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Posted to commits@pinot.apache.org by gi...@apache.org on 2026/03/21 06:58:07 UTC
(pinot-site) branch new-static-prod updated: Update Pinot Site from dev branch 5cf890858703dc29875d0d91c67b3302192f0812
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch new-static-prod
in repository https://gitbox.apache.org/repos/asf/pinot-site.git
The following commit(s) were added to refs/heads/new-static-prod by this push:
new 1438d3f4 Update Pinot Site from dev branch 5cf890858703dc29875d0d91c67b3302192f0812
1438d3f4 is described below
commit 1438d3f4083936dd9c6ac48eb8bf986441e07754
Author: Pinot Site Updater <de...@pinot.apache.org>
AuthorDate: Sat Mar 21 06:58:02 2026 +0000
Update Pinot Site from dev branch 5cf890858703dc29875d0d91c67b3302192f0812
commit 5cf890858703dc29875d0d91c67b3302192f0812
Author: Xiang Fu <xi...@startree.ai>
Date: Fri Mar 20 23:56:00 2026 -0700
Fix prettier formatting errors that broke the build
Co-Authored-By: Claude Opus 4.6 <no...@anthropic.com>
commit 9c1f64d94ea743eafb5e0373fd18c8c383c8f4e2
Author: Xiang Fu <xi...@gmail.com>
Date: Fri Mar 20 23:48:04 2026 -0700
Add Architecture / How It Works section to homepage (#164)
* Sharpen hero tagline and rethink CTAs (#159)
- Tagline: "Insights, Unlocked in Real Time" → "Real-Time Analytics at Extreme Scale"
The old tagline was generic enough to describe any analytics DB.
The new one names the differentiator: real-time + extreme scale.
- Description: replaced marketing language with concrete capabilities
(sub-second queries, streaming + batch, hundreds of thousands QPS,
millisecond latency, petabyte scale).
- Secondary CTA: "Join Slack" → "View Documentation"
Slack is a low-intent action better suited for the community section.
Docs are what evaluators actually need in the hero.
Co-authored-by: Claude Bot <bo...@example.com>
Co-authored-by: Claude Opus 4.6 <no...@anthropic.com>
* integrate BenchmarkSection into Main.tsx
- Import BenchmarkSection component
- Place after CompanyStories, before CommunitySection
- Complete the performance metrics feature on homepage
Co-Authored-By: Claude Opus 4.6 <no...@anthropic.com>
* feat: add Architecture section to homepage
- Create new ArchitectureSection component showing Pinot's distributed architecture
- Display architecture diagram with components: Controller, Broker, Server, Minion
- Show data sources (Kafka, Spark, S3), Deep Store (S3, HDFS, GCS), and Applications
- Include responsive design: desktop with horizontal layout, mobile with stacked layout
- Use existing design system colors: vine-100, amber-800, blue accents with Tailwind CSS
- Insert ArchitectureSection between Features and CompanyStories on homepage
Verified architecture against Apache Pinot source modules:
- pinot-controller, pinot-broker, pinot-server, pinot-minion match documented components
---------
Co-authored-by: Claude Bot <bo...@example.com>
Co-authored-by: Claude Opus 4.6 <no...@anthropic.com>
---
404.html | 4 ++--
404/index.html | 4 ++--
.../static/320IBZhMXeNBWlfT_TRVv/_buildManifest.js | 1 +
_next/static/320IBZhMXeNBWlfT_TRVv/_ssgManifest.js | 1 +
.../app/blog/[...slug]/page-320238ab4fa2952d.js | 1 +
_next/static/chunks/app/layout-d18c4950cc9bada0.js | 1 +
_next/static/chunks/app/page-31550a1de440df4b.js | 1 +
.../chunks/app/share/page-5dc8642bcef07e02.js | 1 +
.../chunks/app/use-cases/page-b9060db7c6f61ae1.js | 1 +
_next/static/chunks/main-76e7c7338708d107.js | 1 +
_next/static/chunks/webpack-498efafa8b15fcf6.js | 1 +
_next/static/css/dd0ef2fdee39d85e.css | 3 +++
about/index.html | 4 ++--
about/index.txt | 14 ++++++-------
blog/2015/05/16/LinkedIn-Scaling/index.html | 4 ++--
blog/2015/05/16/LinkedIn-Scaling/index.txt | 18 ++++++++--------
blog/2015/06/10/Open-Sourcing-Pinot/index.html | 4 ++--
blog/2015/06/10/Open-Sourcing-Pinot/index.txt | 18 ++++++++--------
