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[docs] Add Insert If Not Exists section to Lookup Joins documentation#2991

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[docs] Add Insert If Not Exists section to Lookup Joins documentation#2991
platinumhamburg wants to merge 1 commit intoapache:mainfrom
platinumhamburg:docs/add-insert-if-not-exists-lookup-section

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@platinumhamburg
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Add a new section documenting the lookup.insert-if-not-exists feature in lookups.md, with a complete end-to-end example showing how to automatically build dictionary tables using auto-increment columns during Flink Lookup Join. Also add a cross-reference from the Auto-Increment Column section in pk-table.md.

(The sections below can be removed for hotfixes or typos)
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Purpose

Linked issue: close #2990 2990

Brief change log

Tests

API and Format

Documentation

Add a new section documenting the lookup.insert-if-not-exists feature
in lookups.md, with a complete end-to-end example showing how to
automatically build dictionary tables using auto-increment columns
during Flink Lookup Join. Also add a cross-reference from the
Auto-Increment Column section in pk-table.md.
@polyzos
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polyzos commented Apr 3, 2026

LGTM.. thank you for your contribution

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[docs] Add documentation for lookup.insert-if-not-exists feature

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