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Posted to commits@fluss.apache.org by gi...@apache.org on 2026/10/01 08:17:25 UTC
(fluss-website) branch asf-site updated: Deploy website - based on 23f2ec514d78ae615924ccef53104b7b46db635b
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new 7e6ab69e9d Deploy website - based on 23f2ec514d78ae615924ccef53104b7b46db635b
7e6ab69e9d is described below
commit 7e6ab69e9d9c6c059ac91b2db4d5c7a82513a8ec
Author: gh-actions <ac...@github.com>
AuthorDate: Thu Oct 1 08:17:16 2026 +0000
Deploy website - based on 23f2ec514d78ae615924ccef53104b7b46db635b
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docs/next/apis/cpp/installation/index.html | 8 +--
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.../apis/rust/example/prefix-lookup/index.html | 8 +--
.../rust/example/primary-key-tables/index.html | 10 ++--
docs/next/apis/rust/installation/index.html | 8 +--
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docs/next/engine-flink/ddl/index.html | 8 +--
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docs/next/engine-spark/ddl/index.html | 8 +--
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docs/next/engine-spark/writes/index.html | 8 +--
docs/next/gateway/index.html | 8 +--
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.../deploying-with-docker/index.html | 8 +--
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.../tiered-storage/filesystems/overview/index.html | 8 +--
.../tiered-storage/filesystems/s3/index.html | 8 +--
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.../tiered-storage/remote-storage/index.html | 8 +--
docs/next/quickstart/flink/index.html | 10 ++--
docs/next/quickstart/gateway-lakehouse/index.html | 12 ++--
docs/next/quickstart/lakehouse/index.html | 10 ++--
docs/next/quickstart/page_user_profile/index.html | 8 +--
docs/next/quickstart/security/index.html | 10 ++--
docs/next/security/authentication/index.html | 8 +--
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docs/next/security/overview/index.html | 8 +--
docs/next/security/secrets/index.html | 8 +--
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.../datalake-catalogs/polaris/index.html | 8 +--
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.../datalake-formats/lance/index.html | 12 ++--
.../datalake-formats/paimon/index.html | 12 ++--
docs/next/streaming-lakehouse/overview/index.html | 61 +++++++-------------
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.../next/streaming-lakehouse/union-read/index.html | 12 ++--
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docs/table-design/table-types/pk-table/index.html | 6 +-
docs/table-design/virtual-tables/index.html | 6 +-
downloads/index.html | 6 +-
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learn/talks/index.html | 12 ++--
learn/videos/index.html | 6 +-
roadmap/index.html | 6 +-
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sw.js | 2 +-
user-stories/alibaba-cloud/index.html | 8 +--
user-stories/alibaba/index.html | 6 +-
user-stories/ant-group/index.html | 6 +-
user-stories/cisco/index.html | 10 ++--
user-stories/doris/index.html | 6 +-
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user-stories/index.html | 10 ++--
user-stories/iqiyi/index.html | 6 +-
user-stories/jd/index.html | 6 +-
user-stories/rednote/index.html | 6 +-
user-stories/ververica/index.html | 8 +--
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
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diff --git a/compare/kafka/index.html b/compare/kafka/index.html
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--- a/compare/kafka/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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@@ -112,7 +112,7 @@ source of truth with sub-second freshness. Lance is supported as a tiering
target for AI / vector workloads (Union Read on Lance is on the roadmap).</li>
</ul>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="side-by-side">Side-by-side<a href="#side-by-side" class="hash-link" aria-label="Direct link to Side-by-side" title="Direct link to Side-by-side" translate="no"></a></h2>
-<table><thead><tr><th>Dimension</th><th>Apache Kafka</th><th>Apache Fluss</th></tr></thead><tbody><tr><td><strong>Positioning</strong></td><td>Distributed event streaming platform / durable commit log</td><td>Streaming storage for real-time analytics, AI/ML, and the lakehouse</td></tr><tr><td><strong>Storage model</strong></td><td>Append-only row log</td><td>Columnar Arrow log & KV index; tiers to Paimon · Iceberg · Lance</td></tr><tr><td><strong>Logical unit</strong></td><td>Topic ( [...]
+<table><thead><tr><th>Dimension</th><th>Apache Kafka</th><th>Apache Fluss</th></tr></thead><tbody><tr><td><strong>Positioning</strong></td><td>Distributed event streaming platform / durable commit log</td><td>Streaming storage for real-time analytics, AI/ML, and the lakehouse</td></tr><tr><td><strong>Storage model</strong></td><td>Append-only row log</td><td>Columnar Arrow log & KV index; tiers to Paimon · Iceberg · Lance</td></tr><tr><td><strong>Logical unit</strong></td><td>Topic ( [...]
<p>Ready to try Fluss? <a class="" href="/docs/quickstart/flink/">Get started with the Flink quickstart</a>,
or read the <a class="" href="/docs/concepts/architecture/">architecture overview</a>.</p></article></div><div class="col col--2"><div class="tableOfContents_bqdL thin-scrollbar"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#tldr" class="table-of-contents__link toc-highlight">TL;DR</a></li><li><a href="#the-real-distinction" class="table-of-contents__link toc-highlight">The real distinction</a></li><li><a href="#when-kafka-is-the-right-tool" class="table-of-c [...]
<p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p></div></div></div></footer></div>
diff --git a/docs/0.5/concepts/architecture/index.html b/docs/0.5/concepts/architecture/index.html
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<p>Fluss has a rich set of features and native data types available to users. The following tables summarize the features available across various Fluss clients.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="data-operations">Data Operations<a href="#data-operations" class="hash-link" aria-label="Direct link to Data Operations" title="Direct link to Data Operations" translate="no"></a></h2>
<p>These data operations are available under TableAppend, TableScan, TableUpsert and TableLookup interfaces.</p>
-<table><thead><tr><th>Table Type</th><th>Operations</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>Log</td><td>Append</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Log</td><td>Typed Append</td><td>✔️</td><td></td><td></td><td></td></tr><tr><td>Log</td><td>Scan</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Log</td><td>Scan with Projection</td><td>✔️< [...]
+<table><thead><tr><th>Table Type</th><th>Operations</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>Log</td><td>Append</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Log</td><td>Typed Append</td><td>✔️</td><td></td><td></td><td></td></tr><tr><td>Log</td><td>Scan</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Log</td><td>Scan with Projection</td><td>✔️< [...]
<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.6 [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="data-types">Data Types<a href="#data-types" class="hash-link" aria-label="Direct link to Data Types" title="Direct link to Data Types" translate="no"></a></h2>
<p>Client support for Fluss data types are as follows:</p>
-<table><thead><tr><th>DataType</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>BOOLEAN</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>TINYINT</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>SMALLINT</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>INT</td><td>✔ ️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>BIGINT</td><td>✔️</td><td>✔️ [...]
+<table><thead><tr><th>DataType</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>BOOLEAN</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>TINYINT</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>SMALLINT</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>INT</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>BIGINT</td><td>✔️</td><td>✔️</ [...]
<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.6 [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="admin-operations">Admin Operations<a href="#admin-operations" class="hash-link" aria-label="Direct link to Admin Operations" title="Direct link to Admin Operations" translate="no"></a></h2>
<p>Admin operations are available under FlussAdmin interface.</p>
<table><thead><tr><th>Entity</th><th>Operations</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>Database</td><td>CreateDatabase</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Database</td><td>DropDatabase</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Database</td><td>DatabaseExists</td><td>✔️</td><td>✔️</td><td>✔️</td><td>✔️</td></tr><tr><td>Database< [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="data-lake-formats">Data Lake Formats<a href="#data-lake-formats" class="hash-link" aria-label="Direct link to Data Lake Formats" title="Direct link to Data Lake Formats" translate="no"></a></h2>
<table><thead><tr><th>Format</th><th><a class="" href="/docs/next/apis/java/">Java Client</a></th><th>Rust Client</th><th>Python Client</th><th>C++ Client</th></tr></thead><tbody><tr><td>Iceberg</td><td>✔️</td><td></td><td></td><td></td></tr><tr><td>Lance</td><td>✔️</td><td>✔️</td><td></td><td></td></tr><tr><td>Paimon</td><td>✔️</td><td></td><td></td><td></td></tr></tbody></table>
-<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.6 [...]
+<div class="theme-admonition theme-admonition-tip admonition_xJq3 alert alert--success"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.6 [...]
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diff --git a/docs/next/apis/cpp/api-reference/index.html b/docs/next/apis/cpp/api-reference/index.html
index 614504c816..de5f377f27 100644
--- a/docs/next/apis/cpp/api-reference/index.html
+++ b/docs/next/apis/cpp/api-reference/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Complete API reference for the Fluss C++ client.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="result"><code>Result</code><a href="#result" class="hash-link" aria-label="Direct link to result" title="Direct link to result" translate="no"></a></h2>
<table><thead><tr><th>Field / Method</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>error_code</code></td><td><code>int32_t</code></td><td>0 for success, non-zero for errors</td></tr><tr><td><code>error_message</code></td><td><code>std::string</code></td><td>Human-readable error description</td></tr><tr><td><code>Ok()</code></td><td><code>bool</code></td><td>Returns <code>true</code> if operation succeeded (<code>error_code == 0</code>)</td></tr></tbody></table>
@@ -136,7 +136,7 @@
<table><thead><tr><th>Method</th><th>Description</th></tr></thead><tbody><tr><td><code>NewBuilder() -> Schema::Builder</code></td><td>Create a new schema builder</td></tr><tr><td><code>FromArrow(std::shared_ptr<arrow::Schema> schema, std::vector<std::string> primary_keys = {}) -> Schema</code></td><td>Build a schema from an existing Arrow schema (escape hatch; prefer <code>DataType::Map</code> / <code>DataType::Row</code>)</td></tr></tbody></table>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="schemabuilder"><code>Schema::Builder</code><a href="#schemabuilder" class="hash-link" aria-label="Direct link to schemabuilder" title="Direct link to schemabuilder" translate="no"></a></h2>
<table><thead><tr><th>Method</th><th>Description</th></tr></thead><tbody><tr><td><code>AddColumn(const std::string& name, const DataType& type) -> Builder&</code></td><td>Add a column</td></tr><tr><td><code>SetPrimaryKeys(const std::vector<std::string>& keys) -> Builder&</code></td><td>Set primary key columns</td></tr><tr><td><code>SetAutoIncrementColumn(std::string column) -> Builder&</code></td><td>Set the auto increment column. Must be an <code>I [...]