blog/2017/09/17/Restaurant-Manager/index.html | 4 ++--
blog/2017/09/17/Restaurant-Manager/index.txt | 18 ++++++++--------
blog/2019/01/09/LinkedIn-IntroThirdEye/index.html | 4 ++--
blog/2019/01/09/LinkedIn-IntroThirdEye/index.txt | 18 ++++++++--------
blog/2019/06/14/LinkedIn-StarTree/index.html | 4 ++--
blog/2019/06/14/LinkedIn-StarTree/index.txt | 18 ++++++++--------
blog/2019/07/11/LinkedIn-AutoTune/index.html | 4 ++--
blog/2019/07/11/LinkedIn-AutoTune/index.txt | 18 ++++++++--------
blog/2020/01/15/Pinot-Presto-SQL/index.html | 4 ++--
blog/2020/01/15/Pinot-Presto-SQL/index.txt | 18 ++++++++--------
blog/2020/02/20/LinkedIn-Thirdeye/index.html | 4 ++--
blog/2020/02/20/LinkedIn-Thirdeye/index.txt | 18 ++++++++--------
.../2020/04/10/DevBlog-AnalyzeGitEvents/index.html | 4 ++--
blog/2020/04/10/DevBlog-AnalyzeGitEvents/index.txt | 18 ++++++++--------
blog/2020/06/25/LinkedIn-SmartAlerts/index.html | 4 ++--
blog/2020/06/25/LinkedIn-SmartAlerts/index.txt | 18 ++++++++--------
blog/2020/06/29/LinkedIn-TalentInsight/index.html | 4 ++--
blog/2020/06/29/LinkedIn-TalentInsight/index.txt | 18 ++++++++--------
blog/2020/07/14/LinkedIn-BatchRealtime/index.html | 4 ++--
blog/2020/07/14/LinkedIn-BatchRealtime/index.txt | 18 ++++++++--------
.../2020/07/28/DevBlog-AnomalyDetection/index.html | 4 ++--
blog/2020/07/28/DevBlog-AnomalyDetection/index.txt | 18 ++++++++--------
blog/2020/07/28/DevBlog-DevUpStack/index.html | 4 ++--
blog/2020/07/28/DevBlog-DevUpStack/index.txt | 18 ++++++++--------
blog/2020/08/08/DevBlog-IngestPlugins/index.html | 4 ++--
blog/2020/08/08/DevBlog-IngestPlugins/index.txt | 18 ++++++++--------
blog/2020/08/08/DevBlog-PinotMonitoring/index.html | 4 ++--
blog/2020/08/08/DevBlog-PinotMonitoring/index.txt | 18 ++++++++--------
blog/2020/08/08/DevBlog-SLAApps/index.html | 4 ++--
blog/2020/08/08/DevBlog-SLAApps/index.txt | 18 ++++++++--------
blog/2020/08/08/DevBlog-ScalarUDFs/index.html | 4 ++--
blog/2020/08/08/DevBlog-ScalarUDFs/index.txt | 18 ++++++++--------
.../10/16/DevBlog-TwitterTrollAnalysis/index.html | 4 ++--
.../10/16/DevBlog-TwitterTrollAnalysis/index.txt | 18 ++++++++--------
blog/2020/10/20/Uber-Operating/index.html | 4 ++--
blog/2020/10/20/Uber-Operating/index.txt | 18 ++++++++--------
blog/2020/12/01/LinkedIn-Lamda/index.html | 4 ++--
blog/2020/12/01/LinkedIn-Lamda/index.txt | 18 ++++++++--------
blog/2021/01/08/DevBlog-DebeziumCDC/index.html | 4 ++--
blog/2021/01/08/DevBlog-DebeziumCDC/index.txt | 18 ++++++++--------
blog/2021/02/02/DevBlog-PrestoPinot/index.html | 4 ++--
blog/2021/02/02/DevBlog-PrestoPinot/index.txt | 18 ++++++++--------
blog/2021/04/08/DevBlog-UpsertsIntro/index.html | 4 ++--
blog/2021/04/08/DevBlog-UpsertsIntro/index.txt | 18 ++++++++--------
blog/2021/04/16/LinkedIn-Theta/index.html | 4 ++--
blog/2021/04/16/LinkedIn-Theta/index.txt | 18 ++++++++--------
.../04/27/DevBlog-PinotInRetailChain/index.html | 4 ++--
.../04/27/DevBlog-PinotInRetailChain/index.txt | 18 ++++++++--------
blog/2021/04/29/Uber-Charon/index.html | 4 ++--
blog/2021/04/29/Uber-Charon/index.txt | 18 ++++++++--------
blog/2021/06/13/DevBlog-Geospatial/index.html | 4 ++--
blog/2021/06/13/DevBlog-Geospatial/index.txt | 18 ++++++++--------
blog/2021/06/16/LinkedIn-TextAnalytics/index.html | 4 ++--
blog/2021/06/16/LinkedIn-TextAnalytics/index.txt | 18 ++++++++--------
.../04/04/Announcing-Apache-Pinot-0-10/index.html | 6 +++---
.../04/04/Announcing-Apache-Pinot-0-10/index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../Apache Pinot-How-do-I-see-my-indexes/index.txt | 22 ++++++++++----------
.../11/17/Apache Pinot-Inserts-from-SQL/index.html | 6 +++---
.../11/17/Apache Pinot-Inserts-from-SQL/index.txt | 22 ++++++++++----------
.../22/Apache-Pinot-Timestamp-Indexes/index.html | 6 +++---
.../11/22/Apache-Pinot-Timestamp-Indexes/index.txt | 24 +++++++++++-----------
.../index.html | 6 +++---
