Add initial project files for Soil Water Balance Model including Docker setup, deployment scripts, API implementation, and data files

.dockerignore

@@ -0,0 +1,50 @@
+# Python
+__pycache__/
+*.pyc
+*.pyo
+*.pyd
+.Python
+env/
+venv/
+.venv/
+pip-log.txt
+pip-delete-this-directory.txt
+.tox/
+.coverage
+.coverage.*
+.pytest_cache/
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# OS
+.DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
+Thumbs.db
+
+# Git
+.git/
+.gitignore
+
+# Documentation
+*.md
+README.md
+
+# Docker
+Dockerfile
+.dockerignore
+
+# Logs
+*.log
+
+# Testing
+test_*.py
+*_test.py

Dockerfile

@@ -0,0 +1,40 @@
+# Use Python 3.11 slim image as base
+FROM python:3.11-slim
+
+# Set working directory
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    gcc \
+    g++ \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements first for better caching
+COPY requirements.txt .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy application code
+COPY main.py .
+COPY test_api.py .
+
+# Copy data directory
+COPY data/ ./data/
+
+# Create non-root user for security
+RUN useradd --create-home --shell /bin/bash app \
+    && chown -R app:app /app
+USER app
+
+# Expose port
+EXPOSE 8000
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
+    CMD curl -f http://localhost:8000/health || exit 1
+
+# Start the application
+CMD ["python", "main.py"]

data/57278_2024.csv

@@ -0,0 +1,732 @@
+date,Tmax,Tmin,SH,RAIN,Tmean,u2,RHave,RHmin,Atm
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data/N_organ.json

@@ -0,0 +1,38 @@
+{
+    "CNI":[1,1,1,1],
+    "straw_N_content":0.016,
+    "straw_amonut":0.03,
+    "FW2":1,    
+    "Nstrawm":0,
+    "Nd":0, 
+    "aerfa_Nc": 3.53,
+    "beta_Nc": -0.28,
+    "aerfa_Nmax": 3.64,
+    "beta_Nmax": -0.25,
+    "aerfa_Nmin": 1.96,
+    "beta_Nmin": -0.33,
+    "aerfa_LV_Nc": 3.76,
+    "beta_LV_Nc": -0.22,
+    "aerfa_LV_Nmax": 3.93,
+    "beta_LV_Nmax": -0.2,
+    "aerfa_LV_Nmin": 2.22,
+    "beta_LV_Nmin": -0.24,
+    "aerfa_SO_Nc": 3.76,
+    "beta_SO_Nc": -0.22,
+    "aerfa_SO_Nmax": 3.93,
+    "beta_SO_Nmax": -0.2,
+    "aerfa_SO_Nmin": 2.22,
+    "beta_SO_Nmin": -0.24,
+    "aerfa_ST_Nc": 3.76,
+    "beta_ST_Nc": -0.22,
+    "aerfa_ST_Nmax": 3.93,
+    "beta_ST_Nmax": -0.2,
+    "aerfa_ST_Nmin": 2.22,
+    "beta_ST_Nmin": -0.24,
+    "aerfa_RT_Nc": 3.76,
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+    "beta_RT_Nmax": -0.2,
+    "aerfa_RT_Nmin": 2.22,
+    "beta_RT_Nmin": -0.24
+}

data/SOILPROP.json

@@ -0,0 +1,84 @@
+{
+    "CN": 75, 
+    "NLAYR": 4,
+    "DLAYR": [
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+        10,
+        10,
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+        10.5,
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+        6.9
+    ],
+    "CLAY": [
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+        0.33,
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+"SNO3_0": [
+        9.8, 7.3, 5.3, 4.1
+    ], 
+"SNH4_0": [
+        2.2, 2.2, 1.5, 1.2
+    ], 
+"SW0": [0.52, 0.53, 0.55, 0.56]
+
+}

data/forecast.csv

@@ -0,0 +1,732 @@
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data/management.json

