Update app.py
Browse files
app.py
CHANGED
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@@ -8,6 +8,7 @@ import os
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from huggingface_hub import InferenceClient
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from retry import retry
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import time
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# Print statement to confirm script initialization
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print("Starting Project Closure Readiness Evaluator app...")
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@@ -94,7 +95,10 @@ def summarize_text(text, max_length=100, min_length=30):
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return text # Fallback to original text
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# Create Salesforce record in custom object Project_Closure_Handover__c
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def create_salesforce_record(
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if not SALESFORCE_AVAILABLE:
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logging.error("Salesforce library not available. Skipping record creation.")
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return "Salesforce library not available"
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@@ -109,22 +113,51 @@ def create_salesforce_record(score, checklist_summary, missing_summary, status):
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summarized_checklist = summarize_text(checklist_summary)
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summarized_missing = summarize_text(missing_summary)
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# Ensure inputs are
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score = float(score) if score is not None else 0.0
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checklist_summary = str(checklist_summary) if checklist_summary else ""
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summarized_checklist = str(summarized_checklist) if summarized_checklist else ""
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missing_summary = str(missing_summary) if missing_summary else ""
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summarized_missing = str(summarized_missing) if summarized_missing else ""
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status = str(status) if status else ""
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# Create a record in the custom object Project_Closure_Handover__c
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record = {
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"Readiness_Score__c": score,
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"Checklist_Summary__c": checklist_summary,
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"Missing_Documents__c":
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"Status__c": status,
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"Summarized_Missing_Items__c": summarized_missing
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}
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logging.debug(f"Attempting to create Salesforce record: {record}")
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result = sf.Project_Closure_Handover__c.create(record)
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logging.info(f"Successfully created Salesforce record: {result}")
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@@ -143,10 +176,10 @@ def sanitize_input(text):
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return bleach.clean(text.strip())
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# Rule-based completeness engine with weighted scoring
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def evaluate_readiness(logs, qa_report, punch_list_text):
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try:
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# Log inputs for debugging
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logging.info(f"Inputs - Logs: {logs}, QA Report: {qa_report}, Punch List: {punch_list_text}")
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# Initialize score and lists for tracking
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score = 0
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@@ -162,6 +195,10 @@ def evaluate_readiness(logs, qa_report, punch_list_text):
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logs = sanitize_input(logs)
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qa_report = sanitize_input(qa_report)
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punch_list_text = sanitize_input(punch_list_text)
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# Process Project Logs (30% weight)
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log_keywords = r"complete|handover done|finished|closed|successful"
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@@ -196,6 +233,9 @@ def evaluate_readiness(logs, qa_report, punch_list_text):
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checklist_details.append("Punch List: Pending")
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logging.info(f"Punch List Check: {'Pass' if punch_pass else 'Fail'}, Final Score: {score}%")
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# Handle critical issues (escalation)
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escalated = any("incomplete" in item.lower() or "missing" in item.lower() for item in missing_items)
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status = "Escalated" if escalated else ("Completed" if not missing_items else "Pending")
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@@ -215,17 +255,14 @@ def evaluate_readiness(logs, qa_report, punch_list_text):
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</div>
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"""
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#
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logging.info(f"Salesforce record creation result: {sf_result}")
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return score, checklist_summary, missing_summary, status, progress_bar
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except Exception as e:
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logging.error(f"Error in evaluate_readiness: {str(e)}")
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raise
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# Generate PDF report with signature slots and write to a temporary file
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def generate_pdf(score, checklist_summary, missing_summary, status):
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try:
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# Sanitize inputs to ensure they are strings and handle None
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logging.info("Sanitizing inputs for PDF generation")
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@@ -233,11 +270,25 @@ def generate_pdf(score, checklist_summary, missing_summary, status):
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checklist_summary = str(checklist_summary) if checklist_summary is not None else ""
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missing_summary = str(missing_summary) if missing_summary is not None else ""
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status = str(status) if status is not None else ""
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# Remove non-ASCII characters to prevent rendering issues
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checklist_summary = checklist_summary.encode('ascii', 'ignore').decode('ascii')
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missing_summary = missing_summary.encode('ascii', 'ignore').decode('ascii')