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="tabledescriptor"><code>TableDescriptor</code><a href="#tabledescriptor" class="hash-link" aria-label="Direct link to tabledescriptor" title="Direct link to tabledescriptor" translate="no"></a></h2>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="tabledescriptor"><code>TableDescriptor</code><a href="#tabledescriptor" class="hash-link" aria-label="Direct link to tabledescriptor" title="Direct link to tabledescriptor" translate="no"> </a></h2>
<table><thead><tr><th>Method</th><th>Description</th></tr></thead><tbody><tr><td><code>NewBuilder() -> TableDescriptor::Builder</code></td><td>Create a new table descriptor builder</td></tr></tbody></table>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="tabledescriptorbuilder"><code>TableDescriptor::Builder</code><a href="#tabledescriptorbuilder" class="hash-link" aria-label="Direct link to tabledescriptorbuilder" title="Direct link to tabledescriptorbuilder" translate="no"></a></h2>
<table><thead><tr><th>Method</th><th>Description</th></tr></thead><tbody><tr><td><code>SetSchema(const Schema& schema) -> Builder&</code></td><td>Set the table schema</td></tr><tr><td><code>SetPartitionKeys(const std::vector<std::string>& keys) -> Builder&</code></td><td>Set partition key columns</td></tr><tr><td><code>SetBucketCount(int32_t count) -> Builder&</code></td><td>Set the number of buckets</td></tr><tr><td><code>SetBucketKeys(const std::vecto [...]
diff --git a/docs/next/apis/cpp/data-types/index.html b/docs/next/apis/cpp/data-types/index.html
index 2b2c548f0b..a243c894c8 100644
--- a/docs/next/apis/cpp/data-types/index.html
+++ b/docs/next/apis/cpp/data-types/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="schema-datatypes">Schema DataTypes<a href="#schema-datatypes" class="hash-link" aria-label="Direct link to Schema DataTypes" title="Direct link to Schema DataTypes" translate="no"></a></h2>
<table><thead><tr><th>DataType</th><th>Description</th></tr></thead><tbody><tr><td><code>DataType::Boolean()</code></td><td>Boolean value</td></tr><tr><td><code>DataType::TinyInt()</code></td><td>8-bit signed integer</td></tr><tr><td><code>DataType::SmallInt()</code></td><td>16-bit signed integer</td></tr><tr><td><code>DataType::Int()</code></td><td>32-bit signed integer</td></tr><tr><td><code>DataType::BigInt()</code></td><td>64-bit signed integer</td></tr><tr><td><code>DataType::Float( [...]
<p><code>MAP</code> / <code>ROW</code> columns (and arrays nesting them) compose to any depth — see
@@ -94,7 +94,7 @@ natively and stage values with the compound setters (<code>SetValueRow</code> /
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">auto</span><span class="token plain"> row </span><span class="token op [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="reading-field-values">Reading Field Values<a href="#reading-field-values" class="hash-link" aria-label="Direct link to Reading Field Values" title="Direct link to Reading Field Values" translate="no"></a></h2>
<p>Field values are read through <code>RowView</code> (from scan results) and <code>LookupResult</code> (from lookups), not through <code>GenericRow</code>. Both provide the same getter interface with zero-copy access to string and bytes data.</p>
-<p><code>ScanRecord</code> is a value type — it can be freely copied, stored, and accumulated across multiple <code>Poll()</code> calls via reference counting.</p>
+<p><code>ScanRecord</code> is a value type — it can be freely copied, stored, and accumulated across multiple <code>Poll()</code> calls via reference counting.</p>
<div class="theme-admonition theme-admonition-note admonition_xJq3 alert alert--secondary"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.6 [...]
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token comment" style="color:#64748B;font-style:italic">// ScanRecord is a value type — safe to store and ac [...]
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="from-scan-results-rowview">From Scan Results (RowView)<a href="#from-scan-results-rowview" class="hash-link" aria-label="Direct link to From Scan Results (RowView)" title="Direct link to From Scan Results (RowView)" translate="no"></a></h3>
diff --git a/docs/next/apis/cpp/error-handling/index.html b/docs/next/apis/cpp/error-handling/index.html
index aba39224b7..d2a5eb6cb2 100644
--- a/docs/next/apis/cpp/error-handling/index.html
+++ b/docs/next/apis/cpp/error-handling/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>All C++ client operations return a <code>fluss::Result</code> struct instead of throwing exceptions. This gives you explicit control over error handling.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="the-result-struct">The <code>Result</code> Struct<a href="#the-result-struct" class="hash-link" aria-label="Direct link to the-result-struct" title="Direct link to the-result-struct" translate="no"></a></h2>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token macro property directive-hash" style="color:#12325C">#</span><span class="token macro property direct [...]
diff --git a/docs/next/apis/cpp/example/admin-operations/index.html b/docs/next/apis/cpp/example/admin-operations/index.html
index d7047ec1a3..3e4e2c53ae 100644
--- a/docs/next/apis/cpp/example/admin-operations/index.html
+++ b/docs/next/apis/cpp/example/admin-operations/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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<body>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="get-admin-interface">Get Admin Interface<a href="#get-admin-interface" class="hash-link" aria-label="Direct link to Get Admin Interface" title="Direct link to Get Admin Interface" translate="no"></a></h2>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token plain">fluss</span><span class="token double-colon punctuation" style="color:#475569">::</span><span [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="database-operations">Database Operations<a href="#database-operations" class="hash-link" aria-label="Direct link to Database Operations" title="Direct link to Database Operations" translate="no"></a></h2>
diff --git a/docs/next/apis/cpp/example/configuration/index.html b/docs/next/apis/cpp/example/configuration/index.html
index d19996a32f..5d3cdeae8c 100644
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="connection-setup">Connection Setup<a href="#connection-setup" class="hash-link" aria-label="Direct link to Connection Setup" title="Direct link to Connection Setup" translate="no"></a></h2>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token macro property directive-hash" style="color:#12325C">#</span><span class="token macro property direct [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="connection-configurations">Connection Configurations<a href="#connection-configurations" class="hash-link" aria-label="Direct link to Connection Configurations" title="Direct link to Connection Configurations" translate="no"></a></h2>
diff --git a/docs/next/apis/cpp/example/index.html b/docs/next/apis/cpp/example/index.html
index 6fe993a786..f79dedf718 100644
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Minimal working example: connect to Fluss, create a table, write data, and read it back.</p>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token macro property directive-hash" style="color:#12325C">#</span><span class="token macro property direct [...]
<p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p></div></div></div></footer></div>
diff --git a/docs/next/apis/cpp/example/log-tables/index.html b/docs/next/apis/cpp/example/log-tables/index.html
index 353c2e659e..94fb741417 100644
--- a/docs/next/apis/cpp/example/log-tables/index.html
+++ b/docs/next/apis/cpp/example/log-tables/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Log tables are append-only tables without primary keys, suitable for event streaming.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-log-table">Creating a Log Table<a href="#creating-a-log-table" class="hash-link" aria-label="Direct link to Creating a Log Table" title="Direct link to Creating a Log Table" translate="no"></a></h2>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">auto</span><span class="token plain"> schema </span><span class="token [...]
diff --git a/docs/next/apis/cpp/example/partitioned-tables/index.html b/docs/next/apis/cpp/example/partitioned-tables/index.html
index a1a542ee79..a6d53f7f1f 100644
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Partitioned tables distribute data across partitions based on partition column values, enabling efficient data organization and querying. Both log tables and primary key tables support partitioning.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="partitioned-log-tables">Partitioned Log Tables<a href="#partitioned-log-tables" class="hash-link" aria-label="Direct link to Partitioned Log Tables" title="Direct link to Partitioned Log Tables" translate="no"></a></h2>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-partitioned-log-table">Creating a Partitioned Log Table<a href="#creating-a-partitioned-log-table" class="hash-link" aria-label="Direct link to Creating a Partitioned Log Table" title="Direct link to Creating a Partitioned Log Table" translate="no"></a></h3>
diff --git a/docs/next/apis/cpp/example/prefix-lookup/index.html b/docs/next/apis/cpp/example/prefix-lookup/index.html
index 4bc64769f2..78db7be28b 100644
--- a/docs/next/apis/cpp/example/prefix-lookup/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
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+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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<p>Prefix lookup returns all rows whose primary key starts with a given prefix. It is enabled by choosing a <strong>bucket key that is a strict prefix of the primary key</strong> — rows sharing the same bucket-key prefix land in the same bucket, so one bucket lookup returns them all.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="table-requirements">Table Requirements<a href="#table-requirements" class="hash-link" aria-label="Direct link to Table Requirements" title="Direct link to Table Requirements" translate="no"></a></h2>
<ul>
diff --git a/docs/next/apis/cpp/example/primary-key-tables/index.html b/docs/next/apis/cpp/example/primary-key-tables/index.html
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<meta name="theme-color" content="#102856">
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<p>Primary key tables (KV tables) support upsert, delete, and lookup operations.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-primary-key-table">Creating a Primary Key Table<a href="#creating-a-primary-key-table" class="hash-link" aria-label="Direct link to Creating a Primary Key Table" title="Direct link to Creating a Primary Key Table" translate="no"></a></h2>
<div class="language-cpp codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-cpp codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">auto</span><span class="token plain"> schema </span><span class="token [...]