@@ -0,0 +1,8 @@
+{
+    "sowdate": "10/5/2023",
+    "latitude": 32,
+    "elevation": 100, 
+    "seed_weight": 50,
+    "Nfertilizer": {"kind": "SNH4", "amount": 200,  "date": "03/15/2024"},
+    "irrigation": {"amount": 10, "date": "03/15/2024"}
+}

data/management_nowadays.json

@@ -0,0 +1,8 @@
+{
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+    "latitude": 32,
+    "elevation": 100, 
+    "seed_weight": 50,
+    "Nfertilizer": {"kind": "SNH4", "amount": 200,  "date": "03/15/2025"},
+    "irrigation": {"amount": 10, "date": "03/15/2025"}
+}

data/nowadays.csv

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data/para.json

@@ -0,0 +1,15 @@
+{
+    "TS": 1.24,
+    "PS": 0.0066,
+    "PVT": 39,
+    "FDF": 1,
+    "P": 12,
+    "PLMXp": 16, 
+    "PLMXl": 16, 
+    "SLA": 0.0021,
+    "SPA": 0.00065, 
+    "HI": 1.15, 
+    "Tb": [0,0,5,5,5],
+    "To": [25,25,25, 25, 25],
+    "Tm": [35,35,35,35,35]
+}

data/plant_para.json

@@ -0,0 +1,18 @@
+{
+    "GDD_emergence": 120, 
+    "1.1": 0.0,
+    "1.5": 16.9,
+    "2.2": 27.85,
+    "2.4": 42.31,
+    "3.0": 66.46,
+    "pp": 0.05, 
+    "pl": 0.05, 
+    "kp": 0.5, 
+    "kl": 0.75, 
+    "RFAC1": 1050, 
+    "RTGR": 0.05,
+    "Kcbini": 0,
+    "Kcbmid": 1.15,
+    "Kcbend": 0.35,
+    "h": 0.6
+}

deploy.bat

@@ -0,0 +1,117 @@
+@echo off
+REM Soil Water Balance Model Docker Deployment Script for Windows
+
+setlocal enabledelayedexpansion
+
+set IMAGE_NAME=soil-water-model
+set CONTAINER_NAME=soil-water-model-container
+set PORT=8000
+
+echo 🚀 Starting Soil Water Balance Model deployment...
+
+REM Function to check if container is running
+:check_container
+docker ps -q -f name=%CONTAINER_NAME% >nul 2>&1
+if %errorlevel% equ 0 (
+    echo ⚠️  Container '%CONTAINER_NAME%' is already running.
+    set /p choice="Do you want to stop and restart it? (y/N): "
+    if /i "!choice!"=="y" (
+        echo 🛑 Stopping existing container...
+        docker stop %CONTAINER_NAME%
+        docker rm %CONTAINER_NAME%
+    ) else (
+        echo ❌ Deployment cancelled.
+        exit /b 1
+    )
+)
+goto :eof
+
+REM Function to build image
+:build_image
+echo 🔨 Building Docker image...
+docker build -t %IMAGE_NAME% .
+if %errorlevel% neq 0 (
+    echo ❌ Failed to build image
+    exit /b 1
+)
+echo ✅ Image built successfully!
+goto :eof
+
+REM Function to run container
+:run_container
+echo 🏃 Running container...
+docker run -d --name %CONTAINER_NAME% -p %PORT%:8000 --restart unless-stopped %IMAGE_NAME%
+if %errorlevel% neq 0 (
+    echo ❌ Failed to start container
+    exit /b 1
+)
+echo ✅ Container started successfully!
+goto :eof
+
+REM Function to show status
+:show_status
+echo 📊 Container Status:
+docker ps -f name=%CONTAINER_NAME% --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}"
+
+REM Wait a moment for container to start
+timeout /t 3 /nobreak >nul
+
+REM Test health endpoint
+echo 🔍 Testing health endpoint...
+curl -f http://localhost:%PORT%/health >nul 2>&1
+if %errorlevel% equ 0 (
+    echo ✅ Health check passed!
+    echo 🌐 API is available at: http://localhost:%PORT%
+    echo 📚 API documentation: http://localhost:%PORT%/docs
+) else (
+    echo ❌ Health check failed. Container might still be starting...
+    echo    Please wait a moment and check the logs:
+    echo    docker logs %CONTAINER_NAME%
+)
+goto :eof
+
+REM Main deployment process
+:main
+call :check_container
+call :build_image
+call :run_container
+call :show_status
+
+echo.
+echo 🎉 Deployment completed successfully!
+echo.
+echo Useful commands:
+echo   View logs: docker logs %CONTAINER_NAME%
+echo   Stop container: docker stop %CONTAINER_NAME%
+echo   Restart container: docker restart %CONTAINER_NAME%
+echo   Remove container: docker rm %CONTAINER_NAME%
+goto :eof
+
+REM Handle command line arguments
+if "%1"=="build" (
+    call :build_image
+) else if "%1"=="run" (
+    call :check_container
+    call :run_container
+    call :show_status
+) else if "%1"=="stop" (
+    echo 🛑 Stopping container...
+    docker stop %CONTAINER_NAME% 2>nul || echo Container not running
+) else if "%1"=="restart" (
+    echo 🔄 Restarting container...
+    docker restart %CONTAINER_NAME% 2>nul || (echo Container not running, starting new one... && call :run_container)
+    call :show_status
+) else if "%1"=="logs" (
+    echo 📋 Showing container logs...
+    docker logs -f %CONTAINER_NAME%
+) else if "%1"=="status" (
+    call :show_status
+) else if "%1"=="clean" (
+    echo 🧹 Cleaning up...
+    docker stop %CONTAINER_NAME% 2>nul || echo.
+    docker rm %CONTAINER_NAME% 2>nul || echo.
+    docker rmi %IMAGE_NAME% 2>nul || echo.
+    echo ✅ Cleanup completed!
+) else (
+    call :main
+)

