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12 Commits

Author SHA1 Message Date
zhenghu
e3ac2beb7a refactor: 精简 UI 自定义样式,使用 Streamlit 原生组件替代 HTML 卡片
- 将大量自定义 CSS(主题色、卡片、徽章、alert 等)精简为仅保留字体设置
  - sidebar 标题/副标题/分隔线改用 st.header、st.caption、st.divider
  - KPI 指标卡片改用 st.metric
  - 作物推荐排行改用 st.container + st.progress
  - 种植建议的 alert 框改用 st.warning / st.success / st.info
  - 删除自定义 HTML footer,改用 st.caption
2026-04-14 17:35:42 +08:00
zhenghu
6af6a10636 refactor: 整体 UI 主题改版为浅色自然风格,并优化文案与清理代码
- 将页面主题从深色科技风改为浅色自然风(土壤棕/叶绿/麦穗黄配色)
  - 页面标题与文案统一为"种植决策助手",提升可读性
  - 移除未使用的导入(pandas、plotly.express、make_subplots)
  - 更新作物颜色配置以适配新主题
  - 调整 Plotly 图表样式(背景、轴线、网格、标注线颜色)适配浅色模式
  - 新增 Streamlit 按钮的圆角与悬停样式覆盖
  - 删除多余的伪元素装饰代码,精简 CSS
2026-04-14 11:24:08 +08:00
zhenghu
1c97a065a7 chore: 将项目名称统一为 yield-smart-app
- 更新 pyproject.toml 中的包名
  - 同步 uv.lock 中的包名
  - 更新 README.md 中的项目目录和 Docker 镜像名称
  - 更新 justfile 和 main.py 中的引用名称
2026-04-13 17:51:36 +08:00
zhenghu
3e34770e64 chore: 将 uv HTTP 超时时间从 120 秒调整为 300 秒 2026-04-13 17:45:17 +08:00
zhenghu
efa844d32f fix: 统一服务端口为 8000,固定 streamlit 版本并同步依赖锁定
- 将 Dockerfile/HealthCheck/CMD 中的服务端口从 8001 统一改为 8000
  - 同步更新 README.md 中的 docker run 端口映射
  - pyproject.toml 中 streamlit 版本从 >=1.52.1 固定为 ==1.52.1
  - 同步 uv.lock:streamlit 降级锁定至 1.52.1,同步更新 pandas、protobuf、cachetools 等依赖版本
2026-04-13 17:45:17 +08:00
zhenghu
942db700be fix: 移除 Google Fonts 外部依赖,增加本地字体回退方案
- 删除 Google Fonts 的 @import 远程加载(Noto Serif SC、JetBrains Mono),避免网络请求延迟
  - 为正文字体增加 PingFang SC、Microsoft YaHei 等本地中文字体回退
  - 为等宽字体增加 Fira Code、Source Code Pro 等本地回退
2026-04-13 17:45:17 +08:00
zhenghu
c3185cea33 fix: 增加 uv HTTP 超时时间配置,避免依赖安装超时失败 2026-04-13 17:45:17 +08:00
zhenghu
c50bf68612 chore: 同步 uv.lock 包名为连字符格式(yieldsmart → yield-smart) 2026-04-13 17:45:17 +08:00
zhenghu
f049e4b13d chore: 规范化项目名称,使用连字符分隔格式(yieldsmart → yield-smart) 2026-04-13 17:45:17 +08:00
zhenghu
817c3c75df chore: 将 uv.lock 纳入版本管理
- 从 .gitignore 中移除对 *.lock 文件的忽略规则
  - 添加 uv.lock 锁文件以确保依赖版本一致性
2026-04-13 17:45:17 +08:00
zhenghu
bf1b8235d7 chore: 调整 Streamlit 服务端口从 8000 到 8001
- 更新 Dockerfile 中 EXPOSE、ENV、HEALTHCHECK、CMD 的端口号
  - 同步更新 README.md 中的 docker run 示例端口映射
2026-04-13 17:45:17 +08:00
zhenghu
9cb70267b6 feat: 初始化 YieldSmart 农业智能决策系统
基于多因子 Cobb-Douglas 产量模型的作物种植决策支持应用。