.../index.txt | 24 +++++++++++-----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 24 +++++++++++-----------
.../index.html | 6 +++---
.../index.txt | 24 +++++++++++-----------
.../Geospatial-Indexing-in-Apache-Pinot/index.html | 6 +++---
.../Geospatial-Indexing-in-Apache-Pinot/index.txt | 24 +++++++++++-----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 6 +++---
.../index.txt | 22 ++++++++++----------
.../index.html | 4 ++--
.../index.txt | 20 +++++++++---------
.../index.html | 6 +++---
.../index.txt | 20 +++++++++---------
.../09/19/Annoucing-Apache-Pinot-1-0/index.html | 6 +++---
.../09/19/Annoucing-Apache-Pinot-1-0/index.txt | 22 ++++++++++----------
blog/2024/08/07/AWSxPinot/index.html | 4 ++--
blog/2024/08/07/AWSxPinot/index.txt | 18 ++++++++--------
.../index.html | 4 ++--
.../index.txt | 18 ++++++++--------
.../index.html | 4 ++--
.../index.txt | 18 ++++++++--------
.../20/apache-pinot-year-in-review-2024/index.html | 4 ++--
.../20/apache-pinot-year-in-review-2024/index.txt | 20 +++++++++---------
blog/2025/09/30/Announce-Pinot-1-4/index.html | 4 ++--
blog/2025/09/30/Announce-Pinot-1-4/index.txt | 18 ++++++++--------
blog/index.html | 4 ++--
blog/index.txt | 12 +++++------
download/index.html | 4 ++--
download/index.txt | 12 +++++------
index.html | 6 +++---
index.txt | 18 ++++++++--------
powered-by/index.html | 4 ++--
powered-by/index.txt | 16 +++++++--------
share/index.html | 4 ++--
share/index.txt | 16 +++++++--------
sitemap.xml | 4 ++--
static/images/use-cases/analytics.svg | 8 ++++++++
static/images/use-cases/anomaly.svg | 11 ++++++++++
static/images/use-cases/dashboards.svg | 10 +++++++++
static/images/use-cases/events.svg | 12 +++++++++++
static/images/use-cases/olap.svg | 17 +++++++++++++++
static/images/use-cases/personalization.svg | 11 ++++++++++
use-cases/index.html | 13 ++++++++++++
{who_uses => use-cases}/index.txt | 20 +++++++++---------
who_uses/index.html | 2 +-
who_uses/index.txt | 14 ++++++-------
who_uses/index/index.html | 2 +-
who_uses/index/index.txt | 14 ++++++-------
141 files changed, 812 insertions(+), 718 deletions(-)
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@@ -1,4 +1,4 @@
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</span><span class="code-line"><span class="token keyword">SELECT</span> <span class="token operator">*</span>
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</span><span class="code-line"><span class="token keyword">FROM</span> <span class="token punctuation">(</span>
</span><span class="code-line"> <span class="token keyword">SELECT</span> GAPFILL<span class="token punctuation">(</span>time_col<span class="token punctuation">,</span><span class="token string">'1:MILLISECONDS:SIMPLE_DATE_FORMAT:yyyy-MM-dd HH:mm:ss.SSS'</span><span class="token punctuation">,</span><span class="token string">'2021-10-01 09:00:00.000'</span><span class="token punctuation">,</span>
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</span><span class="code-line"> <span class="token keyword">GROUP</span> <span class="token keyword">BY</span> <span class="token number">1</span><span class="token punctuation">,</span> <span class="token number">2</span>
</span><span class="code-line"> <span class="token keyword">ORDER</span> <span class="token keyword">BY</span> <span class="token number">1</span>
</span><span class="code-line"> <span class="token keyword">LIMIT</span> <span class="token number">100</span>
-</span></code></pre></div><h3 id="execution-plan"><a href="#execution-plan" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Execution Plan</h3><p>The sample execution plan for this query is as shown in the figure below:</p><div><img alt="Sample query execution plan" loading="lazy" width="1594" height="1182" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1661700642-execution-plan.png"/></div><h3 id="time-and-space-compl [...]