deploy.sh

@@ -0,0 +1,121 @@
+#!/bin/bash
+
+# Soil Water Balance Model Docker Deployment Script
+
+set -e
+
+IMAGE_NAME="soil-water-model"
+CONTAINER_NAME="soil-water-model-container"
+PORT="8000"
+
+echo "🚀 Starting Soil Water Balance Model deployment..."
+
+# Function to check if container is running
+check_container() {
+    if docker ps -q -f name="$CONTAINER_NAME" | grep -q .; then
+        echo "⚠️  Container '$CONTAINER_NAME' is already running."
+        read -p "Do you want to stop and restart it? (y/N): " -r
+        if [[ $REPLY =~ ^[Yy]$ ]]; then
+            echo "🛑 Stopping existing container..."
+            docker stop "$CONTAINER_NAME"
+            docker rm "$CONTAINER_NAME"
+        else
+            echo "❌ Deployment cancelled."
+            exit 1
+        fi
+    fi
+}
+
+# Function to build image
+build_image() {
+    echo "🔨 Building Docker image..."
+    docker build -t "$IMAGE_NAME" .
+    echo "✅ Image built successfully!"
+}
+
+# Function to run container
+run_container() {
+    echo "🏃 Running container..."
+    docker run -d \
+        --name "$CONTAINER_NAME" \
+        -p "$PORT:8000" \
+        --restart unless-stopped \
+        "$IMAGE_NAME"
+    echo "✅ Container started successfully!"
+}
+
+# Function to show status
+show_status() {
+    echo "📊 Container Status:"
+    docker ps -f name="$CONTAINER_NAME" --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}"
+
+    # Wait a moment for container to start
+    sleep 3
+
+    # Test health endpoint
+    echo "🔍 Testing health endpoint..."
+    if curl -f http://localhost:"$PORT"/health > /dev/null 2>&1; then
+        echo "✅ Health check passed!"
+        echo "🌐 API is available at: http://localhost:$PORT"
+        echo "📚 API documentation: http://localhost:$PORT/docs"
+    else
+        echo "❌ Health check failed. Container might still be starting..."
+        echo "   Please wait a moment and check the logs:"
+        echo "   docker logs $CONTAINER_NAME"
+    fi
+}
+
+# Main deployment process
+main() {
+    check_container
+    build_image
+    run_container
+    show_status
+
+    echo ""
+    echo "🎉 Deployment completed successfully!"
+    echo ""
+    echo "Useful commands:"
+    echo "  View logs: docker logs $CONTAINER_NAME"
+    echo "  Stop container: docker stop $CONTAINER_NAME"
+    echo "  Restart container: docker restart $CONTAINER_NAME"
+    echo "  Remove container: docker rm $CONTAINER_NAME"
+}
+
+# Handle command line arguments
+case "${1:-}" in
+    "build")
+        build_image
+        ;;
+    "run")
+        check_container
+        run_container
+        show_status
+        ;;
+    "stop")
+        echo "🛑 Stopping container..."
+        docker stop "$CONTAINER_NAME" 2>/dev/null || echo "Container not running"
+        ;;
+    "restart")
+        echo "🔄 Restarting container..."
+        docker restart "$CONTAINER_NAME" 2>/dev/null || (echo "Container not running, starting new one..." && run_container)
+        show_status
+        ;;
+    "logs")
+        echo "📋 Showing container logs..."
+        docker logs -f "$CONTAINER_NAME"
+        ;;
+    "status")
+        show_status
+        ;;
+    "clean")
+        echo "🧹 Cleaning up..."
+        docker stop "$CONTAINER_NAME" 2>/dev/null || true
+        docker rm "$CONTAINER_NAME" 2>/dev/null || true
+        docker rmi "$IMAGE_NAME" 2>/dev/null || true
+        echo "✅ Cleanup completed!"
+        ;;
+    *)
+        main
+        ;;
+esac

