Simplify the encoding and deduplication process#268
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Remove chords from encoding and deduplication
datamik
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sergey-misuk-valor and
vitali-yanushchyk-valor
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## develop #268 +/- ##
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+ Coverage 96.52% 96.71% +0.18%
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Files 85 85
Lines 2127 2067 -60
Branches 138 139 +1
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- Hits 2053 1999 -54
+ Misses 54 49 -5
+ Partials 20 19 -1
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datamik
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saxix
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Feb 26, 2026
srugano
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Simplify Deduplication Architecture
Replaces Celery chord-based parallel task orchestration with a single-task approach. The find_duplicates task now executes encoding and deduplication sequentially, leveraging vectorized matrix operations for efficient duplicate detection across large datasets.
No breaking changes to external API.
We need to set CELERY_BROKER_VISIBILITY_VAR=36000