Initial commit — Trading AI Secure project complet

Architecture Docker (8 services), FastAPI, TimescaleDB, Redis, Streamlit.
Stratégies : scalping, intraday, swing. MLEngine + RegimeDetector (HMM).
BacktestEngine + WalkForwardAnalyzer + Optuna optimizer.
Routes API complètes dont /optimize async.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

docker-compose.yml

@@ -0,0 +1,215 @@
+# ============================================================
+# Trading AI Secure - Docker Compose
+# ============================================================
+# Démarrage :  docker compose up -d
+# Arrêt :      docker compose down
+# Logs :       docker compose logs -f trading-api
+# Rebuild :    docker compose build --no-cache trading-api
+# ============================================================
+
+networks:
+  trading-net:
+    driver: bridge
+    enable_ipv6: false
+
+volumes:
+  trading-db-data:
+  trading-redis-data:
+  trading-jupyter-data:
+  trading-grafana-data:
+  trading-prometheus-data:
+
+services:
+
+  # ----------------------------------------------------------
+  # BASE DE DONNÉES : TimescaleDB
+  # PostgreSQL + extension time-series pour OHLCV, trades, positions
+  # ----------------------------------------------------------
+  trading-db:
+    image: timescale/timescaledb:latest-pg16
+    container_name: trading-db
+    restart: unless-stopped
+    environment:
+      POSTGRES_USER: ${TRADING_DB_USER:-trading}
+      POSTGRES_PASSWORD: ${TRADING_DB_PASSWORD:?TRADING_DB_PASSWORD requis dans .env}
+      POSTGRES_DB: ${TRADING_DB_NAME:-trading_db}
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      - trading-db-data:/var/lib/postgresql/data
+      - /etc/localtime:/etc/localtime:ro
+    networks:
+      - trading-net
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U ${TRADING_DB_USER:-trading} -d ${TRADING_DB_NAME:-trading_db}"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 30s
+
+  # ----------------------------------------------------------
+  # CACHE : Redis
+  # Données marché temps réel, signaux, sessions
+  # ----------------------------------------------------------
+  trading-redis:
+    image: redis:7-alpine
+    container_name: trading-redis
+    restart: unless-stopped
+    volumes:
+      - trading-redis-data:/data
+    networks:
+      - trading-net
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+
+  # ----------------------------------------------------------
+  # BACKEND : FastAPI
+  # Orchestration, stratégies, backtesting, risk manager
+  # Port exposé pour NPM : 8100
+  # ----------------------------------------------------------
+  trading-api:
+    build:
+      context: .
+      dockerfile: docker/api/Dockerfile
+    container_name: trading-api
+    restart: unless-stopped
+    ports:
+      - "8100:8100"
+    environment:
+      DATABASE_URL: postgresql://${TRADING_DB_USER:-trading}:${TRADING_DB_PASSWORD}@trading-db:5432/${TRADING_DB_NAME:-trading_db}
+      REDIS_URL: redis://trading-redis:6379
+      ML_SERVICE_URL: http://trading-ml:8200
+      ALPHA_VANTAGE_API_KEY: ${ALPHA_VANTAGE_API_KEY:-}
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      # Montage en développement - retirer en production
+      - ./src:/app/src
+      - ./config:/app/config
+    networks:
+      - trading-net
+    depends_on:
+      trading-db:
+        condition: service_healthy
+      trading-redis:
+        condition: service_healthy
+
+  # ----------------------------------------------------------
+  # SERVICE ML : FastAPI (microservice ML lourd)
+  # Prédictions, détection régime, optimisation Optuna
+  # Port exposé pour NPM : 8200
+  # ----------------------------------------------------------
+  trading-ml:
+    build:
+      context: .
+      dockerfile: docker/ml/Dockerfile
+    container_name: trading-ml
+    restart: unless-stopped
+    ports:
+      - "8200:8200"
+    environment:
+      DATABASE_URL: postgresql://${TRADING_DB_USER:-trading}:${TRADING_DB_PASSWORD}@trading-db:5432/${TRADING_DB_NAME:-trading_db}
+      REDIS_URL: redis://trading-redis:6379
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      - ./src:/app/src
+      - ./config:/app/config
+    networks:
+      - trading-net
+    depends_on:
+      trading-db:
+        condition: service_healthy
+      trading-redis:
+        condition: service_healthy
+
+  # ----------------------------------------------------------
+  # DASHBOARD : Streamlit
+  # Interface de monitoring et contrôle
+  # Port exposé pour NPM : 8501
+  # ----------------------------------------------------------
+  trading-dashboard:
+    build:
+      context: .
+      dockerfile: docker/dashboard/Dockerfile
+    container_name: trading-dashboard
+    restart: unless-stopped
+    ports:
+      - "8501:8501"
+    environment:
+      API_URL: http://trading-api:8100
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      - ./src:/app/src
+      - ./config:/app/config
+    networks:
+      - trading-net
+    depends_on:
+      - trading-api
+
+  # ----------------------------------------------------------
+  # JUPYTER LAB : Exploration ML & Data
+  # Port exposé pour NPM : 8888
+  # ----------------------------------------------------------
+  trading-jupyter:
+    build:
+      context: .
+      dockerfile: docker/jupyter/Dockerfile
+    container_name: trading-jupyter
+    restart: unless-stopped
+    ports:
+      - "8888:8888"
+    environment:
+      JUPYTER_TOKEN: ${JUPYTER_TOKEN:-}
+      DATABASE_URL: postgresql://${TRADING_DB_USER:-trading}:${TRADING_DB_PASSWORD}@trading-db:5432/${TRADING_DB_NAME:-trading_db}
+      REDIS_URL: redis://trading-redis:6379
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      - ./src:/app/src
+      - ./config:/app/config
+      - trading-jupyter-data:/app/notebooks
+    networks:
+      - trading-net
+    depends_on:
+      trading-db:
+        condition: service_healthy
+
+  # ----------------------------------------------------------
+  # MONITORING : Prometheus
+  # Collecte métriques depuis trading-api et trading-ml
+  # ----------------------------------------------------------
+  trading-prometheus:
+    image: prom/prometheus:latest
+    container_name: trading-prometheus
+    restart: unless-stopped
+    volumes:
+      - ./docker/prometheus/prometheus.yml:/etc/prometheus/prometheus.yml:ro
+      - trading-prometheus-data:/prometheus
+    networks:
+      - trading-net
+    depends_on:
+      - trading-api
+      - trading-ml
+
+  # ----------------------------------------------------------
+  # MONITORING : Grafana
+  # Dashboards temps réel P&L, drawdown, métriques système
+  # Port exposé pour NPM : 3100
+  # ----------------------------------------------------------
+  trading-grafana:
+    image: grafana/grafana:latest
+    container_name: trading-grafana
+    restart: unless-stopped
+    ports:
+      - "3100:3000"
+    environment:
+      GF_SECURITY_ADMIN_USER: ${GRAFANA_ADMIN_USER:-admin}
+      GF_SECURITY_ADMIN_PASSWORD: ${GRAFANA_ADMIN_PASSWORD:?GRAFANA_ADMIN_PASSWORD requis dans .env}
+      GF_SERVER_ROOT_URL: "%(protocol)s://%(domain)s/"
+      TZ: ${TZ:-Europe/Paris}
+    volumes:
+      - trading-grafana-data:/var/lib/grafana
+    networks:
+      - trading-net
+    depends_on:
+      - trading-prometheus