  新增文件:
  - app.py: Streamlit 主应用,包含产量预测模型、多作物数据库、
    雷达图/敏感性分析可视化、作物推荐排行及智能建议面板
  - main.py: 入口文件
  - pyproject.toml: 项目配置(Python 3.14+,依赖 streamlit/plotly/pandas/numpy)
  - Dockerfile: 基于 uv 镜像的容器化部署配置
  - justfile: 任务自动化(运行/格式化/检查/清理)
  - .gitignore: Python/IDE/缓存忽略规则
2026-04-13 17:45:14 +08:00
8 changed files with 1222 additions and 2 deletions

26
.gitignore vendored Normal file
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# Python
__pycache__/
*.py[cod]
*.egg-info/
dist/
build/
# Virtual environment
.venv/
# IDE
.idea/
.vscode/
*.swp
*.swo
# Streamlit
.streamlit_cache/
# Ruff
.ruff_cache/
# OS
.DS_Store
Thumbs.db
/.doc/

44
Dockerfile Normal file
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# 使用 uv 官方镜像作为基础镜像(已包含 Python 3.14 和 uv
FROM 172.16.102.3:30648/astral-sh/uv:python3.14-bookworm
# 设置工作目录
WORKDIR /app
# 配置 apt 使用阿里云镜像源
RUN sed -i 's/httpredir.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list.d/debian.sources
# 安装系统依赖
RUN apt-get update && apt-get install -y --no-install-recommends \
curl \
&& rm -rf /var/lib/apt/lists/*
# 复制项目配置文件和锁定文件
COPY pyproject.toml justfile uv.lock ./
# 配置 uv 使用阿里云镜像源(通过环境变量)
ENV UV_INDEX_URL=https://mirrors.aliyun.com/pypi/simple/ \
UV_HTTP_TIMEOUT=300
# 安装 Python 依赖(使用 uv锁定版本
RUN uv sync --frozen --no-dev
# 复制应用代码和其他文件
COPY . .
# 暴露端口
EXPOSE 8000
# 设置环境变量
ENV STREAMLIT_SERVER_PORT=8000 \
STREAMLIT_SERVER_ADDRESS=0.0.0.0 \
STREAMLIT_SERVER_ENABLE_XSRF_PROTECTION=false \
STREAMLIT_SERVER_ENABLE_CORS=false \
STREAMLIT_SERVER_HEADLESS=true \
STREAMLIT_BROWSER_GATHER_USAGE_STATS=false
# 健康检查
HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
CMD curl -f http://localhost:8000/_stcore/health || exit 1
# 运行 Streamlit 应用
CMD ["uv", "run", "streamlit", "run", "app.py", "--server.port=8000", "--server.address=0.0.0.0"]

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@@ -1,3 +1,89 @@
# yield-smart-app
# yield-smart-app 农业智能决策系统
农业智能决策系统
基于多因子 Cobb-Douglas 产量模型的作物种植决策支持应用。
## 功能特性
- 🌾 多作物产量预测(水稻、小麦、玉米、大豆、油菜、棉花)
- 📊 影响因子雷达图可视化
- 🏅 作物推荐智能排行
- 📈 产量敏感性分析(氮肥/降雨量)
- 💡 智能种植建议与环境匹配评估
## 技术栈
- Python 3.14+
- Streamlit 1.52.1
- Plotly 6.5.0
- Pandas 2.3.3
- NumPy 2.3.5
## 快速开始
### 使用 uv推荐
```bash
# 安装依赖
uv sync
# 运行应用
uv run streamlit run app.py
```
### 使用传统方式
```bash
# 创建虚拟环境
python -m venv .venv
source .venv/bin/activate
# 安装依赖
pip install -r requirements.txt
# 运行应用
streamlit run app.py
```
## 项目结构
```
yield-smart-app/
├── app.py # 主应用文件Streamlit
├── main.py # 入口文件
├── pyproject.toml # 项目配置
├── justfile # 任务自动化
├── Dockerfile # Docker 配置
└── README.md # 项目文档
```
## 使用 just
项目使用 justfile 进行任务管理:
```bash
# 查看所有可用命令
just --list
# 运行应用
just run
# 代码格式化
just format
# 代码检查
just check
```
## Docker 部署
```bash
# 构建镜像
docker build -t yield-smart-app .
# 运行容器
docker run -p 8000:8000 yield-smart-app
```
## 许可证
MIT License

