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Update app.py
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app.py
CHANGED
@@ -2,39 +2,27 @@ import pandas as pd
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import gradio as gr
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def compare_csv_files():
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# 文件名
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file1 = "fish-speech-1.5.csv"
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file2 = "fish-speech-1.4.csv"
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# 读取 CSV 文件
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df1 = pd.read_csv(file1)
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df2 = pd.read_csv(file2)
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merged_df
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if merged_df.empty:
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return "两个文件中没有相同的 SourceText,请检查数据。"
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# 计算差异
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merged_df["WordErrorRate_Diff"] = merged_df["WordErrorRate_1"] - merged_df["WordErrorRate_2"]
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merged_df["CharacterErrorRate_Diff"] = merged_df["CharacterErrorRate_1"] - merged_df["CharacterErrorRate_2"]
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# 返回对比结果
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comparison = merged_df[[
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"SourceText",
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"
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"
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"WordErrorRate_Diff", "CharacterErrorRate_Diff"
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]]
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return comparison.to_html(index=False)
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# Gradio 界面
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gr.Interface(
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fn=compare_csv_files,
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inputs=None,
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outputs="html"
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title="CSV 文件对比工具",
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description="自动加载目录下的 fish-speech-1.5.csv 和 fish-speech-1.4.csv,对比它们的 WordErrorRate 和 CharacterErrorRate 差异。",
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).launch()
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import gradio as gr
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def compare_csv_files():
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file1 = "fish-speech-1.5.csv"
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file2 = "fish-speech-1.4.csv"
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df1 = pd.read_csv(file1)
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df2 = pd.read_csv(file2)
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merged_df = pd.merge(df1, df2, on="SourceText", suffixes=("_1.5", "_1.4"))
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merged_df["WordErrorRate_Diff"] = merged_df["WordErrorRate_1.5"] - merged_df["WordErrorRate_1.4"]
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merged_df["CharacterErrorRate_Diff"] = merged_df["CharacterErrorRate_1.5"] - merged_df["CharacterErrorRate_1.4"]
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comparison = merged_df[[
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"SourceText",
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"WhisperText_1.5", "WordErrorRate_1.5", "CharacterErrorRate_1.5",
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"WhisperText_1.4", "WordErrorRate_1.4", "CharacterErrorRate_1.4",
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"WordErrorRate_Diff", "CharacterErrorRate_Diff"
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]]
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return comparison.to_html(index=False)
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gr.Interface(
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fn=compare_csv_files,
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inputs=None,
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outputs="html"
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).launch()
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