Update app.py
Browse files
app.py
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@@ -4,15 +4,15 @@ import matplotlib.pyplot as plt
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import tempfile
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import os
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def analyze(
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# 读取CSV
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df = pd.read_csv(
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# 统计摘要
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stats = df.describe().loc[["mean", "std", "min", "max"]].round(2).to_string()
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#
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plt.figure(figsize=(6, 4))
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plt.scatter(df["Income"], df["SpendingScore"], alpha=0.7)
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plt.xlabel("Income")
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@@ -20,22 +20,32 @@ def analyze(file_obj):
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plt.title("Income vs Spending Score")
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plt.grid(True)
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plt.tight_layout()
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plt.savefig(
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plt.close()
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return stats,
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gr.
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import tempfile
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import os
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def analyze(file):
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# 读取CSV文件
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df = pd.read_csv(file.name)
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# 统计摘要
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stats = df.describe().loc[["mean", "std", "min", "max"]].round(2).to_string()
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# 生成图像并保存
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img_path = os.path.join(tempfile.gettempdir(), "plot.png")
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plt.figure(figsize=(6, 4))
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plt.scatter(df["Income"], df["SpendingScore"], alpha=0.7)
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plt.xlabel("Income")
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plt.title("Income vs Spending Score")
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plt.grid(True)
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plt.tight_layout()
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plt.savefig(img_path)
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plt.close()
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return stats, img_path
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app = gr.App(
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blocks=lambda: gr.Page(
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title="📊 表格分析大模型",
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description="上传 CSV 文件,我将输出统计摘要并绘制图表。",
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components=[
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gr.File(label="上传 CSV 文件", file_types=[".csv"], name="file_input"),
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gr.Button(value="开始分析", name="run_button"),
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gr.Textbox(label="统计摘要", lines=10, name="output_text"),
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gr.Image(label="图表", name="output_image"),
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],
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on_event=[
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gr.Event(
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name="run_button.click",
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fn=analyze,
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inputs=["file_input"],
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outputs=["output_text", "output_image"]
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)
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]
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)
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)
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if __name__ == "__main__":
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app.run()
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