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app.py Normal file
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"""
农业智能决策系统
基于多因子 Cobb-Douglas 产量模型的作物种植决策支持应用
"""
import streamlit as st
import numpy as np
import plotly.graph_objects as go
# ─── Page Config ────────────────────────────────────────────────────────────
st.set_page_config(
page_title="种植决策助手",
page_icon="🌾",
layout="wide",
initial_sidebar_state="expanded",
)
# ─── Minimal CSS ─────────────────────────────────────────────────────────────
st.markdown("""
<style>
html, body, [class*="css"] {
font-family: "PingFang SC", "Microsoft YaHei", "Noto Sans SC", sans-serif;
}
</style>
""", unsafe_allow_html=True)
# ─── Crop Database ───────────────────────────────────────────────────────────
CROPS = {
"水稻": {
"emoji": "🌾",
"optimal": {"ph": (6.0, 7.0), "N": (80, 120), "P": (30, 60), "K": (40, 80),
"rainfall": (150, 250), "temp": (22, 30)},
"base_yield": 7500, # kg/ha
"color": "#4a7c59"
},
"小麦": {
"emoji": "🌿",
"optimal": {"ph": (6.0, 7.5), "N": (60, 100), "P": (20, 50), "K": (30, 60),
"rainfall": (60, 120), "temp": (15, 22)},
"base_yield": 6000,
"color": "#c69c5d"
},
"玉米": {
"emoji": "🌽",
"optimal": {"ph": (5.8, 7.0), "N": (100, 150), "P": (40, 70), "K": (60, 100),
"rainfall": (100, 180), "temp": (20, 28)},
"base_yield": 8500,
"color": "#e8a93f"
},
"大豆": {
"emoji": "🫘",
"optimal": {"ph": (6.0, 7.0), "N": (20, 50), "P": (30, 60), "K": (40, 80),
"rainfall": (80, 150), "temp": (18, 26)},
"base_yield": 3500,
"color": "#8b7cb3"
},
"油菜": {
"emoji": "🌻",
"optimal": {"ph": (6.0, 7.5), "N": (80, 130), "P": (30, 60), "K": (50, 90),
"rainfall": (80, 130), "temp": (15, 20)},
"base_yield": 3000,
"color": "#d97836"
},
"棉花": {
"emoji": "☁️",
"optimal": {"ph": (6.0, 8.0), "N": (60, 100), "P": (20, 45), "K": (40, 70),
"rainfall": (70, 120), "temp": (25, 32)},
"base_yield": 4500,
"color": "#5a6b7c"
},
}
# ─── Yield Model ─────────────────────────────────────────────────────────────
def compute_factor(value, optimal_low, optimal_high, penalty=0.5):
"""Score 0-1: 1 if in optimal range, decays outside."""
mid = (optimal_low + optimal_high) / 2
width = (optimal_high - optimal_low) / 2 + 1e-9
if optimal_low <= value <= optimal_high:
return 1.0
dist = min(abs(value - optimal_low), abs(value - optimal_high))
return max(0.0, 1.0 - penalty * (dist / width))
def predict_yield(crop_name, ph, N, P, K, rainfall, temp, pesticide, area):
crop = CROPS[crop_name]
opt = crop["optimal"]
f_ph = compute_factor(ph, *opt["ph"], penalty=0.6)
f_N = compute_factor(N, *opt["N"], penalty=0.4)
f_P = compute_factor(P, *opt["P"], penalty=0.4)
f_K = compute_factor(K, *opt["K"], penalty=0.4)
f_rain = compute_factor(rainfall, *opt["rainfall"], penalty=0.5)
f_temp = compute_factor(temp, *opt["temp"], penalty=0.7)
f_pest = 0.5 + 0.5 * min(pesticide / 100, 1.0)
# Cobb-Douglas style yield function
nutrient_idx = (f_N * f_P * f_K) ** (1/3)
soil_idx = f_ph
climate_idx = (f_rain * f_temp) ** 0.5
total_factor = soil_idx ** 0.2 * nutrient_idx ** 0.4 * climate_idx ** 0.3 * f_pest ** 0.1
yield_per_ha = crop["base_yield"] * total_factor
total_yield = yield_per_ha * area
factors = {
"土壤pH": f_ph, "氮(N)": f_N, "磷(P)": f_P,
