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Detect and reject duplicate media files by content hash
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Based on SOC occupation classification
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| name | media-dedup |
| description | Detect and reject duplicate media files by content hash |
| trigger | pipeline |
| depends_on | ["media-classify"] |
| sandbox | true |
| inputs | [] |
| outputs | [{"name":"duplicates_found","type":"int","description":"Number of duplicate assets marked as rejected"}] |
| dependencies | {"python":["supabase"]} |
| tables | ["asset_metadata (UPDATE status='rejected', add 'duplicate' tag)"] |
Groups all assets by file_hash. When duplicates exist, keeps the one with
the highest quality_score (or earliest created_at as tiebreaker) and marks
the rest with status='rejected' and tag 'duplicate'.
Runs early in the pipeline to prevent wasted processing on duplicate files.
Step 3 of 8 — runs after media-classify, before media-process.
