Add all the code for training service

services/training/requirements.txt

@@ -1,27 +1,47 @@
+# services/training/requirements.txt
+# FastAPI and server
 fastapi==0.104.1
 uvicorn[standard]==0.24.0
+python-multipart==0.0.6
+
+# Database
 sqlalchemy==2.0.23
 asyncpg==0.29.0
 alembic==1.12.1
-pydantic==2.5.0
-pydantic-settings==2.1.0
-httpx==0.25.2
-redis==5.0.1
-aio-pika==9.3.0
-prometheus-client==0.17.1
-python-json-logger==2.0.4
+psycopg2-binary==2.9.9
 
-# ML dependencies
-prophet==1.1.4
+# ML libraries
+prophet==1.1.5
 scikit-learn==1.3.2
-pandas==2.1.4
+pandas==2.1.3
 numpy==1.24.4
 joblib==1.3.2
-scipy==1.11.4
+
+# HTTP client
+httpx==0.25.2
+
+# Validation
+pydantic==2.5.0
+pydantic-settings==2.1.0
+
+# Authentication
+python-jose[cryptography]==3.3.0
+passlib[bcrypt]==1.7.4
+python-multipart==0.0.6
+
+# Messaging
+aio-pika==9.3.1
+
+# Monitoring and logging
+structlog==23.2.0
+prometheus-client==0.19.0
+
+# Development and testing
+pytest==7.4.3
+pytest-asyncio==0.21.1
+pytest-mock==3.12.0
+httpx==0.25.2
 
 # Utilities
-pytz==2023.3
 python-dateutil==2.8.2
-
-python-logstash==0.4.8
-structlog==23.2.0
+pytz==2023.3