diff --git a/docs/next/apis/cpp/installation/index.html b/docs/next/apis/cpp/installation/index.html
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<p>The C++ bindings are not yet published as a package. You need to build from source.</p>
<p><strong>Prerequisites:</strong> CMake 3.22+, C++17 compiler, Rust 1.85+, Apache Arrow C++ library</p>
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token function" style="color:#7C3AED">git</span><span class="token plain"> clone https://github.com/apach [...]
diff --git a/docs/next/apis/index.html b/docs/next/apis/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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<p><a href="https://fluss.apache.org/" target="_blank" rel="noopener noreferrer" class="">Apache Fluss</a> is a streaming storage system built for real-time analytics, serving as the real-time data layer for Lakehouse architectures.</p>
<p>This documentation covers the <strong>Fluss client libraries</strong> for <a class="" href="/docs/next/apis/java/">Java</a>, Rust, Python, and C++, which are developed in the <a href="https://github.com/apache/fluss" target="_blank" rel="noopener noreferrer" class="">Apache Fluss</a> repository. These clients allow you to:</p>
<ul>
diff --git a/docs/next/apis/java/index.html b/docs/next/apis/java/index.html
index d5dbc54f9a..f4a2b42d6a 100644
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="overview">Overview<a href="#overview" class="hash-link" aria-label="Direct link to Overview" title="Direct link to Overview" translate="no"></a></h2>
<p>Fluss <code>Admin</code> API that supports asynchronous operations for managing and inspecting Fluss resources. It communicates with the Fluss cluster and provides methods for:</p>
<ul>
diff --git a/docs/next/apis/python/api-reference/index.html b/docs/next/apis/python/api-reference/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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<p>Complete API reference for the Fluss Python client.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="config"><code>Config</code><a href="#config" class="hash-link" aria-label="Direct link to config" title="Direct link to config" translate="no"></a></h2>
<table><thead><tr><th>Method / Property</th><th>Config Key</th><th>Description</th></tr></thead><tbody><tr><td><code>Config(properties: dict = None)</code></td><td></td><td>Create config from a dict of key-value pairs</td></tr><tr><td><code>bootstrap_servers</code></td><td><code>bootstrap.servers</code></td><td>Get/set coordinator server address</td></tr><tr><td><code>writer_request_max_size</code></td><td><code>writer.request-max-size</code></td><td>Get/set max request size in bytes</td [...]
diff --git a/docs/next/apis/python/data-types/index.html b/docs/next/apis/python/data-types/index.html
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The Python client uses PyArrow types for schema definitions:</p>
<table><thead><tr><th>PyArrow Type</th><th>Fluss Type</th><th>Python Type</th></tr></thead><tbody><tr><td><code>pa.bool_()</code></td><td>Boolean</td><td><code>bool</code></td></tr><tr><td><code>pa.int8()</code> / <code>int16()</code> / <code>int32()</code> / <code>int64()</code></td><td>TinyInt / SmallInt / Int / BigInt</td><td><code>int</code></td></tr><tr><td><code>pa.float32()</code> / <code>float64()</code></td><td>Float / Double</td><td><code>float</code></td></tr><tr><td><code>pa. [...]
<p>All Python native types (<code>date</code>, <code>time</code>, <code>datetime</code>, <code>Decimal</code>) work when appending rows via dicts.</p>
diff --git a/docs/next/apis/python/error-handling/index.html b/docs/next/apis/python/error-handling/index.html
index 12cb09e014..fbe1f53655 100644
--- a/docs/next/apis/python/error-handling/index.html
+++ b/docs/next/apis/python/error-handling/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The client raises <code>fluss.FlussError</code> for all Fluss-specific errors. Each error carries a <code>message</code> and an <code>error_code</code>.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="basic-usage">Basic Usage<a href="#basic-usage" class="hash-link" aria-label="Direct link to Basic Usage" title="Direct link to Basic Usage" translate="no"></a></h2>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">import</span><span class="token plain"> fluss</span><br></div><d [...]
diff --git a/docs/next/apis/python/example/admin-operations/index.html b/docs/next/apis/python/example/admin-operations/index.html
index 5c793a1e8e..948aa0b4a4 100644
--- a/docs/next/apis/python/example/admin-operations/index.html
+++ b/docs/next/apis/python/example/admin-operations/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
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<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token plain">admin </span><span class="token operator" style="color:#475569">=</span><span class="tok [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="databases">Databases<a href="#databases" class="hash-link" aria-label="Direct link to Databases" title="Direct link to Databases" translate="no"></a></h2>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">await</span><span class="token plain"> admin</span><span class=" [...]
diff --git a/docs/next/apis/python/example/configuration/index.html b/docs/next/apis/python/example/configuration/index.html
index e77d852021..b3c641e197 100644
--- a/docs/next/apis/python/example/configuration/index.html
+++ b/docs/next/apis/python/example/configuration/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="connection-setup">Connection Setup<a href="#connection-setup" class="hash-link" aria-label="Direct link to Connection Setup" title="Direct link to Connection Setup" translate="no"></a></h2>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">import</span><span class="token plain"> fluss</span><br></div><d [...]
<p>The connection also supports async context managers:</p>
diff --git a/docs/next/apis/python/example/index.html b/docs/next/apis/python/example/index.html
index 5dcdf703eb..5723d69337 100644
--- a/docs/next/apis/python/example/index.html
+++ b/docs/next/apis/python/example/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Minimal working example: connect to Fluss, create a table, write data, and read it back.</p>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">import</span><span class="token plain"> asyncio</span><br></div> [...]
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diff --git a/docs/next/apis/python/example/log-tables/index.html b/docs/next/apis/python/example/log-tables/index.html
index 6f89a2e4ac..ef89978e1f 100644
--- a/docs/next/apis/python/example/log-tables/index.html
+++ b/docs/next/apis/python/example/log-tables/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Log tables are append-only tables without primary keys, suitable for event streaming.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-log-table">Creating a Log Table<a href="#creating-a-log-table" class="hash-link" aria-label="Direct link to Creating a Log Table" title="Direct link to Creating a Log Table" translate="no"></a></h2>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">import</span><span class="token plain"> pyarrow </span><span cla [...]
diff --git a/docs/next/apis/python/example/partitioned-tables/index.html b/docs/next/apis/python/example/partitioned-tables/index.html
index b40e814d5a..20b98943ba 100644
--- a/docs/next/apis/python/example/partitioned-tables/index.html
+++ b/docs/next/apis/python/example/partitioned-tables/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
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</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Partitioned tables distribute data across partitions based on column values. Partitions must exist before writing data, otherwise the client will by default retry indefinitely.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-and-managing-partitions">Creating and Managing Partitions<a href="#creating-and-managing-partitions" class="hash-link" aria-label="Direct link to Creating and Managing Partitions" title="Direct link to Creating and Managing Partitions" translate="no"></a></h2>
<div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">import</span><span class="token plain"> pyarrow </span><span cla [...]
diff --git a/docs/next/apis/python/example/primary-key-tables/index.html b/docs/next/apis/python/example/primary-key-tables/index.html
index a79b28d542..81e82aa1b3 100644
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+++ b/docs/next/apis/python/example/primary-key-tables/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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</head>
<body>
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<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Primary key tables support upsert, delete, and point lookup operations.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-primary-key-table">Creating a Primary Key Table<a href="#creating-a-primary-key-table" class="hash-link" aria-label="Direct link to Creating a Primary Key Table" title="Direct link to Creating a Primary Key Table" translate="no"></a></h2>
<p>Pass <code>primary_keys</code> to <code>fluss.Schema</code>:</p>
diff --git a/docs/next/apis/python/installation/index.html b/docs/next/apis/python/installation/index.html
index 6b09277dda..ef0430f6cc 100644
--- a/docs/next/apis/python/installation/index.html
+++ b/docs/next/apis/python/installation/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token plain">pip </span><span class="token function" style="color:#7C3AED">install</span><span class="tok [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="building-from-source-optional">Building From Source (Optional)<a href="#building-from-source-optional" class="hash-link" aria-label="Direct link to Building From Source (Optional)" title="Direct link to Building From Source (Optional)" translate="no"></a></h2>
<p><strong>Prerequisites:</strong> Python 3.9+, Rust 1.85+</p>
diff --git a/docs/next/apis/rust/api-reference/index.html b/docs/next/apis/rust/api-reference/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Complete API reference for the Fluss Rust client.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="config"><code>Config</code><a href="#config" class="hash-link" aria-label="Direct link to config" title="Direct link to config" translate="no"></a></h2>
<table><thead><tr><th>Field</th><th>Type</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>bootstrap_servers</code></td><td><code>String</code></td><td><code>"127.0.0.1:9123"</code></td><td>Coordinator server address</td></tr><tr><td><code>writer_request_max_size</code></td><td><code>i32</code></td><td><code>10485760</code> (10 MB)</td><td>Maximum request size in bytes</td></tr><tr><td><code>writer_acks</code></td><td><code>String</code></td><td><code>&q [...]
