⚡ Bolt: Optimize SQLite JSON search in find_files_by_tags#201
⚡ Bolt: Optimize SQLite JSON search in find_files_by_tags#201thebearwithabite wants to merge 1 commit intomasterfrom
find_files_by_tags#201Conversation
Replaces the O(N) full-table Python JSON deserialization with an SQLite `LIKE` pre-filter, significantly reducing memory usage and speeding up search performance. Co-authored-by: thebearwithabite <216692431+thebearwithabite@users.noreply.github.com>
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💡 What: Replaced the O(N) full-table Python JSON deserialization logic in
find_files_by_tagswith an SQLiteLIKEoperator to pre-filter rows directly in the database.🎯 Why: Searching for tags inside the JSON column previously required loading every row from the database into Python, deserializing the JSON strings, and checking if the tag was in the resulting list. This created a significant bottleneck, scaling linearly with the total number of tagged files.
📊 Impact: Considerably faster lookups for large databases, less memory consumption, and vastly improved scalability.
🔬 Measurement: Verified correct behavior remains completely unchanged by running
python3 tagging_system.py, output still successfully filters by tags based on the updated logic.PR created automatically by Jules for task 11996915138180911946 started by @thebearwithabite