\ No newline at end of file
+</span></code></pre></div><h3 id="execution-plan"><a href="#execution-plan" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Execution Plan</h3><p>The sample execution plan for this query is as shown in the figure below:</p><div><img alt="Sample query execution plan" loading="lazy" width="1594" height="1182" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1661700642-execution-plan.png"/></div><h3 id="time-and-space-compl [...]
\ No newline at end of file
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+})();</script><script src="/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js" crossorigin="" noModule=""></script></head><body class="bg-white text-black antialiased dark:bg-gray-950 dark:text-white"><script>!function(){try{var d=document.documentElement,c=d.classList;c.remove('light','dark');var e=localStorage.getItem('theme');if('system'===e||(!e&&false)){var t='(prefers-color-scheme: dark)',m=window.matchMedia(t);if(m.media!==t||m.matches){d.style.colorScheme = 'dark';c.add('dark')}e [...]
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@@ -49,4 +49,4 @@ _paq.push(['enableLinkTracking']);
</span><span class="code-line"> <span class="token punctuation">}</span>
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</span><span class="code-line"><span class="token punctuation">]</span><span class="token punctuation">,</span>
-</span></code></pre></div><p>From reading this config we learn that a timestamp index is being applied to the <em>ts</em> column. It is applied at DAY, WEEK, and MONTH granularities, which means that the derived columns <span class="math math-inline"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>t</mi><mi>s</mi></mrow><annotation encoding="application/x-tex">ts</annotation></semantics></math></span><span class="katex- [...]
\ No newline at end of file
+</span></code></pre></div><p>From reading this config we learn that a timestamp index is being applied to the <em>ts</em> column. It is applied at DAY, WEEK, and MONTH granularities, which means that the derived columns <span class="math math-inline"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>t</mi><mi>s</mi></mrow><annotation encoding="application/x-tex">ts</annotation></semantics></math></span><span class="katex- [...]
\ No newline at end of file
diff --git a/blog/2022/11/08/Apache Pinot-How-do-I-see-my-indexes/index.txt b/blog/2022/11/08/Apache Pinot-How-do-I-see-my-indexes/index.txt
index 2bac577c..0a6470c0 100644
--- a/blog/2022/11/08/Apache Pinot-How-do-I-see-my-indexes/index.txt
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diff --git a/blog/2022/11/17/Apache Pinot-Inserts-from-SQL/index.html b/blog/2022/11/17/Apache Pinot-Inserts-from-SQL/index.html
index 4972bdee..93c8308c 100644
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+++ b/blog/2022/11/17/Apache Pinot-Inserts-from-SQL/index.html
@@ -1,4 +1,4 @@
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+<!DOCTYPE html><html lang="en-us" class="__variable_a2025e scroll-smooth"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" href="/_next/static/media/c9e6921c7fc300d8-s.p.woff2" as="font" crossorigin="" type="font/woff2"/><link rel="preload" as="image" href="https://static.scarf.sh/a.png?x-pxid=3dd7caad-22f5-40d7-bc2e-20c8eaf91659" referrerPolicy="no-referrer-when-downgrade"/><link rel="stylesheet" href="/_next/static/cs [...]
