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Update app.py
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app.py
CHANGED
@@ -3,9 +3,14 @@ import json
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import gradio as gr
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import pandas as pd
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from python_request import process_wod_document
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from dummy import output_test
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# --- Authentication Function ---
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def authenticate_user(username, password):
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"""
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@@ -14,6 +19,20 @@ def authenticate_user(username, password):
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"""
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return username == "demo" and password == os.environ["PASSWORD"]
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# --- Core Application Logic ---
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def analyze_wod(file_obj, wod_type):
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"""
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@@ -24,18 +43,17 @@ def analyze_wod(file_obj, wod_type):
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wod_type: The selected type of Work Order Document.
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Returns:
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A
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"""
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if wod_type == "-- WOD type --" or wod_type is None:
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# Show warning dialog and return empty DataFrame
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gr.Warning("Please select a WOD type first!")
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return "", pd.DataFrame()
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# Check if file is uploaded
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if file_obj is None:
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gr.Warning("Please upload a PDF file first!")
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return "", pd.DataFrame()
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print(f"Analyzing '{file_obj.name}' (Type: {wod_type})...")
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@@ -53,7 +71,7 @@ def analyze_wod(file_obj, wod_type):
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# Process the document using the API
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api_response = process_wod_document(temp_file_path, wod_type)
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-
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# api_response = json.loads(output_test)
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# Clean up temporary file if we created one
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@@ -62,9 +80,13 @@ def analyze_wod(file_obj, wod_type):
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# Check if API call was successful
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if api_response.get("status") != "success":
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error_msg = api_response.get("message", "Unknown error occurred")
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gr.Error(f"API Error: {error_msg}")
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return "", pd.DataFrame()
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# Parse the API response
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results = api_response.get("results", {})
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@@ -95,19 +117,119 @@ def analyze_wod(file_obj, wod_type):
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# Get prediction for display
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prediction = results.get("prediction", "Unknown")
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gr.Info(f"Analysis completed! Overall prediction: {prediction}")
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# Format prediction as centered H1 for display
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prediction_display = f"<h1 style='text-align: center; color: #1f77b4;'>{prediction}</h1>" if prediction != "Unknown" else ""
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except Exception as e:
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error_msg = f"Error processing document: {str(e)}"
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print(error_msg)
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gr.Error(error_msg)
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return "", pd.DataFrame()
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js_func = """
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function refresh() {
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const url = new URL(window.location);
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@@ -123,8 +245,8 @@ function refresh() {
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# Using gr.Blocks() for a custom layout that matches the elegant design.
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with gr.Blocks(
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#theme=gr.themes.Soft(primary_hue="blue", secondary_hue="sky"),
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theme=gr.themes.Default(primary_hue="blue", secondary_hue="sky"),
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js=js_func,
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css=".gradio-container {max-width: 960px !important; margin: auto !important;}"
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) as demo:
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@@ -169,13 +291,44 @@ with gr.Blocks(
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wrap=True
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)
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# Define the interaction: clicking the button calls the function
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analyze_btn.click(
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fn=
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inputs=[file_input, type_input],
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outputs=[prediction_output, results_output],
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show_progress=False
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)
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# --- Launch the Application with Authentication ---
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if __name__ == "__main__":
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import gradio as gr
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import pandas as pd
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from python_request import process_wod_document
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import time
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from dummy import output_test
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# --- Global Variables for Timer ---
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processing_start_time = None
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is_processing = False
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analysis_completed = False
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# --- Authentication Function ---
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def authenticate_user(username, password):
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"""
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"""
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return username == "demo" and password == os.environ["PASSWORD"]
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def update_processing_timer():
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"""
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Update the processing button with elapsed time ONLY during active processing
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"""
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global processing_start_time, is_processing, analysis_completed
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# Only update button during active processing
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if is_processing and processing_start_time is not None:
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elapsed = int(time.time() - processing_start_time)
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return gr.Button(f"Processing... ({elapsed}s)", variant="primary", interactive=False)
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# Don't interfere with button state when not processing
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return gr.update()
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# --- Core Application Logic ---
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def analyze_wod(file_obj, wod_type):
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"""
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wod_type: The selected type of Work Order Document.
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Returns:
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A tuple containing: prediction_display, DataFrame, updated button, file_input, type_input
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"""
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global is_processing, analysis_completed
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# These checks are now done earlier, but keeping as safety net
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if wod_type == "-- WOD type --" or wod_type is None:
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gr.Warning("Please select a WOD type first!")
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return "", pd.DataFrame(), gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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if file_obj is None:
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gr.Warning("Please upload a PDF file first!")
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return "", pd.DataFrame(), gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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print(f"Analyzing '{file_obj.name}' (Type: {wod_type})...")
