Complete AGI Trading Platform: trading engine, DataOps, infrastructure, tests, CI/CD, docs

.env.example

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+# AGI Trading Platform - Environment Variables Template
+# Copy to .env and fill in your values
+
+# ─── Exchange Credentials ──────────────────────────────────────────────────
+# Alpaca (paper trading by default)
+ALPACA_API_KEY=your_alpaca_api_key_here
+ALPACA_SECRET_KEY=your_alpaca_secret_key_here
+
+# Binance (testnet by default)
+BINANCE_API_KEY=your_binance_api_key_here
+BINANCE_SECRET_KEY=your_binance_secret_key_here
+
+# ─── Database ──────────────────────────────────────────────────────────────
+TRADING_DB_HOST=localhost
+TRADING_DB_PORT=5432
+TRADING_DB_NAME=trading
+TRADING_DB_USER=trading_user
+TRADING_DB_PASSWORD=changeme
+
+# ─── Redis ─────────────────────────────────────────────────────────────────
+TRADING_REDIS_HOST=localhost
+TRADING_REDIS_PORT=6379
+TRADING_REDIS_PASSWORD=
+
+# ─── Risk Management ───────────────────────────────────────────────────────
+TRADING_RISK_MAX_POSITION_SIZE_USD=100000.0
+TRADING_RISK_MAX_PORTFOLIO_DRAWDOWN_PCT=10.0
+TRADING_RISK_MAX_ORDER_SIZE_USD=50000.0
+TRADING_RISK_DAILY_LOSS_LIMIT_USD=20000.0
+
+# ─── Logging ───────────────────────────────────────────────────────────────
+TRADING_LOG_LEVEL=INFO
+TRADING_LOG_SERIALIZE=false
+
+# ─── AGI Configuration ─────────────────────────────────────────────────────
+TRADING_AGI_ENABLED=true
+TRADING_AGI_CONFIDENCE_THRESHOLD=0.7
+
+# ─── Infrastructure ────────────────────────────────────────────────────────
+GRAFANA_PASSWORD=admin
+DB_PASSWORD=changeme

.github/workflows/cd.yml

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+name: CD
+
+on:
+  push:
+    branches: [main]
+    tags: ['v*']
+
+permissions:
+  contents: read
+
+jobs:
+  deploy-staging:
+    name: Deploy to Staging
+    runs-on: ubuntu-latest
+    environment: staging
+    if: github.ref == 'refs/heads/main'
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to container registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ secrets.REGISTRY_URL }}
+          username: ${{ secrets.REGISTRY_USERNAME }}
+          password: ${{ secrets.REGISTRY_PASSWORD }}
+
+      - name: Build and push trading-engine
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: docker/Dockerfile.trading-engine
+          push: true
+          tags: |
+            ${{ secrets.REGISTRY_URL }}/trading-engine:staging
+            ${{ secrets.REGISTRY_URL }}/trading-engine:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Deploy to staging Kubernetes
+        run: |
+          echo "Deploying to staging..."
+          # kubectl apply -f infrastructure/kubernetes/deployments/
+        env:
+          KUBECONFIG_DATA: ${{ secrets.STAGING_KUBECONFIG }}
+
+  deploy-production:
+    name: Deploy to Production
+    runs-on: ubuntu-latest
+    environment: production
+    needs: [deploy-staging]
+    if: startsWith(github.ref, 'refs/tags/v')
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to container registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ secrets.REGISTRY_URL }}
+          username: ${{ secrets.REGISTRY_USERNAME }}
+          password: ${{ secrets.REGISTRY_PASSWORD }}
+
+      - name: Build and push trading-engine
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: docker/Dockerfile.trading-engine
+          push: true
+          tags: |
+            ${{ secrets.REGISTRY_URL }}/trading-engine:latest
+            ${{ secrets.REGISTRY_URL }}/trading-engine:${{ github.ref_name }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Deploy to production Kubernetes
+        run: |
+          echo "Deploying to production..."
+          # kubectl apply -f infrastructure/kubernetes/deployments/
+        env:
+          KUBECONFIG_DATA: ${{ secrets.PRODUCTION_KUBECONFIG }}

.github/workflows/ci.yml

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+name: CI
+
+on:
+  push:
+    branches: [main, 'copilot/**']
+  pull_request:
+    branches: [main]
+
+permissions:
+  contents: read
+
+jobs:
+  lint:
+    name: Lint
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+
+      - name: Install linting dependencies
+        run: |
+          pip install ruff mypy
+
+      - name: Run ruff
+        run: ruff check . --ignore E501
+
+      - name: Run mypy (shared layer only)
+        run: mypy shared/ --ignore-missing-imports --no-strict-optional
+        continue-on-error: true
+
+  test:
+    name: Test
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.12'
+          cache: pip
+
+      - name: Install dependencies
+        run: |
+          pip install pydantic>=2.6.0 pydantic-settings>=2.2.0 loguru>=0.7.0 pyyaml>=6.0.1
+          pip install pytest>=8.0.0 pytest-asyncio>=0.23.0 pytest-cov>=4.1.0 pytest-mock>=3.12.0
+
+      - name: Run unit tests
+        run: |
+          pytest tests/unit/ -v --cov=trading_engine --cov=shared --cov-report=xml
+        env:
+          PYTHONPATH: ${{ github.workspace }}
+
+      - name: Upload coverage
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage-report
+          path: coverage.xml
+        if: always()
+
+  build:
+    name: Build Docker Image
+    runs-on: ubuntu-latest
+    needs: [lint, test]
+    permissions:
+      contents: read
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Build trading-engine image
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: docker/Dockerfile.trading-engine
+          push: false
+          tags: trading-engine:${{ github.sha }}
+          cache-from: type=gha
+          cache-to: type=gha,mode=max