diff --git a/docs/next/apis/rust/data-types/index.html b/docs/next/apis/rust/data-types/index.html
index 7878c91c8a..c8aab175ed 100644
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<table><thead><tr><th>Fluss Type</th><th>Rust Type</th><th>Getter</th><th>Setter</th></tr></thead><tbody><tr><td><code>BOOLEAN</code></td><td><code>bool</code></td><td><code>get_boolean()</code></td><td><code>set_field(idx, bool)</code></td></tr><tr><td><code>TINYINT</code></td><td><code>i8</code></td><td><code>get_byte()</code></td><td><code>set_field(idx, i8)</code></td></tr><tr><td><code>SMALLINT</code></td><td><code>i16</code></td><td><code>get_short()</code></td><td><code>set_field( [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="constructing-special-types">Constructing Special Types<a href="#constructing-special-types" class="hash-link" aria-label="Direct link to Constructing Special Types" title="Direct link to Constructing Special Types" translate="no"></a></h2>
<p>Primitive types (<code>bool</code>, <code>i8</code>, <code>i16</code>, <code>i32</code>, <code>i64</code>, <code>f32</code>, <code>f64</code>, <code>&str</code>, <code>&[u8]</code>) can be passed directly to <code>set_field</code>. The following types require explicit construction:</p>
diff --git a/docs/next/apis/rust/error-handling/index.html b/docs/next/apis/rust/error-handling/index.html
index b346e3bb5c..967cc0c459 100644
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The Fluss Rust client uses a unified <code>Error</code> type and a <code>Result<T></code> alias for all fallible operations.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="basic-usage">Basic Usage<a href="#basic-usage" class="hash-link" aria-label="Direct link to Basic Usage" title="Direct link to Basic Usage" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
diff --git a/docs/next/apis/rust/example/admin-operations/index.html b/docs/next/apis/rust/example/admin-operations/index.html
index d2b8414950..7e8691f938 100644
--- a/docs/next/apis/rust/example/admin-operations/index.html
+++ b/docs/next/apis/rust/example/admin-operations/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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<body>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="get-admin-interface">Get Admin Interface<a href="#get-admin-interface" class="hash-link" aria-label="Direct link to Get Admin Interface" title="Direct link to Get Admin Interface" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">let</span><span class="token plain"> admin </span><span class="token [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="database-operations">Database Operations<a href="#database-operations" class="hash-link" aria-label="Direct link to Database Operations" title="Direct link to Database Operations" translate="no"></a></h2>
diff --git a/docs/next/apis/rust/example/configuration/index.html b/docs/next/apis/rust/example/configuration/index.html
index c77fcf38cf..7dc03a5c3f 100644
--- a/docs/next/apis/rust/example/configuration/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="connection-setup">Connection Setup<a href="#connection-setup" class="hash-link" aria-label="Direct link to Connection Setup" title="Direct link to Connection Setup" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="connection-configurations">Connection Configurations<a href="#connection-configurations" class="hash-link" aria-label="Direct link to Connection Configurations" title="Direct link to Connection Configurations" translate="no"></a></h2>
diff --git a/docs/next/apis/rust/example/index.html b/docs/next/apis/rust/example/index.html
index d49ae3b86b..cd947b5777 100644
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Minimal working examples: connect to Fluss, create a table, write data, and read it back.</p>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
<p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p></div></div></div></footer></div>
diff --git a/docs/next/apis/rust/example/log-tables/index.html b/docs/next/apis/rust/example/log-tables/index.html
index b3aa842001..630bb37c8a 100644
--- a/docs/next/apis/rust/example/log-tables/index.html
+++ b/docs/next/apis/rust/example/log-tables/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Log tables are append-only tables without primary keys, suitable for event streaming.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-log-table">Creating a Log Table<a href="#creating-a-log-table" class="hash-link" aria-label="Direct link to Creating a Log Table" title="Direct link to Creating a Log Table" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
diff --git a/docs/next/apis/rust/example/partitioned-tables/index.html b/docs/next/apis/rust/example/partitioned-tables/index.html
index 520350f9ae..05ea3eebb4 100644
--- a/docs/next/apis/rust/example/partitioned-tables/index.html
+++ b/docs/next/apis/rust/example/partitioned-tables/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Partitioned tables distribute data across partitions based on partition column values, enabling efficient data organization and querying. Both log tables and primary key tables support partitioning.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="partitioned-log-tables">Partitioned Log Tables<a href="#partitioned-log-tables" class="hash-link" aria-label="Direct link to Partitioned Log Tables" title="Direct link to Partitioned Log Tables" translate="no"></a></h2>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-partitioned-log-table">Creating a Partitioned Log Table<a href="#creating-a-partitioned-log-table" class="hash-link" aria-label="Direct link to Creating a Partitioned Log Table" title="Direct link to Creating a Partitioned Log Table" translate="no"></a></h3>
diff --git a/docs/next/apis/rust/example/prefix-lookup/index.html b/docs/next/apis/rust/example/prefix-lookup/index.html
index 70f3256758..43cd90be67 100644
--- a/docs/next/apis/rust/example/prefix-lookup/index.html
+++ b/docs/next/apis/rust/example/prefix-lookup/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
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<p>Prefix lookup returns all rows whose primary key starts with a given prefix. It's enabled by choosing a <strong>bucket key that is a strict prefix of the primary key</strong> — rows sharing the same bucket-key prefix land in the same bucket, so one bucket lookup returns them all.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="table-requirements">Table Requirements<a href="#table-requirements" class="hash-link" aria-label="Direct link to Table Requirements" title="Direct link to Table Requirements" translate="no"></a></h2>
<ul>
diff --git a/docs/next/apis/rust/example/primary-key-tables/index.html b/docs/next/apis/rust/example/primary-key-tables/index.html
index 46767c3bcd..760045d4ec 100644
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+++ b/docs/next/apis/rust/example/primary-key-tables/index.html
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<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
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+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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</head>
<body>
<svg style="display: none;"><defs>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Primary key tables (KV tables) support upsert, delete, and lookup operations.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="creating-a-primary-key-table">Creating a Primary Key Table<a href="#creating-a-primary-key-table" class="hash-link" aria-label="Direct link to Creating a Primary Key Table" title="Direct link to Creating a Primary Key Table" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="upserting-records">Upserting Records<a href="#upserting-records" class="hash-link" aria-label="Direct link to Upserting Records" title="Direct link to Upserting Records" translate="no"></a></h2>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">use</span><span class="token plain"> </span><span class="token names [...]
-<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="updating-records">Updating Records<a href="#updating-records" class="hash-link" aria-label="Direct link to Updating Records" title="Direct link to Updating Records" translate="no"> </a></h2>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="updating-records">Updating Records<a href="#updating-records" class="hash-link" aria-label="Direct link to Updating Records" title="Direct link to Updating Records" translate="no"></a></h2>
<p>Upsert with the same primary key to update an existing record.</p>
<div class="language-rust codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-rust codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">let</span><span class="token plain"> </span><span class="token keywo [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="deleting-records">Deleting Records<a href="#deleting-records" class="hash-link" aria-label="Direct link to Deleting Records" title="Direct link to Deleting Records" translate="no"></a></h2>
diff --git a/docs/next/apis/rust/installation/index.html b/docs/next/apis/rust/installation/index.html
index 80339ca8d8..b102e0447f 100644
--- a/docs/next/apis/rust/installation/index.html
+++ b/docs/next/apis/rust/installation/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The Fluss Rust client is published to <a href="https://crates.io/crates/fluss-rs" target="_blank" rel="noopener noreferrer" class="">crates.io</a> as <code>fluss-rs</code>. The crate's library name is <code>fluss</code>, so you import it with <code>use fluss::...</code>.</p>
<div class="language-toml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-toml codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token punctuation" style="color:#475569">[</span><span class="token table class-name" style="color:#7C3AE [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="feature-flags">Feature Flags<a href="#feature-flags" class="hash-link" aria-label="Direct link to Feature Flags" title="Direct link to Feature Flags" translate="no"></a></h2>
diff --git a/docs/next/apis/rust/metrics/index.html b/docs/next/apis/rust/metrics/index.html
index daf1fac6a9..0c76e5d615 100644
--- a/docs/next/apis/rust/metrics/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The Fluss Rust client is instrumented with client-side metrics for the connection
layer, the write pipeline, and the read (scanner) pipeline. Metrics are emitted
through the <a href="https://docs.rs/metrics" target="_blank" rel="noopener noreferrer" class=""><code>metrics</code></a> crate facade, so collecting them is
diff --git a/docs/next/concepts/architecture/index.html b/docs/next/concepts/architecture/index.html
index ea61b27700..f1548ecd1e 100644
--- a/docs/next/concepts/architecture/index.html
+++ b/docs/next/concepts/architecture/index.html
@@ -3,7 +3,7 @@
<head>
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.10.2">
-<title data-rh="true">Architecture | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content="https://fluss. [...]
+<title data-rh="true">Fluss Architecture | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content="https:// [...]
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
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<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>A Fluss cluster consists of two main processes: the <strong>CoordinatorServer</strong> and the <strong>TabletServer</strong>.</p>
<img src="/assets/images/architecture_light-c25713f2e1894601e6dec36900ad3665.png" alt="Architecture" class="themedComponent_mlkZ themedComponent--light_NVdE"><img src="/assets/images/architecture-0ea44a46f3b73dd114964443d9cbec5f.png" alt="Architecture" class="themedComponent_mlkZ themedComponent--dark_xIcU">
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="coordinatorserver">CoordinatorServer<a href="#coordinatorserver" class="hash-link" aria-label="Direct link to CoordinatorServer" title="Direct link to CoordinatorServer" translate="no"></a></h2>
@@ -74,7 +74,7 @@ In upcoming releases, <strong>ZooKeeper will be replaced</strong> by <strong>KvS
</ul>
<p>Additionally, <strong>Remote Storage</strong> allows clients to perform bulk read operations on Log and Kv data, enhancing data analysis efficiency and reduce the overhead on Fluss servers. In the future, it will also support bulk write operations, optimizing data import workflows for greater scalability and performance.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="client">Client<a href="#client" class="hash-link" aria-label="Direct link to Client" title="Direct link to Client" translate="no"></a></h2>
-<p>Fluss clients/SDKs support streaming reads/writes, batch reads/writes, DDL and point queries. Currently, the main implementation of client is Flink Connector. Users can use Flink SQL to easily operate Fluss tables and data.</p></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/quickstart/gateway-lakehouse/"><div class="pagination-nav__sublabel">Previous</div><div class="pagina [...]
+<p>Fluss clients/SDKs support streaming reads/writes, batch reads/writes, DDL and point queries. Currently, the main implementation of client is Flink Connector. Users can use Flink SQL to easily operate Fluss tables and data.</p></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li [...]
