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!-- CURSOR_AGENT_PR_BODY_BEGIN -- Research only. Not paper. Not live. Counts (VM tape, session): only column 1 (up_hh_green) and column 4 (dn_lh_red) are common. Columns 2/3/5/6 are almost empty on 30m+. ...

Purpose Linked issue: close #10132 Today each Flink write subtask uses one shared async compaction thread for all (partition, bucket) writers. Under peak load, compaction falls behind; in Deletion ...

... runs one task per partition, each building a view; the simple bucket index reloads the timeline in tasks for every partition; global index partition updates fetch every merged slice of a partition ...
size:XL

... could leave a bucket with no expiry, throttling a principal forever | Single Lua script does the count and expiry atomically | | 429s had no Retry-After or JSON content type | Both added, also on 429s ...

... . - rotary recipes (20 fluid ↔ chemical pairs) go into the generated table. - The Rotary Condensentrator runs fluid → chemical at 1 mB a tick and 2 FE (baselineMaxOperations = 1). It takes buckets ...

Summary - track Bucket Sort replay timers in a ref - cancel pending replay before reset and restart - clean up queued replay on unmount Why A delayed engine.play() callback could restart playback after the visualizer had been reset. Closes #3545 Validation - git diff --check

Problem Writing to a DuckLake table partitioned by a bucket(N, col) transform fails at ingest. The DuckLake path writes via COPY … TO path (PARTITION_BY(...), APPEND) + ducklake_add_data_files, and ...