feat(ml): add database schema, config parser, and DVC setup

- Initialize DVC with local storage backend (task 1.6)
- Create PostgreSQL schema for training_runs table (task 1.7)
- Add SQLAlchemy database connection setup (task 1.8)
- Create Pydantic config models for pipeline.yaml (task 2.1)
- Add migration runner for database setup
- Fix pyproject.toml package discovery config
This commit is contained in:
Marko Djordjevic 2026-02-15 12:08:53 +01:00
parent 1a653c5866
commit ea339a54a7
15 changed files with 412 additions and 4 deletions

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Metadata-Version: 2.4
Name: candle-ml
Version: 0.1.0
Summary: ML service for candlestick pattern recognition
Requires-Python: >=3.11
Requires-Dist: fastapi>=0.109.0
Requires-Dist: uvicorn[standard]>=0.27.0
Requires-Dist: scikit-learn>=1.4.0
Requires-Dist: xgboost>=2.0.3
Requires-Dist: pandas>=2.2.0
Requires-Dist: numpy>=1.26.0
Requires-Dist: joblib>=1.3.2
Requires-Dist: mlflow>=2.10.0
Requires-Dist: pyyaml>=6.0.1
Requires-Dist: TA-Lib>=0.4.28
Requires-Dist: dvc>=3.40.0
Requires-Dist: sqlalchemy>=2.0.25
Requires-Dist: psycopg2-binary>=2.9.9
Requires-Dist: pydantic>=2.5.0
Requires-Dist: pydantic-settings>=2.1.0
Requires-Dist: matplotlib>=3.8.2
Requires-Dist: seaborn>=0.13.1

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pyproject.toml
candle_ml.egg-info/PKG-INFO
candle_ml.egg-info/SOURCES.txt
candle_ml.egg-info/dependency_links.txt
candle_ml.egg-info/requires.txt
candle_ml.egg-info/top_level.txt

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fastapi>=0.109.0
uvicorn[standard]>=0.27.0
scikit-learn>=1.4.0
xgboost>=2.0.3
pandas>=2.2.0
numpy>=1.26.0
joblib>=1.3.2
mlflow>=2.10.0
pyyaml>=6.0.1
TA-Lib>=0.4.28
dvc>=3.40.0
sqlalchemy>=2.0.25
psycopg2-binary>=2.9.9
pydantic>=2.5.0
pydantic-settings>=2.1.0
matplotlib>=3.8.2
seaborn>=0.13.1

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app
features
inference
training