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diff --git a/docs/next/concepts/streamhouse-and-lakestream/index.html b/docs/next/concepts/streamhouse-and-lakestream/index.html
new file mode 100644
index 0000000000..4445371271
--- /dev/null
+++ b/docs/next/concepts/streamhouse-and-lakestream/index.html
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+<!doctype html>
+<html lang="en" dir="ltr" class="docs-wrapper plugin-docs plugin-id-default docs-version-current docs-doc-page docs-doc-id-concepts/streamhouse-and-lakestream" data-has-hydrated="false">
+<head>
+<meta charset="UTF-8">
+<meta name="generator" content="Docusaurus v3.10.2">
+<title data-rh="true">Streamhouse and Lakestream | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content=" [...]
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Fluss™ Atom Feed">
+
+
+
+
+<link rel="search" type="application/opensearchdescription+xml" title="Apache Fluss™" href="/opensearch.xml">
+
+
+<link rel="icon" href="/img/logo/fluss_favicon.svg">
+<link rel="manifest" href="/manifest.json">
+<meta name="theme-color" content="#102856">
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+<meta name="description" content="Apache Fluss is an open-source columnar streaming storage system. Sub-second freshness, primary-key tables, first-class Apache Flink integration, and native tiering to Apache Iceberg and Apache Paimon.">
+<meta property="og:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
+<meta property="og:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
+<meta property="og:type" content="website">
+<meta name="twitter:card" content="summary_large_image">
+<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
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+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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+<body>
+<svg style="display: none;"><defs>
+<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
+</defs></svg>
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+<!-- -->
+<header><h1>Streamhouse and Lakestream</h1></header>
+<p><strong>Streamhouse is an open, table-centric architecture that brings streaming, operational serving, and analytics onto a shared, lakehouse-native data foundation.</strong> It organizes workloads around reusable logical tables spanning fresh and historical data, so compatible consumers can share maintained data without each reconstructing an equivalent copy.</p>
+<img src="/assets/images/Streamhouse-light-484bbff77fae644b5664064c906c52bf.png" alt="Streamhouse architecture with independent processing, application, and analytics engines sharing Lakestream tables" class="themedComponent_mlkZ themedComponent--light_NVdE"><img src="/assets/images/Streamhouse-dark-f15367605cfa474474b330d9e917643b.png" alt="Streamhouse architecture with independent processing, application, and analytics engines sharing Lakestream tables" class="themedComponent_mlkZ them [...]
+<p><strong>Lakestream is Streamhouse's open table storage foundation, unifying fresh data in streams and historical data in open lakehouse tables as different freshness layers of one logical table.</strong> Shared metadata, managed tiering, and supported access across the layers maintain that relationship.</p>
+<table><thead><tr><th>Concept</th><th>Responsibility</th></tr></thead><tbody><tr><td><strong style="white-space:nowrap">Streamhouse</strong></td><td>The wider architecture: storage, independent compute engines, transformations, query and serving services, catalogs, governance, and applications.</td></tr><tr><td><strong style="white-space:nowrap">Lakestream</strong></td><td>The coordinated stream–lake storage foundation on which those workloads operate.</td></tr><tr><td><strong style="whi [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="from-event-delivery-to-reusable-tables">From Event Delivery to Reusable Tables<a href="#from-event-delivery-to-reusable-tables" class="hash-link" aria-label="Direct link to From Event Delivery to Reusable Tables" title="Direct link to From Event Delivery to Reusable Tables" translate="no"></a></h2>
+<p>A topic organizes publishing, retention, consumption, and replay of records. A table makes a dataset directly usable through shared columns, types, and supported operations. Where primary keys are supported, they identify rows and define update and delete semantics. Append-only tables also benefit from a defined schema and direct table access.</p>
+<p>In a Streamhouse, an engine reads shared tables, performs a transformation, and writes its reusable result back as another table. Other workloads can access that maintained result through compatible interfaces. Engines still own their computations, including private execution state such as windows and timers. Catalogs make tables discoverable; governance defines ownership and access.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="one-logical-table-across-streams-and-lakes">One Logical Table Across Streams and Lakes<a href="#one-logical-table-across-streams-and-lakes" class="hash-link" aria-label="Direct link to One Logical Table Across Streams and Lakes" title="Direct link to One Logical Table Across Streams and Lakes" translate="no"></a></h2>
+<p>Lakestream coordinates the identity, schema, and interpretation of a table across its streaming and lakehouse representations. Streaming storage supports continuous changes and fresh access; lakehouse storage supports efficient scans and longer retention.</p>
+<p>Freshness describes how far each representation has progressed through incoming changes. A new update may change a key that has existed for years, and the physical representations may overlap. One logical table can therefore span multiple storage engines, layouts, and physical copies.</p>
+<img src="/assets/images/Lakestream-light-d2c13558c1017cd39d3fa6e835ec6a70.png" alt="Lakestream foundation coordinating fresh Fluss data and historical lakehouse data through shared metadata, managed tiering, and union reads" class="themedComponent_mlkZ themedComponent--light_NVdE"><img src="/assets/images/Lakestream-dark-88db3bcb1b6bc733a45bbf2a728818ac.png" alt="Lakestream foundation coordinating fresh Fluss data and historical lakehouse data through shared metadata, managed tiering, a [...]
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="independent-engines-and-open-access">Independent Engines and Open Access<a href="#independent-engines-and-open-access" class="hash-link" aria-label="Direct link to Independent Engines and Open Access" title="Direct link to Independent Engines and Open Access" translate="no"></a></h2>
+<p>Compute engines run transformations and queries, and publish reusable results as shared tables. Applications choose how to retrieve and use those results. Replicas, caches, and specialized indexes may still serve a distinct purpose.</p>
+<p>An engine may consume table changes, read committed lake data, or combine streaming and lake data through a supported union-read integration. A lake-compatible engine alone does not automatically provide union reads. Query response time and data freshness are separate concerns, and sharing tables does not imply a simultaneous snapshot across all tables and engines.</p>
+<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="explore-further">Explore Further<a href="#explore-further" class="hash-link" aria-label="Direct link to Explore Further" title="Direct link to Explore Further" translate="no"></a></h2>
+<ul>
+<li class=""><a class="" href="/docs/next/concepts/architecture/">Fluss Architecture</a>: Understand the coordinator, tablet servers, and storage components.</li>
+<li class=""><a class="" href="/docs/next/streaming-lakehouse/overview/">Lakestream Overview</a>: Learn how Fluss coordinates metadata, tiering, and reads.</li>
+<li class=""><a class="" href="/docs/next/table-design/overview/">Table Design</a>: Choose table types, partitions, and buckets.</li>
+<li class=""><a class="" href="/docs/next/quickstart/lakehouse/">Lakestream Quickstart</a>: Try managed tiering and Union Read with Docker.</li>
+</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Introduction</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/quickstart/flink/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Real-Time Analytics with Flink</div>< [...]
+ <p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p></div></div></div></footer></div>
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diff --git a/docs/next/engine-flink/actions/index.html b/docs/next/engine-flink/actions/index.html
index 03156c4eaf..a15d70fa9d 100644
--- a/docs/next/engine-flink/actions/index.html
+++ b/docs/next/engine-flink/actions/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss ships maintenance jobs, called actions, inside the Flink connector jar. Run an action with <code>flink run</code>:</p>
<div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token operator" style="color:#475569"><</span><span class="token plain">FLINK_HOME</span><span class [...]
<p>Pass <code>--help</code> to list the available actions, or <code><action> --help</code> to print the options of one action.
diff --git a/docs/next/engine-flink/datastream/index.html b/docs/next/engine-flink/datastream/index.html
index 325e098335..e476da3528 100644
--- a/docs/next/engine-flink/datastream/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="overview">Overview<a href="#overview" class="hash-link" aria-label="Direct link to Overview" title="Direct link to Overview" translate="no"></a></h2>
<p>The Fluss DataStream Connector for Apache Flink provides a Flink DataStream source implementation for reading data from Fluss tables and a Flink DataStream sink implementation for writing data to Fluss tables. It allows you to seamlessly integrate Fluss tables with Flink's DataStream API, enabling you to process data from Fluss in your Flink applications.</p>
<p>Key features of the Fluss DataStream Connector include:</p>
diff --git a/docs/next/engine-flink/ddl/index.html b/docs/next/engine-flink/ddl/index.html
index b2c8747228..3b2e2056ed 100644
--- a/docs/next/engine-flink/ddl/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="create-catalog">Create Catalog<a href="#create-catalog" class="hash-link" aria-label="Direct link to Create Catalog" title="Direct link to Create Catalog" translate="no"></a></h2>
<p>Fluss supports creating and managing tables through the Fluss Catalog.</p>
<div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockTitle_OeMC">Flink SQL</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token keyword" style="color:#194670">CREATE</span><span cla [...]
diff --git a/docs/next/engine-flink/delta-joins/index.html b/docs/next/engine-flink/delta-joins/index.html
index 10e0dc6f1b..a2a03d0ace 100644
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Beginning with <strong>Apache Flink 2.1</strong>, a new operator called <a href="https://cwiki.apache.org/confluence/display/FLINK/FLIP-486%3A+Introduce+A+New+DeltaJoin" target="_blank" rel="noopener noreferrer" class="">Delta Join</a> was introduced.