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# Process the document using the API
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api_response = process_wod_document(temp_file_path, wod_type)
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# time.sleep(3)
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# api_response = json.loads(output_test)
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# Clean up temporary file if we created one
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# Check if API call was successful
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if api_response.get("status") != "success":
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# Stop processing timer on API error
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is_processing = False
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analysis_completed = False
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error_msg = api_response.get("message", "Unknown error occurred")
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gr.Error(f"API Error: {error_msg}")
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return "", pd.DataFrame(), gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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# Parse the API response
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results = api_response.get("results", {})
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# Get prediction for display
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prediction = results.get("prediction", "Unknown")
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# gr.Info(f"Analysis completed! Overall prediction: {prediction}")
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# Format prediction as centered H1 for display
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prediction_display = f"<h1 style='text-align: center; color: #1f77b4;'>{prediction}</h1>" if prediction != "Unknown" else ""
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# Stop processing timer and mark analysis as completed
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is_processing = False
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analysis_completed = True
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# Return results with reset button, keeping current inputs
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return prediction_display, df, gr.Button("Reset", variant="secondary", interactive=True), file_obj, wod_type
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except Exception as e:
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# Stop processing timer on error
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is_processing = False
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analysis_completed = False
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error_msg = f"Error processing document: {str(e)}"
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print(error_msg)
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gr.Error(error_msg)
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return "", pd.DataFrame(), gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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def reset_interface():
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"""
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Reset the interface to initial state
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"""
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global analysis_completed, is_processing
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# Reset global state
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analysis_completed = False
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is_processing = False
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# Create completely clean DataFrame to avoid any pandas confusion
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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return (
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None, # Clear file input
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"-- WOD type --", # Reset dropdown
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"", # Clear prediction output
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clean_df, # Clear results with proper columns
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gr.Button("Analyze Document", variant="primary", interactive=True) # Reset button
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)
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def check_button_state_and_act(file_obj, wod_type, button_state):
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"""
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Check button state and decide what to do
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"""
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# Get button text safely
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try:
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button_text = button_state.value if hasattr(button_state, 'value') else str(button_state)
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except:
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button_text = "Analyze Document" # Default fallback
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# If button shows "Reset", we'll let JavaScript handle the page refresh
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if "Reset" in button_text:
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# Return current state - JavaScript will refresh the page
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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return "", clean_df, button_state, file_obj, wod_type
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# If button shows "Analyze Document", check requirements first
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elif "Analyze Document" in button_text:
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# Check if WOD type is selected
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if wod_type == "-- WOD type --" or wod_type is None:
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gr.Warning("Please select a WOD type first!")
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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return "", clean_df, gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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# Check if file is uploaded
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if file_obj is None:
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gr.Warning("Please upload a PDF file first!")
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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return "", clean_df, gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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# All requirements met, start processing timer
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global processing_start_time, is_processing, analysis_completed
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processing_start_time = time.time()
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is_processing = True
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analysis_completed = False
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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# Return loading state and flag for next step
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return "", clean_df, gr.Button("Processing... (0s)", variant="primary", interactive=False), file_obj, wod_type
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# Fallback case
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return "", pd.DataFrame(columns=["Requirement", "Reason", "Status"]), gr.Button("Analyze Document", variant="primary", interactive=True), file_obj, wod_type
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def perform_analysis_if_needed(pred, df, button_state, file_obj, wod_type):
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"""
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Perform analysis if button was in processing state
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"""
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# Get button text safely
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try:
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button_text = button_state.value if hasattr(button_state, 'value') else str(button_state)
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except:
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button_text = "Analyze Document" # Default fallback
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# If button shows "Processing...", perform analysis
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if "Processing" in button_text:
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# Inputs are already validated, proceed with analysis
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return analyze_wod(file_obj, wod_type)
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# If button shows "Analyze Document" (after reset or clean state), ensure clean state
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elif "Analyze Document" in button_text:
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# Ensure we have clean DataFrame with proper columns
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if df.empty or len(df.columns) == 0:
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clean_df = pd.DataFrame(columns=["Requirement", "Reason", "Status"])
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else:
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clean_df = df
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return pred, clean_df, button_state, file_obj, wod_type
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# Otherwise, keep current state
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return pred, df, button_state, file_obj, wod_type
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js_func = """
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function refresh() {
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const url = new URL(window.location);
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# Using gr.Blocks() for a custom layout that matches the elegant design.
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with gr.Blocks(
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#theme=gr.themes.Soft(primary_hue="blue", secondary_hue="sky"),
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js=js_func,
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theme=gr.themes.Default(primary_hue="blue", secondary_hue="sky"),
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css=".gradio-container {max-width: 960px !important; margin: auto !important;}"
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) as demo:
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wrap=True
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)
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# JavaScript to handle reset button
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reset_js = """
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function(file_obj, wod_type, button_state) {
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// Get button text
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let button_text = typeof button_state === 'object' && button_state.value ? button_state.value : button_state.toString();
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// If it's reset button, refresh the page
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if (button_text.includes('Reset')) {
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setTimeout(() => {
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window.location.reload();
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}, 100);
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}
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// Return the inputs as-is for the Python function
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return [file_obj, wod_type, button_state];
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}
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"""
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# Define the interaction: clicking the button calls the function
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analyze_btn.click(
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fn=check_button_state_and_act,
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inputs=[file_input, type_input, analyze_btn],
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outputs=[prediction_output, results_output, analyze_btn, file_input, type_input],
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show_progress=False,
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js=reset_js
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).then(
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fn=perform_analysis_if_needed,
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inputs=[prediction_output, results_output, analyze_btn, file_input, type_input],
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outputs=[prediction_output, results_output, analyze_btn, file_input, type_input],
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show_progress=False
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)
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# Add timer to update processing button every second
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timer = gr.Timer(1.0) # Update every 1 second
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timer.tick(
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fn=update_processing_timer,
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outputs=[analyze_btn]
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)
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# --- Launch the Application with Authentication ---
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if __name__ == "__main__":
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