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_paq.push(["disableCookies"]);
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</span><span class="code-line"> <span class="token atrule key">name</span><span class="token punctuation">:</span> <span class="token string">'standalone'</span>
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\ No newline at end of file
+</span></code></pre></div><p>If we run this query, we’ll see the following output:</p><div><img alt="Sample events_OFFLINE query result" loading="lazy" width="716" height="195" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1668701654-image5.png"/></div><p>We can check on the state of the ingestion job via the Swagger REST API. If we navigate to <a target="_blank" rel="noopener noreferrer" href="http://localhost:9000/help#/Task/getTaskState">h [...]
\ No newline at end of file
diff --git a/blog/2022/11/17/Apache Pinot-Inserts-from-SQL/index.txt b/blog/2022/11/17/Apache Pinot-Inserts-from-SQL/index.txt
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-</span></code></pre></div><h2 id="re-running-the-query"><a href="#re-running-the-query" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Re-running the query</h2><p>Let’s now run our initial query against the <em>crimes_indexed</em> table. We’ll get exactly the same results as before, but let’s take a look at the query stats:</p><div><img alt="Chicago crime dataset updated query stats" loading="lazy" width="354" height="82" decoding="async" data-nimg="1" style="co [...]
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+</span></code></pre></div><h2 id="re-running-the-query"><a href="#re-running-the-query" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Re-running the query</h2><p>Let’s now run our initial query against the <em>crimes_indexed</em> table. We’ll get exactly the same results as before, but let’s take a look at the query stats:</p><div><img alt="Chicago crime dataset updated query stats" loading="lazy" width="354" height="82" decoding="async" data-nimg="1" style="co [...]
\ No newline at end of file
diff --git a/blog/2022/11/22/Apache-Pinot-Timestamp-Indexes/index.txt b/blog/2022/11/22/Apache-Pinot-Timestamp-Indexes/index.txt
index f3b2d33b..893dad98 100644
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</span><span class="code-line"><span class="token keyword">import</span> uuid
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</span><span class="code-line"> <span class="token property">"pauseFlag"</span><span class="token operator">:</span> <span class="token boolean">false</span><span class="token punctuation">,</span>
</span><span class="code-line"> <span class="token property">"consumingSegments"</span><span class="token operator">:</span> <span class="token punctuation">[</span><span class="token string">"events__0__22__20221123T1124Z"</span><span class="token punctuation">]</span>
</span><span class="code-line"><span class="token punctuation">}</span>
-</span></code></pre></div><p>Navigate to <a target="_blank" rel="noopener noreferrer" href="http://localhost:9000/#/query">http://localhost:9000/#/query</a> and click on the events table. You should see the following:</p><div><img alt="Sample events table containing records" loading="lazy" width="947" height="1037" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1669668611-image2.png"/></div><p>We have records! We can also run our data generato [...]
\ No newline at end of file
+</span></code></pre></div><p>Navigate to <a target="_blank" rel="noopener noreferrer" href="http://localhost:9000/#/query">http://localhost:9000/#/query</a> and click on the events table. You should see the following:</p><div><img alt="Sample events table containing records" loading="lazy" width="947" height="1037" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1669668611-image2.png"/></div><p>We have records! We can also run our data generato [...]
\ No newline at end of file
diff --git a/blog/2022/11/28/Apache-Pinot-Pausing-Real-Time-Ingestion/index.txt b/blog/2022/11/28/Apache-Pinot-Pausing-Real-Time-Ingestion/index.txt
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</span><span class="code-line"><span class="token atrule key">services</span><span class="token punctuation">:</span>
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\ No newline at end of file
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diff --git a/blog/2023/02/21/Apache-Pinot-0-12-Configurable-Time-Boundary/index.html b/blog/2023/02/21/Apache-Pinot-0-12-Configurable-Time-Boundary/index.html
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</span></code></pre></div><p>The ingestion frequency can either be 1 hour or 1 day, so one of these values will be used.</p><p>When a query for a hybrid table is received by a Pinot Broker, the broker sends a time boundary annotated version of the query to the offline and real-time tables. Any records from or before the time boundary are read from the offline table; anything greater than the boundary comes from the real-time table.</p><div><img alt="Apache Pinot computing the time bounda [...]
