Initial commit - production deployment

services/training/requirements.txt

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+# services/training/requirements.txt
+# FastAPI and server
+fastapi==0.119.0
+uvicorn[standard]==0.32.1
+python-multipart==0.0.6
+
+# Database
+sqlalchemy==2.0.44
+asyncpg==0.30.0
+alembic==1.17.0
+psycopg2-binary==2.9.10
+
+# ML libraries
+prophet==1.2.1
+cmdstanpy==1.2.4
+scikit-learn==1.6.1
+pandas==2.2.3
+numpy==2.2.2
+joblib==1.4.2
+minio==7.2.2
+xgboost==2.1.3
+
+# HTTP client
+httpx==0.28.1
+
+# Validation
+pydantic==2.12.3
+pydantic-settings==2.7.1
+email-validator==2.2.0
+
+# Authentication
+python-jose[cryptography]==3.3.0
+passlib[bcrypt]==1.7.4
+cryptography==44.0.0
+
+# Messaging
+aio-pika==9.4.3
+
+# Monitoring and logging
+structlog==25.4.0
+opentelemetry-api==1.39.1
+opentelemetry-sdk==1.39.1
+opentelemetry-instrumentation-fastapi==0.60b1
+opentelemetry-exporter-otlp-proto-grpc==1.39.1
+opentelemetry-instrumentation-httpx==0.60b1
+opentelemetry-instrumentation-redis==0.60b1
+opentelemetry-instrumentation-sqlalchemy==0.60b1
+
+# Development and testing
+pytest==8.3.4
+pytest-asyncio==0.25.2
+pytest-mock==3.14.0
+pytest-cov==6.0.0
+coverage==7.6.9
+psutil==6.1.1
+
+# Utilities
+python-dateutil==2.9.0.post0
+pytz==2024.2
+holidays==0.63
+
+# Hyperparameter optimization
+optuna==4.2.0
+redis==6.4.0