Compared to traditional streaming joins, the delta join operator significantly reduces the amount of state that needs to be maintained during execution. This improvement helps mitigate several common issues associated with large state sizes, including:</p>
<ul>
diff --git a/docs/next/engine-flink/getting-started/index.html b/docs/next/engine-flink/getting-started/index.html
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--- a/docs/next/engine-flink/getting-started/index.html
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@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="quick-start">Quick Start<a href="#quick-start" class="hash-link" aria-label="Direct link to Quick Start" title="Direct link to Quick Start" translate="no"></a></h2>
<p>For a quick introduction to running Flink, refer to the <a class="" href="/docs/next/quickstart/flink/">Quick Start</a> guide.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies" translate="no"></a></h2>
diff --git a/docs/next/engine-flink/lookups/index.html b/docs/next/engine-flink/lookups/index.html
index b9ec352c3c..3a7adb443a 100644
--- a/docs/next/engine-flink/lookups/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Flink lookup joins are important because they enable efficient, real-time enrichment of streaming data with reference data, a common requirement in many real-time analytics and processing scenarios.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="lookup">Lookup<a href="#lookup" class="hash-link" aria-label="Direct link to Lookup" title="Direct link to Lookup" translate="no"></a></h2>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="instructions">Instructions<a href="#instructions" class="hash-link" aria-label="Direct link to Instructions" title="Direct link to Instructions" translate="no"></a></h3>
diff --git a/docs/next/engine-flink/options/index.html b/docs/next/engine-flink/options/index.html
index 0aec4c8044..a0343596b4 100644
--- a/docs/next/engine-flink/options/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>The following table lists the options that can be used to configure the Fluss table in Flink, including the storage format, the read/write behaviors.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="how-to-configure-options">How to Configure Options<a href="#how-to-configure-options" class="hash-link" aria-label="Direct link to How to Configure Options" title="Direct link to How to Configure Options" translate="no"></a></h2>
<p>You can configure the Fluss table options in Flink SQL DDL statements. For example, the following SQL statement creates a Fluss table with the <code>table.log.ttl</code> set to 7 days:</p>
diff --git a/docs/next/engine-flink/procedures/index.html b/docs/next/engine-flink/procedures/index.html
index 04b9f99097..2dea4fa031 100644
--- a/docs/next/engine-flink/procedures/index.html
+++ b/docs/next/engine-flink/procedures/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss provides stored procedures to perform administrative and management operations through Flink SQL. All procedures are located in the <code>sys</code> namespace and can be invoked using the <code>CALL</code> statement.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="available-procedures">Available Procedures<a href="#available-procedures" class="hash-link" aria-label="Direct link to Available Procedures" title="Direct link to Available Procedures" translate="no"></a></h2>
<p>You can list all available procedures using:</p>
diff --git a/docs/next/engine-flink/reads/index.html b/docs/next/engine-flink/reads/index.html
index 9898331a51..103928663b 100644
--- a/docs/next/engine-flink/reads/index.html
+++ b/docs/next/engine-flink/reads/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss supports streaming and batch read with <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer" class="">Apache Flink</a>'s SQL & Table API. Execute the following SQL command to switch execution mode from streaming to batch, and vice versa:</p>
<div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockTitle_OeMC">Flink SQL</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token comment" style="color:#64748B;font-style:italic">-- E [...]
<div class="language-sql codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockTitle_OeMC">Flink SQL</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-sql codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token comment" style="color:#64748B;font-style:italic">-- E [...]
diff --git a/docs/next/engine-flink/sql-functions/index.html b/docs/next/engine-flink/sql-functions/index.html
index 178bd8730c..683e60f8d7 100644
--- a/docs/next/engine-flink/sql-functions/index.html
+++ b/docs/next/engine-flink/sql-functions/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Apache Fluss registers a set of built-in RoaringBitmap SQL functions in <code>FlussCatalog</code>. These are
<strong>Flink-side functions</strong> that execute within the Flink query engine. They are distinct from the
storage-level <code>rbm32</code> / <code>rbm64</code> aggregators, which run inside the Fluss TabletServer during write.</p>
diff --git a/docs/next/engine-flink/writes/index.html b/docs/next/engine-flink/writes/index.html
index a943963fee..0c70a586ec 100644
--- a/docs/next/engine-flink/writes/index.html
+++ b/docs/next/engine-flink/writes/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>You can directly insert or update data into a Fluss table using the <code>INSERT INTO</code> statement.
Fluss primary key tables can accept all types of messages (<code>INSERT</code>, <code>UPDATE_BEFORE</code>, <code>UPDATE_AFTER</code>, <code>DELETE</code>), while Fluss log table can only accept <code>INSERT</code> type messages.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="insert-into">INSERT INTO<a href="#insert-into" class="hash-link" aria-label="Direct link to INSERT INTO" title="Direct link to INSERT INTO" translate="no"></a></h2>
diff --git a/docs/next/engine-spark/ddl/index.html b/docs/next/engine-spark/ddl/index.html
index afa469f29d..c7b2393608 100644
--- a/docs/next/engine-spark/ddl/index.html
+++ b/docs/next/engine-spark/ddl/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="create-catalog">Create Catalog<a href="#create-catalog" class="hash-link" aria-label="Direct link to Create Catalog" title="Direct link to Create Catalog" translate="no"></a></h2>
<p>Fluss supports creating and managing tables through the Fluss Catalog in Spark. The catalog is configured via Spark's catalog plugin mechanism.</p>
<div class="language-properties codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#0A0F1C;--prism-background-color:#F8FAFC"><div class="codeBlockTitle_OeMC">spark-defaults.conf</div><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-properties codeBlock_bY9V thin-scrollbar" style="color:#0A0F1C;background-color:#F8FAFC"><code class="codeBlockLines_e6Vv"><div class="token-line" style="color:#0A0F1C"><span class="token plain">spark.sql.catalog.flus [...]
diff --git a/docs/next/engine-spark/getting-started/index.html b/docs/next/engine-spark/getting-started/index.html
index 40d27c8849..7d62abd0ab 100644
--- a/docs/next/engine-spark/getting-started/index.html
+++ b/docs/next/engine-spark/getting-started/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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<body>
<svg style="display: none;"><defs>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies" translate="no"></a></h2>
<p>Apache Fluss publishes the following JARs to Maven Central:</p>
<table><thead><tr><th>Artifact</th><th>Jar</th></tr></thead><tbody><tr><td>Fluss connector for Spark 3.5 (Scala 2.12)</td><td><a href="https://repo1.maven.org/maven2/org/apache/fluss/fluss-spark-3.5_2.12/1.1-SNAPSHOT/fluss-spark-3.5_2.12-1.1-SNAPSHOT.jar" target="_blank" rel="noopener noreferrer" class="">fluss-spark-3.5_2.12-1.1-SNAPSHOT.jar</a></td></tr><tr><td>Fluss connector for Spark 3.4 (Scala 2.12)</td><td><a href="https://repo1.maven.org/maven2/org/apache/fluss/fluss-spark-3.4_2. [...]
diff --git a/docs/next/engine-spark/options/index.html b/docs/next/engine-spark/options/index.html
index 80b7704b51..8ac13fe4f8 100644
--- a/docs/next/engine-spark/options/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>This page lists all the available options for the Fluss Spark connector.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="read-options">Read Options<a href="#read-options" class="hash-link" aria-label="Direct link to Read Options" title="Direct link to Read Options" translate="no"></a></h2>
<p>The following Spark configurations can be used to control read behavior for both batch and streaming reads. These options are set using <code>SET</code> in Spark SQL or via <code>spark.conf.set()</code> in Spark applications. All options are prefixed with <code>spark.sql.fluss.</code>.</p>
@@ -41,7 +41,7 @@
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="per-query-read-options">Per-Query Read Options<a href="#per-query-read-options" class="hash-link" aria-label="Direct link to Per-Query Read Options" title="Direct link to Per-Query Read Options" translate="no"></a></h2>
<p>The following options configure a single read and are <strong>not</strong> read from session configuration, so a time window can never leak into later reads. In SQL they are set by the <code>fluss_incremental_between_timestamp(...)</code> table-valued function; in the DataFrame API by <code>spark.read.option(...)</code> (without the <code>spark.sql.fluss.</code> prefix). See <a class="" href="/docs/next/engine-spark/reads/#time-range-batch-read">Reads</a> for the full semantics.</p>
<table><thead><tr><th>Option</th><th>Default</th><th>Description</th></tr></thead><tbody><tr><td><code>scan.incremental.start.timestamp</code></td><td>(none)</td><td>Enables an incremental (time-range) batch read and sets the <strong>inclusive</strong> lower bound of the window. Accepts epoch milliseconds (e.g. <code>1678883047356</code>) or a <code>yyyy-MM-dd HH:mm:ss</code> datetime (e.g. <code>2023-12-09 23:09:12</code>) interpreted in the Spark session time zone (<code>spark.sql.sess [...]
-<p>Both bounds are compared against the record commit timestamp while reading, so the window is exact even for data already tiered to remote storage, where resolving a timestamp to a log offset is only as accurate as the server-side time index.</p></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/engine-spark/structured-streaming/"><div class="pagination-nav__sublabel">Previous< [...]
+<p>Both bounds are compared against the record commit timestamp while reading, so the window is exact even for data already tiered to remote storage, where resolving a timestamp to a log offset is only as accurate as the server-side time index.</p></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/engine-spark/structured-streaming/"><div class="pagination-nav__sublabel">Previous< [...]
