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Update app.py
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app.py
CHANGED
@@ -10,59 +10,59 @@ def update_dropdowns(df):
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return gr.Dropdown(choices=df.columns.tolist()), gr.Dropdown(choices=df.columns.tolist())
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def create_plot(df, x_col, y_col, polygon_points=None):
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if df is None or x_col is None or y_col is None:
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return None
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fig = go.Figure()
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# Ana
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# Polygon çizgileri
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if polygon_points and len(polygon_points)
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fig.add_trace(go.Scatter(
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x=[p[0] for p in polygon_points],
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y=[p[1] for p in polygon_points],
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mode='lines+markers',
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line=dict(color='red', width=2),
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marker=dict(color='red', size=
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name='Polygon'
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))
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fig.update_layout(
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title=f"{x_col} vs {y_col}",
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dragmode='
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)
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return fig
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def
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if not click_data or not
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return
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# Tıklanan
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# Polygon
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if len(
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return
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with gr.Blocks() as demo:
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gr.Markdown("##
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df_state = gr.State(
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polygon_state = gr.State([])
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with gr.Row():
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@@ -70,9 +70,10 @@ with gr.Blocks() as demo:
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x_col = gr.Dropdown(label="X Sütunu")
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y_col = gr.Dropdown(label="Y Sütunu")
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plot = gr.Plot(label="
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results = gr.DataFrame(label="Seçilen Veriler")
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csv_upload.upload(
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load_csv,
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inputs=csv_upload,
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@@ -83,6 +84,7 @@ with gr.Blocks() as demo:
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outputs=[x_col, y_col]
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)
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x_col.change(
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create_plot,
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inputs=[df_state, x_col, y_col, polygon_state],
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@@ -95,10 +97,15 @@ with gr.Blocks() as demo:
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outputs=plot
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)
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inputs=[df_state, x_col, y_col, polygon_state],
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outputs=[polygon_state, results]
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)
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demo.launch()
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return gr.Dropdown(choices=df.columns.tolist()), gr.Dropdown(choices=df.columns.tolist())
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def create_plot(df, x_col, y_col, polygon_points=None):
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fig = go.Figure()
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# Ana veri noktaları
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if df is not None and x_col and y_col:
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fig.add_trace(go.Scatter(
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x=df[x_col],
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y=df[y_col],
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mode='markers',
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marker=dict(color='blue', size=8),
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name='Veri Noktaları'
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))
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# Polygon çizgileri
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if polygon_points and len(polygon_points) > 0:
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fig.add_trace(go.Scatter(
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x=[p[0] for p in polygon_points],
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y=[p[1] for p in polygon_points],
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mode='lines+markers',
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line=dict(color='red', width=2),
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marker=dict(color='red', size=10),
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name='Polygon'
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))
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fig.update_layout(
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title=f"{x_col} vs {y_col}" if x_col and y_col else "Veri Görselleştirme",
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dragmode='drawpoint',
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clickmode='event+select'
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)
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return fig
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def handle_plot_click(click_data, df, x_col, y_col, polygon_points):
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if not click_data or not x_col or not y_col:
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return polygon_points, pd.DataFrame()
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# Tıklanan noktanın koordinatlarını al
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new_point = (click_data['points'][0]['x'], click_data['points'][0]['y'])
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updated_points = polygon_points + [new_point]
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# Polygon'u kontrol et ve noktaları filtrele
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if len(updated_points) >= 3:
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try:
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poly = Polygon(updated_points)
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mask = df.apply(lambda row: poly.contains(Point(row[x_col], row[y_col])), axis=1)
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return updated_points, df[mask]
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except:
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return updated_points, pd.DataFrame()
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return updated_points, pd.DataFrame()
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with gr.Blocks() as demo:
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gr.Markdown("## Interaktif Polygon Seçim Aracı")
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df_state = gr.State()
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polygon_state = gr.State([])
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with gr.Row():
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x_col = gr.Dropdown(label="X Sütunu")
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y_col = gr.Dropdown(label="Y Sütunu")
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plot = gr.Plot(label="Veri Görselleştirme")
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results = gr.DataFrame(label="Seçilen Veriler", interactive=False)
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# CSV yükleme ve dropdown güncelleme
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csv_upload.upload(
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load_csv,
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inputs=csv_upload,
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outputs=[x_col, y_col]
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)
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# Plot güncelleme
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x_col.change(
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create_plot,
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inputs=[df_state, x_col, y_col, polygon_state],
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outputs=plot
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)
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# Tıklama olayı işleyicisi
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plot.click(
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handle_plot_click,
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inputs=[df_state, x_col, y_col, polygon_state],
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outputs=[polygon_state, results]
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).then(
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create_plot,
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inputs=[df_state, x_col, y_col, polygon_state],
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outputs=plot
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)
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demo.launch()
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