"钾(K)": f_K, "降雨量": f_rain, "温度": f_temp, "农药": f_pest
}
return yield_per_ha, total_yield, factors
def rank_crops(ph, N, P, K, rainfall, temp, pesticide, area):
results = []
for name in CROPS:
yph, ytotal, factors = predict_yield(name, ph, N, P, K, rainfall, temp, pesticide, area)
score = np.mean(list(factors.values()))
results.append({
"crop": name,
"emoji": CROPS[name]["emoji"],
"yield_ha": yph,
"total_yield": ytotal,
"score": score,
"color": CROPS[name]["color"],
"factors": factors
})
results.sort(key=lambda x: x["score"], reverse=True)
return results
# ─── Sidebar Inputs ──────────────────────────────────────────────────────────
with st.sidebar:
st.header("🌾 种植决策助手")
st.caption("根据土壤和气候,推荐适宜作物")
st.divider()
st.subheader("🧪 土壤参数")
col1, col2 = st.columns(2)
with col1:
ph = st.slider("pH 值", 4.0, 9.0, 6.5, 0.1)
N = st.slider("氮 N (mg/kg)", 0, 200, 90, 5)
with col2:
P = st.slider("磷 P (mg/kg)", 0, 100, 45, 5)
K = st.slider("钾 K (mg/kg)", 0, 150, 60, 5)
st.subheader("🌦 气象数据")
col3, col4 = st.columns(2)
with col3:
rainfall = st.slider("降雨量 (mm/月)", 0, 400, 120, 10)
with col4:
temp = st.slider("温度 (°C)", 0, 45, 22, 1)
st.subheader("🌱 种植参数")
area = st.number_input("种植面积 (公顷)", 0.1, 10000.0, 100.0, 10.0)
pesticide = st.slider("农药用量 (kg/ha)", 0, 200, 50, 5)
st.subheader("🎯 目标作物")
selected_crop = st.selectbox(
"选择分析作物",
list(CROPS.keys()),
format_func=lambda x: f"{CROPS[x]['emoji']} {x}"
)
# ─── Compute ──────────────────────────────────────────────────────────────────
yph, ytotal, factors = predict_yield(selected_crop, ph, N, P, K, rainfall, temp, pesticide, area)
rankings = rank_crops(ph, N, P, K, rainfall, temp, pesticide, area)
best_crop = rankings[0]
# ─── Main Layout ─────────────────────────────────────────────────────────────
st.title("🌾 种植决策助手")
st.caption("输入土壤与气象条件,获得作物产量预测与种植建议")
# KPI row
overall = np.mean(list(factors.values()))
k1, k2, k3, k4 = st.columns(4)
k1.metric(f"{CROPS[selected_crop]['emoji']} {selected_crop} 单产", f"{yph:,.0f} kg/ha")
k2.metric(f"📦 {area:.0f} 公顷总产", f"{ytotal/1000:,.1f}")
k3.metric("🎯 环境匹配指数", f"{overall*100:.1f}%")
k4.metric("🏆 最优推荐作物", f"{best_crop['emoji']} {best_crop['crop']}", f"匹配度 {best_crop['score']*100:.0f}%")
# ─── Charts Row ──────────────────────────────────────────────────────────────
col_left, col_right = st.columns([3, 2])
with col_left:
st.subheader("📊 影响因子雷达图")
factor_names = list(factors.keys())
factor_vals = [round(v * 100, 1) for v in factors.values()]
factor_names_closed = factor_names + [factor_names[0]]
factor_vals_closed = factor_vals + [factor_vals[0]]
fig_radar = go.Figure()
fig_radar.add_trace(go.Scatterpolar(
r=factor_vals_closed,
theta=factor_names_closed,
fill='toself',
fillcolor='rgba(74, 124, 89, 0.15)',
line=dict(color='#4a7c59', width=2),
name=selected_crop,
))
fig_radar.add_trace(go.Scatterpolar(
r=[100]*len(factor_names_closed),
theta=factor_names_closed,
line=dict(color='rgba(0,0,0,0.15)', width=1, dash='dot'),
mode='lines',
name='理想值',
))
fig_radar.update_layout(
polar=dict(
bgcolor='rgba(0,0,0,0)',
radialaxis=dict(range=[0, 100], showticklabels=True,
tickfont=dict(color='#5a5a5a', size=9),
gridcolor='rgba(0,0,0,0.08)'),
angularaxis=dict(tickfont=dict(color='#2c2c2c', size=11),