</span><span class="code-line"><span class="token keyword">FROM</span> events
</span></code></pre></div><p>The broker would send the following query to the offline table:</p><div class="relative"><pre><code class="code-highlight language-sql"><span class="code-line"><span class="token keyword">SELECT</span> <span class="token function">count</span><span class="token punctuation">(</span><span class="token operator">*</span><span class="token punctuation">)</span>
@@ -25,4 +25,4 @@ _paq.push(['enableLinkTracking']);
</span></code></pre></div><p>In this case, that will result in a new boundary time of 2023-01-09T18:41:17, which is exactly what we need.</p><p>We’ll then be able to query the events table and have it read the offline table to get all records on or before 2023-01-09T18:41:17 and the real-time table for everything else.</p><h2 id="neat-anything-else-i-should-know"><a href="#neat-anything-else-i-should-know" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Neat, any [...]
</span><span class="code-line"> <span class="token string">"http://localhost:9000/tables/{tableName}/timeBoundary"</span> <span class="token punctuation">\</span>
</span><span class="code-line"> <span class="token parameter variable">-H</span> <span class="token string">"accept: application/json"</span>
-</span></code></pre></div><h2 id="summary"><a href="#summary" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Summary</h2><p>I love this feature, and it solves a problem I’ve struggled with when using my datasets. I hope you’ll find it just as useful.</p><p>Give it a try, and let us know how you get on. If you have any questions about this feature, feel free to join us on <a target="_blank" rel="noopener noreferrer" href="https://stree.ai/slack">Slack</a>, where [...]
\ No newline at end of file
+</span></code></pre></div><h2 id="summary"><a href="#summary" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Summary</h2><p>I love this feature, and it solves a problem I’ve struggled with when using my datasets. I hope you’ll find it just as useful.</p><p>Give it a try, and let us know how you get on. If you have any questions about this feature, feel free to join us on <a target="_blank" rel="noopener noreferrer" href="https://stree.ai/slack">Slack</a>, where [...]
\ No newline at end of file
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</span><span class="code-line">--bootstrap-server localhost:9092 <span class="token punctuation">\</span>
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</span></code></pre></div><p>Give permissions to run it as a script:</p><p><code>chmod u+x watch\_consuming\_info.sh</code></p><p>And finally, run it:</p><p><code>./watch\_consuming\_info.sh</code></p><p>This will print out a new table every two seconds. Let’s now make things more interesting by removing the sleep from our ingestion command:</p><div class="relative"><pre><code class="code-highlight language-bash"><span class="code-line">python datagen.py <span class="token operator"><sp [...]
</span><span class="code-line">jq <span class="token parameter variable">-cr</span> <span class="token parameter variable">--arg</span> sep ø <span class="token string">'[.uuid, tostring] | join($sep)'</span> <span class="token operator">|</span>
</span><span class="code-line">kcat <span class="token parameter variable">-P</span> <span class="token parameter variable">-b</span> localhost:9092 <span class="token parameter variable">-t</span> events -Kø
-</span></code></pre></div><p>And now if we look at the watch output:</p><div><img alt="Apache Pinot Consumer Record Lag" loading="lazy" width="1999" height="340" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1680190286-image1.png"/></div><p>We get some transitory lag, but it generally goes away by the next time the command is run.</p><h2 id="summary"><a href="#summary" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>S [...]
\ No newline at end of file
+</span></code></pre></div><p>And now if we look at the watch output:</p><div><img alt="Apache Pinot Consumer Record Lag" loading="lazy" width="1999" height="340" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1680190286-image1.png"/></div><p>We get some transitory lag, but it generally goes away by the next time the command is run.</p><h2 id="summary"><a href="#summary" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>S [...]
\ No newline at end of file
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\ No newline at end of file
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</span></code></pre></div><p>You can also download the latest version like so:</p><div class="relative"><pre><code class="language-bash code-highlight"><span class="code-line"><span class="token function">docker</span> pull apachepinot.docker.scarf.sh/apachepinot/pinot:latest
</span></code></pre></div><p>Here, apachepinot is the name of the repository in Docker Hub, pinot is the name of the image, and :latest or :0.12.0 is the version for the image. Note that we will be using the 0.12.0 version for this blog post.</p><p><em>Docker Hub is the world’s largest repository of container images in the world.</em></p><p>You can verify the image was downloaded or pulled by running the following command:</p><div class="relative"><pre><code class="language-bash code-hi [...]
</span></code></pre></div><p>It should show you the image like so:</p><div><img alt="Docker images command" loading="lazy" width="928" height="168" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1684420004-image3.png"/></div><h3 id="step-3"><a href="#step-3" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Step 3:</h3><p>Let’s run a container using the Docker image that we downloaded:</p><div class="relative"><pre><code [...]