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status = status.encode('ascii', 'ignore').decode('ascii')
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# Define the temporary file path
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pdf_path = "temp_readiness_report.pdf"
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@@ -254,13 +305,17 @@ def generate_pdf(score, checklist_summary, missing_summary, status):
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# Draw basic fields using Times-Roman
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logging.info("Drawing basic fields")
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c.setFont("Times-Roman", 12)
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c.drawString(50, 720, f"
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c.drawString(50, 700, f"
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c.drawString(50, 680, "
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# Draw checklist summary with Y-position overflow handling
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logging.info("Drawing checklist summary")
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y =
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BOTTOM_MARGIN = 50 # Minimum Y position before creating a new page
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for line in checklist_summary.split("\n"):
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if y < BOTTOM_MARGIN:
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@@ -279,7 +334,7 @@ def generate_pdf(score, checklist_summary, missing_summary, status):
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c.setFont("Times-Roman", 12)
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y = 750
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c.drawString(50, y - 20, "Missing Items:")
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if y - 40 < BOTTOM_MARGIN:
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logging.info("Y position below margin, creating new page")
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c.showPage()
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@@ -287,19 +342,61 @@ def generate_pdf(score, checklist_summary, missing_summary, status):
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y = 750
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c.drawString(50, y - 40, missing_summary)
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if y - 80 < BOTTOM_MARGIN:
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logging.info("Y position below margin, creating new page")
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c.showPage()
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c.setFont("Times-Roman", 12)
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y = 750
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c.drawString(50, y - 80, "
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if y - 100 < BOTTOM_MARGIN:
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logging.info("Y position below margin, creating new page")
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c.showPage()
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c.setFont("Times-Roman", 12)
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y = 750
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c.drawString(50, y - 100, "
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# Finalize the PDF
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logging.info("Finalizing PDF")
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@@ -311,7 +408,7 @@ def generate_pdf(score, checklist_summary, missing_summary, status):
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raise FileNotFoundError(f"PDF file {pdf_path} was not created")
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logging.info(f"PDF generated successfully at {pdf_path}")
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return pdf_path, "PDF generation triggered successfully"
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except Exception as e:
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logging.error(f"Error in generate_pdf: {str(e)}")
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raise
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@@ -336,6 +433,10 @@ with gr.Blocks(css="""
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logs_input = gr.Textbox(label="Project Logs", lines=5, placeholder="Enter project logs (e.g., 'Project complete, handover done')")
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qa_input = gr.Textbox(label="QA Report", placeholder="Enter QA status (e.g., 'Approved')")
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punch_input = gr.Textbox(label="Punch List (Plain Text)", placeholder="Enter punch list status (e.g., 'None' or 'Resolved')")
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submit_btn = gr.Button("Evaluate Readiness")
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with gr.Column(scale=3):
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score_output = gr.Number(label="Readiness Score (%)")
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# Connect inputs to evaluate_readiness
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submit_btn.click(
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fn=evaluate_readiness,
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inputs=[logs_input, qa_input, punch_input],
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outputs=[score_output, checklist_output, missing_output, status_output, progress_output
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)
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# Connect PDF button to generate_pdf
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pdf_btn.click(
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fn=generate_pdf,
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inputs=[score_output, checklist_output, missing_output, status_output],
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outputs=[pdf_output, pdf_debug]
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)
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demo.launch()
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# Comment out demo.launch() for Hugging Face Spaces deployment
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# if __name__ == "__main__":
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-
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from huggingface_hub import InferenceClient
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from retry import retry
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import time
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from datetime import datetime
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# Print statement to confirm script initialization
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print("Starting Project Closure Readiness Evaluator app...")
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return text # Fallback to original text
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# Create Salesforce record in custom object Project_Closure_Handover__c
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def create_salesforce_record(
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score, checklist_summary, missing_summary, status, escalated, logs, qa_report, punch_list_text,
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open_punch_items, project_id, start_date, end_date, owner_id, pdf_path=None
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):
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if not SALESFORCE_AVAILABLE:
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logging.error("Salesforce library not available. Skipping record creation.")
