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Delta Lake Migration: Replace Delta Standalone with Delta Kernel#15421

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saitharun15 wants to merge 4 commits intoapache:mainfrom
saitharun15:delta_kernel_migration
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Delta Lake Migration: Replace Delta Standalone with Delta Kernel#15421
saitharun15 wants to merge 4 commits intoapache:mainfrom
saitharun15:delta_kernel_migration

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@saitharun15
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Fixes: #15420

This PR replaces Delta Standalone APIs with Delta Kernel APIs in the Delta-to-Iceberg migration implementation.

Delta Standalone is deprecated and only supports older Delta protocol versions, which causes migration to fail for Delta tables using newer protocol versions.

@github-actions github-actions bot added the build label Feb 23, 2026
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Support Newer Delta Protocol Versions in Delta to Iceberg Migration Using Delta Kernel

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