li></ul> [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/data-cleaning/set/index.html b/_print/docs/latest/reference/operators/data-cleaning/set/index.html
index cfbf0fdd..c70c3e6a 100644
--- a/_print/docs/latest/reference/operators/data-cleaning/set/index.html
+++ b/_print/docs/latest/reference/operators/data-cleaning/set/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/index.xml><meta name=robots content="noin [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/index.xml><meta name=robots content="noin [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/set/>Return to the regular view of this page</a>.</p></div><h1 class=title>Set</h1><div class=lead>Operators in the Set category</div><ul><li>1: <a href=#pg-2a9a2411e471983d032ae10d78b8c264>Difference</a></li><li>2: <a href=#pg-64cc774aeb0ef30c7cc77ec5c728874d>Intersect</a></li><li>3: <a href=#pg-a40192e1fef74d480558723562547b13>SymmetricDifference</a></li><li>4: <a [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/set/>Return to the regular view of this page</a>.</p></div><h1 class=title>Set</h1><div class=lead>Operators in the Set category</div><ul><li>1: <a href=#pg-2a9a2411e471983d032ae10d78b8c264>Difference</a></li><li>2: <a href=#pg-64cc774aeb0ef30c7cc77ec5c728874d>Intersect</a></li><li>3: <a href=#pg-a40192e1fef74d480558723562547b13>SymmetricDifference</a></li><li>4: <a [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/data-cleaning/sort/index.html b/_print/docs/latest/reference/operators/data-cleaning/sort/index.html
index 917cc28e..cfef620c 100644
--- a/_print/docs/latest/reference/operators/data-cleaning/sort/index.html
+++ b/_print/docs/latest/reference/operators/data-cleaning/sort/index.html
@@ -1,7 +1,23 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/index.xml><meta name=robots content="no [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/index.xml><meta name=robots content="no [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/sort/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sort</h1><div class=lead>Operators in the Sort category</div><ul><li>1: <a href=#pg-dbd43d22d803a86b974c69c5e031823e>Sort</a></li><li>2: <a href=#pg-d1d9ba50b69ea7bbce6c75188b62724c>Sort Partitions</a></li><li>3: <a href=#pg-1df7170c9d4fdeb5a4d10a357be6ff12>Stable Merge Sort</a></li></ul><di [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-cleaning/sort/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sort</h1><div class=lead>Operators in the Sort category</div><ul><li>1: <a href=#pg-dbd43d22d803a86b974c69c5e031823e>Sort</a></li><li>2: <a href=#pg-d1d9ba50b69ea7bbce6c75188b62724c>Sort Partitions</a></li><li>3: <a href=#pg-1df7170c9d4fdeb5a4d10a357be6ff12>Stable Merge Sort</a></li></ul><di [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/data-input/index.html b/_print/docs/latest/reference/operators/data-input/index.html
index b534a901..1166d882 100644
--- a/_print/docs/latest/reference/operators/data-input/index.html
+++ b/_print/docs/latest/reference/operators/data-input/index.html
@@ -1,7 +1,43 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-input/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-input/index.xml><meta name=robots content="noindex, nofollow" [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/data-input/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/data-input/index.xml><meta name=robots content="noindex, nofollow" [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-input/>Return to the regular view of this page</a>.</p></div><h1 class=title>Data Input</h1><div class=lead>Operators in the Data Input category</div><ul><li>1: <a href=#pg-e0dd2bd0817d188beeebfc9d99a8327b>Arrow File Scan</a></li><li>2: <a href=#pg-b01aa84d6aa2e067472f045ba2d8179e>CSV File Scan</a></li><li>3: <a href=#pg-5ce75d33627fe0b4446f202b0c8f1b70>CSVOld File Scan</a>< [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/data-input/>Return to the regular view of this page</a>.</p></div><h1 class=title>Data Input</h1><div class=lead>Operators in the Data Input category</div><ul><li>1: <a href=#pg-e0dd2bd0817d188beeebfc9d99a8327b>Arrow File Scan</a></li><li>2: <a href=#pg-b01aa84d6aa2e067472f045ba2d8179e>CSV File Scan</a></li><li>3: <a href=#pg-5ce75d33627fe0b4446f202b0c8f1b70>CSVOld File Scan</a>< [...]
+description: “Operators in the Data Input category”
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Input</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/>Arrow File Scan</a></td><td>Scan data from an Ar [...]
+description: “Scan data from an Arrow file”
+category: “Data Input”
+operator_type: “ArrowSource”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSV file”
+category: “Data Input”
+operator_type: “CSVFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSVOld file”
+category: “Data Input”
+operator_type: “CSVOldFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Select a dataset version and output one filename tuple per file”
+category: “Data Input”
+operator_type: “FileLister”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dataset</td [...]
+description: “Scan data from a file”
+category: “Data Input”
+operator_type: “FileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from file paths provided by input tuples”
+category: “Data Input”
+operator_type: “FileScanOp”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Encoding</t [...]
+description: “Scan data from a JSONL file”
+category: “Data Input”
+operator_type: “JSONLFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Source data from manually inputted text”
+category: “Data Input”
+operator_type: “TextInput”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Text</td><t [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/database-connector/index.html b/_print/docs/latest/reference/operators/database-connector/index.html
index ae5a285a..f0dd1b24 100644
--- a/_print/docs/latest/reference/operators/database-connector/index.html
+++ b/_print/docs/latest/reference/operators/database-connector/index.html
@@ -1,7 +1,23 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/index.xml><meta name=robots content="no [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/index.xml><meta name=robots content="no [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/database-connector/>Return to the regular view of this page</a>.</p></div><h1 class=title>Database Connector</h1><div class=lead>Operators in the Database Connector category</div><ul><li>1: <a href=#pg-2783a9bd3eeb66a704a38e4d06131928>AsterixDB Source</a></li><li>2: <a href=#pg-aca1331ceb5ccd815a24e6ddf5454f7d>MySQL Source</a></li><li>3: <a href=#pg-5485814facf06c711a71104ab7b92f [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/database-connector/>Return to the regular view of this page</a>.</p></div><h1 class=title>Database Connector</h1><div class=lead>Operators in the Database Connector category</div><ul><li>1: <a href=#pg-2783a9bd3eeb66a704a38e4d06131928>AsterixDB Source</a></li><li>2: <a href=#pg-aca1331ceb5ccd815a24e6ddf5454f7d>MySQL Source</a></li><li>3: <a href=#pg-5485814facf06c711a71104ab7b92f [...]
+description: “Operators in the Database Connector category”
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Database Connector</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/>AsterixDB Sourc [...]
+description: “Read data from a AsterixDB instance”
+category: “Database Connector”
+operator_type: “AsterixDBSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a MySQL instance”
+category: “Database Connector”
+operator_type: “MySQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a PostgreSQL instance”
+category: “Database Connector”
+operator_type: “PostgreSQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
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diff --git a/_print/docs/latest/reference/operators/external-api/index.html b/_print/docs/latest/reference/operators/external-api/index.html
index 90daa72c..85d31315 100644
--- a/_print/docs/latest/reference/operators/external-api/index.html
+++ b/_print/docs/latest/reference/operators/external-api/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/external-api/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/external-api/index.xml><meta name=robots content="noindex, nofol [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/external-api/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/external-api/index.xml><meta name=robots content="noindex, nofol [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/external-api/>Return to the regular view of this page</a>.</p></div><h1 class=title>External API</h1><div class=lead>Operators in the External API category</div><ul><li>1: <a href=#pg-3c0ef042b5b0d2feba4d3929b8a9c821>Reddit Search</a></li><li>2: <a href=#pg-0035dda95770530defc7a1dd10061adf>Twitter Full Archive Search API</a></li><li>3: <a href=#pg-125472948df5ddab3e326906e3184f68 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/external-api/>Return to the regular view of this page</a>.</p></div><h1 class=title>External API</h1><div class=lead>Operators in the External API category</div><ul><li>1: <a href=#pg-3c0ef042b5b0d2feba4d3929b8a9c821>Reddit Search</a></li><li>2: <a href=#pg-0035dda95770530defc7a1dd10061adf>Twitter Full Archive Search API</a></li><li>3: <a href=#pg-125472948df5ddab3e326906e3184f68 [...]
+description: “Operators in the External API category”
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > External API</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/external-api/reddit-search/>Reddit Search</a></td><td>Search for recen [...]
+description: “Search for recent posts with python-wrapped Reddit API, PRAW”
+category: “External API”
+operator_type: “RedditSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Clien [...]
+description: “Retrieve data from Twitter Full Archive Search API”
+category: “External API”
+operator_type: “TwitterFullArchiveSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Retrieve data from Twitter Search API”
+category: “External API”
+operator_type: “TwitterSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Fetch the content of a single URL”
+category: “External API”
+operator_type: “URLFetcher”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>URL</ [...]
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diff --git a/_print/docs/latest/reference/operators/index.html b/_print/docs/latest/reference/operators/index.html
index e413da50..dea2a802 100644
--- a/_print/docs/latest/reference/operators/index.html
+++ b/_print/docs/latest/reference/operators/index.html
@@ -1,14 +1,506 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut i [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut i [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/>Return to the regular view of this page</a>.</p></div><h1 class=title>Operators</h1><div class=lead>Complete reference for all Texera operators organized by category</div><ul><li>1: <a href=#pg-daf714f91a212241755484236bdc7e73>Data Input</a></li><ul><li>1.1: <a href=#pg-e0dd2bd0817d188beeebfc9d99a8327b>Arrow File Scan</a></li><li>1.2: <a href=#pg-b01aa84d6aa2e067472f045ba2d8179e [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/>Return to the regular view of this page</a>.</p></div><h1 class=title>Operators</h1><div class=lead>Complete reference for all Texera operators organized by category</div><ul><li>1: <a href=#pg-daf714f91a212241755484236bdc7e73>Data Input</a></li><ul><li>1.1: <a href=#pg-e0dd2bd0817d188beeebfc9d99a8327b>Arrow File Scan</a></li><li>1.2: <a href=#pg-b01aa84d6aa2e067472f045ba2d8179e [...]
+description: “Complete reference for all Texera operators organized by category”
+weight: 1
+categories: [Documentation]
+tags: [operators, reference, index]<a class=td-heading-self-link href=#tags-operators-reference-index aria-label="Heading self-link"></a></h2><h2 id=quick-links>Quick Links<a class=td-heading-self-link href=#quick-links aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/parameters/>Parameter Reference</a> - ML parameter specifications</li></ul><hr><h2 id=operator-categories>Operator Categories<a class=td-heading-self-link href=#operator-categories ar [...]
+description: “Operators in the Data Input category”
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Input</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/>Arrow File Scan</a></td><td>Scan data from an Ar [...]
+description: “Scan data from an Arrow file”
+category: “Data Input”
+operator_type: “ArrowSource”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSV file”
+category: “Data Input”
+operator_type: “CSVFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from a CSVOld file”
+category: “Data Input”
+operator_type: “CSVOldFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Select a dataset version and output one filename tuple per file”
+category: “Data Input”
+operator_type: “FileLister”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dataset</td [...]
+description: “Scan data from a file”
+category: “Data Input”
+operator_type: “FileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Scan data from file paths provided by input tuples”
+category: “Data Input”
+operator_type: “FileScanOp”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Encoding</t [...]
+description: “Scan data from a JSONL file”
+category: “Data Input”
+operator_type: “JSONLFileScan”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>File</td><t [...]
+description: “Source data from manually inputted text”
+category: “Data Input”
+operator_type: “TextInput”
+tags: [data-input]<a class=td-heading-self-link href=#tags-data-input aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Input</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Text</td><t [...]
+description: “Operators in the Database Connector category”
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Database Connector</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/>AsterixDB Sourc [...]
+description: “Read data from a AsterixDB instance”
+category: “Database Connector”
+operator_type: “AsterixDBSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a MySQL instance”
+category: “Database Connector”
+operator_type: “MySQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Read data from a PostgreSQL instance”
+category: “Database Connector”
+operator_type: “PostgreSQLSource”
+tags: [database-connector]<a class=td-heading-self-link href=#tags-database-connector aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Database Connector</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><t [...]
+description: “Operators in the Search category”
+weight: 3
+categories: [Operators]
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Search</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/search/dictionary-matcher/>Dictionary matcher</a></td><td>Matches tuples if they appear [...]
+description: “Matches tuples if they appear in a given dictionary”
+category: “Search”
+operator_type: “DictionaryMatcher”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dictionary</td><td>✓</t [...]
+description: “Search for keyword(s) in a string column”
+category: “Search”
+operator_type: “KeywordSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Search a regular expression in a string column”
+category: “Search”
+operator_type: “Regex”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Case Insensitive</td><t [...]
+description: “Search for Substring(s) in a string column”
+category: “Search”
+operator_type: “SubstringSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Operators in the Data Cleaning category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Data Cleaning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/data-cleaning/join/>Join</a></li><li><a href=/docs/latest/reference/operators/data-cleaning/set/>Set</a></li><li><a href=/docs/lat [...]
+description: “Operators in the Join category”
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Join</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Append fields together to get the cartesian product of two inputs”
+category: “Join”
+operator_type: “CartesianProduct”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr> [...]
+description: “Join two inputs”
+category: “Join”
+operator_type: “HashJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]”
+category: “Join”
+operator_type: “IntervalJoin”
+tags: [data-cleaning, join]<a class=td-heading-self-link href=#tags-data-cleaning-join aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Join</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Operators in the Set category”
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Set</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/op [...]
+description: “Find the set difference of two inputs”
+category: “Set”
+operator_type: “Difference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Take the intersect of two inputs”
+category: “Set”
+operator_type: “Intersect”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs”
+category: “Set”
+operator_type: “SymmetricDifference”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Unions the output rows from multiple input operators”
+category: “Set”
+operator_type: “Union”
+tags: [data-cleaning, set]<a class=td-heading-self-link href=#tags-data-cleaning-set aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Set</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td [...]
+description: “Operators in the Aggregate category”
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Aggregate</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Calculate different types of aggregation values”
+category: “Aggregate”
+operator_type: “Aggregate”
+tags: [data-cleaning, aggregate]<a class=td-heading-self-link href=#tags-data-cleaning-aggregate aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Aggregate</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Sort category”
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Data Cleaning</a> > Sort</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference [...]
+description: “Sort based on the columns and sorting methods”
+category: “Sort”
+operator_type: “Sort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Sort Partitions”
+category: “Sort”
+operator_type: “SortPartitions”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)”
+category: “Sort”
+operator_type: “StableMergeSort”
+tags: [data-cleaning, sort]<a class=td-heading-self-link href=#tags-data-cleaning-sort aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a> > <a href=/docs/latest/reference/operators/data-cleaning/>Sort</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th>< [...]
+description: “Remove duplicate tuples”
+category: “Data Cleaning”
+operator_type: “Distinct”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../output-modes/#set-snapshot>Set Snapshot</a></td></ [...]
+description: “Performs a filter operation using OR between multiple predicates”
+category: “Data Cleaning”
+operator_type: “Filter”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Pr [...]
+description: “Limit the number of output rows”
+category: “Data Cleaning”
+operator_type: “Limit”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Li [...]
+description: “Keeps or drops the column”
+category: “Data Cleaning”
+operator_type: “Projection”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dr [...]
+description: “Cast between types”
+category: “Data Cleaning”
+operator_type: “TypeCasting”
+tags: [data-cleaning]<a class=td-heading-self-link href=#tags-data-cleaning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Data Cleaning</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ty [...]
+description: “Operators in the Machine Learning category”
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class=td-heading-self-link href=#tags-machine-learning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Machine Learning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a></li><li><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
+description: “Operators in the Utilities category”
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Utilities</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/utilities/random-k-sampling/>Random K Sampling</a></td><td>Random sampling with [...]
+description: “Random sampling with given percentage”
+category: “Utilities”
+operator_type: “RandomKSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Random K Sampl [...]
+description: “Reservoir Sampling with k items being kept randomly”
+category: “Utilities”
+operator_type: “ReservoirSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Number Of Item [...]
+description: “Split data to two different ports”
+category: “Utilities”
+operator_type: “Split”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Split Percenta [...]
+description: “Unnest the string values in the column separated by a delimiter to multiple values”
+category: “Utilities”
+operator_type: “UnnestString”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Delimiter</td> [...]
+description: “Operators in the External API category”
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > External API</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/external-api/reddit-search/>Reddit Search</a></td><td>Search for recen [...]
+description: “Search for recent posts with python-wrapped Reddit API, PRAW”
+category: “External API”
+operator_type: “RedditSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Clien [...]
+description: “Retrieve data from Twitter Full Archive Search API”
+category: “External API”
+operator_type: “TwitterFullArchiveSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Retrieve data from Twitter Search API”
+category: “External API”
+operator_type: “TwitterSearch”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>API K [...]
+description: “Fetch the content of a single URL”
+category: “External API”
+operator_type: “URLFetcher”
+tags: [external-api]<a class=td-heading-self-link href=#tags-external-api aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>External Api</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>URL</ [...]
+description: “Operators in the User-defined Functions category”
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class=td-heading-self-link href=#tags-user-defined-functions aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > User-defined Functions</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/user-defined-functions/python/>Python</a></li><li><a href=/docs/latest/reference/operators/user-defined [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined function op [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>8.1.2 - 2-in Python UDF</h1><div class=lead>User-defined function op [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -30,7 +522,19 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add a n [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>8.1.3 - Python Lambda Function</h1><div class=lead>Modify or add a n [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -52,7 +556,15 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>8.2 - Java</h1><div class=lead>Operators in the Java category</div>< [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>8.2 - Java</h1><div class=lead>Operators in the Java category</div>< [...]
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -67,7 +579,15 @@
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>8.3 - R</h1><div class=lead>Operators in the R category</div> [...]
+</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>8.3 - R</h1><div class=lead>Operators in the R category</div> [...]
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -77,7 +597,11 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>8.3.2 - R UDF</h1><div class=lead>User-defined function operator in [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>8.3.2 - R UDF</h1><div class=lead>User-defined function operator in [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -87,7 +611,264 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function(tuple, port) {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (tuple)</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>9 - Visualization</h1><div class=lead>Operators in the Visualization [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-18e7c3d145a18db0a4968a8b2ecd092c>9 - Visualization</h1><div class=lead>Operators in the Visualization [...]
+description: “Operators in the Visualization category”
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Visualization</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/visualization/basic/>Basic</a></li><li><a href=/docs/latest/reference/operators/visualization/statistical/>Statistical</a></li><li [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize Data in a Depth Two Nested Table”
+category: “Visualization”
+operator_type: “NestedTable”
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ad [...]
+description: “Operators in the Control Block category”
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Control Block</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/control-block/if/>If</a></td><td>If</td></tr><tr><td><a href=/docs/ [...]
+description: “If”
+category: “Control Block”
+operator_type: “If”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Co [...]
+description: “Sleep n seconds between each tuple”
+category: “Control Block”
+operator_type: “Sleep”
+tags: [control-block]<a class=td-heading-self-link href=#tags-control-block aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Control Block</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Sl [...]
+description: “Reference for operator output port modes”
+weight: 12
+categories: [Reference]
+tags: [reference]<a class=td-heading-self-link href=#tags-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a></p><p>Texera operators emit data through output ports. Each port advertises a <strong>mode</strong> that describes how downstream operators should interpret the stream of tuples it produces.</p><h3 id=set-snapshot>Set Snapshot<a class=td-heading-self-link href=#set-snapshot aria-label="Heading self-link"></a></h3><p>The port <strong>re-em [...]
+description: “Complete reference for machine learning operator parameters”
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class=td-heading-self-link href=#tags-parameters-ml-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Home</a></p><h2 id=available-parameter-sets>Available Parameter Sets<a class=td-heading-self-link href=#available-parameter-sets aria-label="Heading self-link"></a></h2><table><thead><tr><th>Parameter Set</th><th>Used By</th><th>Operators</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/opera [...]
+description: “Hyperparameters accepted by SklearnAdvancedKNN”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/knn-classifier/>KNN Classifier</a></li><li><a href=../../machine [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVC”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-classifier/>SVM Classifier</a></li></ul><h2 id=parameters>Pa [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVR”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-regressor/>SVM Regressor</a></li></ul><h2 id=parameters>Para [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.html b/_print/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.html
index 4f628f77..6cd7173d 100644
--- a/_print/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.html
+++ b/_print/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.xml [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/index.xml [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/>Return to the regular view of this page</a>.</p></div><h1 class=title>Advanced Sklearn</h1><div class=lead>Operators in the Advanced Sklearn category</div><ul><li>1: <a href=#pg-1da94dc32f3ef4c0260f275f19d19d6d>KNN Classifier</a></li><li>2: <a href=#pg-ba268f3567757ab7682da09f446c6630>KNN Regressor</a></li><li>3: <a href=#pg-bb09bbd8413db39a9ec7 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/>Return to the regular view of this page</a>.</p></div><h1 class=title>Advanced Sklearn</h1><div class=lead>Operators in the Advanced Sklearn category</div><ul><li>1: <a href=#pg-1da94dc32f3ef4c0260f275f19d19d6d>KNN Classifier</a></li><li>2: <a href=#pg-ba268f3567757ab7682da09f446c6630>KNN Regressor</a></li><li>3: <a href=#pg-bb09bbd8413db39a9ec7 [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/machine-learning/hugging-face/index.html b/_print/docs/latest/reference/operators/machine-learning/hugging-face/index.html
index f0cdf7df..223dbc49 100644
--- a/_print/docs/latest/reference/operators/machine-learning/hugging-face/index.html
+++ b/_print/docs/latest/reference/operators/machine-learning/hugging-face/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/index.xml><meta n [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/index.xml><meta n [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/hugging-face/>Return to the regular view of this page</a>.</p></div><h1 class=title>Hugging Face</h1><div class=lead>Operators in the Hugging Face category</div><ul><li>1: <a href=#pg-d05a28969cb8cb6aa01c571727572c1b>Hugging Face Iris Logistic Regression</a></li><li>2: <a href=#pg-5480e7b306bed4d83d5e84e65f838d60>Hugging Face Sentiment Analysis</a></li><li>3: <a [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/hugging-face/>Return to the regular view of this page</a>.</p></div><h1 class=title>Hugging Face</h1><div class=lead>Operators in the Hugging Face category</div><ul><li>1: <a href=#pg-d05a28969cb8cb6aa01c571727572c1b>Hugging Face Iris Logistic Regression</a></li><li>2: <a href=#pg-5480e7b306bed4d83d5e84e65f838d60>Hugging Face Sentiment Analysis</a></li><li>3: <a [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/machine-learning/index.html b/_print/docs/latest/reference/operators/machine-learning/index.html
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-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/index.xml><meta name=robots content="noinde [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/index.xml><meta name=robots content="noinde [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/>Return to the regular view of this page</a>.</p></div><h1 class=title>Machine Learning</h1><div class=lead>Operators in the Machine Learning category</div><ul><li>1: <a href=#pg-7dfe885e04c254d6b038ea8ecdd548f5>Sklearn</a></li><ul><li>1.1: <a href=#pg-5da367322ca6daed247c3b79e9f40f99>Sklearn Training</a></li><ul><li>1.1.1: <a href=#pg-e9a4fca86288131eb4b4b828cd5 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/>Return to the regular view of this page</a>.</p></div><h1 class=title>Machine Learning</h1><div class=lead>Operators in the Machine Learning category</div><ul><li>1: <a href=#pg-7dfe885e04c254d6b038ea8ecdd548f5>Sklearn</a></li><ul><li>1.1: <a href=#pg-5da367322ca6daed247c3b79e9f40f99>Sklearn Training</a></li><ul><li>1.1.1: <a href=#pg-e9a4fca86288131eb4b4b828cd5 [...]
+description: “Operators in the Machine Learning category”
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class=td-heading-self-link href=#tags-machine-learning aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Machine Learning</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a></li><li><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Advanced Sklearn category”
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Advanced Sklearn</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></the [...]
+description: “Sklearn KNN Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNClassifierTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn KNN Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “KNNRegressorTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Classifier Operator”
+category: “Advanced Sklearn”
+operator_type: “SVCTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Sklearn SVM Regressor Operator”
+category: “Advanced Sklearn”
+operator_type: “SVRTrainer”
+tags: [machine-learning, advanced-sklearn]<a class=td-heading-self-link href=#tags-machine-learning-advanced-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Advanced Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table>< [...]
+description: “Operators in the Hugging Face category”
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Hugging Face</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model”
+category: “Hugging Face”
+operator_type: “HuggingFaceIrisLogisticRegression”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Analyzing Sentiments with a Twitter-Based Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSentimentAnalysis”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Spam Detection by SMS Spam Detection Model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceSpamSMSDetection”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Summarize the given text content with a mini2bert pre-trained model from Hugging Face”
+category: “Hugging Face”
+operator_type: “HuggingFaceTextSummarization”
+tags: [machine-learning, hugging-face]<a class=td-heading-self-link href=#tags-machine-learning-hugging-face aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Hugging Face</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/machine-learning/machine-learning-general/index.html b/_print/docs/latest/reference/operators/machine-learning/machine-learning-general/index.html
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+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-g [...]
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</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/machine-learning-general/>Return to the regular view of this page</a>.</p></div><h1 class=title>Machine Learning General</h1><div class=lead>Operators in the Machine Learning General category</div><ul><li>1: <a href=#pg-c52ef739b35e040ada49be1408d25eac>Machine Learning Scorer</a></li></ul><div class=content><p><a href=/docs/latest/reference/operators/>Home</a> > [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/machine-learning-general/>Return to the regular view of this page</a>.</p></div><h1 class=title>Machine Learning General</h1><div class=lead>Operators in the Machine Learning General category</div><ul><li>1: <a href=#pg-c52ef739b35e040ada49be1408d25eac>Machine Learning Scorer</a></li></ul><div class=content><hr><h2 id=tags-machine-learning-machine-learning-genera [...]
+description: “Operators in the Machine Learning General category”
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Machine Learning General</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>De [...]
+description: “Scorer for machine learning models”
+category: “Machine Learning General”
+operator_type: “Scorer”
+tags: [machine-learning, machine-learning-general]<a class=td-heading-self-link href=#tags-machine-learning-machine-learning-general aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning General</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self [...]
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-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/index.xml><meta name=robots [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/index.xml><meta name=robots [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sklearn</h1><div class=lead>Operators in the Sklearn category</div><ul><li>1: <a href=#pg-5da367322ca6daed247c3b79e9f40f99>Sklearn Training</a></li><ul><li>1.1: <a href=#pg-e9a4fca86288131eb4b4b828cd5f1cbb>Training: Adaptive Boosting</a></li><li>1.2: <a href=#pg-ed0d0be4711e6e3b5de9299 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/sklearn/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sklearn</h1><div class=lead>Operators in the Sklearn category</div><ul><li>1: <a href=#pg-5da367322ca6daed247c3b79e9f40f99>Sklearn Training</a></li><ul><li>1.1: <a href=#pg-e9a4fca86288131eb4b4b828cd5f1cbb>Training: Adaptive Boosting</a></li><li>1.2: <a href=#pg-ed0d0be4711e6e3b5de9299 [...]