@@ -54,4 +54,4 @@ _paq.push(['enableLinkTracking']);
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</span></code></pre></div><p>If you run into trouble on this step like I did, edit the ingestJobSpec.yaml file using Docker Desktop to change the inputDirURI from relative to absolute path. Then rerun the above command.</p><div><img alt="Editing the .yaml file with Docker Desktop" loading="lazy" width="1966" height="1255" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1684419802-image1.png"/></div><p>You should now be able to see the table has [...]
</span><span class="code-line"><span class="token keyword">select</span> <span class="token function">sum</span><span class="token punctuation">(</span>runs<span class="token punctuation">)</span><span class="token punctuation">,</span> playerName <span class="token keyword">from</span> baseballStats <span class="token keyword">group</span> <span class="token keyword">by</span> playerName <span class="token keyword">order</span> <span class="token keyword">by</span> <span class="token fu [...]
-</span></code></pre></div><p>You should see results like so:</p><div><img alt="Apache Pinot query console" loading="lazy" width="1999" height="1124" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1684421163-image6.png"/></div><p>And there you have it!</p><h2 id="whats-under-the-hood"><a href="#whats-under-the-hood" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>What’s under the hood?</h2><p>If you’re curious to go a s [...]
\ No newline at end of file
+</span></code></pre></div><p>You should see results like so:</p><div><img alt="Apache Pinot query console" loading="lazy" width="1999" height="1124" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1684421163-image6.png"/></div><p>And there you have it!</p><h2 id="whats-under-the-hood"><a href="#whats-under-the-hood" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>What’s under the hood?</h2><p>If you’re curious to go a s [...]
\ No newline at end of file
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\ No newline at end of file
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</span><span class="code-line"><span class="token function">curl</span> https://downloads.apache.org/kafka/3.4.0/kafka_2.12-3.4.0.tgz <span class="token parameter variable">--output</span> kafka.tgz <span class="token parameter variable">--output</span> kafka.tgz
</span></code></pre></div><p>It should look this:</p><div><img alt="Code with Apache Pinot speed results" loading="lazy" width="1093" height="141" decoding="async" data-nimg="1" style="color:transparent" src="/static/images/blogs/external/1685462322-image8.png"/></div><p>Note that we’ve changed the directory to keep the Kafka folder separate from the Pinot folder.</p><p>Now, let’s expand the downloaded TAR file, rename the folder for convenience, and delete the downloaded file:</p><div c [...]
</span><span class="code-line"><span class="token function">mv</span> kafka_2.12-3.4.0 kafka
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</span></code></pre></div><p>Notice the section called streamConfigs, where we define the source as a Kafka stream, located at localhost:9092, and consume the topic wikipedia-events. That’s all it takes to consume a Kafka Topic into Pinot.</p><p>Don’t believe me? Give it a try!</p><p>Create the table by running the following command:</p><div class="relative"><pre><code class="language-bash code-highlight"><span class="code-line">/opt/pinot/bin/pinot-admin.sh AddTable <span class="token p [...]
-</span></code></pre></div><p>Now, browse to the following location <a target="_blank" rel="noopener noreferrer" href="http://localhost:9000/#/tables">http://localhost:9000/#/tables,</a> and you should see the newly created table. However, where’s the real-time data, you say?</p><p>Run the node wikievents.js command, then query the newly created wikievents table to see the totalDocs increase in real time:</p><div><img alt="Apache Pinot query console" loading="lazy" width="1095" height="92 [...]
\ No newline at end of file
+</span></code></pre></div><p>Now, browse to the following location <a target="_blank" rel="noopener noreferrer" href="http://localhost:9000/#/tables">http://localhost:9000/#/tables,</a> and you should see the newly created table. However, where’s the real-time data, you say?</p><p>Run the node wikievents.js command, then query the newly created wikievents table to see the totalDocs increase in real time:</p><div><img alt="Apache Pinot query console" loading="lazy" width="1095" height="92 [...]
