trentuna/candle-annotator
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candle-annotator/services/ml
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Marko Djordjevic 3dc0014328 feat: add training resource limits (500MB size check + 30-min timeout) 
- Import concurrent.futures for timeout support
- In _run_training_background: check df.memory_usage(deep=True).sum()
  after loading the labeled dataset; raise ValueError if > 500MB
- Wrap model.fit() in a ThreadPoolExecutor with a 1800s timeout;
  on TimeoutError update DB status to "failed" with message
  "Training timed out after 30 minutes" and return early
- Mark task 5.7 as done in openspec/changes/code-review-fix/tasks.md

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-18 11:31:33 +01:00
..
.dvc feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
app feat: add training resource limits (500MB size check + 30-min timeout) 2026-02-18 11:31:33 +01:00
candle_ml.egg-info feat(ml): add TA-Lib annotation generation and import workflow 2026-02-15 19:18:28 +01:00
config fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
features fix: make volume column optional in feature engineering, skip MFI when absent 2026-02-18 01:01:32 +01:00
migrations feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
mlruns feat: add models/ and *.pkl to .gitignore, remove tracked model files from git history 2026-02-18 10:55:48 +01:00
training fix(ml): complete ML pipeline fixes and setup 2026-02-15 21:29:54 +01:00
.dvcignore feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
Dockerfile fix: add curl to ml-service for healthcheck 2026-02-16 17:31:08 +01:00
generate_talib_annotations.py fix(ml): handle date strings in TA-Lib annotation generator 2026-02-15 19:30:38 +01:00
pipeline.py feat(ml): implement training stage with MLflow tracking and model wrappers 2026-02-15 14:22:19 +01:00
pyproject.toml feat(ml): add database schema, config parser, and DVC setup 2026-02-15 12:08:53 +01:00
talib_annotations.json fix(scripts): add created_at timestamps to annotation import 2026-02-15 19:36:55 +01:00
test_db_access.py fix: resolve numpy type conversion issues in ML service data access 2026-02-17 14:10:21 +01:00
uv.lock feat(ml): add TA-Lib annotation generation and import workflow 2026-02-15 19:18:28 +01:00