gridcolor='rgba(0,0,0,0.1)'),
),
paper_bgcolor='rgba(0,0,0,0)',
plot_bgcolor='rgba(0,0,0,0)',
font=dict(color='#2c2c2c'),
legend=dict(orientation='h', y=-0.12, font=dict(size=10)),
margin=dict(t=20, b=40, l=40, r=40),
height=320,
)
st.plotly_chart(fig_radar, use_container_width=True)
with col_right:
st.subheader("🏅 作物推荐排行")
for i, r in enumerate(rankings[:4]):
rank_icons = ["🥇", "🥈", "🥉", "4"]
with st.container(border=True):
c1, c2 = st.columns([3, 1])
c1.markdown(f"**{rank_icons[i]} {r['emoji']} {r['crop']}**")
c2.markdown(f"<div style='text-align:right; color:#4a7c59; font-weight:600;'>{r['score']*100:.1f}%</div>", unsafe_allow_html=True)
st.progress(int(r['score'] * 100), text=f"{r['yield_ha']:,.0f} kg/ha · 总产 {r['total_yield']/1000:,.1f}")
# ─── Sensitivity Analysis ─────────────────────────────────────────────────────
st.subheader("📈 产量敏感性分析")
sa_col1, sa_col2 = st.columns(2)
with sa_col1:
N_range = np.linspace(0, 200, 60)
y_N = [predict_yield(selected_crop, ph, n, P, K, rainfall, temp, pesticide, 1)[0] for n in N_range]
fig_N = go.Figure()
fig_N.add_trace(go.Scatter(
x=N_range, y=y_N,
mode='lines', line=dict(color='#4a7c59', width=2.5),
fill='tozeroy', fillcolor='rgba(74, 124, 89, 0.08)',
name='产量'
))
fig_N.add_vline(x=N, line=dict(color='#d4a574', width=1.5, dash='dot'),
annotation_text=f"当前 {N}", annotation_font_color='#7c5e42')
fig_N.update_layout(
title=dict(text="氮肥用量 vs 产量", font=dict(color='#5a5a5a', size=12)),
xaxis=dict(title="氮 N (mg/kg)", color='#5a5a5a', gridcolor='rgba(0,0,0,0.06)'),
yaxis=dict(title="产量 (kg/ha)", color='#5a5a5a', gridcolor='rgba(0,0,0,0.06)'),
paper_bgcolor='rgba(0,0,0,0)', plot_bgcolor='rgba(0,0,0,0)',
font=dict(color='#2c2c2c', size=10),
margin=dict(t=36, b=36, l=50, r=20), height=220,
showlegend=False,
)
st.plotly_chart(fig_N, use_container_width=True)
with sa_col2:
rain_range = np.linspace(0, 400, 60)
y_rain = [predict_yield(selected_crop, ph, N, P, K, r, temp, pesticide, 1)[0] for r in rain_range]
fig_R = go.Figure()
fig_R.add_trace(go.Scatter(
x=rain_range, y=y_rain,
mode='lines', line=dict(color='#5a8f9e', width=2.5),
fill='tozeroy', fillcolor='rgba(90, 143, 158, 0.08)',
name='产量'
))
fig_R.add_vline(x=rainfall, line=dict(color='#d4a574', width=1.5, dash='dot'),
annotation_text=f"当前 {rainfall}mm", annotation_font_color='#7c5e42')
fig_R.update_layout(
title=dict(text="月降雨量 vs 产量", font=dict(color='#5a5a5a', size=12)),
xaxis=dict(title="降雨量 (mm/月)", color='#5a5a5a', gridcolor='rgba(0,0,0,0.06)'),
yaxis=dict(title="产量 (kg/ha)", color='#5a5a5a', gridcolor='rgba(0,0,0,0.06)'),
paper_bgcolor='rgba(0,0,0,0)', plot_bgcolor='rgba(0,0,0,0)',
font=dict(color='#2c2c2c', size=10),
margin=dict(t=36, b=36, l=50, r=20), height=220,
showlegend=False,
)
st.plotly_chart(fig_R, use_container_width=True)
# ─── All Crops Comparison Bar Chart ───────────────────────────────────────────
st.subheader("🌐 全作物产量对比")
crop_names = [f"{r['emoji']} {r['crop']}" for r in rankings]
crop_yields = [r['yield_ha'] for r in rankings]
crop_colors = [r['color'] for r in rankings]
fig_bar = go.Figure()
fig_bar.add_trace(go.Bar(
x=crop_names, y=crop_yields,
marker=dict(color=crop_colors, opacity=0.85,