.gitignore

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+__pycache__/
+*.pyc
+*.pyo
+.env
+*.egg-info/
+dist/
+build/
+.pytest_cache/
+.coverage
+coverage.xml
+*.log
+logs/
+.mypy_cache/
+.ruff_cache/
+node_modules/

README.md

@@ -1 +1,129 @@
-# rag7
+# AGI Trading Platform
+
+An AI-powered algorithmic trading platform with AGI orchestration, multi-exchange connectivity, real-time risk management, and TimescaleDB-backed market data storage.
+
+> **⚠️ Paper / testnet mode is enabled by default.** No real capital is at risk during development.
+
+---
+
+## Architecture Overview
+
+```
+┌─────────────────────────────────────────────────────────┐
+│                  FastAPI Application (main.py)           │
+├──────────────┬──────────────┬───────────────────────────┤
+│ trading_engine│   dataops    │        shared             │
+│ ├ connectors │ ├ ingestion  │ ├ models (Pydantic v2)    │
+│ ├ execution  │ ├ storage    │ ├ common (config/logger)  │
+│ ├ risk_mgmt  │ └ processing │ └ exceptions              │
+│ └ portfolio  │              │                           │
+└──────────────┴──────────────┴───────────────────────────┘
+         │              │
+   Alpaca / Binance   Redis · Kafka · TimescaleDB
+```
+
+| Layer | Responsibility |
+|---|---|
+| `shared/` | Pydantic models, config (pydantic-settings), structured logging (loguru), exceptions |
+| `trading_engine/` | Exchange connectors (Alpaca, Binance), order lifecycle, pre-trade risk, portfolio P&L |
+| `dataops/` | WebSocket market data collection, TimescaleDB persistence, Kafka stream processing |
+
+---
+
+## Quick Start
+
+### Prerequisites
+
+- Python 3.12+
+- Docker & Docker Compose
+
+### 1. Clone and configure
+
+```bash
+cp .env.example .env
+# Edit .env with your API keys (leave as placeholders for paper trading)
+```
+
+### 2. Start infrastructure
+
+```bash
+docker compose up -d postgres redis kafka
+```
+
+### 3. Install Python dependencies
+
+```bash
+pip install -r requirements.txt
+```
+
+### 4. Run the API server
+
+```bash
+export PYTHONPATH=$(pwd)
+uvicorn main:app --reload --port 8000
+```
+
+The API will be available at <http://localhost:8000>.
+Interactive docs: <http://localhost:8000/docs>
+
+### 5. Run tests
+
+```bash
+pytest tests/unit/ -v
+```
+
+---
+
+## Component Reference
+
+### `shared/models/`
+
+| Model | Description |
+|---|---|
+| `Order` | Full order lifecycle with fills, status transitions |
+| `Position` | Open position with entry price and unrealised P&L |
+| `Portfolio` | Aggregate portfolio with drawdown tracking |
+| `OHLCV` | Candlestick bar |
+| `OrderBook` | Level-2 order book snapshot |
+| `TradingSignal` | Directional signal from a single model |
+| `RiskAssessment` | Pre-trade risk evaluation result |
+| `AGIDecision` | Composite action from the AGI orchestrator |
+
+### `trading_engine/`
+
+- **`AlpacaConnector`** – paper/live trading via alpaca-py
+- **`BinanceConnector`** – spot trading via python-binance (testnet default)
+- **`OrderManager`** – async order registry with exchange sync
+- **`RiskEngine`** – configurable pre-trade limit checks
+- **`PortfolioManager`** – thread-safe position and P&L tracking
+
+### `dataops/`
+
+- **`MarketDataCollector`** – WebSocket feed with Redis pub/sub fan-out
+- **`TimeSeriesDB`** – asyncpg + TimescaleDB for OHLCV and trade storage
+- **`StreamProcessor`** – aiokafka producer/consumer with auto-reconnect
+
+---
+
+## Configuration
+
+All settings live in `config.yaml` and can be overridden by environment variables prefixed with `TRADING_`:
+
+```bash
+TRADING_DB_HOST=my-db-server
+TRADING_RISK_MAX_ORDER_SIZE_USD=25000
+TRADING_LOG_LEVEL=DEBUG
+```
+
+See `.env.example` for all available variables.
+
+---
+
+## Paper Trading Note
+
+Both exchange connectors default to paper/testnet mode:
+
+- **Alpaca**: `ALPACA_PAPER=true` (default) → paper-api.alpaca.markets
+- **Binance**: `BINANCE_TESTNET=true` (default) → testnet.binance.vision
+
+Set these to `false` only when you are ready to trade with real capital and have reviewed all risk limits in `config.yaml`.