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REM ========================================================================
REM Drug Repurposing AI System - Production Startup (Windows)
REM ========================================================================
REM This script installs all dependencies and starts the API server
setlocal enabledelayedexpansion
cls
echo.
echo ========================================================================
echo ^^ DRUG REPURPOSING AI SYSTEM ^^
echo ^^ Production API Startup ^^
echo ========================================================================
echo.
REM Check Python installation
python --version >nul 2>&1
if %errorlevel% neq 0 (
echo ERROR: Python is not installed or not in PATH
echo Please install Python 3.10+ from https://www.python.org/
pause
exit /b 1
)
REM Step 1: Create/Activate virtual environment
echo [1/4] Setting up virtual environment...
if not exist "venv" (
echo Creating new virtual environment...
python -m venv venv
if !errorlevel! neq 0 (
echo ERROR: Failed to create virtual environment
pause
exit /b 1
)
) else (
echo Virtual environment already exists
)
call venv\Scripts\activate.bat
if !errorlevel! neq 0 (
echo ERROR: Failed to activate virtual environment
pause
exit /b 1
)
echo ✅ Virtual environment activated
echo.
REM Step 2: Upgrade pip
echo [2/4] Upgrading pip and setuptools...
python -m pip install --upgrade pip setuptools wheel -q
echo ✅ pip upgraded
echo.
REM Step 3: Install base dependencies
echo [3/4] Installing dependencies from requirements.txt...
pip install -r requirements.txt -q
if !errorlevel! neq 0 (
echo WARNING: Some dependencies failed to install
echo This may be normal if you're missing optional packages
)
echo.
REM Step 4: Install special packages (optional but important)
echo [3.5/4] Installing specialized packages...
echo Installing DeepPurpose from GitHub...
pip install git+https://github.com/kexinhuang12345/DeepPurpose.git -q 2>nul
if !errorlevel! neq 0 (
echo WARNING: DeepPurpose installation failed
echo The API will still run but use local mock predictions
echo To use real AI predictions, install manually:
echo pip install git+https://github.com/kexinhuang12345/DeepPurpose.git
)
echo Installing TDC (Therapeutic Data Commons)...
pip install git+https://github.com/Alantic/TDC.git -q 2>nul
if !errorlevel! neq 0 (
echo NOTE: TDC installation failed
echo The API will use local fallback drug library (40+ FDA-approved drugs)
)
echo.
REM Step 5: Display startup info and start server
echo ========================================================================
echo ✅ [4/4] SETUP COMPLETE - STARTING API SERVER
echo ========================================================================
echo.
echo 🌐 API DOCUMENTATION & ENDPOINTS:
echo • Interactive Swagger Docs: http://localhost:8000/docs
echo • Alternative ReDoc Docs: http://localhost:8000/redoc
echo • OpenAPI Schema: http://localhost:8000/openapi.json
echo.
echo 📊 MONITORING ENDPOINTS:
echo • Health Check: http://localhost:8000/health
echo • Model Status: http://localhost:8000/api/v1/model-status
echo.
echo 🧬 MAIN SCREENING ENDPOINT (POST):
echo • Virtual Screening: http://localhost:8000/api/v1/screen
echo Request body:
echo {
echo "disease_name": "Type 2 Diabetes",
echo "min_score": 0.5,
echo "top_n_targets": 10,
echo "known_drugs": ["Metformin"]
echo }
echo.
echo 📋 ADDITIONAL ENDPOINTS (POST):
echo • Get Disease Targets: http://localhost:8000/api/v1/disease-targets
echo • Get Protein Sequences: http://localhost:8000/api/v1/protein-sequences
echo • Get Drug Library: http://localhost:8000/api/v1/drug-library
echo.
echo ⏹️ Press CTRL+C to stop the server
echo ========================================================================
echo.
REM Start the API server
python -m uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload
pause
echo ========================================================================
echo.
python -m uvicorn app.main:app --host 0.0.0.0 --port 8000 --log-level info
if %errorlevel% neq 0 (
echo.
echo ❌ API failed to start
echo.
echo Troubleshooting:
echo • Check dependencies: pip install -r requirements.txt
echo • Check DeepPurpose: python -c "import deepPurpose"
echo • Check app exists: dir app\main.py
echo.
pause
)
endlocal
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