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candle-annotator/services/ml/app
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Marko Djordjevic b8e649e333 feat: add FastAPI pattern detection endpoints (Section 1) 
- Extract CDL pattern detection logic into services/ml/app/patterns.py
  with TALIB_PATTERNS dict, get_available_patterns(), validate_pattern_names(),
  and detect_patterns(candles, pattern_names) functions
- Add GET /patterns/available endpoint returning all 54 supported CDL pattern
  names with display names
- Add POST /patterns/detect endpoint accepting {candles, patterns}, running
  selected CDL functions, returning span annotations with source "talib"
- Add input validation: reject invalid pattern names with HTTP 400,
  treat empty patterns list as "run all"

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-02-17 18:34:14 +01:00
..
__init__.py feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
annotation_ingestion.py feat: add Python migration script and successfully test SQLite to PostgreSQL data migration 2026-02-17 14:01:21 +01:00
config.py feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
data_access.py fix: resolve numpy type conversion issues in ML service data access 2026-02-17 14:10:21 +01:00
db.py fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
main.py feat: add FastAPI pattern detection endpoints (Section 1) 2026-02-17 18:34:14 +01:00
patterns.py feat: add FastAPI pattern detection endpoints (Section 1) 2026-02-17 18:34:14 +01:00
preprocessing.py fix(ml): add windowed feature flattening for inference parity 2026-02-15 22:07:06 +01:00