docker-compose.yml

@@ -0,0 +1,19 @@
+version: '3.8'
+
+services:
+  soil-water-model:
+    build: .
+    ports:
+      - "8000:8000"
+    environment:
+      - PYTHONUNBUFFERED=1
+    restart: unless-stopped
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 40s
+    volumes:
+      # Optional: Mount data directory for live updates (development only)
+      - ./data:/app/data:ro

nginx.conf

@@ -0,0 +1,74 @@
+# Nginx configuration for Soil Water Balance Model API
+# Place this file in /etc/nginx/sites-available/ and create symlink to sites-enabled/
+
+upstream soil_water_api {
+    server 127.0.0.1:8000;
+    # Add more servers for load balancing if needed
+    # server 127.0.0.1:8001;
+    # server 127.0.0.1:8002;
+}
+
+server {
+    listen 80;
+    server_name your-domain.com;  # Replace with your actual domain
+
+    # Redirect HTTP to HTTPS (optional, but recommended)
+    return 301 https://$server_name$request_uri;
+}
+
+server {
+    listen 443 ssl http2;
+    server_name your-domain.com;  # Replace with your actual domain
+
+    # SSL configuration (replace with your actual certificates)
+    ssl_certificate /path/to/your/certificate.crt;
+    ssl_certificate_key /path/to/your/private.key;
+
+    # SSL security settings
+    ssl_protocols TLSv1.2 TLSv1.3;
+    ssl_ciphers ECDHE-RSA-AES128-GCM-SHA256:ECDHE-RSA-AES256-GCM-SHA384;
+    ssl_prefer_server_ciphers off;
+
+    # Security headers
+    add_header X-Frame-Options "SAMEORIGIN" always;
+    add_header X-XSS-Protection "1; mode=block" always;
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header Referrer-Policy "no-referrer-when-downgrade" always;
+    add_header Content-Security-Policy "default-src 'self' http: https: data: blob: 'unsafe-inline'" always;
+
+    # API endpoints
+    location / {
+        proxy_pass http://soil_water_api;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+
+        # Timeout settings
+        proxy_connect_timeout 30s;
+        proxy_send_timeout 30s;
+        proxy_read_timeout 30s;
+
+        # File upload size limit (adjust as needed)
+        client_max_body_size 50M;
+    }
+
+    # Health check endpoint (for load balancer)
+    location /health {
+        proxy_pass http://soil_water_api/health;
+        access_log off;
+    }
+
+    # API documentation
+    location /docs {
+        proxy_pass http://soil_water_api/docs;
+        proxy_set_header Host $host;
+    }
+
+    # Static files for API docs
+    location ~* \.(js|css|png|jpg|jpeg|gif|ico|svg)$ {
+        proxy_pass http://soil_water_api;
+        expires 1y;
+        add_header Cache-Control "public, immutable";
+    }
+}

