Commit
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bbe3128
1
Parent(s):
3275b57
Update app.py
Browse files
app.py
CHANGED
@@ -4,7 +4,9 @@ import gradio as gr
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from pydantic_settings import BaseSettings
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from tempfile import NamedTemporaryFile
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import sweetviz as sv
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from datatile.summary.df import DataFrameSummary
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def generate_report(file, type):
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@@ -48,13 +50,29 @@ def generate_report(file, type):
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temp_file3.write(contents.encode('utf-8'))
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temp_file3.close()
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dfs = DataFrameSummary(df)
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return temp_file1.name ,temp_file3.name ,dfs.summary()
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with gr.Blocks() as cluster:
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@@ -74,6 +92,7 @@ with gr.Blocks() as cluster:
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gr.HTML(value="""<h1 style="color: #3399FF; text-shadow: 1px 1px 2px #ddd;">SWEETVIZ REPORT</h1>""")
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out3=gr.File(label="Download CSV")
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with gr.Row():
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cluster.launch()
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from pydantic_settings import BaseSettings
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from tempfile import NamedTemporaryFile
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import sweetviz as sv
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#from datatile.summary.df import DataFrameSummary
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from autoviz.AutoViz_Class import AutoViz_Class
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from traceml.summary.df import DataFrameSummary
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def generate_report(file, type):
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temp_file3.write(contents.encode('utf-8'))
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temp_file3.close()
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#AUTOVIZ
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AV = AutoViz_Class()
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dfviz = AV.AutoViz(
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"",
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sep=",",
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depVar=target,
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dfte=dataframe,
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header=0,
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verbose=2,
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lowess=False,
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chart_format="jpg",
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max_rows_analyzed=500,
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max_cols_analyzed=20,
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save_plot_dir="plots",
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)
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dfs = DataFrameSummary(df)
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return temp_file1.name ,temp_file3.name ,dfviz,dfs.summary()
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with gr.Blocks() as cluster:
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gr.HTML(value="""<h1 style="color: #3399FF; text-shadow: 1px 1px 2px #ddd;">SWEETVIZ REPORT</h1>""")
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out3=gr.File(label="Download CSV")
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with gr.Row():
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dataframe1=gr.Dataframe()
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dataframe2=gr.Dataframe()
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btn.click(generate_report,inputs=[file],outputs=[out1,out3,dataframe1,dataframe2])
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cluster.launch()
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