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Create app.py
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app.py
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import gradio as gr
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import json
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import pandas as pd
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def create_contact_from_can(cands_from_trigger):
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"""
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Process a list of candidate dictionaries to create contact records.
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Args:
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cands_from_trigger (list): List of dictionaries with candidate data.
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Returns:
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list: List of contact dictionaries.
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"""
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con_list = []
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for candidate in cands_from_trigger:
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contact = {
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"FirstName": candidate.get("First_Name__c", ""),
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"LastName": candidate.get("Last_Name__c", ""),
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"Email": candidate.get("Email__c", "")
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}
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con_list.append(contact)
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return con_list
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def process_json_input(json_input):
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"""
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Process JSON input from Gradio text area and return contact records.
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Args:
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json_input (str): JSON string containing candidate data.
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Returns:
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str: JSON string of contact records or error message.
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"""
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try:
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# Parse JSON input (expecting a list of dictionaries)
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candidates = json.loads(json_input)
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if not isinstance(candidates, list):
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return "Error: Input must be a JSON list of candidate objects."
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# Process candidates
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contacts = create_contact_from_can(candidates)
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# Return formatted JSON
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return json.dumps(contacts, indent=4)
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except json.JSONDecodeError:
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return "Error: Invalid JSON format. Please provide valid JSON, e.g., [{\"First_Name__c\": \"John\", \"Last_Name__c\": \"Doe\", \"Email__c\": \"john.doe@example.com\"}]"
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except Exception as e:
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return f"Error: {str(e)}"
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def process_form_input(first_name, last_name, email):
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"""
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Process form input for a single candidate and return contact record.
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Args:
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first_name (str): Candidate's first name.
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last_name (str): Candidate's last name.
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email (str): Candidate's email.
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Returns:
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str: JSON string of the contact record.
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"""
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candidate = {
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"First_Name__c": first_name,
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"Last_Name__c": last_name,
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"Email__c": email
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}
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contacts = create_contact_from_can([candidate])
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return json.dumps(contacts[0], indent=4)
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# Define Gradio interface
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with gr.Blocks(title="Candidate to Contact Converter") as demo:
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gr.Markdown("# Candidate to Contact Converter")
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gr.Markdown("Convert candidate data to contact records. Use the JSON input for batch processing or the form for a single candidate.")
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# JSON Input Section
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gr.Markdown("## Batch Input (JSON)")
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gr.Markdown("Enter candidate data in JSON format (list of objects). Example:")
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gr.Markdown("""
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```json
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[
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{"First_Name__c": "John", "Last_Name__c": "Doe", "Email__c": "john.doe@example.com"},
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{"First_Name__c": "Jane", "Last_Name__c": "Smith", "Email__c": "jane.smith@example.com"}
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]
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```
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""")
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json_input = gr.Textbox(label="Candidate JSON", lines=10)
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json_output = gr.Textbox(label="Contact Output (JSON)", lines=10, interactive=False)
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json_button = gr.Button("Convert JSON")
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json_button.click(fn=process_json_input, inputs=json_input, outputs=json_output)
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# Form Input Section
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gr.Markdown("## Single Candidate Form")
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first_name = gr.Textbox(label="First Name")
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last_name = gr.Textbox(label="Last Name")
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email = gr.Textbox(label="Email")
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form_output = gr.Textbox(label="Contact Output (JSON)", lines=5, interactive=False)
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form_button = gr.Button("Convert Form")
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form_button.click(fn=process_form_input, inputs=[first_name, last_name, email], outputs=form_output)
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# Download Output
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gr.Markdown("## Download Results")
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download_button = gr.File(label="Download Contacts as JSON")
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def prepare_download(json_output):
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if json_output and json_output.startswith("["):
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with open("contacts.json", "w") as f:
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f.write(json_output)
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return "contacts.json"
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return None
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json_output.change(fn=prepare_download, inputs=json_output, outputs=download_button)
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# Launch the app
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demo.launch()
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