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return "Salesforce library not available"
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summarized_checklist = summarize_text(checklist_summary)
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summarized_missing = summarize_text(missing_summary)
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# Ensure inputs are properly formatted
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score = float(score) if score is not None else 0.0
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checklist_summary = str(checklist_summary) if checklist_summary else ""
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summarized_checklist = str(summarized_checklist) if summarized_checklist else ""
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missing_summary = str(missing_summary) if missing_summary else ""
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summarized_missing = str(summarized_missing) if summarized_missing else ""
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status = str(status) if status else ""
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logs = str(logs) if logs else ""
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qa_report = str(qa_report) if qa_report else ""
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punch_list_text = str(punch_list_text) if punch_list_text else ""
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missing_documents = len(missing_summary.split(", ")) if missing_summary and missing_summary != "None" else 0
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open_punch_items = int(open_punch_items) if open_punch_items is not None else 0
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project_id = str(project_id) if project_id else None
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owner_id = str(owner_id) if owner_id else None
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start_date = str(start_date) if start_date else None
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end_date = str(end_date) if end_date else None
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evaluated_at = datetime.now().strftime("%Y-%m-%dT%H:%M:%SZ") # Salesforce Date/Time format
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alert_sent = escalated # Set Alert_Sent__c based on escalation flag
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# Create a record in the custom object Project_Closure_Handover__c
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record = {
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"Readiness_Score__c": score,
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"Checklist_Summary__c": checklist_summary,
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"Missing_Documents__c": missing_documents,
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"Status__c": status,
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"Summarized_Missing_Items__c": summarized_missing,
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"Alert_Sent__c": alert_sent,
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"Client_PDF_Pack_URL__c": pdf_path if pdf_path else "",
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"Closure_Pack_URL__c": "", # Placeholder; update if you have a closure pack URL
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"End_Date__c": end_date,
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"Escalation_Flag__c": escalated,
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"Evaluated_At__c": evaluated_at,
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"Logs__c": logs,
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"Open_Punch_Items__c": open_punch_items,
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"Punch_List__c": punch_list_text,
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"QA_Report__c": qa_report,
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"Start_Date__c": start_date
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}
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# Add optional fields if provided
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if project_id:
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record["Project_ID__c"] = project_id
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if owner_id:
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record["OwnerId"] = owner_id
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logging.debug(f"Attempting to create Salesforce record: {record}")
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result = sf.Project_Closure_Handover__c.create(record)
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logging.info(f"Successfully created Salesforce record: {result}")
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return bleach.clean(text.strip())
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# Rule-based completeness engine with weighted scoring
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def evaluate_readiness(logs, qa_report, punch_list_text, project_id, start_date, end_date, owner_id):
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try:
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# Log inputs for debugging
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logging.info(f"Inputs - Logs: {logs}, QA Report: {qa_report}, Punch List: {punch_list_text}, Project ID: {project_id}, Start Date: {start_date}, End Date: {end_date}, Owner ID: {owner_id}")
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# Initialize score and lists for tracking
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score = 0
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logs = sanitize_input(logs)
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qa_report = sanitize_input(qa_report)