+description: “Operators in the Sklearn category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/>Machine Learning</a> > Sklearn</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklear [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Adaptive Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnAdaptiveBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bagging Operator”
+category: “Sklearn”
+operator_type: “SklearnBagging”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Bernoulli Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnBernoulliNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Complement Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnComplementNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Decision Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnDecisionTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Dummy Classifier Operator”
+category: “Sklearn”
+operator_type: “SklearnDummyClassifier”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Tree Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTree”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Extra Trees Operator”
+category: “Sklearn”
+operator_type: “SklearnExtraTrees”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gaussian Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnGaussianNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Gradient Boosting Operator”
+category: “Sklearn”
+operator_type: “SklearnGradientBoosting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn K-nearest Neighbors Operator”
+category: “Sklearn”
+operator_type: “SklearnKNN”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Linear Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnLinearSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegression”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Logistic Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnLogisticRegressionCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multi-layer Perceptron Operator”
+category: “Sklearn”
+operator_type: “SklearnMultiLayerPerceptron”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Multinomial Naive Bayes Operator”
+category: “Sklearn”
+operator_type: “SklearnMultinomialNaiveBayes”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Nearest Centroid Operator”
+category: “Sklearn”
+operator_type: “SklearnNearestCentroid”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Passive Aggressive Operator”
+category: “Sklearn”
+operator_type: “SklearnPassiveAggressive”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Probability Calibration Operator”
+category: “Sklearn”
+operator_type: “SklearnProbabilityCalibration”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Random Forest Operator”
+category: “Sklearn”
+operator_type: “SklearnRandomForest”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Operator”
+category: “Sklearn”
+operator_type: “SklearnRidge”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Ridge Regression Cross Validation Operator”
+category: “Sklearn”
+operator_type: “SklearnRidgeCV”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Prediction Operator”
+category: “Sklearn”
+operator_type: “SklearnPrediction”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “It will generate scorers for Sklearn model”
+category: “Sklearn”
+operator_type: “SklearnTesting”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Stochastic Gradient Descent Operator”
+category: “Sklearn”
+operator_type: “SklearnSDG”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Sklearn Support Vector Machine Operator”
+category: “Sklearn”
+operator_type: “SklearnSVM”
+tags: [machine-learning, sklearn]<a class=td-heading-self-link href=#tags-machine-learning-sklearn aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/index.html b/_print/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/index.html
index 21e1cd85..04034260 100644
--- a/_print/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/index.html
+++ b/_print/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/index.html
@@ -1,7 +1,115 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-tr [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-tr [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sklearn Training</h1><div class=lead>Operators in the Sklearn Training category</div><ul><li>1: <a href=#pg-e9a4fca86288131eb4b4b828cd5f1cbb>Training: Adaptive Boosting</a></li><li>2: <a href=#pg-ed0d0be4711e6e3b5de929938fabdaf9>Training: Bagging Training</a></li><li>3 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/>Return to the regular view of this page</a>.</p></div><h1 class=title>Sklearn Training</h1><div class=lead>Operators in the Sklearn Training category</div><ul><li>1: <a href=#pg-e9a4fca86288131eb4b4b828cd5f1cbb>Training: Adaptive Boosting</a></li><li>2: <a href=#pg-ed0d0be4711e6e3b5de929938fabdaf9>Training: Bagging Training</a></li><li>3 [...]
+description: “Operators in the Sklearn Training category”
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn</a> > Sklearn Training</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Descriptio [...]
+description: “Sklearn Training: Adaptive Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingAdaptiveBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bagging Training Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBagging”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Bernoulli Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingBernoulliNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Complement Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingComplementNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Decision Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDecisionTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Dummy Classifier Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingDummyClassifier”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Tree Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTree”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Extra Trees Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingExtraTrees”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gaussian Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGaussianNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Gradient Boosting Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingGradientBoosting”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: K-nearest Neighbors Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingKNN”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Linear Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLinearSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegression”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Logistic Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingLogisticRegressionCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multi-layer Perceptron Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultiLayerPerceptron”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Multinomial Naive Bayes Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingMultinomialNaiveBayes”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Nearest Centroid Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingNearestCentroid”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Passive Aggressive Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingPassiveAggressive”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Probability Calibration Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingProbabilityCalibration”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Random Forest Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRandomForest”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidge”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Ridge Regression Cross Validation Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingRidgeCV”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Stochastic Gradient Descent Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSDG”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
+description: “Sklearn Training: Support Vector Machine Operator”
+category: “Sklearn Training”
+operator_type: “SklearnTrainingSVM”
+tags: [machine-learning, sklearn, sklearn-training]<a class=td-heading-self-link href=#tags-machine-learning-sklearn-sklearn-training aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Machine Learning</a> > <a href=/docs/latest/reference/operators/machine-learning/>Sklearn</a> > <a href=/docs/latest/reference/operators/machine-learning/sklearn/>Sklearn Training</a></p><h3 id=input-properties>Input Properties<a [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/parameters/index.html b/_print/docs/latest/reference/operators/parameters/index.html
index 2b07615d..d0f73d6c 100644
--- a/_print/docs/latest/reference/operators/parameters/index.html
+++ b/_print/docs/latest/reference/operators/parameters/index.html
@@ -1,7 +1,20 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/parameters/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/parameters/index.xml><meta name=robots content="noindex, nofollow" [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/parameters/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/parameters/index.xml><meta name=robots content="noindex, nofollow" [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/parameters/>Return to the regular view of this page</a>.</p></div><h1 class=title>Parameter Reference</h1><div class=lead>Complete reference for machine learning operator parameters</div><ul><li>1: <a href=#pg-ba18ef5f0dbf94f058a5492fa8bce0b8>SklearnAdvancedKNN Parameters</a></li><li>2: <a href=#pg-27ce4388a2c28d4e545ae3b4718ede52>SklearnAdvancedSVC Parameters</a></li><li>3: <a h [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/parameters/>Return to the regular view of this page</a>.</p></div><h1 class=title>Parameter Reference</h1><div class=lead>Complete reference for machine learning operator parameters</div><ul><li>1: <a href=#pg-ba18ef5f0dbf94f058a5492fa8bce0b8>SklearnAdvancedKNN Parameters</a></li><li>2: <a href=#pg-27ce4388a2c28d4e545ae3b4718ede52>SklearnAdvancedSVC Parameters</a></li><li>3: <a h [...]
+description: “Complete reference for machine learning operator parameters”
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class=td-heading-self-link href=#tags-parameters-ml-reference aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Home</a></p><h2 id=available-parameter-sets>Available Parameter Sets<a class=td-heading-self-link href=#available-parameter-sets aria-label="Heading self-link"></a></h2><table><thead><tr><th>Parameter Set</th><th>Used By</th><th>Operators</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/opera [...]
+description: “Hyperparameters accepted by SklearnAdvancedKNN”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/knn-classifier/>KNN Classifier</a></li><li><a href=../../machine [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVC”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-classifier/>SVM Classifier</a></li></ul><h2 id=parameters>Pa [...]
+description: “Hyperparameters accepted by SklearnAdvancedSVR”
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class=td-heading-self-link href=#tags-ml-sklearn-parameters aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>← Parameters Index</a></p><h2 id=used-by>Used By<a class=td-heading-self-link href=#used-by aria-label="Heading self-link"></a></h2><p>This parameter set is used by the following operators:</p><ul><li><a href=../../machine-learning/advanced-sklearn/svm-regressor/>SVM Regressor</a></li></ul><h2 id=parameters>Para [...]
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diff --git a/_print/docs/latest/reference/operators/search/index.html b/_print/docs/latest/reference/operators/search/index.html
index 94dc4db2..9cbfba2c 100644
--- a/_print/docs/latest/reference/operators/search/index.html
+++ b/_print/docs/latest/reference/operators/search/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/search/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/search/index.xml><meta name=robots content="noindex, nofollow"><link r [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/search/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/search/index.xml><meta name=robots content="noindex, nofollow"><link r [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/search/>Return to the regular view of this page</a>.</p></div><h1 class=title>Search</h1><div class=lead>Operators in the Search category</div><ul><li>1: <a href=#pg-9df366c221a8d4ede3b3e9bb5b741cfa>Dictionary matcher</a></li><li>2: <a href=#pg-0a677677513bcf11687d9e2868c55897>Keyword Search</a></li><li>3: <a href=#pg-752630c929ba2ef4dbce1fbffd47c391>Regular Expression</a></li><l [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/search/>Return to the regular view of this page</a>.</p></div><h1 class=title>Search</h1><div class=lead>Operators in the Search category</div><ul><li>1: <a href=#pg-9df366c221a8d4ede3b3e9bb5b741cfa>Dictionary matcher</a></li><li>2: <a href=#pg-0a677677513bcf11687d9e2868c55897>Keyword Search</a></li><li>3: <a href=#pg-752630c929ba2ef4dbce1fbffd47c391>Regular Expression</a></li><l [...]
+description: “Operators in the Search category”
+weight: 3
+categories: [Operators]
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Search</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/search/dictionary-matcher/>Dictionary matcher</a></td><td>Matches tuples if they appear [...]
+description: “Matches tuples if they appear in a given dictionary”
+category: “Search”
+operator_type: “DictionaryMatcher”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Dictionary</td><td>✓</t [...]
+description: “Search for keyword(s) in a string column”
+category: “Search”
+operator_type: “KeywordSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
+description: “Search a regular expression in a string column”
+category: “Search”
+operator_type: “Regex”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Case Insensitive</td><t [...]
+description: “Search for Substring(s) in a string column”
+category: “Search”
+operator_type: “SubstringSearch”
+tags: [search]<a class=td-heading-self-link href=#tags-search aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Search</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>attribute</td><td>✓</td [...]
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diff --git a/_print/docs/latest/reference/operators/user-defined-functions/index.html b/_print/docs/latest/reference/operators/user-defined-functions/index.html
index 09f8da25..0c3b0ae0 100644
--- a/_print/docs/latest/reference/operators/user-defined-functions/index.html
+++ b/_print/docs/latest/reference/operators/user-defined-functions/index.html
@@ -1,14 +1,30 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/index.xml><meta name=robots con [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/index.xml><meta name=robots con [...]
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</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/>Return to the regular view of this page</a>.</p></div><h1 class=title>User-defined Functions</h1><div class=lead>Operators in the User-defined Functions category</div><ul><li>1: <a href=#pg-ca5c21d75b8ac56f177f4283af7cef09>Python</a></li><ul><li>1.1: <a href=#pg-198f76a4c944cd808d58f3e5ae8bc073>1-out Python UDF</a></li><li>1.2: <a href=#pg-1d30b84e3d33f328 [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/>Return to the regular view of this page</a>.</p></div><h1 class=title>User-defined Functions</h1><div class=lead>Operators in the User-defined Functions category</div><ul><li>1: <a href=#pg-ca5c21d75b8ac56f177f4283af7cef09>Python</a></li><ul><li>1.1: <a href=#pg-198f76a4c944cd808d58f3e5ae8bc073>1-out Python UDF</a></li><li>1.2: <a href=#pg-1d30b84e3d33f328 [...]
+description: “Operators in the User-defined Functions category”
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class=td-heading-self-link href=#tags-user-defined-functions aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > User-defined Functions</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/user-defined-functions/python/>Python</a></li><li><a href=/docs/latest/reference/operators/user-defined [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.2 - 2-in Python UDF</h1><div class=lead>User-defined function oper [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>1.2 - 2-in Python UDF</h1><div class=lead>User-defined function oper [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -30,7 +46,19 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.3 - Python Lambda Function</h1><div class=lead>Modify or add a new [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>1.3 - Python Lambda Function</h1><div class=lead>Modify or add a new [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -52,7 +80,15 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>2 - Java</h1><div class=lead>Operators in the Java category</div><p> [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-ec592dbda2906b0be7de91a713058b75>2 - Java</h1><div class=lead>Operators in the Java category</div><hr [...]
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -67,7 +103,15 @@
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>3 - R</h1><div class=lead>Operators in the R category</div><p [...]
+</span></span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-72e955d211e8fba3e8e4a60b0744cbc2>3 - R</h1><div class=lead>Operators in the R category</div><h [...]
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -77,7 +121,11 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>3.2 - R UDF</h1><div class=lead>User-defined function operator in R [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>3.2 - R UDF</h1><div class=lead>User-defined function operator in R [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
diff --git a/_print/docs/latest/reference/operators/user-defined-functions/java/index.html b/_print/docs/latest/reference/operators/user-defined-functions/java/index.html
index 25647457..c1960fb9 100644
--- a/_print/docs/latest/reference/operators/user-defined-functions/java/index.html
+++ b/_print/docs/latest/reference/operators/user-defined-functions/java/index.html
@@ -1,7 +1,15 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/index.xml><meta name= [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/index.xml><meta name= [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/java/>Return to the regular view of this page</a>.</p></div><h1 class=title>Java</h1><div class=lead>Operators in the Java category</div><ul><li>1: <a href=#pg-8936fee722ef48fde36cbb2a1e9a5d65>Java UDF</a></li></ul><div class=content><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/java/>Return to the regular view of this page</a>.</p></div><h1 class=title>Java</h1><div class=lead>Operators in the Java category</div><ul><li>1: <a href=#pg-8936fee722ef48fde36cbb2a1e9a5d65>Java UDF</a></li></ul><div class=content><hr><h2 id=tags-user-defined-functions-java>title: “Java”
+description: “Operators in the Java category”
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Java</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><t [...]
+description: “User-defined function operator in Java script”
+category: “Java”
+operator_type: “JavaUDF”
+tags: [user-defined-functions, java]<a class=td-heading-self-link href=#tags-user-defined-functions-java aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Java</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><t [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.Tuple</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>org.apache.texera.amber.core.tuple.TupleLike</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#204a87;font-weight:700>import</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>scala.Function1</span><span style=color:#000;font-weight:700>;</span><span style=color:#f8f8f8;text-decoration:underline>
diff --git a/_print/docs/latest/reference/operators/user-defined-functions/python/index.html b/_print/docs/latest/reference/operators/user-defined-functions/python/index.html
index a349d22b..8e8f9e30 100644
--- a/_print/docs/latest/reference/operators/user-defined-functions/python/index.html
+++ b/_print/docs/latest/reference/operators/user-defined-functions/python/index.html
@@ -1,14 +1,26 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/index.xml><meta n [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/index.xml><meta n [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/python/>Return to the regular view of this page</a>.</p></div><h1 class=title>Python</h1><div class=lead>Operators in the Python category</div><ul><li>1: <a href=#pg-198f76a4c944cd808d58f3e5ae8bc073>1-out Python UDF</a></li><li>2: <a href=#pg-1d30b84e3d33f32843c42ca3b1de983d>2-in Python UDF</a></li><li>3: <a href=#pg-54798fe3b52a4779773b310807775cbb>Python [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/python/>Return to the regular view of this page</a>.</p></div><h1 class=title>Python</h1><div class=lead>Operators in the Python category</div><ul><li>1: <a href=#pg-198f76a4c944cd808d58f3e5ae8bc073>1-out Python UDF</a></li><li>2: <a href=#pg-1d30b84e3d33f32843c42ca3b1de983d>2-in Python UDF</a></li><li>3: <a href=#pg-54798fe3b52a4779773b310807775cbb>Python [...]
+description: “Operators in the Python category”
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > Python</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tb [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFSourceV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># class GenerateOperator(UDFSourceOperator):</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def produce(self) -> Iterator[Union[TupleLike, TableLike, None]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>2 - 2-in Python UDF</h1><div class=lead>User-defined function operat [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-1d30b84e3d33f32843c42ca3b1de983d>2 - 2-in Python UDF</h1><div class=lead>User-defined function operat [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “DualInputPortsPythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
@@ -30,7 +42,19 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># @overrides</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># def process_table(self, table: Table, port: int) -> Iterator[Optional[TableLike]]:</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield table</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>3 - Python Lambda Function</h1><div class=lead>Modify or add a new c [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-54798fe3b52a4779773b310807775cbb>3 - Python Lambda Function</h1><div class=lead>Modify or add a new c [...]
+description: “Modify or add a new column with more ease”
+category: “Python”
+operator_type: “PythonLambdaFunction”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “Reduce Table to Tuple”
+category: “Python”
+operator_type: “PythonTableReducer”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
+description: “User-defined function operator in Python script”
+category: “Python”
+operator_type: “PythonUDFV2”
+tags: [user-defined-functions, python]<a class=td-heading-self-link href=#tags-user-defined-functions-python aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>Python</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead> [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># from pytexera import *</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># </span>
diff --git a/_print/docs/latest/reference/operators/user-defined-functions/r/index.html b/_print/docs/latest/reference/operators/user-defined-functions/r/index.html
index 9d9085c8..2a3ff1ef 100644
--- a/_print/docs/latest/reference/operators/user-defined-functions/r/index.html
+++ b/_print/docs/latest/reference/operators/user-defined-functions/r/index.html
@@ -1,7 +1,15 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/index.xml><meta name=robots [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/index.xml><meta name=robots [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/r/>Return to the regular view of this page</a>.</p></div><h1 class=title>R</h1><div class=lead>Operators in the R category</div><ul><li>1: <a href=#pg-dd90bad9af2f950f814ce29fe9ecef04>1-out R UDF</a></li><li>2: <a href=#pg-719ecbf530aa9b6fd339a1f5891d9c6a>R UDF</a></li></ul><div class=content><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/ [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/user-defined-functions/r/>Return to the regular view of this page</a>.</p></div><h1 class=title>R</h1><div class=lead>Operators in the R category</div><ul><li>1: <a href=#pg-dd90bad9af2f950f814ce29fe9ecef04>1-out R UDF</a></li><li>2: <a href=#pg-719ecbf530aa9b6fd339a1f5891d9c6a>R UDF</a></li></ul><div class=content><hr><h2 id=tags-user-defined-functions-r>title: “R”
+description: “Operators in the R category”
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>User-defined Functions</a> > R</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDFSource”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function() { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (data.frame(Column_Here = "Value_Here")) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
@@ -11,7 +19,11 @@
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># coro::generator(function() {</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># yield (list(text= "hello world!"))</span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># })</span>
-</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>2 - R UDF</h1><div class=lead>User-defined function operator in R sc [...]
+</span></span></code></pre></div><h3 id=output-ports>Output Ports<a class=td-heading-self-link href=#output-ports aria-label="Heading self-link"></a></h3><table><thead><tr><th>Port</th><th>Mode</th></tr></thead><tbody><tr><td>0</td><td><a href=../../../output-modes/#set-snapshot>Set Snapshot</a></td></tr></tbody></table></div><div class=td-content style=page-break-before:always><h1 id=pg-719ecbf530aa9b6fd339a1f5891d9c6a>2 - R UDF</h1><div class=lead>User-defined function operator in R sc [...]
+description: “User-defined function operator in R script”
+category: “R”
+operator_type: “RUDF”
+tags: [user-defined-functions, r]<a class=td-heading-self-link href=#tags-user-defined-functions-r aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>User Defined Functions</a> > <a href=/docs/latest/reference/operators/user-defined-functions/>R</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Propert [...]
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># function(table, port) { </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># return (table) </span>
</span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic># }</span>
diff --git a/_print/docs/latest/reference/operators/utilities/index.html b/_print/docs/latest/reference/operators/utilities/index.html
index c4a5eac1..7f64311f 100644
--- a/_print/docs/latest/reference/operators/utilities/index.html
+++ b/_print/docs/latest/reference/operators/utilities/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/utilities/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/utilities/index.xml><meta name=robots content="noindex, nofollow">< [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/utilities/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/utilities/index.xml><meta name=robots content="noindex, nofollow">< [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/utilities/>Return to the regular view of this page</a>.</p></div><h1 class=title>Utilities</h1><div class=lead>Operators in the Utilities category</div><ul><li>1: <a href=#pg-060d039146fbd40e0bb81841aebc9242>Random K Sampling</a></li><li>2: <a href=#pg-0dce0b70479bfbb8857626b02b11e9ea>Reservoir Sampling</a></li><li>3: <a href=#pg-29f0ba77e25537d33d21e408ed74610a>Split</a></li><li [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/utilities/>Return to the regular view of this page</a>.</p></div><h1 class=title>Utilities</h1><div class=lead>Operators in the Utilities category</div><ul><li>1: <a href=#pg-060d039146fbd40e0bb81841aebc9242>Random K Sampling</a></li><li>2: <a href=#pg-0dce0b70479bfbb8857626b02b11e9ea>Reservoir Sampling</a></li><li>3: <a href=#pg-29f0ba77e25537d33d21e408ed74610a>Split</a></li><li [...]
+description: “Operators in the Utilities category”
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Utilities</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/reference/operators/utilities/random-k-sampling/>Random K Sampling</a></td><td>Random sampling with [...]
+description: “Random sampling with given percentage”
+category: “Utilities”
+operator_type: “RandomKSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Random K Sampl [...]
+description: “Reservoir Sampling with k items being kept randomly”
+category: “Utilities”
+operator_type: “ReservoirSampling”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Number Of Item [...]
+description: “Split data to two different ports”
+category: “Utilities”
+operator_type: “Split”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Split Percenta [...]
+description: “Unnest the string values in the column separated by a delimiter to multiple values”
+category: “Utilities”
+operator_type: “UnnestString”
+tags: [utilities]<a class=td-heading-self-link href=#tags-utilities aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Utilities</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Delimiter</td> [...]
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diff --git a/_print/docs/latest/reference/operators/visualization/advanced/index.html b/_print/docs/latest/reference/operators/visualization/advanced/index.html
index 516194fe..a79c5498 100644
--- a/_print/docs/latest/reference/operators/visualization/advanced/index.html
+++ b/_print/docs/latest/reference/operators/visualization/advanced/index.html
@@ -1,7 +1,19 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/index.xml><meta name=robots con [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/index.xml><meta name=robots con [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/advanced/>Return to the regular view of this page</a>.</p></div><h1 class=title>Advanced</h1><div class=lead>Operators in the Advanced category</div><ul><li>1: <a href=#pg-eaa4bcb704ae1e3a70ef31840562a31e>Choropleth Map</a></li><li>2: <a href=#pg-99c088f47f9ef88237a4206a7ad3bcb1>Scatter3D Chart</a></li></ul><div class=content><p><a href=/docs/latest/reference/operat [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/advanced/>Return to the regular view of this page</a>.</p></div><h1 class=title>Advanced</h1><div class=lead>Operators in the Advanced category</div><ul><li>1: <a href=#pg-eaa4bcb704ae1e3a70ef31840562a31e>Choropleth Map</a></li><li>2: <a href=#pg-99c088f47f9ef88237a4206a7ad3bcb1>Scatter3D Chart</a></li></ul><div class=content><hr><h2 id=tags-visualization-advanced>t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/visualization/basic/index.html b/_print/docs/latest/reference/operators/visualization/basic/index.html
index 5ac97049..f9264e9f 100644
--- a/_print/docs/latest/reference/operators/visualization/basic/index.html
+++ b/_print/docs/latest/reference/operators/visualization/basic/index.html
@@ -1,7 +1,75 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/index.xml><meta name=robots content=" [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/index.xml><meta name=robots content=" [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/basic/>Return to the regular view of this page</a>.</p></div><h1 class=title>Basic</h1><div class=lead>Operators in the Basic category</div><ul><li>1: <a href=#pg-edf5b8f97333bfcaa88b9bc519ae21ed>Bar Chart</a></li><li>2: <a href=#pg-bc8bfd8e01fe573394b57dc990b3a00f>Bubble Chart</a></li><li>3: <a href=#pg-7518531cc34e4cb5089c18a3efac9a61>Dot Plot</a></li><li>4: <a hr [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/basic/>Return to the regular view of this page</a>.</p></div><h1 class=title>Basic</h1><div class=lead>Operators in the Basic category</div><ul><li>1: <a href=#pg-edf5b8f97333bfcaa88b9bc519ae21ed>Bar Chart</a></li><li>2: <a href=#pg-bc8bfd8e01fe573394b57dc990b3a00f>Bubble Chart</a></li><li>3: <a href=#pg-7518531cc34e4cb5089c18a3efac9a61>Dot Plot</a></li><li>4: <a hr [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/visualization/financial/index.html b/_print/docs/latest/reference/operators/visualization/financial/index.html
index 523b3f9b..454310c2 100644
--- a/_print/docs/latest/reference/operators/visualization/financial/index.html
+++ b/_print/docs/latest/reference/operators/visualization/financial/index.html
@@ -1,7 +1,31 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/index.xml><meta name=robots c [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/index.xml><meta name=robots c [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/financial/>Return to the regular view of this page</a>.</p></div><h1 class=title>Financial</h1><div class=lead>Operators in the Financial category</div><ul><li>1: <a href=#pg-c9b12a9d8c331a39c1d182a198277db8>Bullet Chart</a></li><li>2: <a href=#pg-d1b2cf655a0d02668348b316f998aadc>Candlestick Chart</a></li><li>3: <a href=#pg-ceb1cf7805c22a4cd307577b1df5a3bd>Funnel Pl [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/financial/>Return to the regular view of this page</a>.</p></div><h1 class=title>Financial</h1><div class=lead>Operators in the Financial category</div><ul><li>1: <a href=#pg-c9b12a9d8c331a39c1d182a198277db8>Bullet Chart</a></li><li>2: <a href=#pg-d1b2cf655a0d02668348b316f998aadc>Candlestick Chart</a></li><li>3: <a href=#pg-ceb1cf7805c22a4cd307577b1df5a3bd>Funnel Pl [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
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-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/index.xml><meta name=robots content="noindex, nof [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/index.xml><meta name=robots content="noindex, nof [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/>Return to the regular view of this page</a>.</p></div><h1 class=title>Visualization</h1><div class=lead>Operators in the Visualization category</div><ul><li>1: <a href=#pg-3252f236f0f3d21652f980ce68603273>Basic</a></li><ul><li>1.1: <a href=#pg-edf5b8f97333bfcaa88b9bc519ae21ed>Bar Chart</a></li><li>1.2: <a href=#pg-bc8bfd8e01fe573394b57dc990b3a00f>Bubble Chart</a></ [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/>Return to the regular view of this page</a>.</p></div><h1 class=title>Visualization</h1><div class=lead>Operators in the Visualization category</div><ul><li>1: <a href=#pg-3252f236f0f3d21652f980ce68603273>Basic</a></li><ul><li>1.1: <a href=#pg-edf5b8f97333bfcaa88b9bc519ae21ed>Bar Chart</a></li><li>1.2: <a href=#pg-bc8bfd8e01fe573394b57dc990b3a00f>Bubble Chart</a></ [...]
+description: “Operators in the Visualization category”
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > Visualization</p><h2 id=subcategories>Subcategories<a class=td-heading-self-link href=#subcategories aria-label="Heading self-link"></a></h2><ul><li><a href=/docs/latest/reference/operators/visualization/basic/>Basic</a></li><li><a href=/docs/latest/reference/operators/visualization/statistical/>Statistical</a></li><li [...]
+description: “Operators in the Basic category”
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Basic</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Visualize data in a Bar Chart”
+category: “Basic”
+operator_type: “BarChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.”
+category: “Basic”
+operator_type: “BubbleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a dot plot”
+category: “Basic”
+operator_type: “DotPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.”
+category: “Basic”
+operator_type: “DumbbellPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a figure factory table”
+category: “Basic”
+operator_type: “FigureFactoryTable”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a filled area plot”
+category: “Basic”
+operator_type: “FilledAreaPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.”
+category: “Basic”
+operator_type: “GanttChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in hierarchy”
+category: “Basic”
+operator_type: “HierarchyChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize hierarchical data from root to leaves”
+category: “Basic”
+operator_type: “IcicleChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in line chart”
+category: “Basic”
+operator_type: “LineChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Pie Chart”
+category: “Basic”
+operator_type: “PieChart”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a Range Slider”
+category: “Basic”
+operator_type: “RangeSlider”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data using a Sankey diagram”
+category: “Basic”
+operator_type: “SankeyDiagram”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “View the result in a scatterplot”
+category: “Basic”
+operator_type: “Scatterplot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize data in a table chart.”
+category: “Basic”
+operator_type: “TablesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize trends and patterns over time.”
+category: “Basic”
+operator_type: “TimeSeriesPlot”
+tags: [visualization, basic]<a class=td-heading-self-link href=#tags-visualization-basic aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Basic</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Operators in the Financial category”
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Financial</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/l [...]
+description: “Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator. Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.”
+category: “Financial”
+operator_type: “BulletChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Candlestick Chart”
+category: “Financial”
+operator_type: “CandlestickChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data in a Funnel Plot”
+category: “Financial”
+operator_type: “FunnelPlot”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.”