line=dict(color='rgba(0,0,0,0.08)', width=1)),
text=[f"{y:,.0f}" for y in crop_yields],
textposition='outside',
textfont=dict(color='#5a5a5a', size=10),
))
fig_bar.update_layout(
xaxis=dict(color='#5a5a5a', gridcolor='rgba(0,0,0,0.04)'),
yaxis=dict(title="预期产量 (kg/ha)", color='#5a5a5a', gridcolor='rgba(0,0,0,0.06)'),
paper_bgcolor='rgba(0,0,0,0)', plot_bgcolor='rgba(0,0,0,0)',
font=dict(color='#2c2c2c', size=11),
margin=dict(t=20, b=30, l=60, r=20), height=260,
showlegend=False,
)
st.plotly_chart(fig_bar, use_container_width=True)
# ─── Advisory Panel ───────────────────────────────────────────────────────────
st.subheader("💡 种植建议")
adv1, adv2 = st.columns(2)
with adv1:
crop_opt = CROPS[selected_crop]["optimal"]
if not (crop_opt["ph"][0] <= ph <= crop_opt["ph"][1]):
st.warning(f"pH {ph} 偏离 {selected_crop} 适宜范围 {crop_opt['ph']},建议{'施石灰' if ph < crop_opt['ph'][0] else '施硫磺'}调节")
else:
st.success(f"土壤 pH {ph} 处于 {selected_crop} 适宜范围内")
if N < crop_opt["N"][0]:
st.warning(f"氮肥不足({N} vs 建议 {crop_opt['N'][0]}-{crop_opt['N'][1]} mg/kg建议追施尿素")
elif N > crop_opt["N"][1]:
st.warning(f"氮肥过量({N} mg/kg可能造成徒长建议减施")
else:
st.success(f"氮肥水平 {N} mg/kg 适宜")
if rainfall < crop_opt["rainfall"][0]:
st.warning(f"降雨量不足,建议增加灌溉(缺水 {crop_opt['rainfall'][0]-rainfall} mm")
elif rainfall > crop_opt["rainfall"][1]:
st.warning(f"降雨量偏多,注意防涝排水")
else:
st.success(f"降雨量 {rainfall}mm 适合 {selected_crop} 生长")
with adv2:
suitable = [r for r in rankings if r['score'] > 0.6]
if suitable:
st.info("当前环境参数下适宜种植:" + "".join([f"{r['emoji']} {r['crop']} ({r['score']*100:.0f}%)" for r in suitable]))
else:
st.info("当前环境参数下暂无特别适宜的作物")
with st.container(border=True):
st.markdown(f"**最优方案:{best_crop['emoji']} {best_crop['crop']}**")
st.markdown(f"- 预期单产:**{best_crop['yield_ha']:,.0f} kg/ha**")
st.markdown(f"- {area:.0f} 公顷总产:**{best_crop['total_yield']/1000:,.1f} 吨**")
st.divider()
st.caption("种植决策助手 · 基于 Cobb-Douglas 多因子产量模型 · 仅供参考")

30
justfile Normal file
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@@ -0,0 +1,30 @@
# Justfile for yield-smart-app 农业智能决策系统
# Use `just <command>` to run tasks
# Default task: show available commands
default:
just --list
# Run the Streamlit app
run:
uv run streamlit run app.py
# Install dependencies
install:
uv add streamlit ruff plotly pandas numpy
# Format code with ruff
format:
uv run ruff format .
# Check code with ruff
check:
uv run ruff check .
# Run all checks and formatting
lint:
just format && just check
# Clean up cache files
clean:
rm -rf __pycache__ .ruff_cache .streamlit_cache

6
main.py Normal file
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@@ -0,0 +1,6 @@
def main():
print("Hello from yield-smart-app!")
if __name__ == "__main__":
main()

17
pyproject.toml Normal file
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@@ -0,0 +1,17 @@
[project]
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requires-python = ">=3.14"
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"numpy>=2.3.5",
"pandas>=2.3.3",
"plotly>=6.5.0",
"ruff>=0.14.8",
"streamlit==1.52.1",
]
[[tool.uv.index]]
url = "https://mirrors.aliyun.com/pypi/simple"
default = true

653
uv.lock generated Normal file
View File

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