# 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
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