requirements.txt

@@ -0,0 +1,6 @@
+fastapi==0.104.1
+uvicorn[standard]==0.24.0
+pandas==2.1.4
+numpy==1.26.2
+pydantic==2.5.0
+python-multipart==0.0.6

test_api.py

@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+"""
+测试Soil Water Balance Model API
+"""
+
+import requests
+import json
+import pandas as pd
+import os
+
+def test_health_check():
+    """测试健康检查端点"""
+    try:
+        response = requests.get("http://localhost:8000/health")
+        if response.status_code == 200:
+            print("✓ 健康检查通过")
+            return True
+        else:
+            print("✗ 健康检查失败")
+            return False
+    except Exception as e:
+        print(f"✗ 健康检查错误: {e}")
+        return False
+
+def load_test_data():
+    """加载测试数据"""
+    base_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), os.pardir))
+
+    # 加载参数文件
+    with open(os.path.join(base_dir, 'data', 'management.json')) as f:
+        management = json.load(f)
+
+    with open(os.path.join(base_dir, 'data', 'SOILPROP.json')) as f:
+        soil_params = json.load(f)
+
+    with open(os.path.join(base_dir, 'data', 'N_organ.json')) as f:
+        n_params = json.load(f)
+
+    with open(os.path.join(base_dir, 'data', 'plant_para.json')) as f:
+        plant_params = json.load(f)
+
+    with open(os.path.join(base_dir, 'data', 'para.json')) as f:
+        cultivar_params = json.load(f)
+
+    # 加载气象数据
+    weather_data = pd.read_csv(
+        os.path.join(base_dir, 'data', '57278_2024.csv'),
+        index_col='date',
+        parse_dates=True
+    )
+
+    # 转换为字典列表格式
+    weather_list = []
+    for date, row in weather_data.iterrows():
+        weather_dict = {'date': date.strftime('%m/%d/%Y')}
+        weather_dict.update(row.to_dict())
+        weather_list.append(weather_dict)
+
+    return {
+        "start_date": "10/9/2023",
+        "end_date": "10/15/2023",  # 缩短测试时间
+        "cultivar_params": cultivar_params,
+        "plant_params": plant_params,
+        "soil_params": soil_params,
+        "management": management,
+        "n_params": n_params,
+        "weather_data": weather_list
+    }
+
+def test_simulation():
+    """测试模拟计算"""
+    try:
+        test_data = load_test_data()
+
+        response = requests.post(
+            "http://localhost:8000/simulate",
+            json=test_data,
+            headers={"Content-Type": "application/json"}
+        )
+
+        if response.status_code == 200:
+            result = response.json()
+            print("✓ 模拟计算成功")
+            print(f"结果包含 {len(result.get('results', {}))} 天的计算结果")
+            return True
+        else:
+            print(f"✗ 模拟计算失败: {response.status_code}")
+            print(response.text)
+            return False
+    except Exception as e:
+        print(f"✗ 模拟计算错误: {e}")
+        return False
+
+if __name__ == "__main__":
+    print("开始测试Soil Water Balance Model API...")
+
+    # 测试健康检查
+    if not test_health_check():
+        print("API服务未运行，请先启动API服务")
+        exit(1)
+
+    # 测试模拟计算
+    if test_simulation():
+        print("所有测试通过！")
+    else:
+        print("测试失败")