+category: “Financial”
+operator_type: “GaugeChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Visualize data as a waterfall chart”
+category: “Financial”
+operator_type: “WaterfallChart”
+tags: [visualization, financial]<a class=td-heading-self-link href=#tags-visualization-financial aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Financial</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Re [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Operators in the Advanced category”
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Advanced</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/late [...]
+description: “Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions”
+category: “Advanced”
+operator_type: “ChoroplethMap”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize data in a Scatter3D Plot”
+category: “Advanced”
+operator_type: “Scatter3DChart”
+tags: [visualization, advanced]<a class=td-heading-self-link href=#tags-visualization-advanced aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Advanced</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requi [...]
+description: “Visualize Data in a Depth Two Nested Table”
+category: “Visualization”
+operator_type: “NestedTable”
+tags: [visualization]<a class=td-heading-self-link href=#tags-visualization aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td>Ad [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/reference/operators/visualization/media/index.html b/_print/docs/latest/reference/operators/visualization/media/index.html
index e6c36b08..ece16479 100644
--- a/_print/docs/latest/reference/operators/visualization/media/index.html
+++ b/_print/docs/latest/reference/operators/visualization/media/index.html
@@ -1,7 +1,27 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/index.xml><meta name=robots content=" [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/index.xml><meta name=robots content=" [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/media/>Return to the regular view of this page</a>.</p></div><h1 class=title>Media</h1><div class=lead>Operators in the Media category</div><ul><li>1: <a href=#pg-96e4059fd5b8523ef60997dd6d8afcb7>HTML Visualizer</a></li><li>2: <a href=#pg-987dbab20086886592d5879f50b5a998>Image Visualizer</a></li><li>3: <a href=#pg-ae0cce7fc9dc7e1e40e43ced86de0406>URL Visualizer</a>< [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/media/>Return to the regular view of this page</a>.</p></div><h1 class=title>Media</h1><div class=lead>Operators in the Media category</div><ul><li>1: <a href=#pg-96e4059fd5b8523ef60997dd6d8afcb7>HTML Visualizer</a></li><li>2: <a href=#pg-987dbab20086886592d5879f50b5a998>Image Visualizer</a></li><li>3: <a href=#pg-ae0cce7fc9dc7e1e40e43ced86de0406>URL Visualizer</a>< [...]
+description: “Operators in the Media category”
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Media</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/docs/latest/refere [...]
+description: “Render the result of HTML content”
+category: “Media”
+operator_type: “HTMLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Visualize image content”
+category: “Media”
+operator_type: “ImageVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Render the content of URL”
+category: “Media”
+operator_type: “URLVisualizer”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
+description: “Generate word cloud for texts”
+category: “Media”
+operator_type: “WordCloud”
+tags: [visualization, media]<a class=td-heading-self-link href=#tags-visualization-media aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Media</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th>Requirement</t [...]
</a>|
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diff --git a/_print/docs/latest/reference/operators/visualization/scientific/index.html b/_print/docs/latest/reference/operators/visualization/scientific/index.html
index 6c5e4380..02b578a9 100644
--- a/_print/docs/latest/reference/operators/visualization/scientific/index.html
+++ b/_print/docs/latest/reference/operators/visualization/scientific/index.html
@@ -1,7 +1,67 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/index.xml><meta name=robots [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/index.xml><meta name=robots [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/scientific/>Return to the regular view of this page</a>.</p></div><h1 class=title>Scientific</h1><div class=lead>Operators in the Scientific category</div><ul><li>1: <a href=#pg-8e5ada69a81abd58d973a9a945da4480>Carpet Plot</a></li><li>2: <a href=#pg-aeb656c02129c29e008897dc3d7f4346>Contour Plot</a></li><li>3: <a href=#pg-cd1011568b26b6059a42efbc19e69b48>Dendrogram</ [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/scientific/>Return to the regular view of this page</a>.</p></div><h1 class=title>Scientific</h1><div class=lead>Operators in the Scientific category</div><ul><li>1: <a href=#pg-8e5ada69a81abd58d973a9a945da4480>Carpet Plot</a></li><li>2: <a href=#pg-aeb656c02129c29e008897dc3d7f4346>Contour Plot</a></li><li>3: <a href=#pg-cd1011568b26b6059a42efbc19e69b48>Dendrogram</ [...]
+description: “Operators in the Scientific category”
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Scientific</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/doc [...]
+description: “Visualize data in a Carpet Plot”
+category: “Scientific”
+operator_type: “CarpetPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays terrain or gradient variations in a Contour Plot”
+category: “Scientific”
+operator_type: “ContourPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Dendrogram”
+category: “Scientific”
+operator_type: “Dendrogram”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a HeatMap Chart”
+category: “Scientific”
+operator_type: “HeatMap”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a network graph”
+category: “Scientific”
+operator_type: “NetworkGraph”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize multivariate data using parallel coordinate axes”
+category: “Scientific”
+operator_type: “ParallelCoordinatesPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays data points in a polar scatter plot”
+category: “Scientific”
+operator_type: “PolarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize vector data in a Quiver Plot”
+category: “Scientific”
+operator_type: “QuiverPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Visualize data in a Radar Chart”
+category: “Scientific”
+operator_type: “RadarChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “View the result in a radar plot.”
+category: “Scientific”
+operator_type: “RadarPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Shows how a measured value changes across all mixtures of three components that sum to a constant”
+category: “Scientific”
+operator_type: “TernaryContour”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Points are graphed on a Ternary Plot using 3 specified data fields”
+category: “Scientific”
+operator_type: “TernaryPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays statistical significance versus effect size”
+category: “Scientific”
+operator_type: “VolcanoPlot”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
+description: “Displays wind distribution using a polar bar chart”
+category: “Scientific”
+operator_type: “WindRoseChart”
+tags: [visualization, scientific]<a class=td-heading-self-link href=#tags-visualization-scientific aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Scientific</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th><th [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/_print/docs/latest/reference/operators/visualization/statistical/index.html b/_print/docs/latest/reference/operators/visualization/statistical/index.html
index 80dea057..ee5c0961 100644
--- a/_print/docs/latest/reference/operators/visualization/statistical/index.html
+++ b/_print/docs/latest/reference/operators/visualization/statistical/index.html
@@ -1,7 +1,43 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/index.xml><meta name=robo [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/index.xml><meta name=robo [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/statistical/>Return to the regular view of this page</a>.</p></div><h1 class=title>Statistical</h1><div class=lead>Operators in the Statistical category</div><ul><li>1: <a href=#pg-953ad40f0ce3037847533c3b2bffb1d7>Box/Violin Plot</a></li><li>2: <a href=#pg-d7e0be30238dbe5d4fce17f2e0721217>Continuous Error Bands</a></li><li>3: <a href=#pg-d9c23103c446892ad74d3de1e0ce [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/reference/operators/visualization/statistical/>Return to the regular view of this page</a>.</p></div><h1 class=title>Statistical</h1><div class=lead>Operators in the Statistical category</div><ul><li>1: <a href=#pg-953ad40f0ce3037847533c3b2bffb1d7>Box/Violin Plot</a></li><li>2: <a href=#pg-d7e0be30238dbe5d4fce17f2e0721217>Continuous Error Bands</a></li><li>3: <a href=#pg-d9c23103c446892ad74d3de1e0ce [...]
+description: “Operators in the Statistical category”
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/operators/>Home</a> > <a href=/docs/latest/reference/operators/visualization/>Visualization</a> > Statistical</p><h2 id=operators>Operators<a class=td-heading-self-link href=#operators aria-label="Heading self-link"></a></h2><table><thead><tr><th>Operator</th><th>Description</th></tr></thead><tbody><tr><td><a href=/ [...]
+description: “Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.”
+category: “Statistical”
+operator_type: “BoxViolinPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize error or uncertainty along a continuous line”
+category: “Statistical”
+operator_type: “ContinuousErrorBands”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize the empirical cumulative distribution of a numeric column.”
+category: “Statistical”
+operator_type: “ECDFPlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize data in a Histogram Chart”
+category: “Statistical”
+operator_type: “Histogram”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Displays a bivariate histogram as a density heatmap”
+category: “Statistical”
+operator_type: “Histogram2D”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize datasets in a Scatter Matrix”
+category: “Statistical”
+operator_type: “ScatterMatrixChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize distribution of data points as a strip plot”
+category: “Statistical”
+operator_type: “StripChart”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
+description: “Visualize hierarchical data as a top-down, interactive, auto-sizing tree”
+category: “Statistical”
+operator_type: “TreePlot”
+tags: [visualization, statistical]<a class=td-heading-self-link href=#tags-visualization-statistical aria-label="Heading self-link"></a></h2><p><a href=/docs/latest/reference/>Home</a> > <a href=/docs/latest/reference/operators/>Visualization</a> > <a href=/docs/latest/reference/operators/visualization/>Statistical</a></p><h3 id=input-properties>Input Properties<a class=td-heading-self-link href=#input-properties aria-label="Heading self-link"></a></h3><table><thead><tr><th>Property</th> [...]
</a>|
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diff --git a/_print/docs/latest/security/index.html b/_print/docs/latest/security/index.html
index 60febd19..315fb840 100644
--- a/_print/docs/latest/security/index.html
+++ b/_print/docs/latest/security/index.html
@@ -1,7 +1,9 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/security/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/security/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/security/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/security/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/fa [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/security/>Return to the regular view of this page</a>.</p></div><h1 class=title>Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><ul></ul><div class=content><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication m [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/security/>Return to the regular view of this page</a>.</p></div><h1 class=title>Security</h1><div class=lead>Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting</div><ul></ul><div class=content><hr><h2 id=weight-70>title: Security
+description: Comprehensive guide to Texera’s security model, user roles, access control, and vulnerability reporting
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This page provides comprehensive information about Texera’s security model, including authentication mechanisms, authorization policies, user roles, resource access control, and guidelines for reporting security vulnerabilities. Understanding these security features is essential for deployment managers and users to ensure secure operation of Texe [...]
via the web application. Understanding resource types and how access to them is managed is critical to following
Texera’s security model.</p><h3 id=resource-types>Resource Types<a class=td-heading-self-link href=#resource-types aria-label="Heading self-link"></a></h3><p>Texera supports the following resource types:</p><ul><li><strong>Datasets</strong>: Input data imported or uploaded for workflow processing</li><li><strong>Workflows</strong>: Data analytics pipelines defined by users</li><li><strong>Computing Units</strong>: Execution environments for running workflows (e.g., Kubernates PODs) [...]
granting access permissions:</p><ul><li><strong>READ</strong>: View the resource and its contents</li><li><strong>WRITE</strong>: Modify, execute, delete, and share the resource</li><li><strong>NONE</strong>: No access to the resource</li></ul><p>Resources can be shared with specific users or made public. Public resources are visible to all users. Resource owners
diff --git a/_print/docs/latest/tutorials/index.html b/_print/docs/latest/tutorials/index.html
index e9af8397..8b61a03c 100644
--- a/_print/docs/latest/tutorials/index.html
+++ b/_print/docs/latest/tutorials/index.html
@@ -1,14 +1,19 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/tutorials/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/tutorials/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/ [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=canonical type=text/html href=https://texera.staged.apache.org/docs/latest/tutorials/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/tutorials/index.xml><meta name=robots content="noindex, nofollow"><link rel="shortcut icon" href=/favicons/ [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/tutorials/>Return to the regular view of this page</a>.</p></div><h1 class=title>Tutorials</h1><div class=lead>Step-by-step guides for building workflows and applications with Texera.</div><ul><li>1: <a href=#pg-e536573f5f327b0917361ba6e69a384b>Guide for how to use Texera</a></li><li>2: <a href=#pg-9883b6b203c21a2a9a9bc7fd3b1e0216>Create Dataset, upload data to it and use it in Workflow</a></li><li> [...]
+<a href=# onclick="return print(),!1">Click here to print</a>.</p><p><a href=/docs/latest/tutorials/>Return to the regular view of this page</a>.</p></div><h1 class=title>Tutorials</h1><div class=lead>Step-by-step guides for building workflows and applications with Texera.</div><ul><li>1: <a href=#pg-e536573f5f327b0917361ba6e69a384b>Guide for how to use Texera</a></li><li>2: <a href=#pg-9883b6b203c21a2a9a9bc7fd3b1e0216>Create Dataset, upload data to it and use it in Workflow</a></li><li> [...]
+description: Step-by-step guides for building workflows and applications with Texera.
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section provides complete, end-to-end tutorials that guide you through realistic Texera use cases — from building simple workflows to creating complex data analytics pipelines.</p></div><p>Texera tutorials help you learn by doing.<br>Each tutorial walks through a <strong>realistic workflow scenario</strong>, showing how to use Texera’s visual inte [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>Texera is an open-source system that supports collaborative data science at scale using Web-based workflows. This page includes instructions on how to install the system as a developer and do a simple workflow.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><p>We assume you either went through <a href=/docs/gett [...]
<img src=/images/github-assets/ebcb10f7-3d25-4673-b908-7e2de2d3179e.png alt="Screenshot 2025-06-16 at 3 43 02 PM"></p><h3 id=user-dashboard-ui-overview>User Dashboard UI Overview<a class=td-heading-self-link href=#user-dashboard-ui-overview aria-label="Heading self-link"></a></h3><p>Once logged in, you should see the below page:
-<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+<img src=/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png alt="Screenshot 2025-06-16 at 3 45 38 PM"></p><p>This is Texera’s dashboard page. On the left navigation bar, you can switch between different resource modules, including</p><ul><li><code>Workflows</code> for workflow management</li><li><code>Datasets</code> for dataset management</li><li><code>Quota</code> for checking the usage statistics</li><li><code>Admin</code> for managing users on the Texera system. Thi [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><p>This tutorial goes through the process of preparing data by creating dataset and creating a workflow to analyze data resided in the dataset using Texera.</p><p>More specifically, we are going to create a dataset named <code>Sales Dataset</code> which contains a file about the sales data of different types of merchandises for several countries. And the workflow will calculate the average sal [...]
<img src=/images/github-assets/e17631b3-bf58-442f-af19-00f0ab704acb.png alt="2024-03-05 22 00 43"></li></ul><p><strong>2. Read data in Workflow</strong></p><ul><li>On the left panel, go to the <code>environment</code> tab and click <code>Add Dataset</code> to add the <code>Sales Dataset</code> to current workflow. <code>CountrySalesData.csv</code> will be available to be previewed and loaded to the workflow.
<img src=/images/github-assets/45e98e6b-fe6a-405c-bd24-22ee28ee3716.png alt="2024-03-05 22 26 45">'</li><li>Drag and drop a <code>CSV File Scan</code> operator. On the right panel, input the file name <code>CountrySalesData.csv</code> and select the path from the drop down menu</li><li>Run the workflow, you should be able to see the loaded sales data.
<img src=/images/github-assets/77389a4c-dd73-4179-b8c0-ebf10241b182.png alt="2024-03-05 22 46 11"></li></ul><p><strong>3. Add operators to analyze data</strong></p><ul><li><p>Drag and drop a <code>Filter</code> operator to keep only the sales data in <code>Europe</code>
<img src=/images/github-assets/9b73fcaa-a7df-4efb-8189-4054a6bef527.png alt="2024-03-05 22 51 26"></p></li><li><p>Drag and drop a <code>Aggregate</code> operator to get the average sold units group by <code>Item Type</code>
-<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>3 - Guide to Use a Python UDF</h1><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offers c [...]
+<img src=/images/github-assets/67ade74c-df20-44b1-a9fa-1b8edb4af0cf.png alt="2024-03-05 22 53 06"></p></li></ul></div><div class=td-content style=page-break-before:always><h1 id=pg-24a3c068f77d448d51ef4be14228cff4>3 - Guide to Use a Python UDF</h1><hr><h2 id=weight-30>title: “Guide to Use a Python UDF”
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><h2 id=what-is-python-udf>What is Python UDF<a class=td-heading-self-link href=#what-is-python-udf aria-label="Heading self-link"></a></h2><p>User-defined Functions (UDFs) provide a means to incorporate custom logic into Texera. Texera offers comprehensive Python UDF APIs, enabling users to accomplish various tasks. This guide will delve into the usage of UDFs, breaking down the process step b [...]
Concepturally, a defined operator is executed as:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>operator</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>UDF</span><span style=color:#000;font-weight:700>()</span> <span style=color:#8f5902;font-style:italic># initialize a UDF operator</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>...</span> <span style=color:#8f5902;font-style:italic># some other initialization logic</span>
@@ -46,7 +51,7 @@ Currently, a UDF can only have exactly one output port. This means it cannot be
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@overrides</span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>produce</span><span style=color:#000;font-weight:700>(</span><span style=color:#3465a4>self</span><span style=color:#000;font-weight:700>)</span> <span style=color:#ce5c00;font-weight:700>-></span> <span style=color:#000>Iterator</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Union</span><span style=color:#000;font-weight:700>[</span [...]
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>yield</span>
-</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/Texera/texera/blob/master/core/amber/src/main/python/pytexera/udf/examples/generator_operator.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
+</span></span></code></pre></div><p>This <code>produce()</code> API returns an iterator of <code>TupleLike</code>, <code>TableLike</code>, or simply <code>None</code>.</p><p>See <a href=https://github.com/apache/texera/blob/main/amber/src/main/python/pytexera/udf/examples/generator_operator_integer.py>Generator Operator</a> for an example of 1-out UDF.</p><h4 id=2-in-udf>2-in UDF<a class=td-heading-self-link href=#2-in-udf aria-label="Heading self-link"></a></h4><p>This UDF has two input [...]
This dependency is particularly useful to implement machine learning inference operators, where a machine learning model is sent into the 2-in UDF through the <code>model</code> port, and becomes an operator state, then the tuples are coming in through the <code>tuples</code> port to be processed by the model.</p><p>An example of 2-in UDF:</p><pre tabindex=0><code>class SVMClassifier(UDFOperatorV2):
@@ -59,7 +64,8 @@ This dependency is particularly useful to implement machine learning inference o
else: # tuples port
tuple_['pred'] = self.model.predict(tuple_['text'])
yield tuple_
-</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>4 - Guide to enable the LLM‐based Texera agent</h1><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://github. [...]
+</code></pre><p><em>Currently, in 2-in UDF, “Retain input columns” will retain only the <code>tuples</code> port’s input schema.</em></p></div><div class=td-content style=page-break-before:always><h1 id=pg-ebc5b2f35fb3a7b7d32a2c9b56400ccb>4 - Guide to enable the LLM‐based Texera agent</h1><hr><h2 id=weight-40>title: “Guide to enable the LLM‐based Texera agent”
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>This guide explains how to enable the AI agent feature in Texera. For detailed explanation about this feature, see <a href=https://github.com/apache/texera/pull/4020>https://github.com/apache/texera/pull/4020</a>.</p><h2 id=prerequisites>Prerequisites<a class=td-heading-self-link href=#prerequisites aria-label="Heading self-link"></a></h2><ul><li>Already know how to setup Texera</li><li>Pyt [...]
</span></span></code></pre></div><h2 id=step-2-configure-api-keys>Step 2: Configure API Keys<a class=td-heading-self-link href=#step-2-configure-api-keys aria-label="Heading self-link"></a></h2><p>Set your LLM provider API key as an environment variable:</p><p><strong>For Anthropic (Claude):</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span [...]
</span></span></code></pre></div><p><strong>For OpenAI:</strong></p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>OPENAI_API_KEY</span><span style=color:#ce5c00;font-weight:700>=</span><your-openai-api-key>
</span></span></code></pre></div><blockquote><p>You can set multiple API keys if you want to use models from different providers.</p></blockquote><h2 id=step-3-start-litellm-service>Step 3: Start LiteLLM Service<a class=td-heading-self-link href=#step-3-start-litellm-service aria-label="Heading self-link"></a></h2><p>Start the LiteLLM proxy using the provided configuration:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><co [...]
@@ -84,35 +90,8 @@ This dependency is particularly useful to implement machine learning inference o
</span></span></code></pre></div><p>Alternatively, set environment variables:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_BASE_URL</span><span style=color:#ce5c00;font-weight:700>=</span>http://your-litellm-host:4000
</span></span><span style=display:flex><span><span style=color:#204a87>export</span> <span style=color:#000>LITELLM_MASTER_KEY</span><span style=color:#ce5c00;font-weight:700>=</span>your-master-key
</span></span></code></pre></div><h2 id=step-6-start-texera-services>Step 6: Start Texera Services<a class=td-heading-self-link href=#step-6-start-texera-services aria-label="Heading self-link"></a></h2><p>Start the <strong>all</strong> Texera micro services, including the <code>AccessControlService</code>.</p><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>After opening any workflow, you should now see a robot icon at the bottom right [...]
-<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-f456322f35cb308c8d09a90a6f6a04c0>5 - Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</h1><p>This guide goes through the process of setting up Lakekeeper, which can be used as the REST Catalog service for Texera’s workflow result storage.</p><p>For more information of why [...]
-</span></span></code></pre></div><p>Verify the installation by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>lakekeeper --version
-</span></span></code></pre></div><blockquote><p>Alternatively, you can download a pre-built binary from the <a href=https://github.com/lakekeeper/lakekeeper/releases>https://github.com/lakekeeper/lakekeeper/releases</a> and place it on your $PATH.</p></blockquote><h2 id=step-2-create-a-database-for-lakekeeper-in-postgres>Step 2: Create a Database for Lakekeeper in Postgres<a class=td-heading-self-link href=#step-2-create-a-database-for-lakekeeper-in-postgres aria-label="Heading self-link [...]
-</span></span></code></pre></div><h2 id=step-3-configure-the-bootstrap-script>Step 3: Configure the Bootstrap Script<a class=td-heading-self-link href=#step-3-configure-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Edit the <strong>User Configuration</strong> section at the top of <code>bin/bootstrap-lakekeeper.sh</code>.</p><p>First, set the PostgreSQL connection URLs used by Lakekeeper:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-si [...]
-</span></span></span><span style=display:flex><span><span style=color:#a40000>-LAKEKEEPER__PG_DATABASE_URL_WRITE=""
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_READ="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span><span style=display:flex><span><span style=color:#00a000>+LAKEKEEPER__PG_DATABASE_URL_WRITE="postgres://<user>:<urlencoded_password>@<host>:5432/texera_lakekeeper"
-</span></span></span></code></pre></div><p>If you have customized storage-related values in <code>common/config/src/main/resources/storage.conf</code> (for example, the bucket name, S3 endpoint, or MinIO credentials), check the below environment variables in the script and modify their values accordingly:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-shell data-lang=shell><span style=display:flex><span [...]
-</span></span><span style=display:flex><span> <span style=color:#8f5902;font-style:italic># if needed, update the default values after `:-` to match storage.conf</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_URI</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>8181</span><span style=color:#000 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_WAREHOUSE_NAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_REGION</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>us</span><span style=color:#000;font-weight:700>-west-2</span><span style=color:#4e9a06>}</span><span style=color:#4e9a0 [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_ICEBERG_CATALOG_REST_S3_BUCKET</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera</span><span style=color:#000;font-weight:700>-iceberg</span><span style=color:#4e9a06>}</span><span style=c [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_ENDPOINT</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>http</span><span style=color:#000;font-weight:700>://localhost:</span><span style=color:#000>9000</span><span style=color:#4e9a06>}</span><span style=co [...]
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_USERNAME</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>texera_minio</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span><span style=display:flex><span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#4e9a06>"</span><span style=color:#4e9a06>${</span><span style=color:#000>STORAGE_S3_AUTH_PASSWORD</span><span style=color:#204a87;font-weight:700>:-</span><span style=color:#000>password</span><span style=color:#4e9a06>}</span><span style=color:#4e9a06>"</span>
-</span></span></code></pre></div><h2 id=step-4-run-the-bootstrap-script>Step 4: Run the Bootstrap Script<a class=td-heading-self-link href=#step-4-run-the-bootstrap-script aria-label="Heading self-link"></a></h2><p>Run the following script in Texera repo:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>bash bin/bootstrap-lakekeeper.sh
-</span></span></code></pre></div><p>The script will:</p><ol><li>Start Lakekeeper if it’s not already running (on http://localhost:8181)</li><li>Bootstrap the Lakekeeper server (creates the default project)</li><li>Create the texera-iceberg bucket in MinIO if it doesn’t exist</li><li>Register the texera warehouse with Lakekeeper, pointing at that bucket</li></ol><h2 id=step-5-verify>Step 5: Verify<a class=td-heading-self-link href=#step-5-verify aria-label="Heading self-link"> [...]
-</span></span></code></pre></div><p>You should see a JSON response with <code>"health":"ok"</code>.</p><p>Verify that the warehouse has been created by running:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>curl http://localhost:8181/management/v1/warehouse
-</span></span></code></pre></div><p>You should see a warehouse in the response.</p><h2 id=step-6-switch-texera-to-use-the-rest-catalog>Step 6: Switch Texera to use the REST catalog<a class=td-heading-self-link href=#step-6-switch-texera-to-use-the-rest-catalog aria-label="Heading self-link"></a></h2><p>To make Texera actually use the Lakekeeper REST catalog you just set up, <code>edit common/config/src/main/resources/storage.conf</code>:</p><div class=highlight><pre tabindex=0 style=back [...]
-</span></span><span style=display:flex><span> iceberg {
-</span></span><span style=display:flex><span> catalog {
-</span></span><span style=display:flex><span><span style=color:#a40000>- type = postgres
-</span></span></span><span style=display:flex><span><span style=color:#a40000></span><span style=color:#00a000>+ type = rest
-</span></span></span><span style=display:flex><span><span style=color:#00a000></span> ...
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span><span style=display:flex><span> }
-</span></span></code></pre></div><h2 id=done>Done!<a class=td-heading-self-link href=#done aria-label="Heading self-link"></a></h2><p>Lakekeeper is now your service of managing Iceberg RESTCatalog. Texera workflows that produce Iceberg results will write to the S3 bucket via the Iceberg RESTCatalog.</p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>6 - Migrate a Jupyter Notebook to a Texera Workflow</h1><p>This document provides guid [...]
+<img src=/images/github-assets/c0fe6d8d-76ef-4761-9f4f-e23ebc2429fe.png alt="2025-11-25 18 34 39"></p></div><div class=td-content style=page-break-before:always><h1 id=pg-35fa540b45ab1bba216e30904aab15f1>5 - Migrate a Jupyter Notebook to a Texera Workflow</h1><hr><h2 id=weight-60>title: “Migrate a Jupyter Notebook to a Texera Workflow”
+weight: 60<a class=td-heading-self-link href=#weight-60 aria-label="Heading self-link"></a></h2><p>This document provides guidelines on how to migrate a Jupyter notebook to a Texera workflow.</p><h2 id=1-overview>1. Overview<a class=td-heading-self-link href=#1-overview aria-label="Heading self-link"></a></h2><p>Jupyter Notebook is an open-source, browser-based environment for interactive computing that blends executable code with rich media in a single document. Work is organized into d [...]
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#000>file_path</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#4e9a06>'clean_tweets.csv'</span>
diff --git a/categories/contributing/index.html b/categories/contributing/index.html
index a2871ca8..fd30a859 100644
--- a/categories/contributing/index.html
+++ b/categories/contributing/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/contributing/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png hr [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/contributing/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png hr [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/contributing/index.xml b/categories/contributing/index.xml
index 55599d24..c36f101e 100644
--- a/categories/contributing/index.xml
+++ b/categories/contributing/index.xml
@@ -1,45 +1,29 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Contributing on Apache Texera</title><link>https://texera.staged.apache.org/categories/contributing/</link><description>Recent content in Contributing on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/contributing/index.xml" rel="self" type="application/rss+xml"/><item> [...]