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diff --git a/docs/next/engine-spark/procedures/index.html b/docs/next/engine-spark/procedures/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
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-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss provides stored procedures to perform administrative and management operations through Spark SQL. All procedures are located in the <code>sys</code> namespace and can be invoked using the <code>CALL</code> statement.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration" translate="no"></a></h2>
<p>To enable Fluss procedures in Spark, you need to configure the Spark session extensions:</p>
diff --git a/docs/next/engine-spark/reads/index.html b/docs/next/engine-spark/reads/index.html
index 7e156b2ced..b476fa0407 100644
--- a/docs/next/engine-spark/reads/index.html
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss supports batch read with <a href="https://spark.apache.org/" target="_blank" rel="noopener noreferrer" class="">Apache Spark</a>'s SQL API for both Log Tables and Primary Key Tables.</p>
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<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="batch-read">Batch Read<a href="#batch-read" class="hash-link" aria-label="Direct link to Batch Read" title="Direct link to Batch Read" translate="no"></a></h2>
diff --git a/docs/next/engine-spark/structured-streaming/index.html b/docs/next/engine-spark/structured-streaming/index.html
index 59f12e6bc8..a0e9e4eca4 100644
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@@ -25,15 +25,15 @@
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>Fluss supports <a href="https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html" target="_blank" rel="noopener noreferrer" class="">Spark Structured Streaming</a> for both reading and writing data in a streaming fashion. This enables building real-time data pipelines with Apache Spark and Fluss.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="streaming-write">Streaming Write<a href="#streaming-write" class="hash-link" aria-label="Direct link to Streaming Write" title="Direct link to Streaming Write" translate="no"></a></h2>
<p>Fluss supports writing data to Fluss tables using Spark Structured Streaming. This is useful for continuously ingesting data into Fluss tables from streaming sources.</p>
diff --git a/docs/next/engine-spark/writes/index.html b/docs/next/engine-spark/writes/index.html
index 7e1f51fa0e..4612924245 100644
--- a/docs/next/engine-spark/writes/index.html
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<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>You can directly insert data into a Fluss table using the <code>INSERT INTO</code> statement.
Fluss primary key tables support upsert semantics (inserting a row with an existing primary key will update the existing record), while Fluss log tables only accept append-only writes.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="insert-into">INSERT INTO<a href="#insert-into" class="hash-link" aria-label="Direct link to INSERT INTO" title="Direct link to INSERT INTO" translate="no"></a></h2>
diff --git a/docs/next/gateway/index.html b/docs/next/gateway/index.html
index 288bfadb50..8b5a8466ed 100644
--- a/docs/next/gateway/index.html
+++ b/docs/next/gateway/index.html
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<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
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+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>Preview</ [...]
configuration may change in later releases.</p></div></div>
<p>Fluss Gateway is a stateless REST service for metadata, DDL, and schema-aware
diff --git a/docs/next/index.html b/docs/next/index.html
index 054426cc6b..6b69ae22c6 100644
--- a/docs/next/index.html
+++ b/docs/next/index.html
@@ -3,7 +3,7 @@
<head>
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.10.2">
-<title data-rh="true">Introduction | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content="https://fluss. [...]
+<title data-rh="true">Introduction | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content="https://fluss. [...]
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@@ -25,49 +25,49 @@
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<meta name="theme-color" content="#102856">
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+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
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-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
-<p><strong>One platform. Streams, tables, and the lakehouse.</strong> Apache Fluss is an open-source streaming storage system for real-time analytics and AI, designed to serve as the real-time data layer of a Lakehouse architecture.</p>
-<p>Fluss collapses the message broker, the online key-value store, the stream-processing state backend, and the lakehouse cold store into a single coherent foundation, so the same table can be read at sub-second freshness for analytics, looked up by primary key for features, and tiered into open formats like Apache Iceberg, Apache Paimon, or Lance for historical scans.</p>
-<img src="/img/fluss_light_mode.png" alt="arch">
-<p>It integrates first-class with <strong>Apache Flink</strong> and <strong>Apache Spark</strong>, supports streaming reads and writes with sub-second latency, stores data in a columnar layout for projection and predicate pushdown, and offers two table types (append-only <strong>Log Tables</strong> and updatable <strong>PrimaryKey Tables</strong>) to cover both event-stream and database-style workloads.</p>
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<p>Apache Fluss is an open-source, lakehouse-native streaming storage system for real-time analytics and AI. Applications can consume table changes, look up rows by primary key, and access historical data through lakehouse integrations.</p>
+<p>Fluss integrates with <strong>Apache Flink</strong> and <strong>Apache Spark</strong>, supports streaming reads and writes with sub-second latency, and uses columnar storage for projection and predicate pushdown. It offers two table types: append-only <strong>Log Tables</strong> and updatable <strong>PrimaryKey Tables</strong>.</p>
+<p>Fluss also enables <strong>Lakestream</strong>, the shared streaming and lakehouse table foundation of the <strong>Streamhouse</strong> architecture. Learn how storage and independent compute engines fit together in <a class="" href="/docs/next/concepts/streamhouse-and-lakestream/">Streamhouse and Lakestream</a>.</p>
+<img src="/img/fluss_light_mode.png" alt="Apache Fluss architecture and lakehouse integrations">
<p><strong>Fluss (German: river, pronounced <code>/flus/</code>)</strong> carries streaming data continuously into lakes, like a river 🌊</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="use-cases">Use cases<a href="#use-cases" class="hash-link" aria-label="Direct link to Use cases" title="Direct link to Use cases" translate="no"></a></h2>
-<p>Fluss targets workloads where the same data must be read at multiple freshness layers (stream, point-lookup, and lake) without being copied across systems. Six use cases drive most deployments today.</p>
+<p>Fluss supports workloads that benefit from sharing maintained tables through streaming, primary-key lookup, and lake access. The access paths available depend on the table type and integration. Specialized copies may still be useful for an application's indexing, latency, or isolation requirements.</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="1-real-time-feature-stores-for-ml-serving-and-training">1. Real-time feature stores for ML serving and training<a href="#1-real-time-feature-stores-for-ml-serving-and-training" class="hash-link" aria-label="Direct link to 1. Real-time feature stores for ML serving and training" title="Direct link to 1. Real-time feature stores for ML serving and training" translate="no"></a></h3>
-<p>The single largest use case. A Fluss <strong>PrimaryKey Table</strong> holds the live feature row in RocksDB on the leader for sub-millisecond key-value lookup at serving time, and the ordered changelog for training reads. Both views read the same underlying storage, so training/serving skew is structurally eliminated rather than monitored after the fact. Replaces the typical Redis-online-store plus Iceberg-offline-store pair with a single substrate.</p>
+<p>A Fluss <strong>PrimaryKey Table</strong> can expose maintained feature rows through key-value lookups and changes through streaming reads. Lake tiering supports historical access. Reusing feature definitions and maintained results can reduce duplicate pipelines; training and serving still need explicit freshness and point-in-time semantics.</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="2-real-time-risk-fraud-detection-and-decision-audit">2. Real-time risk, fraud detection, and decision audit<a href="#2-real-time-risk-fraud-detection-and-decision-audit" class="hash-link" aria-label="Direct link to 2. Real-time risk, fraud detection, and decision audit" title="Direct link to 2. Real-time risk, fraud detection, and decision audit" translate="no"></a></h3>
-<p>PrimaryKey Tables emit a complete <code>+I / -U / +U / -D</code> changelog for every entity. When a real-time decision fires (decline a transaction, flag an account, deny a request), the exact feature values that drove it trace directly back to a specific changelog record, so the decision is fully reconstructible from the log itself, with no secondary audit pipeline.</p>
+<p>Applications can consume table changes and look up maintained entity data for real-time decisions. Reconstructing a decision also requires the application to record its inputs, rules or model version, and outcome, with suitable data retention.</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="3-real-time-entity-profiles-and-customer-360">3. Real-time entity profiles and Customer 360<a href="#3-real-time-entity-profiles-and-customer-360" class="hash-link" aria-label="Direct link to 3. Real-time entity profiles and Customer 360" title="Direct link to 3. Real-time entity profiles and Customer 360" translate="no"></a></h3>
-<p>The <strong>Aggregation Merge Engine</strong> combined with <strong>Roaring Bitmaps</strong> lets the leader maintain large entity sets such as <em>"users who clicked in the last ten minutes"</em> or <em>"accounts that crossed a usage threshold today"</em>, via at-write-time read-modify-write. Profile composition reduces to set algebra (<code>AND</code> / <code>OR</code> / <code>AND NOT</code>) over bitmap columns. Multiple producers can write disjoint columns of t [...]
+<p>Compute engines can enrich source tables and publish reusable entity profiles. Supported merge engines and partial updates help maintain shared rows from multiple producers. Time windows and business transformations remain responsibilities of the producing computation.</p>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="4-ai-agent-memory-and-context-engineering-for-llm-systems">4. AI agent memory and context engineering for LLM systems<a href="#4-ai-agent-memory-and-context-engineering-for-llm-systems" class="hash-link" aria-label="Direct link to 4. AI agent memory and context engineering for LLM systems" title="Direct link to 4. AI agent memory and context engineering for LLM systems" translate="no"></a></h3>
-<p>Four distinct memory primitives live in the same substrate under a consistent schema surface:</p>
+<p>Shared tables can supply maintained context for AI services:</p>
<ul>
<li class=""><strong>Session memory</strong>: conversation logs</li>
<li class=""><strong>Entity memory</strong>: live key-value facts</li>
<li class=""><strong>Behavioral memory</strong>: streaming features</li>
-<li class=""><strong>Semantic memory</strong>: vector store via Lance</li>
+<li class=""><strong>Semantic memory</strong>: data accessed through a supported Lance integration</li>
</ul>
-<p>An agent reads all four concurrently to assemble a grounded prompt, with no cross-system synchronization.</p>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="5-real-time-operational-analytics-and-olap-hot-store-replacement">5. Real-time operational analytics and OLAP hot-store replacement<a href="#5-real-time-operational-analytics-and-olap-hot-store-replacement" class="hash-link" aria-label="Direct link to 5. Real-time operational analytics and OLAP hot-store replacement" title="Direct link to 5. Real-time operational analytics and OLAP hot-store replacement" translate="no"></a></h3>
-<p>The columnar Arrow log plus server-side compound pruning (partition pruning, predicate pushdown, column projection) lets analytical engines such as Flink batch, Spark, Trino, StarRocks, and DuckDB query the hot tier directly. The result is order-of-magnitude reductions in I/O, network, and deserialization cost. Replaces the typical "OLAP hot store" sitting alongside Kafka.</p>
-<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="6-streaming-etl-with-externalized-state">6. Streaming ETL with externalized state<a href="#6-streaming-etl-with-externalized-state" class="hash-link" aria-label="Direct link to 6. Streaming ETL with externalized state" title="Direct link to 6. Streaming ETL with externalized state" translate="no"></a></h3>
-<p>Stateful streaming ETL pipelines (joins, rolling aggregations, deduplication, reference-data enrichment, wide-row assembly across multiple producers) traditionally accumulate gigabytes of operator state inside Flink that must be checkpointed, recovered, and rebalanced on scale-out. With Fluss, that state moves into <strong>PrimaryKey Tables</strong> on the leader and the Flink job becomes stateless: dual-stream joins collapse into stateless index-key lookups via <strong>delta joins</s [...]
