Files
giglez/scripts/archive/rematch_captures.py
T
Trilltechnician 4237c4bdb8 Phase 1 & 2: Cleanup redundant code and integrate pattern decoder
## Phase 1: Code Cleanup (~1,859 lines removed)

**Deleted Redundant Matchers:**
-  strategies_orm.py (356 lines) - Old ORM-based strategies
-  simple_matcher.py (351 lines) - Replaced by strategies.py
-  rtl433_matcher.py (352 lines) - Replaced by strategies.py

**Archived Old Scripts:**
- Moved 11 one-time analysis/import scripts to scripts/archive/
- Scripts: analyze_flipper_signatures, analyze_tembed_files, identify_tembed_devices,
  import_flipper_sqlite, import_tembed_signatures, match_tembed_with_db,
  match_with_flipper_db, rematch_captures, test_gps_extraction,
  test_tembed_matching, test_wardriving_import

**Consolidated API:**
- Renamed main.py → main_orm_legacy.py (archived old ORM-based API)
- main_simple.py is now the primary production API

## Phase 2: Pattern Decoder Integration 

**CRITICAL FIX: Pattern decoder now integrated into production API!**

**Changes:**
1. Updated main_simple.py to use unified SignatureMatcher
2. Added 6 strategies to matcher pipeline:
   - ExactMatcher (protocol + frequency)
   - FrequencyMatcher (frequency-based)
   - BitPatternMatcher (data patterns)
   - TimingMatcher (timing-based)
   - RTL433DecoderStrategy (RTL_433 decoder)
   - PatternBasedStrategy (NEW! Pattern decoder for short captures)

3. Created MockDB class for simplified mode (no real database)
4. Replaced old get_matcher() with get_matcher_engine()
5. Updated upload handler to use MatchResult format
6. All matches now include confidence scores and match methods

**Result:**
- Pattern decoder is NOW ACTIVE in production 🎉
- Unified matching pipeline with 6 strategies
- Cleaner codebase (-1,859 lines)
- Single source of truth for matching logic

🎉 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2026-01-14 22:33:32 -08:00

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#!/usr/bin/env python3
"""
Re-match existing captures with device matcher
Runs the device matcher on all existing captures in the database
"""
import sys
import json
from pathlib import Path
# Add project root to path
sys.path.insert(0, str(Path(__file__).parent.parent))
from src.matcher.simple_matcher import get_matcher
def rematch_captures(storage_file):
"""Re-run device matching on existing captures"""
if not Path(storage_file).exists():
print(f"❌ Storage file not found: {storage_file}")
return 1
# Load existing captures
with open(storage_file, 'r') as f:
data = json.load(f)
captures = data.get('captures', [])
if not captures:
print("️ No captures to process")
return 0
print(f"🔄 Re-matching {len(captures)} captures...")
matcher = get_matcher()
updated_count = 0
for i, capture in enumerate(captures, 1):
frequency = capture.get('frequency', 0)
protocol = capture.get('protocol', 'RAW')
preset = capture.get('preset', 'Unknown')
# Skip if already has device data
if capture.get('device_name'):
continue
# Perform matching
matches = matcher.match(frequency, protocol, preset)
best_match = matches[0] if matches else None
if best_match:
# Update capture with device data
capture['device_name'] = best_match.device_name
capture['device_category'] = best_match.device_category
capture['match_confidence'] = best_match.confidence
capture['match_method'] = best_match.match_method
capture['device_description'] = best_match.description
capture['matched_devices'] = [
{
"device_name": m.device_name,
"category": m.device_category,
"confidence": m.confidence,
"method": m.match_method,
"description": m.description
}
for m in matches[:5]
]
updated_count += 1
print(f" [{i}/{len(captures)}] {capture['filename']}: {best_match.device_name} ({best_match.confidence:.0%})")
else:
print(f" [{i}/{len(captures)}] {capture['filename']}: No match found")
# Save updated data
with open(storage_file, 'w') as f:
json.dump(data, f, indent=2)
print(f"\n✅ Updated {updated_count}/{len(captures)} captures with device information")
return 0
if __name__ == '__main__':
STORAGE_FILE = Path(__file__).parent.parent / "data" / "captures_simple.json"
sys.exit(rematch_captures(STORAGE_FILE))