-<p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>
-We follow a fork-based workflow and adopt the <a href="https://www.conventionalcommits.org/en/v1.0.0/">Conventional Commits</a> standard for commit messages.</p>
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Contributing on Apache Texera</title><link>https://texera.staged.apache.org/categories/contributing/</link><description>Recent content in Contributing on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/contributing/index.xml" rel="self" type="application/rss+xml"/><item> [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-contributing-development-documentation-github-workflow">title: &ldquo;Contribution Guidelines&rdquo;
+description: &ldquo;How to contribute to Texera code and documentation.&rdquo;
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class="td-heading-self-link" href="#tags-contributing-development-documentation-github-workflow" aria-label="Heading self-link"></a></h2>
-</div>
-<h1 id="contributing-to-texera">Contributing to Texera<a class="td-heading-self-link" href="#contributing-to-texera" aria-label="Heading self-link"></a></h1>
-<p>Texera welcomes contributions from everyone — whether you’re fixing a small bug, improving documentation, or adding new features.</p>
-<hr>
-<h2 id="-roles-in-the-project">👥 Roles in the Project<a class="td-heading-self-link" href="#-roles-in-the-project" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Role</th>
- <th>Key Permissions</th>
- <th>How to Join</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><strong>Contributor</strong></td>
- <td>Submit issues &amp; PRs, join discussions</td>
- <td>Start contributing — no formal process</td>
- </tr>
- <tr>
- <td><strong>Committer</strong></td>
- <td>Merge PRs, push code, vote on code changes</td>
- <td>Nominated by PPMC based on quality contributions</td>
- </tr>
- <tr>
- <td><strong>PPMC Member</strong></td>
- <td>Governance, release voting, new committer approvals</td>
- <td>Voted by existing PPMC members</td>
- </tr>
- <tr>
- <td><strong>Mentor</strong></td>
- <td>Guide project and ensure Apache compliance</td>
- <td>Appointed by the Incubator PMC</td>
- </tr>
- </tbody>
-</table>
-<hr>
-<h2 id="-how-to-contribute-code">🛠 How to Contribute Code<a class="td-heading-self-link" href="#-how-to-contribute-code" aria-label="Heading self-link"></a></h2>
-<h3 id="1-fork-the-repository">1. Fork the Repository<a class="td-heading-self-link" href="#1-fork-the-repository" aria-label="Heading self-link"></a></h3>
-<p>Fork the <a href="https://github.com/Texera/texera">Texera repository</a> on GitHub and clone it locally.</p></description></item></channel></rss>
\ No newline at end of file
+<div class="pageinfo pageinfo-primary">
+<p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>
+We follow a fork-based workflow and adopt the <a href="https://www.conventionalcommits.org/en/v1.0.0/">Conventional Commits</a> standard for commit messages.</p></description></item></channel></rss>
\ No newline at end of file
diff --git a/categories/documentation/index.html b/categories/documentation/index.html
index c57f1825..d02251b3 100644
--- a/categories/documentation/index.html
+++ b/categories/documentation/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/documentation/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png h [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/documentation/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png h [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/documentation/index.xml b/categories/documentation/index.xml
index 2a249ff2..c72bcfe7 100644
--- a/categories/documentation/index.xml
+++ b/categories/documentation/index.xml
@@ -1,4 +1,28 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Documentation on Apache Texera</title><link>https://texera.staged.apache.org/categories/documentation/</link><description>Recent content in Documentation on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/documentation/index.xml" rel="self" type="application/rss+xml"/><i [...]
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Documentation on Apache Texera</title><link>https://texera.staged.apache.org/categories/documentation/</link><description>Recent content in Documentation on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/documentation/index.xml" rel="self" type="application/rss+xml"/><i [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-operators-reference-index">title: &ldquo;Operators&rdquo;
+description: &ldquo;Complete reference for all Texera operators organized by category&rdquo;
+weight: 1
+categories: [Documentation]
+tags: [operators, reference, index]<a class="td-heading-self-link" href="#tags-operators-reference-index" aria-label="Heading self-link"></a></h2>
+<!-- Generated: 2026-04-25T14:25:46.235567 -->
<!-- Total Operators: 162 -->
<h2 id="quick-links">Quick Links<a class="td-heading-self-link" href="#quick-links" aria-label="Heading self-link"></a></h2>
<ul>
diff --git a/categories/index.html b/categories/index.html
index f335029d..323b5f48 100644
--- a/categories/index.html
+++ b/categories/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/lo [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/lo [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/index.xml b/categories/index.xml
index 6f8f462a..198095fc 100644
--- a/categories/index.xml
+++ b/categories/index.xml
@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Categories on Apache Texera</title><link>https://texera.staged.apache.org/categories/</link><description>Recent content in Categories on Apache Texera</description><generator>Hugo</generator><language>en</language><lastBuildDate>Mon, 25 May 2026 13:56:42 -0700</lastBuildDate><atom:link href="https://texera.staged.apache.org/categories/index.xml" rel="self" ty [...]
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Categories on Apache Texera</title><link>https://texera.staged.apache.org/categories/</link><description>Recent content in Categories on Apache Texera</description><generator>Hugo</generator><language>en</language><lastBuildDate>Sun, 09 Aug 2026 16:45:51 +0000</lastBuildDate><atom:link href="https://texera.staged.apache.org/categories/index.xml" rel="self" ty [...]
\ No newline at end of file
diff --git a/categories/operators/index.html b/categories/operators/index.html
index 74e1695c..d6d32c0a 100644
--- a/categories/operators/index.html
+++ b/categories/operators/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/operators/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href= [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/operators/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href= [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/operators/index.xml b/categories/operators/index.xml
index 1d9748df..a11bee9c 100644
--- a/categories/operators/index.xml
+++ b/categories/operators/index.xml
@@ -1,994 +1,673 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Operators on Apache Texera</title><link>https://texera.staged.apache.org/categories/operators/</link><description>Recent content in Operators on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/operators/index.xml" rel="self" type="application/rss+xml"/><item><title>Basic [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/bar-chart/">Bar Chart</a></td>
- <td>Visualize data in a Bar Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/bubble-chart/">Bubble Chart</a></td>
- <td>A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/dot-plot/">Dot Plot</a></td>
- <td>Visualize data using a dot plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/dumbbell-plot/">Dumbbell Plot</a></td>
- <td>Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/figure-factory-table/">Figure Factory Table</a></td>
- <td>Visualize data in a figure factory table</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/filled-area-plot/">Filled Area Plot</a></td>
- <td>Visualize data in a filled area plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/gantt-chart/">Gantt Chart</a></td>
- <td>A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/hierarchy-chart/">Hierarchy Chart</a></td>
- <td>Visualize data in hierarchy</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/icicle-chart/">Icicle Chart</a></td>
- <td>Visualize hierarchical data from root to leaves</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/line-chart/">Line Chart</a></td>
- <td>View the result in line chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/pie-chart/">Pie Chart</a></td>
- <td>Visualize data in a Pie Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/range-slider/">Range Slider</a></td>
- <td>Visualize data in a Range Slider</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/sankey-diagram/">Sankey Diagram</a></td>
- <td>Visualize data using a Sankey diagram</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/scatter-plot/">Scatter Plot</a></td>
- <td>View the result in a scatterplot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/tables-plot/">Tables Plot</a></td>
- <td>Visualize data in a table chart.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/time-series-plot/">Time Series Plot</a></td>
- <td>Visualize trends and patterns over time.</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 16 operators</p></description></item><item><title>Data Input</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-input/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-input/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Data Input</p>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/arrow-file-scan/">Arrow File Scan</a></td>
- <td>Scan data from an Arrow file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/csv-file-scan/">CSV File Scan</a></td>
- <td>Scan data from a CSV file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/csvold-file-scan/">CSVOld File Scan</a></td>
- <td>Scan data from a CSVOld file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/file-lister/">File Lister</a></td>
- <td>Select a dataset version and output one filename tuple per file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/file-scan/">File Scan</a></td>
- <td>Scan data from a file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/file-scan-from-input/">File Scan From Input</a></td>
- <td>Scan data from file paths provided by input tuples</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/jsonl-file-scan/">JSONL File Scan</a></td>
- <td>Scan data from a JSONL file</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-input/text-input/">Text Input</a></td>
- <td>Source data from manually inputted text</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 8 operators</p></description></item><item><title>Join</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a hr [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/cartesian-product/">Cartesian Product</a></td>
- <td>Append fields together to get the cartesian product of two inputs</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/hash-join/">Hash Join</a></td>
- <td>Join two inputs</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/interval-join/">Interval Join</a></td>
- <td>Join two inputs with left table join key in the range of [right table join key, right table join key + constant value]</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 3 operators</p></description></item><item><title>Python</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home< [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/2-in-python-udf/">2-in Python UDF</a></td>
- <td>User-defined function operator in Python script</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/python-lambda-function/">Python Lambda Function</a></td>
- <td>Modify or add a new column with more ease</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/python-table-reducer/">Python Table Reducer</a></td>
- <td>Reduce Table to Tuple</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/1-out-python-udf/">1-out Python UDF</a></td>
- <td>User-defined function operator in Python script</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/python-udf/">Python UDF</a></td>
- <td>User-defined function operator in Python script</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 5 operators</p></description></item><item><title>Sklearn</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &a [...]
-<h2 id="subcategories">Subcategories<a class="td-heading-self-link" href="#subcategories" aria-label="Heading self-link"></a></h2>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/">Sklearn Training</a></li>
-</ul>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/adaptive-boosting/">Adaptive Boosting</a></td>
- <td>Sklearn Adaptive Boosting Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/bagging/">Bagging</a></td>
- <td>Sklearn Bagging Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/bernoulli-naive-bayes/">Bernoulli Naive Bayes</a></td>
- <td>Sklearn Bernoulli Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/complement-naive-bayes/">Complement Naive Bayes</a></td>
- <td>Sklearn Complement Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/decision-tree/">Decision Tree</a></td>
- <td>Sklearn Decision Tree Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/dummy-classifier/">Dummy Classifier</a></td>
- <td>Sklearn Dummy Classifier Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/extra-tree/">Extra Tree</a></td>
- <td>Sklearn Extra Tree Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/extra-trees/">Extra Trees</a></td>
- <td>Sklearn Extra Trees Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/gaussian-naive-bayes/">Gaussian Naive Bayes</a></td>
- <td>Sklearn Gaussian Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/gradient-boosting/">Gradient Boosting</a></td>
- <td>Sklearn Gradient Boosting Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/k-nearest-neighbors/">K-nearest Neighbors</a></td>
- <td>Sklearn K-nearest Neighbors Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/linear-regression/">Linear Regression</a></td>
- <td>Sklearn Linear Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/linear-support-vector-machine/">Linear Support Vector Machine</a></td>
- <td>Sklearn Linear Support Vector Machine Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/logistic-regression/">Logistic Regression</a></td>
- <td>Sklearn Logistic Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/logistic-regression-cross-validation/">Logistic Regression Cross Validation</a></td>
- <td>Sklearn Logistic Regression Cross Validation Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/multi-layer-perceptron/">Multi-layer Perceptron</a></td>
- <td>Sklearn Multi-layer Perceptron Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/multinomial-naive-bayes/">Multinomial Naive Bayes</a></td>
- <td>Sklearn Multinomial Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/nearest-centroid/">Nearest Centroid</a></td>
- <td>Sklearn Nearest Centroid Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/passive-aggressive/">Passive Aggressive</a></td>
- <td>Sklearn Passive Aggressive Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/linear-perceptron/">Linear Perceptron</a></td>
- <td>Sklearn Linear Perceptron Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-prediction/">Sklearn Prediction</a></td>
- <td>Sklearn Prediction Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/probability-calibration/">Probability Calibration</a></td>
- <td>Sklearn Probability Calibration Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/random-forest/">Random Forest</a></td>
- <td>Sklearn Random Forest Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/ridge-regression/">Ridge Regression</a></td>
- <td>Sklearn Ridge Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/ridge-regression-cross-validation/">Ridge Regression Cross Validation</a></td>
- <td>Sklearn Ridge Regression Cross Validation Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/stochastic-gradient-descent/">Stochastic Gradient Descent</a></td>
- <td>Sklearn Stochastic Gradient Descent Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/support-vector-machine/">Support Vector Machine</a></td>
- <td>Sklearn Support Vector Machine Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-testing/">Sklearn Testing</a></td>
- <td>It will generate scorers for Sklearn model</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 28 operators</p></description></item><item><title>Sklearn Training</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/</guid><description><p><a href="https://texera.staged.apache.org/docs/lates [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-adaptive-boosting/">Training: Adaptive Boosting</a></td>
- <td>Sklearn Training: Adaptive Boosting Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-bagging-training/">Training: Bagging Training</a></td>
- <td>Sklearn Training: Bagging Training Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-bernoulli-naive-bayes/">Training: Bernoulli Naive Bayes</a></td>
- <td>Sklearn Training: Bernoulli Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-complement-naive-bayes/">Training: Complement Naive Bayes</a></td>
- <td>Sklearn Training: Complement Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-decision-tree/">Training: Decision Tree</a></td>
- <td>Sklearn Training: Decision Tree Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-dummy-classifier/">Training: Dummy Classifier</a></td>
- <td>Sklearn Training: Dummy Classifier Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-extra-tree/">Training: Extra Tree</a></td>
- <td>Sklearn Training: Extra Tree Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-extra-trees/">Training: Extra Trees</a></td>
- <td>Sklearn Training: Extra Trees Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-gaussian-naive-bayes/">Training: Gaussian Naive Bayes</a></td>
- <td>Sklearn Training: Gaussian Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-gradient-boosting/">Training: Gradient Boosting</a></td>
- <td>Sklearn Training: Gradient Boosting Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-k-nearest-neighbors/">Training: K-nearest Neighbors</a></td>
- <td>Sklearn Training: K-nearest Neighbors Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-regression/">Training: Linear Regression</a></td>
- <td>Sklearn Training: Linear Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-support-vector-machine/">Training: Linear Support Vector Machine</a></td>
- <td>Sklearn Training: Linear Support Vector Machine Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-logistic-regression/">Training: Logistic Regression</a></td>
- <td>Sklearn Training: Logistic Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-logistic-regression-cross-validation/">Training: Logistic Regression Cross Validation</a></td>
- <td>Sklearn Training: Logistic Regression Cross Validation Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-multi-layer-perceptron/">Training: Multi-layer Perceptron</a></td>
- <td>Sklearn Training: Multi-layer Perceptron Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-multinomial-naive-bayes/">Training: Multinomial Naive Bayes</a></td>
- <td>Sklearn Training: Multinomial Naive Bayes Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-nearest-centroid/">Training: Nearest Centroid</a></td>
- <td>Sklearn Training: Nearest Centroid Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-passive-aggressive/">Training: Passive Aggressive</a></td>
- <td>Sklearn Training: Passive Aggressive Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-perceptron/">Training: Linear Perceptron</a></td>
- <td>Sklearn Training: Linear Perceptron Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-probability-calibration/">Training: Probability Calibration</a></td>
- <td>Sklearn Training: Probability Calibration Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-random-forest/">Training: Random Forest</a></td>
- <td>Sklearn Training: Random Forest Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-ridge-regression/">Training: Ridge Regression</a></td>
- <td>Sklearn Training: Ridge Regression Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-ridge-regression-cross-validation/">Training: Ridge Regression Cross Validation</a></td>
- <td>Sklearn Training: Ridge Regression Cross Validation Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-stochastic-gradient-descent/">Training: Stochastic Gradient Descent</a></td>
- <td>Sklearn Training: Stochastic Gradient Descent Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-support-vector-machine/">Training: Support Vector Machine</a></td>
- <td>Sklearn Training: Support Vector Machine Operator</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 26 operators</p></description></item><item><title>Advanced Sklearn</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/oper [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/knn-classifier/">KNN Classifier</a></td>
- <td>Sklearn KNN Classifier Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/knn-regressor/">KNN Regressor</a></td>
- <td>Sklearn KNN Regressor Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/svm-classifier/">SVM Classifier</a></td>
- <td>Sklearn SVM Classifier Operator</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/svm-regressor/">SVM Regressor</a></td>
- <td>Sklearn SVM Regressor Operator</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>Database Connector</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &am [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/asterixdb-source/">AsterixDB Source</a></td>
- <td>Read data from a AsterixDB instance</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/mysql-source/">MySQL Source</a></td>
- <td>Read data from a MySQL instance</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/postgresql-source/">PostgreSQL Source</a></td>
- <td>Read data from a PostgreSQL instance</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 3 operators</p></description></item><item><title>Java</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/java-udf/">Java UDF</a></td>
- <td>User-defined function operator in Java script</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 1 operator</p></description></item><item><title>Set</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href=" [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/difference/">Difference</a></td>
- <td>Find the set difference of two inputs</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/intersect/">Intersect</a></td>
- <td>Take the intersect of two inputs</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/symmetricdifference/">SymmetricDifference</a></td>
- <td>Find the symmetric difference (the set of elements which are in either of the sets, but not in their intersection) of two inputs</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/union/">Union</a></td>
- <td>Unions the output rows from multiple input operators</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>Statistical</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a& [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/boxviolin-plot/">Box/Violin Plot</a></td>
- <td>Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/continuous-error-bands/">Continuous Error Bands</a></td>
- <td>Visualize error or uncertainty along a continuous line</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/empirical-cumulative-distribution-plot/">Empirical Cumulative Distribution Plot</a></td>
- <td>Visualize the empirical cumulative distribution of a numeric column.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/histogram/">Histogram</a></td>
- <td>Visualize data in a Histogram Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/histogram2d/">Histogram2D</a></td>
- <td>Displays a bivariate histogram as a density heatmap</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/scatter-matrix-chart/">Scatter Matrix Chart</a></td>
- <td>Visualize datasets in a Scatter Matrix</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/strip-chart/">Strip Chart</a></td>
- <td>Visualize distribution of data points as a strip plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/tree-plot/">Tree Plot</a></td>
- <td>Visualize hierarchical data as a top-down, interactive, auto-sizing tree</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 8 operators</p></description></item><item><title>Aggregate</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &a [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/aggregate/">Aggregate</a></td>
- <td>Calculate different types of aggregation values</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 1 operator</p></description></item><item><title>Hugging Face</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Hom [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-iris-logistic-regression/">Hugging Face Iris Logistic Regression</a></td>
- <td>Predict whether an iris is an Iris-setosa using a pre-trained logistic regression model</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-sentiment-analysis/">Hugging Face Sentiment Analysis</a></td>
- <td>Analyzing Sentiments with a Twitter-Based Model from Hugging Face</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-spam-detection/">Hugging Face Spam Detection</a></td>
- <td>Spam Detection by SMS Spam Detection Model from Hugging Face</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-text-summarization/">Hugging Face Text Summarization</a></td>
- <td>Summarize the given text content with a mini2bert pre-trained model from Hugging Face</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>R</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/r-udf/">R UDF</a></td>
- <td>User-defined function operator in R script</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/1-out-r-udf/">1-out R UDF</a></td>
- <td>User-defined function operator in R script</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 2 operators</p></description></item><item><title>Scientific</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/carpet-plot/">Carpet Plot</a></td>
- <td>Visualize data in a Carpet Plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/contour-plot/">Contour Plot</a></td>
- <td>Displays terrain or gradient variations in a Contour Plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/dendrogram/">Dendrogram</a></td>
- <td>Visualize data in a Dendrogram</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/heatmap/">Heatmap</a></td>
- <td>Visualize data in a HeatMap Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/network-graph/">Network Graph</a></td>
- <td>Visualize data in a network graph</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/parallel-coordinates-plot/">Parallel Coordinates Plot</a></td>
- <td>Visualize multivariate data using parallel coordinate axes</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/polar-chart/">Polar Chart</a></td>
- <td>Displays data points in a polar scatter plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/quiver-plot/">Quiver Plot</a></td>
- <td>Visualize vector data in a Quiver Plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/radar-chart/">Radar Chart</a></td>
- <td>Visualize data in a Radar Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/radar-plot/">Radar Plot</a></td>
- <td>View the result in a radar plot.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/ternary-contour/">Ternary Contour</a></td>
- <td>Shows how a measured value changes across all mixtures of three components that sum to a constant</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/ternary-plot/">Ternary Plot</a></td>
- <td>Points are graphed on a Ternary Plot using 3 specified data fields</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/volcano-plot/">Volcano Plot</a></td>
- <td>Displays statistical significance versus effect size</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/wind-rose-chart/">Wind Rose Chart</a></td>
- <td>Displays wind distribution using a polar bar chart</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 14 operators</p></description></item><item><title>Search</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/search/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/search/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Search</p>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/search/dictionary-matcher/">Dictionary matcher</a></td>
- <td>Matches tuples if they appear in a given dictionary</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/search/keyword-search/">Keyword Search</a></td>
- <td>Search for keyword(s) in a string column</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/search/regular-expression/">Regular Expression</a></td>
- <td>Search a regular expression in a string column</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/search/substring-search/">Substring Search</a></td>
- <td>Search for Substring(s) in a string column</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>Data Cleaning</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Data Clea [...]
-<h2 id="subcategories">Subcategories<a class="td-heading-self-link" href="#subcategories" aria-label="Heading self-link"></a></h2>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/">Join</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/">Set</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/">Aggregate</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/">Sort</a></li>
-</ul>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/distinct/">Distinct</a></td>
- <td>Remove duplicate tuples</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/filter/">Filter</a></td>
- <td>Performs a filter operation using OR between multiple predicates</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/limit/">Limit</a></td>
- <td>Limit the number of output rows</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/projection/">Projection</a></td>
- <td>Keeps or drops the column</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/type-casting/">Type Casting</a></td>
- <td>Cast between types</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 5 operators</p></description></item><item><title>Financial</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &a [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/bullet-chart/">Bullet Chart</a></td>
- <td>Visualize data using a Bullet Chart that shows a primary quantitative bar and delta indicator.<br>Optional elements such as qualitative ranges (steps) and a performance threshold are displayed only when provided.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/candlestick-chart/">Candlestick Chart</a></td>
- <td>Visualize data in a Candlestick Chart</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/funnel-plot/">Funnel Plot</a></td>
- <td>Visualize data in a Funnel Plot</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/gauge-chart/">Gauge Chart</a></td>
- <td>Visualize a single value with a radial gauge chart, showing progress towards a goal with optional steps, threshold, and delta.</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/waterfall-chart/">Waterfall Chart</a></td>
- <td>Visualize data as a waterfall chart</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 5 operators</p></description></item><item><title>Machine Learning General</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/</guid><description><p><a href="https://texera.staged.apache.org/doc [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/machine-learning-scorer/">Machine Learning Scorer</a></td>
- <td>Scorer for machine learning models</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 1 operator</p></description></item><item><title>Sort</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a hre [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/sort/">Sort</a></td>
- <td>Sort based on the columns and sorting methods</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/sort-partitions/">Sort Partitions</a></td>
- <td>Sort Partitions</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/stable-merge-sort/">Stable Merge Sort</a></td>
- <td>Stable per-partition sort with multi-key ordering (incremental stack of sorted buckets)</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 3 operators</p></description></item><item><title>Machine Learning</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; [...]
-<h2 id="subcategories">Subcategories<a class="td-heading-self-link" href="#subcategories" aria-label="Heading self-link"></a></h2>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/">Sklearn</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/">Advanced Sklearn</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/">Hugging Face</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/">Machine Learning General</a></li>
-</ul></description></item><item><title>Media</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/ref [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/html-visualizer/">HTML Visualizer</a></td>
- <td>Render the result of HTML content</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/image-visualizer/">Image Visualizer</a></td>
- <td>Visualize image content</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/url-visualizer/">URL Visualizer</a></td>
- <td>Render the content of URL</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/word-cloud/">Word Cloud</a></td>
- <td>Generate word cloud for texts</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>Advanced</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> & [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/choropleth-map/">Choropleth Map</a></td>
- <td>Visualize data using a Choropleth Map that uses shades of colors to show differences in properties or quantities between regions</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/scatter3d-chart/">Scatter3D Chart</a></td>
- <td>Visualize data in a Scatter3D Plot</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 2 operators</p></description></item><item><title>Utilities</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/utilities/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/utilities/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Utilities</p>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/utilities/random-k-sampling/">Random K Sampling</a></td>
- <td>Random sampling with given percentage</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/utilities/reservoir-sampling/">Reservoir Sampling</a></td>
- <td>Reservoir Sampling with k items being kept randomly</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/utilities/split/">Split</a></td>
- <td>Split data to two different ports</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/utilities/unnest-string/">Unnest String</a></td>
- <td>Unnest the string values in the column separated by a delimiter to multiple values</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>External API</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/external-api/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/external-api/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; External API [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/external-api/reddit-search/">Reddit Search</a></td>
- <td>Search for recent posts with python-wrapped Reddit API, PRAW</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/external-api/twitter-full-archive-search-api/">Twitter Full Archive Search API</a></td>
- <td>Retrieve data from Twitter Full Archive Search API</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/external-api/twitter-search-api/">Twitter Search API</a></td>
- <td>Retrieve data from Twitter Search API</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/external-api/url-fetcher/">URL Fetcher</a></td>
- <td>Fetch the content of a single URL</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 4 operators</p></description></item><item><title>User-defined Functions</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home&l [...]
-<h2 id="subcategories">Subcategories<a class="td-heading-self-link" href="#subcategories" aria-label="Heading self-link"></a></h2>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/">Python</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/">Java</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/">R</a></li>
-</ul></description></item><item><title>Visualization</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Visualization</p>
-<h2 id="subcategories">Subcategories<a class="td-heading-self-link" href="#subcategories" aria-label="Heading self-link"></a></h2>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/basic/">Basic</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/">Statistical</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/">Scientific</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/">Financial</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/">Media</a></li>
-<li><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/">Advanced</a></li>
-</ul>
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/nested-table/">Nested Table</a></td>
- <td>Visualize Data in a Depth Two Nested Table</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 1 operator</p></description></item><item><title>Control Block</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/control-block/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/control-block/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Control Bl [...]
