Commit
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1065d81
1
Parent(s):
96cfa31
Update app.py
Browse files
app.py
CHANGED
@@ -2,15 +2,24 @@ import pandas as pd
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import ydata_profiling
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import gradio as gr
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from pydantic_settings import BaseSettings
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-
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-
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df = pd.read_csv(file) if file.name.endswith(".csv") else pd.read_excel(file)
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iface = gr.Interface(
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generate_report,
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[gr.File(file_types=['.csv','.xlsx'], label="Upload a CSV or Excel file")
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"html",
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title="Pandas Profiling Report",
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live=True,
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import ydata_profiling
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import gradio as gr
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from pydantic_settings import BaseSettings
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from pandasgui import show
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import sweetviz as sv
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def generate_report(file,type):
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df = pd.read_csv(file) if file.name.endswith(".csv") else pd.read_excel(file)
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if type == "pandas profiling":
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return ydata_profiling.ProfileReport(df).to_html()
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elif type == "pandasGUI":
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return show(df)
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elif type == "sweetviz":
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return sv.analyze(global_df).show_html()
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iface = gr.Interface(
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generate_report,
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[gr.File(file_types=['.csv','.xlsx'], label="Upload a CSV or Excel file"),
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gr.Radio(["pandas profiling", "pandasGUI", "sweetviz"], label="Type of report", info="Explore the data")],
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"html",
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title="Pandas Profiling Report",
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live=True,
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