+<p>Retrieval services use the access paths supported by each table and integration. The AI application owns prompt construction, retrieval policy, decision logging, and any additional indexes.</p>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="5-real-time-operational-analytics">5. Real-time operational analytics<a href="#5-real-time-operational-analytics" class="hash-link" aria-label="Direct link to 5. Real-time operational analytics" title="Direct link to 5. Real-time operational analytics" translate="no"></a></h3>
+<p>Columnar storage, projection, and supported pruning reduce the data that query engines need to read. Engines may access Fluss, committed lake data, or both through a supported union-read integration. Query latency and the freshness of the data read should be evaluated separately.</p>
+<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="6-streaming-etl-with-reusable-results">6. Streaming ETL with reusable results<a href="#6-streaming-etl-with-reusable-results" class="hash-link" aria-label="Direct link to 6. Streaming ETL with reusable results" title="Direct link to 6. Streaming ETL with reusable results" translate="no"></a></h3>
+<p>Flink jobs can read shared tables, perform joins or aggregations, and publish maintained result tables for other workloads. Supported patterns such as delta joins and partial updates can reduce duplicated state. Windows, timers, and intermediate execution state remain private to the computation where required.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="where-to-go-next">Where to go next?<a href="#where-to-go-next" class="hash-link" aria-label="Direct link to Where to go next?" title="Direct link to Where to go next?" translate="no"></a></h2>
<ul>
<li class=""><a class="" href="/docs/next/quickstart/flink/">QuickStart</a>: Get started with Fluss in minutes.</li>
-<li class=""><a class="" href="/docs/next/concepts/architecture/">Architecture</a>: Learn about Fluss's architecture.</li>
+<li class=""><a class="" href="/docs/next/concepts/architecture/">Fluss Architecture</a>: Learn about Fluss's architecture.</li>
<li class=""><a class="" href="/docs/next/table-design/overview/">Table Design</a>: Explore Fluss's table types, partitions and buckets.</li>
-<li class=""><a class="" href="/docs/next/streaming-lakehouse/overview/">Lakehouse</a>: Integrate Fluss with your Lakehouse to bring low-latency data to your Lakehouse analytics.</li>
+<li class=""><a class="" href="/docs/next/concepts/streamhouse-and-lakestream/">Streamhouse and Lakestream</a>: Understand the architecture and its coordinated stream–lake table foundation.</li>
<li class=""><a class="" href="/community/dev/ide-setup/">Development</a>: Set up your development environment and contribute to the community.</li>
-</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/quickstart/flink/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Real-Time Analytics with Flink</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a hre [...]
+</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/concepts/streamhouse-and-lakestream/"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Concepts</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href=" [...]
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diff --git a/docs/next/install-deploy/deploying-distributed-cluster/index.html b/docs/next/install-deploy/deploying-distributed-cluster/index.html
index c06249bc86..7685252dc9 100644
--- a/docs/next/install-deploy/deploying-distributed-cluster/index.html
+++ b/docs/next/install-deploy/deploying-distributed-cluster/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<p>This page provides instructions on how to deploy a <em>distributed cluster</em> for Fluss on bare machines.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements" translate="no"></a></h2>
<h3 class="anchor anchorTargetStickyNavbar_Vzrq" id="hardware-requirements">Hardware Requirements<a href="#hardware-requirements" class="hash-link" aria-label="Direct link to Hardware Requirements" title="Direct link to Hardware Requirements" translate="no"></a></h3>
diff --git a/docs/next/install-deploy/deploying-gateway/index.html b/docs/next/install-deploy/deploying-gateway/index.html
index 581987be55..d9a3a2a5d8 100644
--- a/docs/next/install-deploy/deploying-gateway/index.html
+++ b/docs/next/install-deploy/deploying-gateway/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
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-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<div class="theme-admonition theme-admonition-caution admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>Preview</ [...]
configuration may change in later releases.</p></div></div>
<p>Fluss Gateway is a stateless REST service distributed as a Linux binary and a
@@ -165,7 +165,7 @@ network policies or firewall rules.</li>
the required permissions.</li>
<li class="">Run containers with the hardened flags shown above (<code>--read-only</code>,
<code>--cap-drop ALL</code>, <code>no-new-privileges</code>).</li>
-</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/install-deploy/deploying-streaming-lakehouse/"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Deploying Streaming Lakehouse</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/table-design/overview/"><div class="pagination-nav__sublabel">Next</div><div [...]
+</ul></div></article><nav class="docusaurus-mt-lg pagination-nav" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/install-deploy/deploying-streaming-lakehouse/"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Deploying Lakestream</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/table-design/overview/"><div class="pagination-nav__sublabel">Next</div><div class="pa [...]
<p>Apache, the names of Apache projects, and the feather logo are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners.</p></div></div></div></footer></div>
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diff --git a/docs/next/install-deploy/deploying-local-cluster/index.html b/docs/next/install-deploy/deploying-local-cluster/index.html
index 1878b2a108..fe7c0f10f7 100644
--- a/docs/next/install-deploy/deploying-local-cluster/index.html
+++ b/docs/next/install-deploy/deploying-local-cluster/index.html
@@ -25,15 +25,15 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
<div class="theme-admonition theme-admonition-warning admonition_xJq3 alert alert--warning"><div class="admonitionHeading_Gvgb"><span class="admonitionIcon_Rf37"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>warning</ [...]
<p>This page provides instructions on how to deploy a <em>local cluster</em> (on one machine, but in separate processes) for Fluss.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="requirements">Requirements<a href="#requirements" class="hash-link" aria-label="Direct link to Requirements" title="Direct link to Requirements" translate="no"></a></h2>
diff --git a/docs/next/install-deploy/deploying-streaming-lakehouse/index.html b/docs/next/install-deploy/deploying-streaming-lakehouse/index.html
index 6493fa1a28..08a6e4afb5 100644
--- a/docs/next/install-deploy/deploying-streaming-lakehouse/index.html
+++ b/docs/next/install-deploy/deploying-streaming-lakehouse/index.html
@@ -3,7 +3,7 @@
<head>
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.10.2">
-<title data-rh="true">Deploying Streaming Lakehouse | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" conten [...]
+<title data-rh="true">Deploying Lakestream | Apache Fluss™</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" name="twitter:image" content="https://fluss.apache.org/img/social/fluss-social-card.png"><meta data-rh="true" property="og:url" content="https: [...]
<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Fluss™ Atom Feed">
@@ -25,16 +25,16 @@
<meta name="twitter:title" content="Apache Fluss · Streaming Storage for the Real-Time Lakehouse">
<meta name="twitter:description" content="Open-source columnar streaming storage with sub-second freshness, primary-key tables, Flink integration, and native tiering to Iceberg and Paimon.">
<meta name="theme-color" content="#102856">
-<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
-<script src="/assets/js/runtime~main.b58b1fc4.js" defer="defer"></script>
-<script src="/assets/js/main.62cdd296.js" defer="defer"></script>
+<script src="https://widget.kapa.ai/kapa-widget.bundle.js" async data-website-id="40ccde97-65ed-46d8-81f2-fe8a8a31f9d9" data-project-name="Apache Fluss" data-project-color="#06b6d4" data-project-logo="/img/logo/svg/colored_logo_notext.svg" data-modal-title="Ask Apache Fluss AI" data-modal-image="/img/logo/svg/colored_logo_notext.svg" data-modal-disclaimer="This is a custom LLM with access to the [Apache Fluss documentation](https://fluss.apache.org/docs/). Answers may be inaccurate — alw [...]
+<script src="/assets/js/runtime~main.730ee5da.js" defer="defer"></script>
+<script src="/assets/js/main.1734e0d6.js" defer="defer"></script>
</head>
<body>
<svg style="display: none;"><defs>
<symbol id="theme-svg-external-link" viewBox="0 0 24 24"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"/></symbol>
</defs></svg>
-<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
-<p>This guide covers how to deploy a Fluss cluster with Streaming Lakehouse capabilities. For conceptual overview, see <a class="" href="/docs/next/streaming-lakehouse/overview/">Lakehouse Overview</a>.</p>
+<script>!function(){var t=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return window.localStorage.getItem("theme")}catch(t){}}();document.documentElement.setAttribute("data-theme",t||"light"),document.documentElement.setAttribute("data-theme-choice",t||"light")}(),function(){try{const c=new URLSearchParams(window.location.search).entries();for(var[t,e]of c)if(t.startsWith("docusaurus-data-")){var a=t.replace("docu [...]
+<p>This guide covers how to deploy a Lakestream foundation with Fluss, a Flink tiering service, and lakehouse storage. For the relationship between Streamhouse, Lakestream, and Fluss, see <a class="" href="/docs/next/concepts/streamhouse-and-lakestream/">Streamhouse and Lakestream</a>.</p>
<h2 class="anchor anchorTargetStickyNavbar_Vzrq" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites" translate="no"></a></h2>
<ol>
<li class="">A running Fluss cluster (see <a class="" href="/docs/next/install-deploy/deploying-distributed-cluster/">Deploying Distributed Cluster</a>)</li>
diff --git a/docs/next/install-deploy/deploying-with-docker/index.html b/docs/next/install-deploy/deploying-with-docker/index.html
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