-<h2 id="operators">Operators<a class="td-heading-self-link" href="#operators" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Operator</th>
- <th>Description</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/control-block/if/">If</a></td>
- <td>If</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/control-block/sleep/">Sleep</a></td>
- <td>Sleep n seconds between each tuple</td>
- </tr>
- </tbody>
-</table>
-<p><strong>Total</strong>: 2 operators</p></description></item></channel></rss>
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Operators on Apache Texera</title><link>https://texera.staged.apache.org/categories/operators/</link><description>Recent content in Operators on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/operators/index.xml" rel="self" type="application/rss+xml"/><item><title>Basic [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-basic">title: &ldquo;Basic&rdquo;
+description: &ldquo;Operators in the Basic category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [visualization, basic]<a class="td-heading-self-link" href="#tags-visualization-basic" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Basic</p></description></item><item><title>Data Input</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-input/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/doc [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-input">title: &ldquo;Data Input&rdquo;
+description: &ldquo;Operators in the Data Input category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [data-input]<a class="td-heading-self-link" href="#tags-data-input" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Data Input</p></description></item><item><title>Join</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/join/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-cleaning-join">title: &ldquo;Join&rdquo;
+description: &ldquo;Operators in the Join category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [data-cleaning, join]<a class="td-heading-self-link" href="#tags-data-cleaning-join" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/">Data Cleaning</a> &gt; Join</p></description></item><item><title>Python</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/python/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged. [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-user-defined-functions-python">title: &ldquo;Python&rdquo;
+description: &ldquo;Operators in the Python category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [user-defined-functions, python]<a class="td-heading-self-link" href="#tags-user-defined-functions-python" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/">User-defined Functions</a> &gt; Python</p></description></item><item><title>Sklearn</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https: [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning-sklearn">title: &ldquo;Sklearn&rdquo;
+description: &ldquo;Operators in the Sklearn category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn]<a class="td-heading-self-link" href="#tags-machine-learning-sklearn" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/">Machine Learning</a> &gt; Sklearn</p></description></item><item><title>Sklearn Training</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDa [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning-sklearn-sklearn-training">title: &ldquo;Sklearn Training&rdquo;
+description: &ldquo;Operators in the Sklearn Training category&rdquo;
+weight: 1
+categories: [Operators]
+tags: [machine-learning, sklearn, sklearn-training]<a class="td-heading-self-link" href="#tags-machine-learning-sklearn-sklearn-training" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/sklearn/">Sklearn</a> &gt; Sklearn Training</p></description></item><item><title>Advanced Sklearn</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/advanced-sklearn/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDa [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning-advanced-sklearn">title: &ldquo;Advanced Sklearn&rdquo;
+description: &ldquo;Operators in the Advanced Sklearn category&rdquo;
+weight: 2
+categories: [Operators]
+tags: [machine-learning, advanced-sklearn]<a class="td-heading-self-link" href="#tags-machine-learning-advanced-sklearn" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/">Machine Learning</a> &gt; Advanced Sklearn</p></description></item><item><title>Database Connector</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/database-connector/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>htt [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-database-connector">title: &ldquo;Database Connector&rdquo;
+description: &ldquo;Operators in the Database Connector category&rdquo;
+weight: 2
+categories: [Operators]
+tags: [database-connector]<a class="td-heading-self-link" href="#tags-database-connector" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Database Connector</p></description></item><item><title>Java</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/java/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-user-defined-functions-java">title: &ldquo;Java&rdquo;
+description: &ldquo;Operators in the Java category&rdquo;
+weight: 2
+categories: [Operators]
+tags: [user-defined-functions, java]<a class="td-heading-self-link" href="#tags-user-defined-functions-java" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/">User-defined Functions</a> &gt; Java</p></description></item><item><title>Set</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/set/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.stag [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-cleaning-set">title: &ldquo;Set&rdquo;
+description: &ldquo;Operators in the Set category&rdquo;
+weight: 2
+categories: [Operators]
+tags: [data-cleaning, set]<a class="td-heading-self-link" href="#tags-data-cleaning-set" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/">Data Cleaning</a> &gt; Set</p></description></item><item><title>Statistical</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/statistical/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged. [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-statistical">title: &ldquo;Statistical&rdquo;
+description: &ldquo;Operators in the Statistical category&rdquo;
+weight: 2
+categories: [Operators]
+tags: [visualization, statistical]<a class="td-heading-self-link" href="#tags-visualization-statistical" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Statistical</p></description></item><item><title>Aggregate</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/aggregate/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.sta [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-cleaning-aggregate">title: &ldquo;Aggregate&rdquo;
+description: &ldquo;Operators in the Aggregate category&rdquo;
+weight: 3
+categories: [Operators]
+tags: [data-cleaning, aggregate]<a class="td-heading-self-link" href="#tags-data-cleaning-aggregate" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/">Data Cleaning</a> &gt; Aggregate</p></description></item><item><title>Hugging Face</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/hugging-face/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://tex [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning-hugging-face">title: &ldquo;Hugging Face&rdquo;
+description: &ldquo;Operators in the Hugging Face category&rdquo;
+weight: 3
+categories: [Operators]
+tags: [machine-learning, hugging-face]<a class="td-heading-self-link" href="#tags-machine-learning-hugging-face" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/">Machine Learning</a> &gt; Hugging Face</p></description></item><item><title>R</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/r/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.sta [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-user-defined-functions-r">title: &ldquo;R&rdquo;
+description: &ldquo;Operators in the R category&rdquo;
+weight: 3
+categories: [Operators]
+tags: [user-defined-functions, r]<a class="td-heading-self-link" href="#tags-user-defined-functions-r" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/">User-defined Functions</a> &gt; R</p></description></item><item><title>Scientific</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/scientific/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https:// [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-scientific">title: &ldquo;Scientific&rdquo;
+description: &ldquo;Operators in the Scientific category&rdquo;
+weight: 3
+categories: [Operators]
+tags: [visualization, scientific]<a class="td-heading-self-link" href="#tags-visualization-scientific" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Scientific</p></description></item><item><title>Search</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/search/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/l [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-search">title: &ldquo;Search&rdquo;
+description: &ldquo;Operators in the Search category&rdquo;
+weight: 3
+categories: [Operators]
+tags: [search]<a class="td-heading-self-link" href="#tags-search" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Search</p></description></item><item><title>Data Cleaning</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-cleaning">title: &ldquo;Data Cleaning&rdquo;
+description: &ldquo;Operators in the Data Cleaning category&rdquo;
+weight: 4
+categories: [Operators]
+tags: [data-cleaning]<a class="td-heading-self-link" href="#tags-data-cleaning" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Data Cleaning</p></description></item><item><title>Financial</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/financial/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-financial">title: &ldquo;Financial&rdquo;
+description: &ldquo;Operators in the Financial category&rdquo;
+weight: 4
+categories: [Operators]
+tags: [visualization, financial]<a class="td-heading-self-link" href="#tags-visualization-financial" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Financial</p></description></item><item><title>Machine Learning General</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/machine-learning-general/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</p [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning-machine-learning-general">title: &ldquo;Machine Learning General&rdquo;
+description: &ldquo;Operators in the Machine Learning General category&rdquo;
+weight: 4
+categories: [Operators]
+tags: [machine-learning, machine-learning-general]<a class="td-heading-self-link" href="#tags-machine-learning-machine-learning-general" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/">Machine Learning</a> &gt; Machine Learning General</p></description></item><item><title>Sort</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/sort/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://t [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-data-cleaning-sort">title: &ldquo;Sort&rdquo;
+description: &ldquo;Operators in the Sort category&rdquo;
+weight: 4
+categories: [Operators]
+tags: [data-cleaning, sort]<a class="td-heading-self-link" href="#tags-data-cleaning-sort" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/data-cleaning/">Data Cleaning</a> &gt; Sort</p></description></item><item><title>Machine Learning</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/machine-learning/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apa [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-machine-learning">title: &ldquo;Machine Learning&rdquo;
+description: &ldquo;Operators in the Machine Learning category&rdquo;
+weight: 5
+categories: [Operators]
+tags: [machine-learning]<a class="td-heading-self-link" href="#tags-machine-learning" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Machine Learning</p></description></item><item><title>Media</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/media/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-media">title: &ldquo;Media&rdquo;
+description: &ldquo;Operators in the Media category&rdquo;
+weight: 5
+categories: [Operators]
+tags: [visualization, media]<a class="td-heading-self-link" href="#tags-visualization-media" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Media</p></description></item><item><title>Advanced</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/advanced/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apac [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization-advanced">title: &ldquo;Advanced&rdquo;
+description: &ldquo;Operators in the Advanced category&rdquo;
+weight: 6
+categories: [Operators]
+tags: [visualization, advanced]<a class="td-heading-self-link" href="#tags-visualization-advanced" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; <a href="https://texera.staged.apache.org/docs/latest/reference/operators/visualization/">Visualization</a> &gt; Advanced</p></description></item><item><title>Utilities</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/utilities/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/do [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-utilities">title: &ldquo;Utilities&rdquo;
+description: &ldquo;Operators in the Utilities category&rdquo;
+weight: 6
+categories: [Operators]
+tags: [utilities]<a class="td-heading-self-link" href="#tags-utilities" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Utilities</p></description></item><item><title>External API</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/external-api/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/external-api/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-external-api">title: &ldquo;External API&rdquo;
+description: &ldquo;Operators in the External API category&rdquo;
+weight: 7
+categories: [Operators]
+tags: [external-api]<a class="td-heading-self-link" href="#tags-external-api" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; External API</p></description></item><item><title>User-defined Functions</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/user-defined-functions/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-user-defined-functions">title: &ldquo;User-defined Functions&rdquo;
+description: &ldquo;Operators in the User-defined Functions category&rdquo;
+weight: 8
+categories: [Operators]
+tags: [user-defined-functions]<a class="td-heading-self-link" href="#tags-user-defined-functions" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; User-defined Functions</p></description></item><item><title>Visualization</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/visualization/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-visualization">title: &ldquo;Visualization&rdquo;
+description: &ldquo;Operators in the Visualization category&rdquo;
+weight: 9
+categories: [Operators]
+tags: [visualization]<a class="td-heading-self-link" href="#tags-visualization" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Visualization</p></description></item><item><title>Control Block</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/control-block/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/control-block/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-control-block">title: &ldquo;Control Block&rdquo;
+description: &ldquo;Operators in the Control Block category&rdquo;
+weight: 10
+categories: [Operators]
+tags: [control-block]<a class="td-heading-self-link" href="#tags-control-block" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">Home</a> &gt; Control Block</p></description></item></channel></rss>
\ No newline at end of file
diff --git a/categories/parameters/index.html b/categories/parameters/index.html
index 288363e5..87291c86 100644
--- a/categories/parameters/index.html
+++ b/categories/parameters/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/parameters/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/parameters/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/parameters/index.xml b/categories/parameters/index.xml
index e5e050e3..20fcc01f 100644
--- a/categories/parameters/index.xml
+++ b/categories/parameters/index.xml
@@ -1,150 +1,70 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Parameters on Apache Texera</title><link>https://texera.staged.apache.org/categories/parameters/</link><description>Recent content in Parameters on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/parameters/index.xml" rel="self" type="application/rss+xml"/><item><title>S [...]
-<h2 id="used-by">Used By<a class="td-heading-self-link" href="#used-by" aria-label="Heading self-link"></a></h2>
-<p>This parameter set is used by the following operators:</p>
-<ul>
-<li><a href="../../machine-learning/advanced-sklearn/knn-classifier/">KNN Classifier</a></li>
-<li><a href="../../machine-learning/advanced-sklearn/knn-regressor/">KNN Regressor</a></li>
-</ul>
-<h2 id="parameters">Parameters<a class="td-heading-self-link" href="#parameters" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Parameter</th>
- <th>Type</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td>n_neighbors</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>p</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>weights</td>
- <td><code>str</code></td>
- </tr>
- <tr>
- <td>algorithm</td>
- <td><code>str</code></td>
- </tr>
- <tr>
- <td>leaf_size</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>metric</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>metric_params</td>
- <td><code>str</code></td>
- </tr>
- </tbody>
-</table></description></item><item><title>SklearnAdvancedSVC Parameters</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svc-parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svc-parameters/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Parameter [...]
-<h2 id="used-by">Used By<a class="td-heading-self-link" href="#used-by" aria-label="Heading self-link"></a></h2>
-<p>This parameter set is used by the following operators:</p>
-<ul>
-<li><a href="../../machine-learning/advanced-sklearn/svm-classifier/">SVM Classifier</a></li>
-</ul>
-<h2 id="parameters">Parameters<a class="td-heading-self-link" href="#parameters" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Parameter</th>
- <th>Type</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td>C</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>kernel</td>
- <td><code>str</code></td>
- </tr>
- <tr>
- <td>gamma</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>degree</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>coef0</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>tol</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>probability</td>
- <td><code>(lambda value: value.lower() == &quot;true&quot;)</code></td>
- </tr>
- </tbody>
-</table></description></item><item><title>SklearnAdvancedSVR Parameters</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svr-parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svr-parameters/</guid><description><p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Parameter [...]
-<h2 id="used-by">Used By<a class="td-heading-self-link" href="#used-by" aria-label="Heading self-link"></a></h2>
-<p>This parameter set is used by the following operators:</p>
-<ul>
-<li><a href="../../machine-learning/advanced-sklearn/svm-regressor/">SVM Regressor</a></li>
-</ul>
-<h2 id="parameters">Parameters<a class="td-heading-self-link" href="#parameters" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Parameter</th>
- <th>Type</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td>C</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>kernel</td>
- <td><code>str</code></td>
- </tr>
- <tr>
- <td>gamma</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>degree</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>coef0</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>tol</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>shrinking</td>
- <td><code>(lambda value: value.lower() == &quot;true&quot;)</code></td>
- </tr>
- <tr>
- <td>verbose</td>
- <td><code>(lambda value: value.lower() == &quot;true&quot;)</code></td>
- </tr>
- <tr>
- <td>epsilon</td>
- <td><code>float</code></td>
- </tr>
- <tr>
- <td>cache_size</td>
- <td><code>int</code></td>
- </tr>
- <tr>
- <td>max_iter</td>
- <td><code>int</code></td>
- </tr>
- </tbody>
-</table></description></item></channel></rss>
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Parameters on Apache Texera</title><link>https://texera.staged.apache.org/categories/parameters/</link><description>Recent content in Parameters on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/parameters/index.xml" rel="self" type="application/rss+xml"/><item><title>S [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-ml-sklearn-parameters">title: &ldquo;SklearnAdvancedKNN Parameters&rdquo;
+description: &ldquo;Hyperparameters accepted by SklearnAdvancedKNN&rdquo;
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class="td-heading-self-link" href="#tags-ml-sklearn-parameters" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Parameters Index</a></p></description></item><item><title>SklearnAdvancedSVC Parameters</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svc-parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svc-parameters/</guid> [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-ml-sklearn-parameters">title: &ldquo;SklearnAdvancedSVC Parameters&rdquo;
+description: &ldquo;Hyperparameters accepted by SklearnAdvancedSVC&rdquo;
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class="td-heading-self-link" href="#tags-ml-sklearn-parameters" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Parameters Index</a></p></description></item><item><title>SklearnAdvancedSVR Parameters</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svr-parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svr-parameters/</guid> [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-ml-sklearn-parameters">title: &ldquo;SklearnAdvancedSVR Parameters&rdquo;
+description: &ldquo;Hyperparameters accepted by SklearnAdvancedSVR&rdquo;
+categories: [Parameters]
+tags: [ml, sklearn, parameters]<a class="td-heading-self-link" href="#tags-ml-sklearn-parameters" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Parameters Index</a></p></description></item></channel></rss>
\ No newline at end of file
diff --git a/categories/reference/index.html b/categories/reference/index.html
index a0d5072f..923d7eed 100644
--- a/categories/reference/index.html
+++ b/categories/reference/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/reference/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href= [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/reference/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href= [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/reference/index.xml b/categories/reference/index.xml
index 589a249e..055891b5 100644
--- a/categories/reference/index.xml
+++ b/categories/reference/index.xml
@@ -1,33 +1,49 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Reference on Apache Texera</title><link>https://texera.staged.apache.org/categories/reference/</link><description>Recent content in Reference on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/reference/index.xml" rel="self" type="application/rss+xml"/><item><title>Outpu [...]
-<p>Texera operators emit data through output ports. Each port advertises a <strong>mode</strong> that describes how downstream operators should interpret the stream of tuples it produces.</p>
-<h3 id="set-snapshot">Set Snapshot<a class="td-heading-self-link" href="#set-snapshot" aria-label="Heading self-link"></a></h3>
-<p>The port <strong>re-emits the complete result set on each update</strong>. Downstream operators always see the full materialized result.</p>
-<h3 id="delta-updates">Delta Updates<a class="td-heading-self-link" href="#delta-updates" aria-label="Heading self-link"></a></h3>
-<p>The port emits an <strong>incremental delta of the result set on each update</strong>. Downstream operators apply the delta on top of prior state instead of receiving a re-materialized snapshot.</p></description></item><item><title>Parameter Reference</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operat [...]
-<h2 id="available-parameter-sets">Available Parameter Sets<a class="td-heading-self-link" href="#available-parameter-sets" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Parameter Set</th>
- <th>Used By</th>
- <th>Operators</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-knn-parameters/">SklearnAdvancedKNN</a></td>
- <td>2</td>
- <td>KNN Classifier, KNN Regressor</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svc-parameters/">SklearnAdvancedSVC</a></td>
- <td>1</td>
- <td>SVM Classifier</td>
- </tr>
- <tr>
- <td><a href="https://texera.staged.apache.org/docs/latest/reference/operators/parameters/sklearn-advanced-svr-parameters/">SklearnAdvancedSVR</a></td>
- <td>1</td>
- <td>SVM Regressor</td>
- </tr>
- </tbody>
-</table></description></item></channel></rss>
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Reference on Apache Texera</title><link>https://texera.staged.apache.org/categories/reference/</link><description>Recent content in Reference on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/categories/reference/index.xml" rel="self" type="application/rss+xml"/><item><title>Outpu [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-reference">title: &ldquo;Output Port Modes&rdquo;
+description: &ldquo;Reference for operator output port modes&rdquo;
+weight: 12
+categories: [Reference]
+tags: [reference]<a class="td-heading-self-link" href="#tags-reference" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/">Home</a></p></description></item><item><title>Parameter Reference</title><link>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/reference/operators/parameters/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-parameters-ml-reference">title: &ldquo;Parameter Reference&rdquo;
+description: &ldquo;Complete reference for machine learning operator parameters&rdquo;
+weight: 13
+categories: [Reference]
+tags: [parameters, ml, reference]<a class="td-heading-self-link" href="#tags-parameters-ml-reference" aria-label="Heading self-link"></a></h2>
+<p><a href="https://texera.staged.apache.org/docs/latest/reference/operators/">← Home</a></p></description></item></channel></rss>
\ No newline at end of file
diff --git a/categories/texera/index.html b/categories/texera/index.html
index 5ded0219..52e2fb00 100644
--- a/categories/texera/index.html
+++ b/categories/texera/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/texera/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/im [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/categories/texera/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/im [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
</a>|
diff --git a/categories/texera/index.xml b/categories/texera/index.xml
index 671e4e1a..9b011dcf 100644
--- a/categories/texera/index.xml
+++ b/categories/texera/index.xml
@@ -1,91 +1,87 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Texera on Apache Texera</title><link>https://texera.staged.apache.org/categories/texera/</link><description>Recent content in Texera on Apache Texera</description><generator>Hugo</generator><language>en</language><lastBuildDate>Mon, 25 May 2026 13:56:42 -0700</lastBuildDate><atom:link href="https://texera.staged.apache.org/categories/texera/index.xml" rel="se [...]
-<p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>
-We follow a fork-based workflow and adopt the <a href="https://www.conventionalcommits.org/en/v1.0.0/">Conventional Commits</a> standard for commit messages.</p>
-
-</div>
-
-<h1 id="contributing-to-texera">Contributing to Texera<a class="td-heading-self-link" href="#contributing-to-texera" aria-label="Heading self-link"></a></h1>
-<p>Texera welcomes contributions from everyone — whether you’re fixing a small bug, improving documentation, or adding new features.</p>
-<hr>
-<h2 id="-roles-in-the-project">👥 Roles in the Project<a class="td-heading-self-link" href="#-roles-in-the-project" aria-label="Heading self-link"></a></h2>
-<table>
- <thead>
- <tr>
- <th>Role</th>
- <th>Key Permissions</th>
- <th>How to Join</th>
- </tr>
- </thead>
- <tbody>
- <tr>
- <td><strong>Contributor</strong></td>
- <td>Submit issues &amp; PRs, join discussions</td>
- <td>Start contributing — no formal process</td>
- </tr>
- <tr>
- <td><strong>Committer</strong></td>
- <td>Merge PRs, push code, vote on code changes</td>
- <td>Nominated by PPMC based on quality contributions</td>
- </tr>
- <tr>
- <td><strong>PPMC Member</strong></td>
- <td>Governance, release voting, new committer approvals</td>
- <td>Voted by existing PPMC members</td>
- </tr>
- <tr>
- <td><strong>Mentor</strong></td>
- <td>Guide project and ensure Apache compliance</td>
- <td>Appointed by the Incubator PMC</td>
- </tr>
- </tbody>
-</table>
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Texera on Apache Texera</title><link>https://texera.staged.apache.org/categories/texera/</link><description>Recent content in Texera on Apache Texera</description><generator>Hugo</generator><language>en</language><lastBuildDate>Sun, 09 Aug 2026 16:45:51 +0000</lastBuildDate><atom:link href="https://texera.staged.apache.org/categories/texera/index.xml" rel="se [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
<hr>
-<h2 id="-how-to-contribute-code">🛠 How to Contribute Code<a class="td-heading-self-link" href="#-how-to-contribute-code" aria-label="Heading self-link"></a></h2>
-<h3 id="1-fork-the-repository">1. Fork the Repository<a class="td-heading-self-link" href="#1-fork-the-repository" aria-label="Heading self-link"></a></h3>
-<p>Fork the <a href="https://github.com/Texera/texera">Texera repository</a> on GitHub and clone it locally.</p></description></item><item><title>Access/Login to Texera</title><link>https://texera.staged.apache.org/docs/latest/getting-started/accesslogin/</link><pubDate>Wed, 29 Oct 2025 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/getting-started/accesslogin/</guid><description><div class="pageinfo pageinfo-primary">
-<p>Guide to use Texera on your local machine or development environment.</p>
-
-</div>
-
-<h2 id="prerequisites">Prerequisites<a class="td-heading-self-link" href="#prerequisites" aria-label="Heading self-link"></a></h2>
-<p>We assume you either went through</p>
-<ul>
-<li><a href="https://texera.staged.apache.org/docs/getting-started/installing-using-docker/">Installing Apache Texera using Docker</a>, or</li>
-<li><a href="https://texera.staged.apache.org/docs/contribution-guidelines/guide-for-developers/">Guide for Texera Developers</a>.</li>
-</ul>
-<p>Texera should be <strong>up-and-running on your laptop</strong> before proceeding.</p>
-
+<h2 id="tags-contributing-development-documentation-github-workflow">title: &ldquo;Contribution Guidelines&rdquo;
+description: &ldquo;How to contribute to Texera code and documentation.&rdquo;
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class="td-heading-self-link" href="#tags-contributing-development-documentation-github-workflow" aria-label="Heading self-link"></a></h2>
-<div class="alert alert-warning" role="alert">
-<h4 class="alert-heading">Note</h4>
- Ensure Docker and Docker Compose are installed before building Texera.
-
-</div>
-
-<h2 id="access-texera-through-browser">Access Texera through Browser<a class="td-heading-self-link" href="#access-texera-through-browser" aria-label="Heading self-link"></a></h2>
-<p>Enter Texera&rsquo;s URL in your browser to access the interface.</p>
-<p>By default, an <strong>admin account</strong> is pre-created:</p></description></item><item><title>Texera UI Overview</title><link>https://texera.staged.apache.org/docs/latest/getting-started/ui-overview/</link><pubDate>Wed, 29 Oct 2025 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/getting-started/ui-overview/</guid><description><div class="pageinfo pageinfo-primary">
-<p>Understand the layout and functionality of Texera’s User Dashboard.</p>
-
-</div>
-
-<h2 id="user-dashboard">User Dashboard<a class="td-heading-self-link" href="#user-dashboard" aria-label="Heading self-link"></a></h2>
-<p>Once logged in, you should see the following page:</p>
-<p><img src="https://texera.staged.apache.org/images/github-assets/baa3d599-99c6-401f-a772-4300cbc7c9a9.png" alt="Texera Dashboard"></p>
-<h3 id="navigation-bar">Navigation Bar<a class="td-heading-self-link" href="#navigation-bar" aria-label="Heading self-link"></a></h3>
-<p>On the left sidebar, you can switch between different resource modules:</p>
-<ul>
-<li><strong>Workflows</strong> — manage workflow projects.</li>
-<li><strong>Datasets</strong> — upload and manage data files.</li>
-<li><strong>Quota</strong> — check usage statistics and resource consumption.</li>
-<li><strong>Admin</strong> — manage system users (visible only to admins).</li>
-</ul>
+<div class="pageinfo pageinfo-primary">
+<p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>
+We follow a fork-based workflow and adopt the <a href="https://www.conventionalcommits.org/en/v1.0.0/">Conventional Commits</a> standard for commit messages.</p></description></item><item><title>Access/Login to Texera</title><link>https://texera.staged.apache.org/docs/latest/getting-started/accesslogin/</link><pubDate>Wed, 29 Oct 2025 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/getting-started/accesslogin/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-installation-setup-developer">title: &ldquo;Access/Login to Texera&rdquo;
+date: 2025-10-29
+weight: 70
+description: &gt;
+Instructions on how to install and set up Texera as a developer.
+categories: [Texera]
+tags: [installation, setup, developer]<a class="td-heading-self-link" href="#tags-installation-setup-developer" aria-label="Heading self-link"></a></h2>
-<div class="alert alert-success" role="alert">
-<h4 class="alert-heading">Tip</h4>
+<div class="pageinfo pageinfo-primary">
+<p>Guide to use Texera on your local machine or development environment.</p></description></item><item><title>Texera UI Overview</title><link>https://texera.staged.apache.org/docs/latest/getting-started/ui-overview/</link><pubDate>Wed, 29 Oct 2025 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/getting-started/ui-overview/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="tags-ui-dashboard-overview">title: &ldquo;Texera UI Overview&rdquo;
+date: 2025-10-29
+weight: 80
+description: &gt;
+Explore Texera&rsquo;s User Dashboard interface and its components.
+categories: [Texera]
+tags: [ui, dashboard, overview]<a class="td-heading-self-link" href="#tags-ui-dashboard-overview" aria-label="Heading self-link"></a></h2>
- Hover over the navigation icons to see quick tooltips for each section.
-</div></description></item></channel></rss>
\ No newline at end of file
+<div class="pageinfo pageinfo-primary">
+<p>Understand the layout and functionality of Texera’s User Dashboard.</p></description></item></channel></rss>
\ No newline at end of file
diff --git a/docs/contribution-guidelines/micro-services-local-dev/index.html b/docs/contribution-guidelines/micro-services-local-dev/index.html
deleted file mode 100644
index 47933a2e..00000000
--- a/docs/contribution-guidelines/micro-services-local-dev/index.html
+++ /dev/null
@@ -1 +0,0 @@
-<!doctype html><html lang=en><head><title>https://texera.staged.apache.org/docs/latest/contribution-guidelines/micro-services-local-dev/</title><link rel=canonical href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/micro-services-local-dev/><meta charset=utf-8><meta http-equiv=refresh content="0; url=https://texera.staged.apache.org/docs/latest/contribution-guidelines/micro-services-local-dev/"></head></html>
\ No newline at end of file
diff --git a/docs/index.html b/docs/index.html
index 367f6469..ca08fa06 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -14,8 +14,7 @@
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -224,8 +223,7 @@
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
diff --git a/docs/latest/concepts/index.html b/docs/latest/concepts/index.html
index b81b7300..e37efd34 100644
--- a/docs/latest/concepts/index.html
+++ b/docs/latest/concepts/index.html
@@ -1,4 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=text/html href=https://texera.staged.apache.org/_print/docs/latest/concepts/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/concepts/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=text/html href=https://texera.staged.apache.org/_print/docs/latest/concepts/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/concepts/index.xml><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -14,8 +14,7 @@
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -224,8 +223,7 @@
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -234,8 +232,14 @@
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/concepts?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+section+at+the+top+of [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Concepts" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/concepts/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#whats-in-this-section>What’s in this section</a></li><li><a href=#when-to-read-this-section>When to read this section</a></li></ul></li></ul></nav></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https: [...]
-<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
+<a id=print href=/_print/docs/latest/concepts/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-30>title: Concepts
+description: >
+Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.
+weight: 30</a><ul><li><a href=#whats-in-this-section>What’s in this section</a></li><li><a href=#when-to-read-this-section>When to read this section</a></li></ul></li></ul></nav></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class [...]
+description: >
+Overview of the key ideas and components behind Texera. This section introduces core concepts that help users and contributors understand how Texera works.
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>This section explains the foundational concepts behind Texera — the ideas, architecture, and components that make up the platform.</p></div><p>Understanding Texera conceptually helps both <strong>users</strong> and <strong>contributors</strong> get the most out of the system.</p><p>For end users, it provides background on how workflows and operators in [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/docs/latest/contribution-guidelines/apache-license-header/index.html b/docs/latest/contribution-guidelines/apache-license-header/index.html
index dc9fe5d4..7ee8932a 100644
--- a/docs/latest/contribution-guidelines/apache-license-header/index.html
+++ b/docs/latest/contribution-guidelines/apache-license-header/index.html
@@ -1,20 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Apache License header | Apache Texera</title><meta name=description content='Every file mu [...]
-Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.
-Add a new profile and name it “Apache”.
-Add the following text as the license text:
-Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in w [...]
-Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.
-Add a new profile and name it “Apache”.
-Add the following text as the license text:
-Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in w [...]
-Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.
-Add a new profile and name it “Apache”.
-Add the following text as the license text:
-Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in w [...]
-Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.
-Add a new profile and name it “Apache”.
-Add the following text as the license text:
-Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in w [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Apache License header | Apache Texera</title><meta name=description content="title: “Apach [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -30,8 +14,7 @@ Licensed to the Apache Software Foundation (ASF) under one or more contributor l
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -240,8 +223,7 @@ Licensed to the Apache Software Foundation (ASF) under one or more contributor l
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child active-path" id=m-docslatestcontributi [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child active [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span class=td-sidebar-nav-active-item>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-templ [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -250,7 +232,9 @@ Licensed to the Apache Software Foundation (ASF) under one or more contributor l
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/contribution-guidelines?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Apache%20License%20header" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-70>title: “Apache License header”
+weight: 70</a></li></ul></nav></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/advanced/ data-taxonomy-term=advanced><span class=taxonomy-label>Advanced</span><span clas [...]
+weight: 70<a class=td-heading-self-link href=#weight-70 aria-label="Heading self-link"></a></h2><p>Every file must include the Apache License as a header. This can be automated in IntelliJ by
adding a Copyright profile:</p><ol><li><p>Go to “Settings” → “Editor” → “Copyright” → “Copyright Profiles”.</p></li><li><p>Add a new profile and name it “Apache”.</p></li><li><p>Add the following text as the license text:</p><pre tabindex=0><code>Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
@@ -268,7 +252,7 @@ See the License for the specific language governing permissions and
limitations under the License.
</code></pre></li><li><p>Go to “Editor” → “Copyright” and choose the “Apache” profile as the default profile for this
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diff --git a/docs/latest/contribution-guidelines/guide-for-developers/index.html b/docs/latest/contribution-guidelines/guide-for-developers/index.html
index 435b0686..2fdbc960 100644
--- a/docs/latest/contribution-guidelines/guide-for-developers/index.html
+++ b/docs/latest/contribution-guidelines/guide-for-developers/index.html
@@ -1,20 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide for Developers | Apache Texera</title><meta name=description content="0. Requirement [...]
-java -version Next, set JAVA_HOME. On macOS you can run:
-export JAVA_HOME=$(/usr/libexec/java_home -v 11) On Windows, add a system environment variable called JAVA_HOME that points to the JDK directory.
-Python@3.12/3.11/3.10 Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.
-Git On Windows, install the software from https://gitforwindows.org/. Git Bash is available after installing Git."><meta property="og:url" content="https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-for-developers/"><meta property="og:site_name" content="Apache Texera"><meta property="og:title" content="Guide for Developers"><meta property="og:description" content="0. Requirements Java 11 JDK Install Java JDK 11 (Java Development Kit) (recommend: [adoptopenjdk](ht [...]
-java -version Next, set JAVA_HOME. On macOS you can run:
-export JAVA_HOME=$(/usr/libexec/java_home -v 11) On Windows, add a system environment variable called JAVA_HOME that points to the JDK directory.
-Python@3.12/3.11/3.10 Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.
-Git On Windows, install the software from https://gitforwindows.org/. Git Bash is available after installing Git."><meta property="og:locale" content="en"><meta property="og:type" content="article"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2026-05-25T13:56:42-07:00"><meta itemprop=name content="Guide for Developers"><meta itemprop=description content="0. Requirements Java 11 JDK Install Java JDK 11 (Java Development Kit) (recommend: [ [...]
-java -version Next, set JAVA_HOME. On macOS you can run:
-export JAVA_HOME=$(/usr/libexec/java_home -v 11) On Windows, add a system environment variable called JAVA_HOME that points to the JDK directory.
-Python@3.12/3.11/3.10 Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.
-Git On Windows, install the software from https://gitforwindows.org/. Git Bash is available after installing Git."><meta itemprop=dateModified content="2026-05-25T13:56:42-07:00"><meta itemprop=wordCount content="1580"><meta name=twitter:card content="summary"><meta name=twitter:title content="Guide for Developers"><meta name=twitter:description content="0. Requirements Java 11 JDK Install Java JDK 11 (Java Development Kit) (recommend: [adoptopenjdk](https://adoptium.net/installation/)). [...]
-java -version Next, set JAVA_HOME. On macOS you can run:
-export JAVA_HOME=$(/usr/libexec/java_home -v 11) On Windows, add a system environment variable called JAVA_HOME that points to the JDK directory.
-Python@3.12/3.11/3.10 Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.
-Git On Windows, install the software from https://gitforwindows.org/. Git Bash is available after installing Git."><link rel=preload href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css as=style integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" crossorigin=anonymous><link href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css rel=stylesheet integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" c [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide for Developers | Apache Texera</title><meta name=description content="title: “Guide [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -30,8 +14,7 @@ Git On Windows, install the software from https://gitforwindows.org/. Git Bash i
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -240,8 +223,7 @@ Git On Windows, install the software from https://gitforwindows.org/. Git Bash i
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span class=td-sidebar-nav-active-item>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-devel [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -250,14 +232,16 @@ Git On Windows, install the software from https://gitforwindows.org/. Git Bash i
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/contribution-guidelines?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Guide%20for%20Developers" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#0-requirements>0. Requirements</a><ul><li></li></ul></li><li><a href=#1-setup-backend-development>1. Setup Backend Development.</a><ul><li><a href=#clone-and-configure-texera>Clone and Configure Texera</a></li><li><a href=#setup-postgresql-locally>Setup PostgreSQL locally</a></li><li><a href=#setup-t [...]
-</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 11)
-</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311310><a href=mailto:Python@3.12>Python@3.12</a>/3.11/3.10<a class=td-heading-self-link href=#311310 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>O [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-20>title: “Guide for Developers”
+weight: 20</a></li><li><a href=#0-requirements>0. Requirements</a><ul><li></li></ul></li><li><a href=#1-setup-backend-development>1. Setup Backend Development.</a><ul><li><a href=#clone-and-configure-texera>Clone and Configure Texera</a></li><li><a href=#setup-postgresql-locally>Setup PostgreSQL locally</a></li><li><a href=#setup-the-lakefsminio-locally>Setup the LakeFS+Minio locally</a></li><li><a href=#import-the-project-into-intellij>Import the project into IntelliJ</a></li><li><a hre [...]
+weight: 20<a class=td-heading-self-link href=#weight-20 aria-label="Heading self-link"></a></h2><h2 id=0-requirements>0. Requirements<a class=td-heading-self-link href=#0-requirements aria-label="Heading self-link"></a></h2><h4 id=java-17-jdk><strong>Java 17 JDK</strong><a class=td-heading-self-link href=#java-17-jdk aria-label="Heading self-link"></a></h4><p>Install <code>Java JDK 17 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code [...]
+</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p><pre tabindex=0><code>export JAVA_HOME=$(/usr/libexec/java_home -v 17)
+</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p><h4 id=311><a href=mailto:Python@3.12>Python@3.12</a>/3.11<a class=td-heading-self-link href=#311 aria-label="Heading self-link"></a></h4><p>Install Python 3.12 (or 3.11) from the official site or your preferred package manager.</p><h4 id=git><strong>Git</strong><a class=td-heading-self-link href=#git aria-label="Heading self-link"></a></h4><p>On Windows, insta [...]
</span></span></span></code></pre></div><h4 id=sbt-scala-build-tool><strong>sbt (Scala Build Tool)</strong><a class=td-heading-self-link href=#sbt-scala-build-tool aria-label="Heading self-link"></a></h4><p>Install <code>sbt</code> for building the project. Please refer to <a href=https://www.scala-sbt.org/1.x/docs/Setup.html>sbt Reference Manual — Installing sbt</a>. We recommend you to use <a href=https://sdkman.io/install>sdkman</a> to install sbt.</p><p>Verify the installation by:</p [...]
-</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--18x><strong>node LTS Version > 18.x</strong><a class=td-heading-self-link href=#node-lts-version--18x aria-label="Heading self-link"></a></h4><p>Install an LTS version (not the latest) of <code>node</code>. Currently, we require LTS version > 18.x.</p><p>On Windows, install from <a href=https://nodejs.org/en/>https:// [...]
-</span></span></span></code></pre></div><h4 id=angular-16-cli><strong>Angular 16 Cli</strong><a class=td-heading-self-link href=#angular-16-cli aria-label="Heading self-link"></a></h4><p>Install the angular 16 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@16
+</span></span></span></code></pre></div><p>If the above command fails on Windows after installation, it is recommended to restart your computer.</p><h4 id=node-lts-version--24><strong>node LTS Version >= 24</strong><a class=td-heading-self-link href=#node-lts-version--24 aria-label="Heading self-link"></a></h4><p>Install an LTS version of <code>node</code>. Currently, we require version 24 or newer (see <code>engines</code> in <code>frontend/package.json</code>).</p><p>On Windows, instal [...]
+</span></span></span></code></pre></div><h4 id=angular-21-cli><strong>Angular 21 Cli</strong><a class=td-heading-self-link href=#angular-21-cli aria-label="Heading self-link"></a></h4><p>Install the angular 21 cli globally:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>npm install -g @angular/cli@21
</span></span></span></code></pre></div><p>Verify the installation by:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>ng version
-</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
+</span></span></span></code></pre></div></details><summary><h2 id=1-setup-backend-development>1. Setup Backend Development.<a class=td-heading-self-link href=#1-setup-backend-development aria-label="Heading self-link"></a></h2></summary><h3 id=clone-and-configure-texera>Clone and Configure Texera<a class=td-heading-self-link href=#clone-and-configure-texera aria-label="Heading self-link"></a></h3><p>In the terminal, clone the Texera repo:</p><div class=highlight><pre tabindex=0 style=bac [...]
</span></span></span></code></pre></div><p>Do the following changes to the configuration files:</p><ul><li>Edit <code>common/config/src/main/resources/storage.conf</code> to use your Postgres credentials.</li></ul><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-diff data-lang=diff><span style=display:flex><span> jdbc {
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#a40000>- username = "postgres"
@@ -293,7 +277,7 @@ org.eclipse.jetty.server.Server: Started
</span></span></span></code></pre></div><p>Ignore those warnings (warnings are usually marked in yellow color or start with <code>WARN</code>).</p><h3 id=launch-frontend-in-intellij-for-local-development>Launch Frontend in IntelliJ for local development<a class=td-heading-self-link href=#launch-frontend-in-intellij-for-local-development aria-label="Heading self-link"></a></h3><ol><li>Click on the Green Run button next to the <code>start</code> in <code>frontend/package.json</code>.</li>< [...]
You can also run frontend using command line:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-console data-lang=console><span style=display:flex><span><span style=color:#000;font-style:italic>yarn start
</span></span></span></code></pre></div><h3 id=launch-frontend-in-the-production-environment>Launch Frontend in the production environment<a class=td-heading-self-link href=#launch-frontend-in-the-production-environment aria-label="Heading self-link"></a></h3><p>Run the following command</p><pre tabindex=0><code>yarn run build
-</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>config/s [...]
+</code></pre><p>This command will optimize the frontend code to make it run faster. This step will take a while. After that, start the backend engine in IntelliJ and use your browser to access <code>http://localhost:8080</code>.</p></details><details><summary><h2 id=3-email-notification-optional>3. Email Notification (Optional)<a class=td-heading-self-link href=#3-email-notification-optional aria-label="Heading self-link"></a></h2></summary><ol><li>Set <code>smtp</code> in <code>common/c [...]
Please don’t leave the permission setting blank. If the permission is missing for an endpoint, it will be @PermitAll by default.</li></ol><h3 id=windows-enable-long-paths><strong>Windows: enable long paths</strong><a class=td-heading-self-link href=#windows-enable-long-paths aria-label="Heading self-link"></a></h3><p>Some workflows create deep directories (e.g., when writing <code>metadata.json</code> via Python/ICEBERG). On Windows, this can exceed the legacy <code>MAX_PATH</code> [...]
</code></pre><p>Enable long paths support (per machine) by running PowerShell <strong>as Administrator</strong>:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>New-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <spa [...]
</span></span></code></pre></div><p>Verify the setting (expected value: <code>1</code>):</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-powershell data-lang=powershell><span style=display:flex><span><span style=color:#204a87>Get-ItemProperty</span> <span style=color:#000>-Path</span> <span style=color:#4e9a06>"HKLM:\SYSTEM\CurrentControlSet\Control\FileSystem"</span> <span style=color:#000>-Name [...]
@@ -303,7 +287,7 @@ Please don’t leave the permission setting blank. If the permission is miss
</code></pre></li><li>In IntelliJ, add this <strong>VM option</strong> to the <strong>FileService</strong> run configuration:<pre tabindex=0><code>-Dhadoop.home.dir="C:\hadoop"
</code></pre></li><li>(Optional) Also set a system environment variable and restart the IDE/terminal:<pre tabindex=0><code>HADOOP_HOME=C:\hadoop
</code></pre></li></ol><p><strong>Notes</strong></p><ul><li>This issue may happen only on <strong>Windows</strong>; macOS/Linux do not need <code>winutils.exe</code>.</li><li>Ensure the <code>winutils.exe</code> you use matches your Hadoop major/minor (e.g., 3.3.x).</li><li>After configuring, the prior read/write and “unset” errors should disappear.</li></ul></details><style>.feedback--answer{display:inline-block}.feedback--answer-no{margin-left:1em}.feedback--response{display:none;margi [...]
-<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
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diff --git a/docs/latest/contribution-guidelines/guide-to-frontend-development/index.html b/docs/latest/contribution-guidelines/guide-to-frontend-development/index.html
index aa1c63a6..7dfc029d 100644
--- a/docs/latest/contribution-guidelines/guide-to-frontend-development/index.html
+++ b/docs/latest/contribution-guidelines/guide-to-frontend-development/index.html
@@ -1,12 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Frontend Development (new gui) | Apache Texera</title><meta name=description cont [...]
-Introduction: If you are new to Texera frontend development team or have little frontend experience using angular framework (version 6), this read intends to provide you with a simple guide of how to get started.
-Preparation phase: In a nutshell, angular provides modularity, scalability, and robustness to traditional frontend code design. It separates a website into different individual components that can each perform a certain level of independent tasks. It then connects different components with services so they can work collaboratively. It also provides unit testing at the component level as well as application level. Other than these, angular largely inherits the traditional way of creating [...]
-Introduction: If you are new to Texera frontend development team or have little frontend experience using angular framework (version 6), this read intends to provide you with a simple guide of how to get started.
-Preparation phase: In a nutshell, angular provides modularity, scalability, and robustness to traditional frontend code design. It separates a website into different individual components that can each perform a certain level of independent tasks. It then connects different components with services so they can work collaboratively. It also provides unit testing at the component level as well as application level. Other than these, angular largely inherits the traditional way of creating [...]
-Introduction: If you are new to Texera frontend development team or have little frontend experience using angular framework (version 6), this read intends to provide you with a simple guide of how to get started.
-Preparation phase: In a nutshell, angular provides modularity, scalability, and robustness to traditional frontend code design. It separates a website into different individual components that can each perform a certain level of independent tasks. It then connects different components with services so they can work collaboratively. It also provides unit testing at the component level as well as application level. Other than these, angular largely inherits the traditional way of creating [...]
-Introduction: If you are new to Texera frontend development team or have little frontend experience using angular framework (version 6), this read intends to provide you with a simple guide of how to get started.
-Preparation phase: In a nutshell, angular provides modularity, scalability, and robustness to traditional frontend code design. It separates a website into different individual components that can each perform a certain level of independent tasks. It then connects different components with services so they can work collaboratively. It also provides unit testing at the component level as well as application level. Other than these, angular largely inherits the traditional way of creating [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Frontend Development (new gui) | Apache Texera</title><meta name=description cont [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -22,8 +14,7 @@ Preparation phase: In a nutshell, angular provides modularity, scalability, and
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -232,8 +223,7 @@ Preparation phase: In a nutshell, angular provides modularity, scalability, and
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child active-path" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkb [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span class=td-sidebar-nav-active-item>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatest [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -242,10 +232,12 @@ Preparation phase: In a nutshell, angular provides modularity, scalability, and
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/contribution-guidelines?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Guide%20to%20Frontend%20Development%20%28new%20gui%29" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-30>title: “Guide to Frontend Development (new gui)”
+weight: 30</a></li></ul></nav></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/advanced/ data-taxonomy-term=advanced><span class=taxonomy-label>Advanced</span><span clas [...]
+weight: 30<a class=td-heading-self-link href=#weight-30 aria-label="Heading self-link"></a></h2><p><strong>Author: Yinan Zhou</strong></p><h1 id=introduction>Introduction:<a class=td-heading-self-link href=#introduction aria-label="Heading self-link"></a></h1><p>If you are new to Texera frontend development team or have little frontend experience using the angular framework, this read intends to provide you with a simple guide of how to get started.</p><h1 id=preparation-phase>Preparatio [...]
Other than these, angular largely inherits the traditional way of creating a web page. Each component contains four foundational files (.ts | .html | .css | spec.ts), corresponding to typescript (which is basically JavaScript with better scalability), HTML, CSS, and unit testing respectively. Just like how web pages were traditionally written, you will be coding in</p><ol><li>html: the structure of the component</li><li>css: the style of the component</li><li>typescript: the content of t [...]
and additionally:</li><li>unit tests: so that the component can be debugged in the future if it breaks</li></ol><p>Don’t be overwhelmed. You don’t have to be a master in all these four fields to start working on texera frontend. If you have basic web development experience, you can jump to the next section to get started with learning angular. If you have no such experience, you should at least spend a few hours getting familiar with HTML, CSS, and JavaScript. The following links m [...]
-<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
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diff --git a/docs/latest/contribution-guidelines/guide-to-implement-java-operator/index.html b/docs/latest/contribution-guidelines/guide-to-implement-java-operator/index.html
index 4a622174..ac5e01e6 100644
--- a/docs/latest/contribution-guidelines/guide-to-implement-java-operator/index.html
+++ b/docs/latest/contribution-guidelines/guide-to-implement-java-operator/index.html
@@ -1,12 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Implement a Java Native Operator | Apache Texera</title><meta name=description co [...]
-Code structure of every operator: Every operator ideally has three classes that are found in each operator package in core\workflow-operator\src\main\scala\edu\uci\ics\amber\operator
-LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user constructs a workflow using the frontend, which consists of many operators. Each operator take input data from its previous operator(s), does some computation, and outputs the results to the next operator(s)."><meta property="og:url" content="https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-implement-java-operator/"><meta property="og:site_name" content="Apache Texera"><meta prope [...]
-Code structure of every operator: Every operator ideally has three classes that are found in each operator package in core\workflow-operator\src\main\scala\edu\uci\ics\amber\operator
-LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user constructs a workflow using the frontend, which consists of many operators. Each operator take input data from its previous operator(s), does some computation, and outputs the results to the next operator(s)."><meta property="og:locale" content="en"><meta property="og:type" content="article"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2026-05-25T13:56:42-07: [...]
-Code structure of every operator: Every operator ideally has three classes that are found in each operator package in core\workflow-operator\src\main\scala\edu\uci\ics\amber\operator
-LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user constructs a workflow using the frontend, which consists of many operators. Each operator take input data from its previous operator(s), does some computation, and outputs the results to the next operator(s)."><meta itemprop=dateModified content="2026-05-25T13:56:42-07:00"><meta itemprop=wordCount content="1814"><meta name=twitter:card content="summary"><meta name=twitter:title content="Guide to Implement a J [...]
-Code structure of every operator: Every operator ideally has three classes that are found in each operator package in core\workflow-operator\src\main\scala\edu\uci\ics\amber\operator
-LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user constructs a workflow using the frontend, which consists of many operators. Each operator take input data from its previous operator(s), does some computation, and outputs the results to the next operator(s)."><link rel=preload href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css as=style integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" crossorigin=anonymous> [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Implement a Java Native Operator | Apache Texera</title><meta name=description co [...]
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@@ -22,8 +14,7 @@ LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
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+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
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<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -232,8 +223,7 @@ LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
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<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span class=td-sidebar-nav-active-item>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
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@@ -242,7 +232,9 @@ LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user
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-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><ul><li><a href=#code-structure-of-every-operator>Code structure of every operator:</a></li><li><a href=#basic-concepts>Basic concepts:</a></li><li><a href=#example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator</a></li><li><a href=#example-2-sentiment-analysis-operator>Exa [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-40>title: “Guide to Implement a Java Native Operator”
+weight: 40</a><ul><li><a href=#code-structure-of-every-operator>Code structure of every operator:</a></li><li><a href=#basic-concepts>Basic concepts:</a></li><li><a href=#example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator</a></li><li><a href=#example-2-sentiment-analysis-operator>Example 2: Sentiment Analysis operator</a></li><li><a href=#generic-operations>Generic operations</a></li><li><a href=#low-level-operatorexecutor-api>Low-level OperatorExe [...]
+weight: 40<a class=td-heading-self-link href=#weight-40 aria-label="Heading self-link"></a></h2><p>In this page, we’ll explain the basic concepts in Texera and use examples to show how to implement an operator.</p><h3 id=code-structure-of-every-operator>Code structure of every operator:<a class=td-heading-self-link href=#code-structure-of-every-operator aria-label="Heading self-link"></a></h3><p>Every operator ideally has three classes that are found in each operator package in <co [...]
1 "today is a good day"
2 "weather is bad during the day"
</code></pre><p>Each row is called a <code>Tuple</code>, and each column is called a <code>Field</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#8f5902;font-style:italic>// get the value of a field by column name
@@ -255,7 +247,7 @@ LogicalOp OperatorExecutor OperatorExecutorConfig Basic concepts: A Texera user
A <code>schema</code> contains a list of <code>attributes</code>, and each <code>attribute</code> has a <code>name</code> (name of the column) and a <code>type</code> (data type of the column).</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-scala data-lang=scala><span style=display:flex><span><span style=color:#000>schema</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#000>t [...]
</span></span><span style=display:flex><span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>0</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f5902;font-style:italic>// Attribute("id", AttributeTy [...]
</span></span></span><span style=display:flex><span><span style=color:#8f5902;font-style:italic></span><span style=color:#000>schema</span><span style=color:#ce5c00;font-weight:700>.</span><span style=color:#000>getAttributes</span><span style=color:#ce5c00;font-weight:700>().</span><span style=color:#000>get</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#0000cf;font-weight:700>1</span><span style=color:#ce5c00;font-weight:700>)</span> <span style=color:#8f590 [...]
-</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
+</span></span></span></code></pre></div><h3 id=example-1-regular-expression-regex-operator>Example 1: Regular Expression (regex) operator<a class=td-heading-self-link href=#example-1-regular-expression-regex-operator aria-label="Heading self-link"></a></h3><p>A regular expression operator matches a regular expression (regex) on each input tuple. For example, if we search the regex “weather” on the <code>tweet</code> attribute, then only tuple 2 will be the result. In other wo [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#000>required</span> <span style=color:#204a87;font-weight:700>=</span> <span style=color:#204a87;font-weight:700>true</span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span> <span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#ce5c00;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#ce5c00;font-weight:700>)</span>
@@ -303,10 +295,10 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>abstract</span> <span style=color:#204a87;font-weight:700>class</span> <span style=color:#000>LogicalOp</span> <span style=color:#204a87;font-weight:700>extends</span> <span style=color:#000>PortDescriptor</span> <span style=color:#204a87;font-weight:700>with</span> <span style=color:#000>Serializable</span> <span style=color:#ce5c00;font-weight:700>{</span>
</span></span><span style=display:flex><span><span style=color:#ce5c00;font-weight:700>}</span>
-</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>core/gui/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
+</span></span></code></pre></div><p>Now this operator will be automatically available in the frontend. We can now start the system and test this operator.</p><p>To add an image for this operator, go to <code>frontend/src/assets/operator_images</code>, then add an image with the <em><strong>SAME NAME</strong></em> as what’s specified in the operator registration. The image file should be in <code>png</code> format, with a transparent background, black and white, and should be square [...]
1 "today is a good day" "positive"
2 "weather is bad during the day" "negative"
-</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/core/workflow-operator/src/main/scala/edu/uci/ics/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=color:#204a [...]
+</code></pre><p>The following code is the implementation of class <a href=https://github.com/apache/texera/blob/main/common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/huggingFace/HuggingFaceSentimentAnalysisOpDesc.scala><code>SentimentAnalysisOpDesc</code></a> in Java.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-java data-lang=java><span style=display:flex><span><span style=col [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonProperty</span><span style=color:#000;font-weight:700>(</span><span style=color:#000>required</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#ce5c00;font-weight:700>=</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>true</span><span s [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#5c35cc;font-weight:700>@JsonSchemaTitle</span><span style=color:#000;font-weight:700>(</span><span style=color:#4e9a06>"attribute"</span><span style=color:#000;font-weight:700>)</span><span style=color:#f8f8f8;text-decoration:underline>
@@ -341,7 +333,7 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#204a87;font-weight:700>return</span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000>Schema</span><span style=color:#000;font-weight:700>.</span><span style=color:#c4a000>newBuilder</span><span style=color:#000;font-weight:700>().</span><span style=color:#c4a000>add</span><span style=color:#000;font-weight:700>(</span> [...]
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline> </span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
</span></span></span><span style=display:flex><span><span style=color:#f8f8f8;text-decoration:underline></span><span style=color:#000;font-weight:700>}</span><span style=color:#f8f8f8;text-decoration:underline>
-</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
+</span></span></span></code></pre></div><p>You’ll notice that this operator implements a new function, <code>getOutputSchema</code>. This is because this operator adds a new column called <code>sentiment</code>. The function <code>getOutputSchema</code> returns the output schema produced by this operator given an input schema.</p><p>In this implementation, <code>resultAttribute</code> is the new column name given by the user (default value is “sentiment”). If the value [...]
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>open</span><span style=color:#ce5c00;font-weight:700>()</span><span style=color:#204a87;font-weight:700>:</span> <span style=color:#204a87;font-weight:700>Unit</span>
</span></span><span style=display:flex><span>
@@ -368,8 +360,8 @@ Inside <code>@JsonProperty</code>, <code>required = true</code> tells the fronte
</span></span><span style=display:flex><span><span style=color:#4e9a06>"Name of the newly added output columns that the UDF will produce, if any"</span>
</span></span><span style=display:flex><span><span style=color:#000;font-weight:700>)</span>
</span></span><span style=display:flex><span><span style=color:#000>var</span> <span style=color:#000>outputColumns</span><span style=color:#000;font-weight:700>:</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>[</span><span style=color:#000>Attribute</span><span style=color:#000;font-weight:700>]</span> <span style=color:#ce5c00;font-weight:700>=</span> <span style=color:#000>List</span><span style=color:#000;font-weight:700>()</span>
-</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>amber/src/main/scala/edu/uci/ics/texera/workflow/common/operators/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All operator i [...]
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+</span></span></code></pre></div></li></ul><h3 id=registration-and-icon>Registration and icon<a class=td-heading-self-link href=#registration-and-icon aria-label="Heading self-link"></a></h3><p>In the file <code>common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/LogicalOp.scala</code>, you will find a list of all registered operators, complete with their descriptor classes and names. After adding an operator’s information, you can assign an icon to it. All ope [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
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index bd934a82..b6c39317 100644
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+++ b/docs/latest/contribution-guidelines/guide-to-implement-python-operator/index.html
@@ -1,8 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Implement a Python Native Operator (converting from a Python UDF) | Apache Texera [...]
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-In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start by implementing a sample UDF then talk about how to convert it to a native operator."><link rel=preload href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css as=style integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" crossorigin=anonymous><link href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0 [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Guide to Implement a Python Native Operator (converting from a Python UDF) | Apache Texera [...]
