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Delete Files vs Deletion Vectors in Apache Iceberg: How V3 Rewrote the Economics

BACKGROUND
1 SIGNALFIRST DETECTED 8 July 2026
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7 May
Managed Iceberg Data Lakes: A Guide

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8 Jul
The Variant Type in Apache Iceberg: How Shredding Turns Messy JSON Into Fast Analytics

<p>Every data engineer I talk to has the same story. Somewhere in their company, there is a table with a column full of JSON strings. Maybe it holds event payloads from a mobile

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7 Aug
Deletion That Reaches the Vector Index

<p><code>DELETE FROM chunks WHERE document_id = $1</code> makes the rows invisible to queries immediately. It does not remove them from the HNSW index, and it does not remove the

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13 Jul
Lakehouse Table Formats in 2026: Iceberg, Delta Lake, Hudi, Paimon, and DuckLake, How They Work, Where They Stand, and Where They're Going

<p>The table format war is over, and the table formats are not. Both halves of that sentence are true, both matter, and the tension between them is exactly why this article needs

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