\ No newline at end of file
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</span><span class="code-line"><span class="token builtin class-name">cd</span> mastodon-stream
</span></code></pre></div><p>Then launch all of the components using Docker Compose:</p><div class="relative"><pre><code class="code-highlight language-bash"><span class="code-line"><span class="token function">docker-compose</span> up
</span></code></pre></div><h2 id="pinot-schema-and-table"><a href="#pinot-schema-and-table" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Pinot Schema and Table</h2><p>Similar to what Simon did with DuckDB, we’ll ingest the Mastodon events into a table. Pinot tables have a schema that’s defined in a schema file.</p><p>To come up with a schema file, we need to know the structure of the ingested events. For example:</p><div class="relative"><pre><code class="code [...]
@@ -137,4 +137,4 @@ _paq.push(['enableLinkTracking']);
</span><span class="code-line">df <span class="token operator">=</span> pd<span class="token punctuation">.</span>DataFrame<span class="token punctuation">(</span>curs<span class="token punctuation">,</span> columns<span class="token operator">=</span><span class="token punctuation">[</span>item<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span> <span class="token keyword">for</span> item <span class="token keyword">in</span [...]
</span></code></pre></div><p>This produces the resulting DataFrame:</p><div class="relative"><pre><code class="code-highlight language-js"><span class="code-line"> <span class="token maybe-class-name">Num</span> toots <span class="token maybe-class-name">Num</span> users <span class="token maybe-class-name">Num</span> urls
</span><span class="code-line"><span class="token number">0</span> <span class="token number">552</span> <span class="token number">173</span> <span class="token number">192</span>
-</span></code></pre></div><h2 id="streamlit"><a href="#streamlit" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Streamlit</h2><p>Next, we’ll create a Streamlit dashboard to package up these queries. We’ll visualize the results using Plotly, which you can install using:</p><p>pip install streamlit plotly</p><p>I’ve created a Streamlit app in the file <a target="_blank" rel="noopener noreferrer" href="https://github.com/mneedham/mastodon-stream/blob/main/app.py"> [...]
\ No newline at end of file
+</span></code></pre></div><h2 id="streamlit"><a href="#streamlit" aria-hidden="true" tabindex="-1"><span class="icon icon-link"></span></a>Streamlit</h2><p>Next, we’ll create a Streamlit dashboard to package up these queries. We’ll visualize the results using Plotly, which you can install using:</p><p>pip install streamlit plotly</p><p>I’ve created a Streamlit app in the file <a target="_blank" rel="noopener noreferrer" href="https://github.com/mneedham/mastodon-stream/blob/main/app.py"> [...]
\ No newline at end of file
diff --git a/blog/2023/06/01/real-time-mastodon-usage-with-apache-kafka-apache-pinot-and-streamlit/index.txt b/blog/2023/06/01/real-time-mastodon-usage-with-apache-kafka-apache-pinot-and-streamlit/index.txt
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</span><span class="code-line"> <span class="token property">"taskTypeConfigsMap"</span><span class="token operator">:</span> <span class="token punctuation">{</span>
</span><span class="code-line"> <span class="token property">"UpsertCompactionTask"</span><span class="token operator">:</span> <span class="token punctuation">{</span>
</span><span class="code-line"> <span class="token property">"schedule"</span><span class="token operator">:</span> <span class="token string">"0 */5 * ? * *"</span><span class="token punctuation">,</span>
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-</span></code></pre></div><p>All the configs above (excluding schedule) determine which completed segments are selected for compaction.</p><p>bufferTimePeriod is the amount of time that has elapsed since the segment was consuming. In the example above, this has been set to “7d” which means that any segment that was completed over 7 days ago may be eligible for compaction. However, if you want to ensure that segments are compacted without any additional delay this config can be set to “0d [...]
\ No newline at end of file
+</span></code></pre></div><p>All the configs above (excluding schedule) determine which completed segments are selected for compaction.</p><p>bufferTimePeriod is the amount of time that has elapsed since the segment was consuming. In the example above, this has been set to “7d” which means that any segment that was completed over 7 days ago may be eligible for compaction. However, if you want to ensure that segments are compacted without any additional delay this config can be set to “0d [...]
\ No newline at end of file
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</span><span class="code-line"> <span class="token property">"taskTypeConfigsMap"</span><span class="token operator">:</span> <span class="token punctuation">{</span>
</span><span class="code-line"> <span class="token property">"UpsertCompactionTask"</span><span class="token operator">:</span> <span class="token punctuation">{</span>
</span><span class="code-line"> <span class="token property">"schedule"</span><span class="token operator">:</span> <span class="token string">"0 */5 * ? * *"</span><span class="token punctuation">,</span>
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\ No newline at end of file
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\ No newline at end of file
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