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<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
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+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
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<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -228,8 +223,7 @@ In this section, we will discuss how to implement a Python native operator and l
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<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child active-path" id=m-docslatestcontribution-guid [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span class=td-sidebar-nav-active-item>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-s [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 active td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span class=td-sidebar-nav-active-item>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-s [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
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@@ -238,7 +232,9 @@ In this section, we will discuss how to implement a Python native operator and l
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-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#starting-with-a-sample-python-udf><strong>Starting with a Sample Python UDF</strong></a></li><li><a href=#convert-the-udf-into-a-python-native-operator><strong>Convert the UDF into a Python Native Operator</strong></a><ul><li><a href=#operator-descriptor-desc>Operator Descriptor (Desc)</a></li><li><a [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-50>title: “Guide to Implement a Python Native Operator (converting from a Python UDF)”
+weight: 50</a></li><li><a href=#starting-with-a-sample-python-udf><strong>Starting with a Sample Python UDF</strong></a></li><li><a href=#convert-the-udf-into-a-python-native-operator><strong>Convert the UDF into a Python Native Operator</strong></a><ul><li><a href=#operator-descriptor-desc>Operator Descriptor (Desc)</a></li><li><a href=#executor-exec>Executor (Exec)</a></li><li><a href=#operator-configuration>Operator Configuration</a></li><li><a href=#registration>Registration</a></li> [...]
+weight: 50<a class=td-heading-self-link href=#weight-50 aria-label="Heading self-link"></a></h2><p>In the <a href=/docs/tutorials/guide-to-use-python-udf/>page for PythonUDF</a>, we introduced the basic concepts of PythonUDF and described each API. To let other users use the Python operators, it is necessary to implement it as a native operator.</p><p>In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start [...]
As shown in the following code block, the UDF contains 3 steps:</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#204a87;font-weight:700>from</span> <span style=color:#000>pytexera</span> <span style=color:#204a87;font-weight:700>import</span> <span style=color:#ce5c00;font-weight:700>*</span>
</span></span><span style=display:flex><span>
</span></span><span style=display:flex><span><span style=color:#204a87;font-weight:700>import</span> <span style=color:#000>plotly.express</span> <span style=color:#204a87;font-weight:700>as</span> <span style=color:#000>px</span>
@@ -266,7 +262,7 @@ As described in the<a href=/docs/contribution-guidelines/guide-to-implement-java
</span></span><span style=display:flex><span> <span style=color:#000;font-weight:700>}</span>
</span></span></code></pre></div></li><li><p>Chart type<br>Since this operator is a visualization operator, we need to register its chart type as a <code>HTML_VIZ</code>.</p><div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-python data-lang=python><span style=display:flex><span><span style=color:#000>override</span> <span style=color:#204a87;font-weight:700>def</span> <span style=color:#000>chartType</span><s [...]
</span></span></code></pre></div></li></ul><h3 id=executor-exec>Executor (Exec)<a class=td-heading-self-link href=#executor-exec aria-label="Heading self-link"></a></h3><p>In all Python native operators, the executor is simply the <code>PythonUDFExecutor</code>.</p><h3 id=operator-configuration>Operator Configuration<a class=td-heading-self-link href=#operator-configuration aria-label="Heading self-link"></a></h3><p>In a Python native operator, it shares the same configuration as a Java [...]
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+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
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diff --git a/docs/latest/contribution-guidelines/index.html b/docs/latest/contribution-guidelines/index.html
index 927f178d..e1ce66f8 100644
--- a/docs/latest/contribution-guidelines/index.html
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+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><link rel=alternate type=text/html href=https://texera.staged.apache.org/_print/docs/latest/contribution-guidelines/><link rel=alternate type=application/rss+xml href=https://texera.staged.apache.org/docs/latest/contribution-guidelines/index.xml><meta name=robots content="index, follow"><link rel= [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -14,8 +14,7 @@
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -224,8 +223,7 @@
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -234,22 +232,29 @@
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/contribution-guidelines?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Contribution%20Guidelines" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#-roles-in-the-project>👥 Roles in the Project</a></li><li><a href=#-how-to-contribute-code>🛠 How to Contribute Code</a><ul><li><a href=#1-fork-the-repository>1. Fork the Repository</a></li><li><a href=#2-find-or-open-an-issue>2. Find or Open an Issue</a></li><li><a href=#3-create-and-submit-a-pull-req [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#tags-contributing-development-documentation-github-workflow>title: “Contribution Guidelines”
+description: “How to contribute to Texera code and documentation.”
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]</a></li></ul><ul><li><a href=#-roles-in-the-project>👥 Roles in the Project</a></li><li><a href=#-how-to-contribute-code>🛠 How to Contribute Code</a><ul><li><a href=#1-fork-the-repository>1. Fork the Repository</a></li><li><a href=#2-find-or-open-an-issue>2. Find or Open an Issue</a></li><li><a href=#3-create-and-submit-a-pull-request>3. Create and Submit a Pull Request</a></li></ul></li><li><a href=#-testing-and-quality-c [...]
+description: “How to contribute to Texera code and documentation.”
+weight: 60
+categories: [Texera, Contributing]
+tags: [contributing, development, documentation, github, workflow]<a class=td-heading-self-link href=#tags-contributing-development-documentation-github-workflow aria-label="Heading self-link"></a></h2><div class="pageinfo pageinfo-primary"><p>Thank you for your interest in contributing to Texera! This guide explains how to contribute to both <strong>Texera’s codebase</strong> and <strong>documentation</strong>.<br>We follow a fork-based workflow and adopt the <a href=https://www.convent [...]
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafixAll
</span></span></code></pre></div></li><li>Run formatter:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtCheckAll
</span></span></code></pre></div>Fix with:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt scalafmtAll
-</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span><span style=color:#204a87>cd</span> core
-</span></span><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
-</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, <code>core</code> for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class= [...]
+</span></span></code></pre></div></li><li>Execute tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>sbt <span style=color:#204a87>test</span>
+</span></span></code></pre></div></li></ol><blockquote><p>For IntelliJ users: ensure the working directory matches the module (<code>amber</code> for engine tests, the repo root for services).</p></blockquote><h3 id=frontend-angular>Frontend (Angular)<a class=td-heading-self-link href=#frontend-angular aria-label="Heading self-link"></a></h3><ol><li>Run unit tests:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=lang [...]
</span></span><span style=display:flex><span>ng <span style=color:#204a87>test</span> --watch<span style=color:#ce5c00;font-weight:700>=</span><span style=color:#204a87>false</span>
</span></span></code></pre></div></li><li>Format code:<div class=highlight><pre tabindex=0 style=background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-bash data-lang=bash><span style=display:flex><span>yarn format:fix
-</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
+</span></span></code></pre></div></li></ol><p>Write <code>.spec.ts</code> tests for new functionality to ensure future safety.</p><hr><h2 id=-pull-request-review-process>🔍 Pull Request Review Process<a class=td-heading-self-link href=#-pull-request-review-process aria-label="Heading self-link"></a></h2><ol><li>Request a committer to review your PR.</li><li>Add labels (e.g., <code>fix</code>, <code>enhancement</code>, <code>docs</code>).</li><li>Wait for CI to pass (<a href=https://github [...]
or more contributor license agreements. See the NOTICE file
distributed with this work for additional information
regarding copyright ownership...
-</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/Texera/texera>Texera GitHub r [...]
-</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/Texera/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
-<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
+</code></pre></li><li>Set this as the default profile for the project.</li></ol><hr><h2 id=-contributing-to-documentation>✍️ Contributing to Documentation<a class=td-heading-self-link href=#-contributing-to-documentation aria-label="Heading self-link"></a></h2><p>Texera uses <a href=https://gohugo.io/>Hugo</a> and the <a href=https://github.com/google/docsy>Docsy</a> theme to build its website.<br>All documentation is stored in the <a href=https://github.com/apache/texera>Texera GitHub r [...]
+</span></span></code></pre></div><p>Visit <code>http://localhost:1313</code> to view the site as you edit.</p><hr><h2 id=-resources>📚 Resources<a class=td-heading-self-link href=#-resources aria-label="Heading self-link"></a></h2><ul><li><a href=https://github.com/apache/texera>Texera GitHub Repository</a></li><li><a href=https://www.conventionalcommits.org/en/v1.0.0/>Conventional Commits Spec</a></li><li><a href=https://gohugo.io/documentation/>Hugo Documentation</a></li><li><a href=htt [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
</a>|
<a href=https://www.apache.org target=_blank rel=noopener class=text-white>Apache
</a>|
diff --git a/docs/latest/contribution-guidelines/index.xml b/docs/latest/contribution-guidelines/index.xml
index 7a474d2e..99d6ec1c 100644
--- a/docs/latest/contribution-guidelines/index.xml
+++ b/docs/latest/contribution-guidelines/index.xml
@@ -1,82 +1,151 @@
-<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Contribution Guidelines on Apache Texera</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/</link><description>Recent content in Contribution Guidelines on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/docs/latest/contribution-guidelines/index.xml" [...]
-<ol>
-<li>Follow the instructions at <a href="https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node">https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node</a> to install Texera on your laptop using Docker. Get familiar with the system as a user.</li>
-<li>Follow the steps in <a href="https://github.com/apache/texera/wiki">https://github.com/apache/texera/wiki</a> to get on board and raise a pull request PR). It will be reviewed by the team before it can be merged.</li>
-<li>Check issues in <a href="https://github.com/apache/texera/issues">https://github.com/apache/texera/issues</a> and see if you can fix some of them. Focus on the easy ones first.</li>
-</ol>
-<p>After making enough contributions, you may be promoted to be a committer. If you prefer, we can also add you to our Slack workspace and invite you to join our meetings.</p></description></item><item><title>Guide for Developers</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-for-developers/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-for-devel [...]
-<h4 id="java-11-jdk"><strong>Java 11 JDK</strong><a class="td-heading-self-link" href="#java-11-jdk" aria-label="Heading self-link"></a></h4>
-<p>Install <code>Java JDK 11 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code>). To verify the installation, run:</p>
-<div class="highlight"><pre tabindex="0" style="background-color:#f8f8f8;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-console" data-lang="console"><span style="display:flex;"><span><span style="color:#000;font-style:italic">java -version
-</span></span></span></code></pre></div><p>Next, set <code>JAVA_HOME</code>. On macOS you can run:</p>
-<pre tabindex="0"><code>export JAVA_HOME=$(/usr/libexec/java_home -v 11)
-</code></pre><p>On Windows, add a system environment variable called <code>JAVA_HOME</code> that points to the JDK directory.</p>
-<h4 id="311310"><a href="mailto:Python@3.12">Python@3.12</a>/3.11/3.10<a class="td-heading-self-link" href="#311310" aria-label="Heading self-link"></a></h4>
-<p>Install Python 3.12 (or 3.11/3.10) from the official site or your preferred package manager.</p>
-<h4 id="git"><strong>Git</strong><a class="td-heading-self-link" href="#git" aria-label="Heading self-link"></a></h4>
-<p>On Windows, install the software from <a href="https://gitforwindows.org/">https://gitforwindows.org/</a>. <code>Git Bash</code> is available after installing <code>Git</code>.</p></description></item><item><title>Guide to Frontend Development (new gui)</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-frontend-development/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texe [...]
-<h1 id="introduction">Introduction:<a class="td-heading-self-link" href="#introduction" aria-label="Heading self-link"></a></h1>
-<p>If you are new to Texera frontend development team or have little frontend experience using angular framework (version 6), this read intends to provide you with a simple guide of how to get started.</p>
-<h1 id="preparation-phase">Preparation phase:<a class="td-heading-self-link" href="#preparation-phase" aria-label="Heading self-link"></a></h1>
-<p>In a nutshell, angular provides modularity, scalability, and robustness to traditional frontend code design. It separates a website into different individual components that can each perform a certain level of independent tasks. It then connects different components with services so they can work collaboratively. It also provides unit testing at the component level as well as application level.
-Other than these, angular largely inherits the traditional way of creating a web page. Each component contains four foundational files (.ts | .html | .css | spec.ts), corresponding to typescript (which is basically JavaScript with better scalability), HTML, CSS, and unit testing respectively. Just like how web pages were traditionally written, you will be coding in</p></description></item><item><title>Guide to Implement a Java Native Operator</title><link>https://texera.staged.apac [...]
-<h3 id="code-structure-of-every-operator">Code structure of every operator:<a class="td-heading-self-link" href="#code-structure-of-every-operator" aria-label="Heading self-link"></a></h3>
-<p>Every operator ideally has three classes that are found in each operator package in <code>core\workflow-operator\src\main\scala\edu\uci\ics\amber\operator</code></p>
-<ul>
-<li>LogicalOp</li>
-<li>OperatorExecutor</li>
-<li>OperatorExecutorConfig</li>
-</ul>
-<h3 id="basic-concepts">Basic concepts:<a class="td-heading-self-link" href="#basic-concepts" aria-label="Heading self-link"></a></h3>
-<p>A Texera user constructs a workflow using the frontend, which consists of many operators. Each operator take input data from its previous operator(s), does some computation, and outputs the results to the next operator(s).</p></description></item><item><title>Guide to Implement a Python Native Operator (converting from a Python UDF)</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-implement-python-operator/</link><pubDate>Mon, 01 J [...]
-<p>In this section, we will discuss how to implement a Python native operator and let future users drag and drop it on the UI. We will start by implementing a sample UDF then talk about how to convert it to a native operator.</p></description></item><item><title>Build, Run and Configure micro‐services in local development environment</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/micro-services-local-dev/</link><pubDate>Mon, 01 Jan 0001 00:0 [...]
-<h2 id="prerequisite">Prerequisite<a class="td-heading-self-link" href="#prerequisite" aria-label="Heading self-link"></a></h2>
-<p>This document requires you to finish all the setup of Texera local development environment described in <code>https://github.com/Texera/texera/wiki</code>.</p>
-<h2 id="what-is-micro-services">What is <code>micro-services</code>?<a class="td-heading-self-link" href="#what-is-micro-services" aria-label="Heading self-link"></a></h2>
-<p><code>core/micro-services</code> is a sbt-managed project added by the PR <a href="https://github.com/Texera/texera/pull/2922">https://github.com/Texera/texera/pull/2922</a>. The ongoing code separation effort will gradually migrate all the services in <code>core/amber</code> to <code>core/micro-services</code>.</p></description></item><item><title>Apache License header</title><link>https://texera.staged.apache.org/docs/lates [...]
-adding a Copyright profile:</p>
-<ol>
-<li>
-<p>Go to &ldquo;Settings&rdquo; → &ldquo;Editor&rdquo; → &ldquo;Copyright&rdquo; → &ldquo;Copyright Profiles&rdquo;.</p>
-</li>
-<li>
-<p>Add a new profile and name it &ldquo;Apache&rdquo;.</p>
-</li>
-<li>
-<p>Add the following text as the license text:</p>
-<pre tabindex="0"><code>Licensed to the Apache Software Foundation (ASF) under one
-or more contributor license agreements. See the NOTICE file
-distributed with this work for additional information
-regarding copyright ownership. The ASF licenses this file
-to you under the Apache License, Version 2.0 (the
-&#34;License&#34;); you may not use this file except in compliance
-with the License. You may obtain a copy of the License at
-
- http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an &#34;AS IS&#34; BASIS,
-WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-See the License for the specific language governing permissions and
-limitations under the License.
-</code></pre></li>
-<li>
-<p>Go to &ldquo;Editor&rdquo; → &ldquo;Copyright&rdquo; and choose the &ldquo;Apache&rdquo; profile as the default profile for this
-project.</p></description></item><item><title>[VOTE] Release Apache Texera (incubating) Email Template</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/release-email-template/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guidelines/release-email-template/</guid><description><p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p>
-<p>Hi Texera Community,</p>
-<p>This is a call for vote to release Apache Texera (incubating) ${VERSION}.</p>
-<p>== Release Candidate Artifacts ==</p>
-<p>The release candidate artifacts can be found at:
-<a href="https://dist.apache.org/repos/dist/dev/incubator/texera/$%7BRC_DIR%7D/">https://dist.apache.org/repos/dist/dev/incubator/texera/${RC_DIR}/</a></p>
-<p>The artifacts include:</p>
-<ul>
-<li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz (source tarball)</li>
-<li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.asc (GPG signature)</li>
-<li>apache-texera-${VERSION}-rc${RC_NUM}-src.tar.gz.sha512 (SHA512 checksum)</li>
-</ul>
-<p>== Git Tag ==</p>
-<p>The Git tag for this release candidate:
-<a href="https://github.com/apache/incubator-texera/releases/tag/$%7BTAG_NAME%7D">https://github.com/apache/incubator-texera/releases/tag/${TAG_NAME}</a></p>
-<p>The commit hash for this tag:
-${COMMIT_HASH}</p>
-<p>== Release Notes ==</p></description></item></channel></rss>
\ No newline at end of file
+<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Contribution Guidelines on Apache Texera</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/</link><description>Recent content in Contribution Guidelines on Apache Texera</description><generator>Hugo</generator><language>en</language><atom:link href="https://texera.staged.apache.org/docs/latest/contribution-guidelines/index.xml" [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-10">title: &ldquo;Making Contributions&rdquo;
+weight: 10<a class="td-heading-self-link" href="#weight-10" aria-label="Heading self-link"></a></h2>
+<p>We welcome interested developers to participate in the project and make contributions.</p></description></item><item><title>Guide for Developers</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-for-developers/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-for-developers/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-20">title: &ldquo;Guide for Developers&rdquo;
+weight: 20<a class="td-heading-self-link" href="#weight-20" aria-label="Heading self-link"></a></h2>
+<h2 id="0-requirements">0. Requirements<a class="td-heading-self-link" href="#0-requirements" aria-label="Heading self-link"></a></h2>
+<h4 id="java-17-jdk"><strong>Java 17 JDK</strong><a class="td-heading-self-link" href="#java-17-jdk" aria-label="Heading self-link"></a></h4>
+<p>Install <code>Java JDK 17 (Java Development Kit)</code> (recommend: <code>[adoptopenjdk](https://adoptium.net/installation/)</code>). To verify the installation, run:</p></description></item><item><title>Guide to Frontend Development (new gui)</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-frontend-development/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/d [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-30">title: &ldquo;Guide to Frontend Development (new gui)&rdquo;
+weight: 30<a class="td-heading-self-link" href="#weight-30" aria-label="Heading self-link"></a></h2>
+<p><strong>Author: Yinan Zhou</strong></p></description></item><item><title>Guide to Implement a Java Native Operator</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-implement-java-operator/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-implement-java-operator/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-40">title: &ldquo;Guide to Implement a Java Native Operator&rdquo;
+weight: 40<a class="td-heading-self-link" href="#weight-40" aria-label="Heading self-link"></a></h2>
+<p>In this page, we&rsquo;ll explain the basic concepts in Texera and use examples to show how to implement an operator.</p></description></item><item><title>Guide to Implement a Python Native Operator (converting from a Python UDF)</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/guide-to-implement-python-operator/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guide [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-50">title: &ldquo;Guide to Implement a Python Native Operator (converting from a Python UDF)&rdquo;
+weight: 50<a class="td-heading-self-link" href="#weight-50" aria-label="Heading self-link"></a></h2>
+<p>In the <a href="https://texera.staged.apache.org/docs/tutorials/guide-to-use-python-udf/">page for PythonUDF</a>, we introduced the basic concepts of PythonUDF and described each API. To let other users use the Python operators, it is necessary to implement it as a native operator.</p></description></item><item><title>Apache License header</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/apache-license-header/</link><pubDate>Mon [...]
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-70">title: &ldquo;Apache License header&rdquo;
+weight: 70<a class="td-heading-self-link" href="#weight-70" aria-label="Heading self-link"></a></h2>
+<p>Every file must include the Apache License as a header. This can be automated in IntelliJ by
+adding a Copyright profile:</p></description></item><item><title>[VOTE] Release Apache Texera (incubating) Email Template</title><link>https://texera.staged.apache.org/docs/latest/contribution-guidelines/release-email-template/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://texera.staged.apache.org/docs/latest/contribution-guidelines/release-email-template/</guid><description><!--
+ ~ Licensed to the Apache Software Foundation (ASF) under one
+ ~ or more contributor license agreements. See the NOTICE file
+ ~ distributed with this work for additional information
+ ~ regarding copyright ownership. The ASF licenses this file
+ ~ to you under the Apache License, Version 2.0 (the
+ ~ "License"); you may not use this file except in compliance
+ ~ with the License. You may obtain a copy of the License at
+ ~
+ ~ http://www.apache.org/licenses/LICENSE-2.0
+ ~
+ ~ Unless required by applicable law or agreed to in writing,
+ ~ software distributed under the License is distributed on an
+ ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~ KIND, either express or implied. See the License for the
+ ~ specific language governing permissions and limitations
+ ~ under the License.
+-->
+<hr>
+<h2 id="weight-80">title: &ldquo;[VOTE] Release Apache Texera (incubating) Email Template&rdquo;
+weight: 80<a class="td-heading-self-link" href="#weight-80" aria-label="Heading self-link"></a></h2>
+<p>Subject: [VOTE] Release Apache Texera (incubating) ${VERSION} RC${RC_NUM}</p></description></item></channel></rss>
\ No newline at end of file
diff --git a/docs/latest/contribution-guidelines/making-contributions/index.html b/docs/latest/contribution-guidelines/making-contributions/index.html
index c3fa074a..6effa783 100644
--- a/docs/latest/contribution-guidelines/making-contributions/index.html
+++ b/docs/latest/contribution-guidelines/making-contributions/index.html
@@ -1,8 +1,4 @@
-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Making Contributions | Apache Texera</title><meta name=description content="We welcome int [...]
-Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node to install Texera on your laptop using Docker. Get familiar with the system as a user. Follow the steps in https://github.com/apache/texera/wiki to get on board and raise a pull request PR). It will be reviewed by the team before it can be merged. Check issues in https://github.com/apache/texera/issues and see if you can fix some of them. Focus on the easy ones first. After making enough c [...]
-Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node to install Texera on your laptop using Docker. Get familiar with the system as a user. Follow the steps in https://github.com/apache/texera/wiki to get on board and raise a pull request PR). It will be reviewed by the team before it can be merged. Check issues in https://github.com/apache/texera/issues and see if you can fix some of them. Focus on the easy ones first. After making enough c [...]
-Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node to install Texera on your laptop using Docker. Get familiar with the system as a user. Follow the steps in https://github.com/apache/texera/wiki to get on board and raise a pull request PR). It will be reviewed by the team before it can be merged. Check issues in https://github.com/apache/texera/issues and see if you can fix some of them. Focus on the easy ones first. After making enough c [...]
-Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node to install Texera on your laptop using Docker. Get familiar with the system as a user. Follow the steps in https://github.com/apache/texera/wiki to get on board and raise a pull request PR). It will be reviewed by the team before it can be merged. Check issues in https://github.com/apache/texera/issues and see if you can fix some of them. Focus on the easy ones first. After making enough c [...]
+<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Making Contributions | Apache Texera</title><meta name=description content="title: “Making [...]
</span><span class=navbar-brand__name>Apache Texera®
</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
@@ -18,8 +14,7 @@ Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texe
<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
+<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><input type=checkbox id=m-docslatesttutorialsmigrate-j [...]
<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
@@ -228,8 +223,7 @@ Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texe
<label for=m-docslatestcontribution-guidelinesguide-for-developers-check><a href=/docs/latest/contribution-guidelines/guide-for-developers/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-for-developers><span>Guide for Developers</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-frontend-development-li><input type=checkbox id=m-docs [...]
<label for=m-docslatestcontribution-guidelinesguide-to-frontend-development-check><a href=/docs/latest/contribution-guidelines/guide-to-frontend-development/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-frontend-development><span>Guide to Frontend Development (new gui)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide-to-implemen [...]
<label for=m-docslatestcontribution-guidelinesguide-to-implement-java-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-java-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-java-operator><span>Guide to Implement a Java Native Operator</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesguide- [...]
-<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
-<label for=m-docslatestcontribution-guidelinesmicro-services-local-dev-check><a href=/docs/latest/contribution-guidelines/micro-services-local-dev/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesmicro-services-local-dev><span>Build, Run and Configure micro‐services in local development environment</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guideline [...]
+<label for=m-docslatestcontribution-guidelinesguide-to-implement-python-operator-check><a href=/docs/latest/contribution-guidelines/guide-to-implement-python-operator/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesguide-to-implement-python-operator><span>Guide to Implement a Python Native Operator (converting from a Python UDF)</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m- [...]
<label for=m-docslatestcontribution-guidelinesapache-license-header-check><a href=/docs/latest/contribution-guidelines/apache-license-header/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesapache-license-header><span>Apache License header</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestcontribution-guidelinesrelease-email-template-li><input type=checkbox id=m-docslat [...]
<label for=m-docslatestcontribution-guidelinesrelease-email-template-check><a href=/docs/latest/contribution-guidelines/release-email-template/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestcontribution-guidelinesrelease-email-template><span>[VOTE] Release Apache Texera (incubating) Email Template</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestsecurity-li><input type=checkbox i [...]
<label for=m-docslatestsecurity-check><a href=/docs/latest/security/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestsecurity><span>Security</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestexamples-li><input type=checkbox id=m-docslatestexamples-check>
@@ -238,8 +232,10 @@ Follow the instructions at https://github.com/apache/texera/wiki/Installing-Texe
<a href="https://github.com/apache/texera-site/new/main/content/docs/latest/contribution-guidelines?filename=change-me.md&value=---%0Atitle%3A+%22Long+Page+Title%22%0AlinkTitle%3A+%22Short+Nav+Title%22%0Aweight%3A+100%0Adescription%3A+%3E-%0A+++++Page+description+for+heading+and+indexes.%0A---%0A%0A%23%23+Heading%0A%0AEdit+this+template+to+create+your+new+page.%0A%0A%2A+Give+it+a+good+name%2C+ending+in+%60.md%60+-+e.g.+%60getting-started.md%60%0A%2A+Edit+the+%22front+matter%22+sectio [...]
<a href="https://github.com/apache/texera-site/issues/new?title=Making%20Contributions" class="td-page-meta--issue td-page-meta__issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create documentation issue</a>
<a href=https://github.com/apache/texera/issues/new class="td-page-meta--project td-page-meta__project-issue" target=_blank rel=noopener><i class="fa-solid fa-list-check fa-fw"></i> Create project issue</a>
-<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org [...]
-<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
+<a id=print href=/_print/docs/latest/contribution-guidelines/><i class="fa-solid fa-print fa-fw"></i> Print entire section</a></div><div class=td-toc><nav id=TableOfContents><ul><li><a href=#weight-10>title: “Making Contributions”
+weight: 10</a></li></ul></nav></div><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tag Cloud</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/1.x/ data-taxonomy-term=1.x><span class=taxonomy-label>1.x</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://texera.staged.apache.org/tags/advanced/ data-taxonomy-term=advanced><span class=taxonomy-label>Advanced</span><span clas [...]
+weight: 10<a class=td-heading-self-link href=#weight-10 aria-label="Heading self-link"></a></h2><p>We welcome interested developers to participate in the project and make contributions.</p><ol><li>Follow the instructions at <a href=https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node>https://github.com/apache/texera/wiki/Installing-Texera-on-a-Single-Node</a> to install Texera on your laptop using Docker. Get familiar with the system as a user.</li><li>Follow the step [...]
+<button class="btn btn-primary mb-4 feedback--answer feedback--answer-no">No</button><p class="feedback--response feedback--response-yes">Glad to hear it! Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p><p class="feedback--response feedback--response-no">Sorry to hear that. Please <a href=https://github.com/apache/texera-site/issues/new>tell us how we can improve</a>.</p></div><script>const yesButton=document.querySelector(".feedback--an [...]
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-<!doctype html><html itemscope itemtype=http://schema.org/WebPage lang=en class=no-js><head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1,shrink-to-fit=no"><meta name=robots content="index, follow"><link rel="shortcut icon" href=/favicons/favicon.ico><link rel=apple-touch-icon href=/favicons/favicon.ico><link rel=icon type=image/png href=/images/logo.png><title>Build, Run and Configure micro‐services in local development environment | Apache Texera</ [...]
-Prerequisite This document requires you to finish all the setup of Texera local development environment described in https://github.com/Texera/texera/wiki.