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punch_list_text = sanitize_input(punch_list_text)
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project_id = sanitize_input(project_id)
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start_date = sanitize_input(start_date)
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end_date = sanitize_input(end_date)
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owner_id = sanitize_input(owner_id)
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# Process Project Logs (30% weight)
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log_keywords = r"complete|handover done|finished|closed|successful"
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checklist_details.append("Punch List: Pending")
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logging.info(f"Punch List Check: {'Pass' if punch_pass else 'Fail'}, Final Score: {score}%")
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# Calculate open punch items
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open_punch_items = 0 if punch_pass else len(punch_list_text.split(",")) if punch_list_text else 1
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# Handle critical issues (escalation)
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escalated = any("incomplete" in item.lower() or "missing" in item.lower() for item in missing_items)
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status = "Escalated" if escalated else ("Completed" if not missing_items else "Pending")
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</div>
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"""
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# Store inputs for PDF generation and Salesforce record
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return (score, checklist_summary, missing_summary, status, progress_bar, escalated, logs, qa_report, punch_list_text, open_punch_items, project_id, start_date, end_date, owner_id)
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except Exception as e:
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logging.error(f"Error in evaluate_readiness: {str(e)}")
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raise
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# Generate PDF report with signature slots and write to a temporary file
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def generate_pdf(score, checklist_summary, missing_summary, status, logs, qa_report, punch_list_text, project_id, start_date, end_date, owner_id):
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try:
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# Sanitize inputs to ensure they are strings and handle None
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logging.info("Sanitizing inputs for PDF generation")
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checklist_summary = str(checklist_summary) if checklist_summary is not None else ""
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missing_summary = str(missing_summary) if missing_summary is not None else ""
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status = str(status) if status is not None else ""
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logs = str(logs) if logs else ""
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qa_report = str(qa_report) if qa_report else ""
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punch_list_text = str(punch_list_text) if punch_list_text else ""
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project_id = str(project_id) if project_id else "Not Provided"
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start_date = str(start_date) if start_date else "Not Provided"
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end_date = str(end_date) if end_date else "Not Provided"
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owner_id = str(owner_id) if owner_id else "Not Provided"
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# Remove non-ASCII characters to prevent rendering issues
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checklist_summary = checklist_summary.encode('ascii', 'ignore').decode('ascii')
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missing_summary = missing_summary.encode('ascii', 'ignore').decode('ascii')
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status = status.encode('ascii', 'ignore').decode('ascii')
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logs = logs.encode('ascii', 'ignore').decode('ascii')
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qa_report = qa_report.encode('ascii', 'ignore').decode('ascii')
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punch_list_text = punch_list_text.encode('ascii', 'ignore').decode('ascii')
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project_id = project_id.encode('ascii', 'ignore').decode('ascii')
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start_date = start_date.encode('ascii', 'ignore').decode('ascii')
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end_date = end_date.encode('ascii', 'ignore').decode('ascii')
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owner_id = owner_id.encode('ascii', 'ignore').decode('ascii')
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# Define the temporary file path
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pdf_path = "temp_readiness_report.pdf"
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# Draw basic fields using Times-Roman
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logging.info("Drawing basic fields")
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c.setFont("Times-Roman", 12)
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| 308 |
+
c.drawString(50, 720, f"Project ID: {project_id}")
|
| 309 |
+
c.drawString(50, 700, f"Readiness Score: {score}%")