-What is micro-services? core/micro-services is a sbt-managed project added by the PR https://github.com/Texera/texera/pull/2922. The ongoing code separation effort will gradually migrate all the services in core/amber to core/micro-services."><meta property="og:url" content="https://texera.staged.apache.org/docs/latest/contribution-guidelines/micro-services-local-dev/"><meta property="og:site_name" content="Apache Texera"><meta property="og:title" content="Build, Run and Configure micro‐ [...]
-Prerequisite This document requires you to finish all the setup of Texera local development environment described in https://github.com/Texera/texera/wiki.
-What is micro-services? core/micro-services is a sbt-managed project added by the PR https://github.com/Texera/texera/pull/2922. The ongoing code separation effort will gradually migrate all the services in core/amber to core/micro-services."><meta property="og:locale" content="en"><meta property="og:type" content="article"><meta property="article:section" content="docs"><meta property="article:modified_time" content="2026-05-25T13:56:42-07:00"><meta itemprop=name content="Build, Run and [...]
-Prerequisite This document requires you to finish all the setup of Texera local development environment described in https://github.com/Texera/texera/wiki.
-What is micro-services? core/micro-services is a sbt-managed project added by the PR https://github.com/Texera/texera/pull/2922. The ongoing code separation effort will gradually migrate all the services in core/amber to core/micro-services."><meta itemprop=dateModified content="2026-05-25T13:56:42-07:00"><meta itemprop=wordCount content="221"><meta name=twitter:card content="summary"><meta name=twitter:title content="Build, Run and Configure micro‐services in local development environme [...]
-Prerequisite This document requires you to finish all the setup of Texera local development environment described in https://github.com/Texera/texera/wiki.
-What is micro-services? core/micro-services is a sbt-managed project added by the PR https://github.com/Texera/texera/pull/2922. The ongoing code separation effort will gradually migrate all the services in core/amber to core/micro-services."><link rel=preload href=/scss/main.min.d9f679481e60d747e15bdacb3841ce83791a9cc0b3641b05e32b531401c944c6.css as=style integrity="sha256-2fZ5SB5g10fhW9rLOEHOg3kanMCzZBsF4ytTFAHJRMY=" crossorigin=anonymous><link href=/scss/main.min.d9f679481e60d747e15bd [...]
-</span><span class=navbar-brand__name>Apache Texera®
-</span></a><a class=navbar-version-badge href=/releases/1.1.0-incubating/ aria-label="Latest release 1.1.0-incubating">v1.1.0-incubating</a><div class="td-navbar-nav-scroll ms-md-auto" id=main_navbar><ul class=navbar-nav><li class=nav-item><a class=nav-link href=/releases/><span>Releases</span></a></li><li class="nav-item dropdown"><a class="nav-link dropdown-toggle" href=/community/ id=menu-community role=button data-bs-toggle=dropdown aria-expanded=false><span>Community</span></a><ul c [...]
-<label for=m-docslatest-check><a href=/docs/latest/ title="Texera Documentation" class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatest><span>Docs</span></a></label><ul class="ul-2 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestoverview-li><input type=checkbox id=m-docslatestoverview-check>
-<label for=m-docslatestoverview-check><a href=/docs/latest/overview/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestoverview><span>Overview</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestgetting-started-li><input type=checkbox id=m-docslatestgetting-started-check>
-<label for=m-docslatestgetting-started-check><a href=/docs/latest/getting-started/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestgetting-started><span>Getting Started</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestgetting-startedinstall-texera-li><input type=checkbox id=m-docslatestgetting-startedinstall-texera-check>
-<label for=m-docslatestgetting-startedinstall-texera-check><a href=/docs/latest/getting-started/install-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestgetting-startedinstall-texera><span>Install Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestgetting-startedinstalling-using-docker-li><input type=checkbox id=m-docslatestgetting-startedinstalling-using-docker-check>
-<label for=m-docslatestgetting-startedinstalling-using-docker-check><a href=/docs/latest/getting-started/installing-using-docker/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestgetting-startedinstalling-using-docker><span>Installing Apache Texera using Docker</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestgetting-startedrun-on-kubernetes-li><input type=checkbox id=m-docslatestgetting-star [...]
-<label for=m-docslatestgetting-startedrun-on-kubernetes-check><a href=/docs/latest/getting-started/run-on-kubernetes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestgetting-startedrun-on-kubernetes><span>How to run Texera on local Kubernetes</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestgetting-startedaccesslogin-li><input type=checkbox id=m-docslatestgetting-startedaccesslogin-check>
-<label for=m-docslatestgetting-startedaccesslogin-check><a href=/docs/latest/getting-started/accesslogin/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestgetting-startedaccesslogin><span>Access/Login to Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestgetting-startedui-overview-li><input type=checkbox id=m-docslatestgetting-startedui-overview-check>
-<label for=m-docslatestgetting-startedui-overview-check><a href=/docs/latest/getting-started/ui-overview/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestgetting-startedui-overview><span>Texera UI Overview</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestconcepts-li><input type=checkbox id=m-docslatestconcepts-check>
-<label for=m-docslatestconcepts-check><a href=/docs/latest/concepts/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestconcepts><span>Concepts</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatesttutorials-li><input type=checkbox id=m-docslatesttutorials-check>
-<label for=m-docslatesttutorials-check><a href=/docs/latest/tutorials/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatesttutorials><span>Tutorials</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-for-how-to-use-texera-li><input type=checkbox id=m-docslatesttutorialsguide-for-how-to-use-texera-check>
-<label for=m-docslatesttutorialsguide-for-how-to-use-texera-check><a href=/docs/latest/tutorials/guide-for-how-to-use-texera/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-for-how-to-use-texera><span>Guide for how to use Texera</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialscreate-dataset-upload-data-li><input type=checkbox id=m-docslatesttutorialscreate-dataset-u [...]
-<label for=m-docslatesttutorialscreate-dataset-upload-data-check><a href=/docs/latest/tutorials/create-dataset-upload-data/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialscreate-dataset-upload-data><span>Create Dataset, upload data to it and use it in Workflow</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-use-python-udf-li><input type=checkbox id=m-docslatesttu [...]
-<label for=m-docslatesttutorialsguide-to-use-python-udf-check><a href=/docs/latest/tutorials/guide-to-use-python-udf/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-use-python-udf><span>Guide to Use a Python UDF</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-enable-llm-agent-li><input type=checkbox id=m-docslatesttutorialsguide-to-enable-llm-agent-check>
-<label for=m-docslatesttutorialsguide-to-enable-llm-agent-check><a href=/docs/latest/tutorials/guide-to-enable-llm-agent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-enable-llm-agent><span>Guide to enable the LLM‐based Texera agent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsguide-to-launch-lakekeeper-li><input type=checkbox id=m-docslatesttutorialsguide-t [...]
-<label for=m-docslatesttutorialsguide-to-launch-lakekeeper-check><a href=/docs/latest/tutorials/guide-to-launch-lakekeeper/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsguide-to-launch-lakekeeper><span>Guide to launch Lakekeeper as the RESTCatalog Service for Texera's workflow result storage</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatesttutorialsmigrate-jupyter-notebook-li><in [...]
-<label for=m-docslatesttutorialsmigrate-jupyter-notebook-check><a href=/docs/latest/tutorials/migrate-jupyter-notebook/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatesttutorialsmigrate-jupyter-notebook><span>Migrate a Jupyter Notebook to a Texera Workflow</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreference-li><input type=checkbox id=m-docslatestreference-check>
-<label for=m-docslatestreference-check><a href=/docs/latest/reference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreference><span>Reference</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperators-li><input type=checkbox id=m-docslatestreferenceoperators-check>
-<label for=m-docslatestreferenceoperators-check><a href=/docs/latest/reference/operators/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperators><span>Operators</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input-check>
-<label for=m-docslatestreferenceoperatorsdata-input-check><a href=/docs/latest/reference/operators/data-input/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-input><span>Data Input</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputarrow-file-scan-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-inputarrow [...]
-<label for=m-docslatestreferenceoperatorsdata-inputarrow-file-scan-check><a href=/docs/latest/reference/operators/data-input/arrow-file-scan/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputarrow-file-scan><span>Arrow File Scan</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputcsv-file-scan-li><input type=checkbox id=m-docslatestreferenc [...]
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-<label for=m-docslatestreferenceoperatorsdata-inputcsvold-file-scan-check><a href=/docs/latest/reference/operators/data-input/csvold-file-scan/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputcsvold-file-scan><span>CSVOld File Scan</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputfile-lister-li><input type=checkbox id=m-docslatestrefere [...]
-<label for=m-docslatestreferenceoperatorsdata-inputfile-lister-check><a href=/docs/latest/reference/operators/data-input/file-lister/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputfile-lister><span>File Lister</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputfile-scan-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-input [...]
-<label for=m-docslatestreferenceoperatorsdata-inputfile-scan-check><a href=/docs/latest/reference/operators/data-input/file-scan/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputfile-scan><span>File Scan</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputfile-scan-from-input-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-in [...]
-<label for=m-docslatestreferenceoperatorsdata-inputfile-scan-from-input-check><a href=/docs/latest/reference/operators/data-input/file-scan-from-input/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputfile-scan-from-input><span>File Scan From Input</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputjsonl-file-scan-li><input type=checkbox i [...]
-<label for=m-docslatestreferenceoperatorsdata-inputjsonl-file-scan-check><a href=/docs/latest/reference/operators/data-input/jsonl-file-scan/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputjsonl-file-scan><span>JSONL File Scan</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-inputtext-input-li><input type=checkbox id=m-docslatestreferenceop [...]
-<label for=m-docslatestreferenceoperatorsdata-inputtext-input-check><a href=/docs/latest/reference/operators/data-input/text-input/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-inputtext-input><span>Text Input</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdatabase-connector-li><input type=checkbox id=m-docslatestreferenceoperatorsdatabase [...]
-<label for=m-docslatestreferenceoperatorsdatabase-connector-check><a href=/docs/latest/reference/operators/database-connector/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdatabase-connector><span>Database Connector</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdatabase-connectorasterixdb-source-li><input type=checkbox id=m-do [...]
-<label for=m-docslatestreferenceoperatorsdatabase-connectorasterixdb-source-check><a href=/docs/latest/reference/operators/database-connector/asterixdb-source/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdatabase-connectorasterixdb-source><span>AsterixDB Source</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdatabase-connectormysql-source-li><input ty [...]
-<label for=m-docslatestreferenceoperatorsdatabase-connectormysql-source-check><a href=/docs/latest/reference/operators/database-connector/mysql-source/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdatabase-connectormysql-source><span>MySQL Source</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdatabase-connectorpostgresql-source-li><input type=checkbox [...]
-<label for=m-docslatestreferenceoperatorsdatabase-connectorpostgresql-source-check><a href=/docs/latest/reference/operators/database-connector/postgresql-source/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdatabase-connectorpostgresql-source><span>PostgreSQL Source</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorssearch-li><input type=checkbox i [...]
-<label for=m-docslatestreferenceoperatorssearch-check><a href=/docs/latest/reference/operators/search/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorssearch><span>Search</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorssearchdictionary-matcher-li><input type=checkbox id=m-docslatestreferenceoperatorssearchdictionary-matcher-check>
-<label for=m-docslatestreferenceoperatorssearchdictionary-matcher-check><a href=/docs/latest/reference/operators/search/dictionary-matcher/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorssearchdictionary-matcher><span>Dictionary matcher</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorssearchkeyword-search-li><input type=checkbox id=m-docslatestreferenceop [...]
-<label for=m-docslatestreferenceoperatorssearchkeyword-search-check><a href=/docs/latest/reference/operators/search/keyword-search/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorssearchkeyword-search><span>Keyword Search</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorssearchregular-expression-li><input type=checkbox id=m-docslatestreferenceoperatorssearc [...]
-<label for=m-docslatestreferenceoperatorssearchregular-expression-check><a href=/docs/latest/reference/operators/search/regular-expression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorssearchregular-expression><span>Regular Expression</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorssearchsubstring-search-li><input type=checkbox id=m-docslatestreference [...]
-<label for=m-docslatestreferenceoperatorssearchsubstring-search-check><a href=/docs/latest/reference/operators/search/substring-search/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorssearchsubstring-search><span>Substring Search</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-cleaning-li><input type=checkbox id=m-docslatestreferenceoperatorsd [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaning-check><a href=/docs/latest/reference/operators/data-cleaning/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-cleaning><span>Data Cleaning</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-cleaningjoin-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-cleaningj [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningjoin-check><a href=/docs/latest/reference/operators/data-cleaning/join/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-cleaningjoin><span>Join</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningjoincartesian-product-li><input type=checkbox id=m-docslatestreferenc [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningjoincartesian-product-check><a href=/docs/latest/reference/operators/data-cleaning/join/cartesian-product/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningjoincartesian-product><span>Cartesian Product</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningjoinhash-join-li><input type [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningjoinhash-join-check><a href=/docs/latest/reference/operators/data-cleaning/join/hash-join/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningjoinhash-join><span>Hash Join</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningjoininterval-join-li><input type=checkbox id=m-docslatestref [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningjoininterval-join-check><a href=/docs/latest/reference/operators/data-cleaning/join/interval-join/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningjoininterval-join><span>Interval Join</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-cleaningset-li><input type=checkbox id=m-docs [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningset-check><a href=/docs/latest/reference/operators/data-cleaning/set/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-cleaningset><span>Set</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsetdifference-li><input type=checkbox id=m-docslatestreferenceoperatorsda [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsetdifference-check><a href=/docs/latest/reference/operators/data-cleaning/set/difference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsetdifference><span>Difference</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsetintersect-li><input type=checkbox id=m-docslatestreferen [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsetintersect-check><a href=/docs/latest/reference/operators/data-cleaning/set/intersect/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsetintersect><span>Intersect</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsetsymmetricdifference-li><input type=checkbox id=m-docslatestr [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsetsymmetricdifference-check><a href=/docs/latest/reference/operators/data-cleaning/set/symmetricdifference/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsetsymmetricdifference><span>SymmetricDifference</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsetunion-li><input type [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsetunion-check><a href=/docs/latest/reference/operators/data-cleaning/set/union/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsetunion><span>Union</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-cleaningaggregate-li><input type=checkbox id=m-docslatestreferenceoperatorsdata- [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningaggregate-check><a href=/docs/latest/reference/operators/data-cleaning/aggregate/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-cleaningaggregate><span>Aggregate</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningaggregateaggregate-li><input type=checkbox id=m-d [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningaggregateaggregate-check><a href=/docs/latest/reference/operators/data-cleaning/aggregate/aggregate/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningaggregateaggregate><span>Aggregate</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsdata-cleaningsort-li><input type=checkbox id=m-docs [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsort-check><a href=/docs/latest/reference/operators/data-cleaning/sort/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsdata-cleaningsort><span>Sort</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsortsort-li><input type=checkbox id=m-docslatestreferenceoperatorsdat [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsortsort-check><a href=/docs/latest/reference/operators/data-cleaning/sort/sort/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsortsort><span>Sort</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsortsort-partitions-li><input type=checkbox id=m-docslatestreferenceoperatorsdat [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsortsort-partitions-check><a href=/docs/latest/reference/operators/data-cleaning/sort/sort-partitions/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsortsort-partitions><span>Sort Partitions</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningsortstable-merge-sort-li><input type [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningsortstable-merge-sort-check><a href=/docs/latest/reference/operators/data-cleaning/sort/stable-merge-sort/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningsortstable-merge-sort><span>Stable Merge Sort</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningdistinct-li><input [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningdistinct-check><a href=/docs/latest/reference/operators/data-cleaning/distinct/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningdistinct><span>Distinct</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningfilter-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-cleaning [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningfilter-check><a href=/docs/latest/reference/operators/data-cleaning/filter/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningfilter><span>Filter</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaninglimit-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-cleaninglimit-check>
-<label for=m-docslatestreferenceoperatorsdata-cleaninglimit-check><a href=/docs/latest/reference/operators/data-cleaning/limit/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaninglimit><span>Limit</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningprojection-li><input type=checkbox id=m-docslatestreferenceoperatorsdata-cleaningprojecti [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningprojection-check><a href=/docs/latest/reference/operators/data-cleaning/projection/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningprojection><span>Projection</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsdata-cleaningtype-casting-li><input type=checkbox id=m-docslatestreferenceoperator [...]
-<label for=m-docslatestreferenceoperatorsdata-cleaningtype-casting-check><a href=/docs/latest/reference/operators/data-cleaning/type-casting/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsdata-cleaningtype-casting><span>Type Casting</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsmachine-learning-li><input type=checkbox id=m-docslatestreferenceop [...]
-<label for=m-docslatestreferenceoperatorsmachine-learning-check><a href=/docs/latest/reference/operators/machine-learning/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learning><span>Machine Learning</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsmachine-learningsklearn-li><input type=checkbox id=m-docslatestreferenceopera [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearn-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learningsklearn><span>Sklearn</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-training-li><input type=checkbox [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-training-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-training><span>Sklearn Training</span></a></label><ul class="ul-7 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmac [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-adaptive-boosting-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-adaptive-boosting/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-adaptive-boosting><span>Training: Adaptive Boosting</span></a></label></li><li class="td-sidebar-nav__section-title td-sideba [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-bagging-training-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-bagging-training/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-bagging-training><span>Training: Bagging Training</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-na [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-bernoulli-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-bernoulli-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-bernoulli-naive-bayes><span>Training: Bernoulli Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-complement-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-complement-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-complement-naive-bayes><span>Training: Complement Naive Bayes</span></a></label></li><li class="td-sidebar-nav__sec [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-decision-tree-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-decision-tree/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-decision-tree><span>Training: Decision Tree</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section w [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-dummy-classifier-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-dummy-classifier/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-dummy-classifier><span>Training: Dummy Classifier</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-na [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-extra-tree-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-extra-tree/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-extra-tree><span>Training: Extra Tree</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-extra-trees-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-extra-trees/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-extra-trees><span>Training: Extra Trees</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-c [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-gaussian-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-gaussian-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-gaussian-naive-bayes><span>Training: Gaussian Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section-tit [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-gradient-boosting-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-gradient-boosting/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-gradient-boosting><span>Training: Gradient Boosting</span></a></label></li><li class="td-sidebar-nav__section-title td-sideba [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-k-nearest-neighbors-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-k-nearest-neighbors/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-k-nearest-neighbors><span>Training: K-nearest Neighbors</span></a></label></li><li class="td-sidebar-nav__section-title t [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-perceptron-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-perceptron/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-perceptron><span>Training: Linear Perceptron</span></a></label></li><li class="td-sidebar-nav__section-title td-sideba [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-regression><span>Training: Linear Regression</span></a></label></li><li class="td-sidebar-nav__section-title td-sideba [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-support-vector-machine-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-linear-support-vector-machine/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-linear-support-vector-machine><span>Training: Linear Support Vector Machine</span></a></label></li><l [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-logistic-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-logistic-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-logistic-regression><span>Training: Logistic Regression</span></a></label></li><li class="td-sidebar-nav__section-title t [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-logistic-regression-cross-validation-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-logistic-regression-cross-validation/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-logistic-regression-cross-validation><span>Training: Logistic Regression Cross Validati [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-multi-layer-perceptron-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-multi-layer-perceptron/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-multi-layer-perceptron><span>Training: Multi-layer Perceptron</span></a></label></li><li class="td-sidebar-nav__sec [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-multinomial-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-multinomial-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-multinomial-naive-bayes><span>Training: Multinomial Naive Bayes</span></a></label></li><li class="td-sidebar-nav_ [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-nearest-centroid-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-nearest-centroid/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-nearest-centroid><span>Training: Nearest Centroid</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-na [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-passive-aggressive-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-passive-aggressive/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-passive-aggressive><span>Training: Passive Aggressive</span></a></label></li><li class="td-sidebar-nav__section-title td-si [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-probability-calibration-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-probability-calibration/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-probability-calibration><span>Training: Probability Calibration</span></a></label></li><li class="td-sidebar-nav_ [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-random-forest-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-random-forest/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-random-forest><span>Training: Random Forest</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section w [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-ridge-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-ridge-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-ridge-regression><span>Training: Ridge Regression</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-na [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-ridge-regression-cross-validation-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-ridge-regression-cross-validation/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-ridge-regression-cross-validation><span>Training: Ridge Regression Cross Validation</span></a [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-stochastic-gradient-descent-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-stochastic-gradient-descent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-stochastic-gradient-descent><span>Training: Stochastic Gradient Descent</span></a></label></li><li class= [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-support-vector-machine-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-training/training-support-vector-machine/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-trainingtraining-support-vector-machine><span>Training: Support Vector Machine</span></a></label></li></ul></li><li class="td-sideba [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnadaptive-boosting-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/adaptive-boosting/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnadaptive-boosting><span>Adaptive Boosting</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearn [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnbagging-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/bagging/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnbagging><span>Bagging</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnbernoulli-naive-bayes-li><input type=che [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnbernoulli-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/bernoulli-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnbernoulli-naive-bayes><span>Bernoulli Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearncomplement-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/complement-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearncomplement-naive-bayes><span>Complement Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmac [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearndecision-tree-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/decision-tree/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearndecision-tree><span>Decision Tree</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearndummy-classifier [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearndummy-classifier-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/dummy-classifier/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearndummy-classifier><span>Dummy Classifier</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnextr [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnextra-tree-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/extra-tree/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnextra-tree><span>Extra Tree</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnextra-trees-li><input type=c [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnextra-trees-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/extra-trees/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnextra-trees><span>Extra Trees</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearngaussian-naive-bayes-li> [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearngaussian-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/gaussian-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearngaussian-naive-bayes><span>Gaussian Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-lea [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearngradient-boosting-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/gradient-boosting/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearngradient-boosting><span>Gradient Boosting</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearn [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnk-nearest-neighbors-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/k-nearest-neighbors/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnk-nearest-neighbors><span>K-nearest Neighbors</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learnin [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-perceptron-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/linear-perceptron/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-perceptron><span>Linear Perceptron</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearn [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/linear-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-regression><span>Linear Regression</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearn [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-support-vector-machine-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/linear-support-vector-machine/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnlinear-support-vector-machine><span>Linear Support Vector Machine</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-doc [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnlogistic-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/logistic-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnlogistic-regression><span>Logistic Regression</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learnin [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnlogistic-regression-cross-validation-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/logistic-regression-cross-validation/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnlogistic-regression-cross-validation><span>Logistic Regression Cross Validation</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__sec [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnmulti-layer-perceptron-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/multi-layer-perceptron/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnmulti-layer-perceptron><span>Multi-layer Perceptron</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmac [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnmultinomial-naive-bayes-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/multinomial-naive-bayes/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnmultinomial-naive-bayes><span>Multinomial Naive Bayes</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperator [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnnearest-centroid-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/nearest-centroid/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnnearest-centroid><span>Nearest Centroid</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnpass [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnpassive-aggressive-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/passive-aggressive/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnpassive-aggressive><span>Passive Aggressive</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningskl [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnprobability-calibration-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/probability-calibration/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnprobability-calibration><span>Probability Calibration</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperator [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnrandom-forest-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/random-forest/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnrandom-forest><span>Random Forest</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnridge-regression [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnridge-regression-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/ridge-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnridge-regression><span>Ridge Regression</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnridg [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnridge-regression-cross-validation-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/ridge-regression-cross-validation/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnridge-regression-cross-validation><span>Ridge Regression Cross Validation</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-prediction-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-prediction/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-prediction><span>Sklearn Prediction</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningskl [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-testing-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/sklearn-testing/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsklearn-testing><span>Sklearn Testing</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningsklearnstochast [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnstochastic-gradient-descent-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/stochastic-gradient-descent/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnstochastic-gradient-descent><span>Stochastic Gradient Descent</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestr [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningsklearnsupport-vector-machine-check><a href=/docs/latest/reference/operators/machine-learning/sklearn/support-vector-machine/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningsklearnsupport-vector-machine><span>Support Vector Machine</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceopera [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearn-check><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearn><span>Advanced Sklearn</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learningadvanced- [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnknn-classifier-check><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/knn-classifier/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnknn-classifier><span>KNN Classifier</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine- [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnknn-regressor-check><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/knn-regressor/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnknn-regressor><span>KNN Regressor</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-lear [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnsvm-classifier-check><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/svm-classifier/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnsvm-classifier><span>SVM Classifier</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine- [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnsvm-regressor-check><a href=/docs/latest/reference/operators/machine-learning/advanced-sklearn/svm-regressor/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningadvanced-sklearnsvm-regressor><span>SVM Regressor</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsmachi [...]
-<label for=m-docslatestreferenceoperatorsmachine-learninghugging-face-check><a href=/docs/latest/reference/operators/machine-learning/hugging-face/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learninghugging-face><span>Hugging Face</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face- [...]
-<label for=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-iris-logistic-regression-check><a href=/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-iris-logistic-regression/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-iris-logistic-regression><span>Hugging Face Iris Logistic Regression</span></a></label></li><li class="td-sidebar-nav__section-title [...]
-<label for=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-sentiment-analysis-check><a href=/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-sentiment-analysis/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-sentiment-analysis><span>Hugging Face Sentiment Analysis</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section [...]
-<label for=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-spam-detection-check><a href=/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-spam-detection/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-spam-detection><span>Hugging Face Spam Detection</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" i [...]
-<label for=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-text-summarization-check><a href=/docs/latest/reference/operators/machine-learning/hugging-face/hugging-face-text-summarization/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learninghugging-facehugging-face-text-summarization><span>Hugging Face Text Summarization</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningmachine-learning-general-check><a href=/docs/latest/reference/operators/machine-learning/machine-learning-general/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsmachine-learningmachine-learning-general><span>Machine Learning General</span></a></label><ul class="ul-6 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceop [...]
-<label for=m-docslatestreferenceoperatorsmachine-learningmachine-learning-generalmachine-learning-scorer-check><a href=/docs/latest/reference/operators/machine-learning/machine-learning-general/machine-learning-scorer/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsmachine-learningmachine-learning-generalmachine-learning-scorer><span>Machine Learning Scorer</span></a></label></li></ul></li></ul></li><li class="td-sidebar-nav__section-title [...]
-<label for=m-docslatestreferenceoperatorsutilities-check><a href=/docs/latest/reference/operators/utilities/ class="align-left ps-0 td-sidebar-link td-sidebar-link__section" id=m-docslatestreferenceoperatorsutilities><span>Utilities</span></a></label><ul class="ul-5 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsutilitiesrandom-k-sampling-li><input type=checkbox id=m-docslatestreferenceoperatorsutilitiesrandom-k- [...]
-<label for=m-docslatestreferenceoperatorsutilitiesrandom-k-sampling-check><a href=/docs/latest/reference/operators/utilities/random-k-sampling/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsutilitiesrandom-k-sampling><span>Random K Sampling</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsutilitiesreservoir-sampling-li><input type=checkbox id=m-docslates [...]
-<label for=m-docslatestreferenceoperatorsutilitiesreservoir-sampling-check><a href=/docs/latest/reference/operators/utilities/reservoir-sampling/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsutilitiesreservoir-sampling><span>Reservoir Sampling</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsutilitiessplit-li><input type=checkbox id=m-docslatestreferenc [...]
-<label for=m-docslatestreferenceoperatorsutilitiessplit-check><a href=/docs/latest/reference/operators/utilities/split/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsutilitiessplit><span>Split</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-docslatestreferenceoperatorsutilitiesunnest-string-li><input type=checkbox id=m-docslatestreferenceoperatorsutilitiesunnest-string-check>
-<label for=m-docslatestreferenceoperatorsutilitiesunnest-string-check><a href=/docs/latest/reference/operators/utilities/unnest-string/ class="align-left ps-0 td-sidebar-link td-sidebar-link__page" id=m-docslatestreferenceoperatorsutilitiesunnest-string><span>Unnest String</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-docslatestreferenceoperatorsexternal-api-li><input type=checkbox id=m-docslatestreferenceoperatorsexter [...]
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