|
| 310 |
+
c.drawString(50, 680, f"Status: {status}")
|
| 311 |
+
c.drawString(50, 660, f"Start Date: {start_date}")
|
| 312 |
+
c.drawString(50, 640, f"End Date: {end_date}")
|
| 313 |
+
c.drawString(50, 620, f"Owner ID: {owner_id}")
|
| 314 |
+
c.drawString(50, 600, "Checklist Summary:")
|
| 315 |
|
| 316 |
# Draw checklist summary with Y-position overflow handling
|
| 317 |
logging.info("Drawing checklist summary")
|
| 318 |
+
y = 580
|
| 319 |
BOTTOM_MARGIN = 50 # Minimum Y position before creating a new page
|
| 320 |
for line in checklist_summary.split("\n"):
|
| 321 |
if y < BOTTOM_MARGIN:
|
|
|
|
| 334 |
c.setFont("Times-Roman", 12)
|
| 335 |
y = 750
|
| 336 |
c.drawString(50, y - 20, "Missing Items:")
|
| 337 |
+
|
| 338 |
if y - 40 < BOTTOM_MARGIN:
|
| 339 |
logging.info("Y position below margin, creating new page")
|
| 340 |
c.showPage()
|
|
|
|
| 342 |
y = 750
|
| 343 |
c.drawString(50, y - 40, missing_summary)
|
| 344 |
|
| 345 |
+
if y - 60 < BOTTOM_MARGIN:
|
| 346 |
+
logging.info("Y position below margin, creating new page")
|
| 347 |
+
c.showPage()
|
| 348 |
+
c.setFont("Times-Roman", 12)
|
| 349 |
+
y = 750
|
| 350 |
+
c.drawString(50, y - 60, "Logs:")
|
| 351 |
+
|
| 352 |
if y - 80 < BOTTOM_MARGIN:
|
| 353 |
logging.info("Y position below margin, creating new page")
|
| 354 |
c.showPage()
|
| 355 |
c.setFont("Times-Roman", 12)
|
| 356 |
y = 750
|
| 357 |
+
c.drawString(50, y - 80, logs[:100] + "..." if len(logs) > 100 else logs)
|
| 358 |
|
| 359 |
if y - 100 < BOTTOM_MARGIN:
|
| 360 |
logging.info("Y position below margin, creating new page")
|
| 361 |
c.showPage()
|
| 362 |
c.setFont("Times-Roman", 12)
|
| 363 |
y = 750
|
| 364 |
+
c.drawString(50, y - 100, "QA Report:")
|
| 365 |
+
|
| 366 |
+
if y - 120 < BOTTOM_MARGIN:
|
| 367 |
+
logging.info("Y position below margin, creating new page")
|
| 368 |
+
c.showPage()
|
| 369 |
+
c.setFont("Times-Roman", 12)
|
| 370 |
+
y = 750
|
| 371 |
+
c.drawString(50, y - 120, qa_report[:100] + "..." if len(qa_report) > 100 else qa_report)
|
| 372 |
+
|
| 373 |
+
if y - 140 < BOTTOM_MARGIN:
|
| 374 |
+
logging.info("Y position below margin, creating new page")
|
| 375 |
+
c.showPage()
|
| 376 |
+
c.setFont("Times-Roman", 12)
|
| 377 |
+
y = 750
|
| 378 |
+
c.drawString(50, y - 140, "Punch List:")
|
| 379 |
+
|
| 380 |
+
if y - 160 < BOTTOM_MARGIN:
|
| 381 |
+
logging.info("Y position below margin, creating new page")
|
| 382 |
+
c.showPage()
|
| 383 |
+
c.setFont("Times-Roman", 12)
|
| 384 |
+
y = 750
|
| 385 |
+
c.drawString(50, y - 160, punch_list_text[:100] + "..." if len(punch_list_text) > 100 else punch_list_text)
|
| 386 |
+
|
| 387 |
+
if y - 180 < BOTTOM_MARGIN:
|
| 388 |
+
logging.info("Y position below margin, creating new page")
|
| 389 |
+
c.showPage()
|
| 390 |
+
c.setFont("Times-Roman", 12)
|
| 391 |
+
y = 750
|
| 392 |
+
c.drawString(50, y - 180, "Stakeholder Signature: ____________________")
|
| 393 |
+
|
| 394 |
+
if y - 200 < BOTTOM_MARGIN:
|
| 395 |
+
logging.info("Y position below margin, creating new page")
|
| 396 |
+
c.showPage()
|
| 397 |
+
c.setFont("Times-Roman", 12)
|
| 398 |
+
y = 750
|
| 399 |
+
c.drawString(50, y - 200, "Date: ____________________")
|
| 400 |
|
| 401 |
# Finalize the PDF
|
| 402 |
logging.info("Finalizing PDF")
|
|
|
|
| 408 |
raise FileNotFoundError(f"PDF file {pdf_path} was not created")
|
| 409 |
|
| 410 |
logging.info(f"PDF generated successfully at {pdf_path}")
|
| 411 |
+
return pdf_path, "PDF generation triggered successfully"
|
| 412 |
except Exception as e:
|
| 413 |
logging.error(f"Error in generate_pdf: {str(e)}")
|
| 414 |
raise
|
|
|
|
| 433 |
logs_input = gr.Textbox(label="Project Logs", lines=5, placeholder="Enter project logs (e.g., 'Project complete, handover done')")
|
| 434 |
qa_input = gr.Textbox(label="QA Report", placeholder="Enter QA status (e.g., 'Approved')")
|
| 435 |
punch_input = gr.Textbox(label="Punch List (Plain Text)", placeholder="Enter punch list status (e.g., 'None' or 'Resolved')")
|
| 436 |
+
project_id_input = gr.Textbox(label="Project ID", placeholder="Enter Salesforce Project ID (e.g., 'a0Axx000000xxxx')")
|
| 437 |
+
start_date_input = gr.Textbox(label="Start Date (YYYY-MM-DD)", placeholder="e.g., 2025-05-01")
|
| 438 |
+
end_date_input = gr.Textbox(label="End Date (YYYY-MM-DD)", placeholder="e.g., 2025-05-19")
|
| 439 |
+
owner_id_input = gr.Textbox(label="Owner ID", placeholder="Enter Salesforce User/Group ID (e.g., '005xx000000xxxx')")
|
| 440 |
submit_btn = gr.Button("Evaluate Readiness")
|
| 441 |
with gr.Column(scale=3):
|
| 442 |
score_output = gr.Number(label="Readiness Score (%)")
|
|
|
|
| 454 |
# Connect inputs to evaluate_readiness
|
| 455 |
submit_btn.click(
|
| 456 |
fn=evaluate_readiness,
|
| 457 |
+
inputs=[logs_input, qa_input, punch_input, project_id_input, start_date_input, end_date_input, owner_id_input],
|
| 458 |
+
outputs=[score_output, checklist_output, missing_output, status_output, progress_output,
|
| 459 |
+
gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State()]
|
| 460 |
)
|
| 461 |
|
| 462 |
+
# Connect PDF button to generate_pdf and create Salesforce record
|
| 463 |
pdf_btn.click(
|
| 464 |
fn=generate_pdf,
|
| 465 |
+
inputs=[score_output, checklist_output, missing_output, status_output, gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State()],
|
| 466 |
outputs=[pdf_output, pdf_debug]
|
| 467 |
+
).then(
|
| 468 |
+
fn=create_salesforce_record,
|
| 469 |
+
inputs=[score_output, checklist_output, missing_output, status_output, gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), gr.State(), pdf_output],
|
| 470 |
+
outputs=gr.Textbox(label="Salesforce Record Creation Status")
|
| 471 |
)
|
| 472 |
demo.launch()
|
| 473 |
|
| 474 |
# Comment out demo.launch() for Hugging Face Spaces deployment
|
| 475 |
# if __name__ == "__main__":
|
| 476 |
+
# demo.launch()
|