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Create app.py
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app.py
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| 1 |
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import pandas as pd
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| 2 |
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import re
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| 3 |
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import smtplib
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| 4 |
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from email.mime.text import MIMEText
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from email.mime.multipart import MIMEMultipart
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import streamlit as st
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import os
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from datetime import datetime
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# Function to validate email using regular expression
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| 11 |
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def is_valid_email(email):
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| 12 |
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pattern = r'^[a-zA-Z0-9._%+-]+@[a-zAZ0-9.-]+\.[a-zA-Z]{2,}$'
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return re.match(pattern, email) is not None
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# Function to validate email via SMTP server
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def check_smtp_validity(email, smtp_server='smtp.gmail.com', smtp_port=587, sender_email='[email protected]', sender_password='your_email_password'):
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try:
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server = smtplib.SMTP(smtp_server, smtp_port)
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server.starttls()
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server.login(sender_email, sender_password)
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msg = MIMEMultipart()
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msg['From'] = sender_email
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msg['To'] = email
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msg['Subject'] = 'Congratulations! You’ve won a prize!'
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body = 'Click this link to claim your prize: http://example.com'
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msg.attach(MIMEText(body, 'plain'))
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server.sendmail(sender_email, email, msg.as_string())
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server.quit()
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return 'valid'
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except smtplib.SMTPRecipientsRefused:
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return 'invalid'
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except Exception as e:
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return 'invalid'
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# Function to read different types of files
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def read_file(file):
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if file.name.endswith('.xls') or file.name.endswith('.xlsx'):
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return pd.read_excel(file)
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elif file.name.endswith('.csv'):
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return pd.read_csv(file)
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elif file.name.endswith('.ods'):
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return pd.read_excel(file, engine="odf")
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else:
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st.error("Unsupported file format. Please upload a valid Excel (.xls, .xlsx), CSV, or ODS file.")
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return None
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# Function to validate emails and save results to a new file
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def verify_emails(input_df, output_file, sender_email, sender_password, batch_start, batch_size=500):
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try:
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# Process only a batch of 500 emails per day
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batch_df = input_df.iloc[batch_start:batch_start + batch_size]
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# Validate the emails in the batch
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batch_df['status'] = batch_df['emails'].apply(lambda email: check_smtp_validity(email, sender_email=sender_email, sender_password=sender_password))
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# Save the result to output file
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if output_file.endswith('.csv'):
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batch_df.to_csv(output_file, index=False)
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elif output_file.endswith('.ods'):
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batch_df.to_excel(output_file, index=False, engine='odf')
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else:
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batch_df.to_excel(output_file, index=False)
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return batch_df, batch_start + len(batch_df)
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except Exception as e:
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st.error(f"Error: {e}")
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return None, batch_start
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# Function to send email with results as attachment
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def send_email_result(output_file, recipient_email, sender_email, sender_password):
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try:
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# Create the email message
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msg = MIMEMultipart()
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msg['From'] = sender_email
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msg['To'] = recipient_email
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msg['Subject'] = 'Email Validation Results'
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body = 'Please find the attached email validation results.'
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msg.attach(MIMEText(body, 'plain'))
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# Attach the output file (Excel with validation results)
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with open(output_file, 'rb') as attachment:
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part = MIMEText(attachment.read(), 'base64', 'utf-8')
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part.add_header('Content-Disposition', 'attachment', filename=os.path.basename(output_file))
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msg.attach(part)
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# Send the email
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with smtplib.SMTP('smtp.gmail.com', 587) as server:
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server.starttls()
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server.login(sender_email, sender_password)
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server.sendmail(sender_email, recipient_email, msg.as_string())
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st.success(f"Results successfully sent to {recipient_email}")
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except Exception as e:
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st.error(f"Error sending email: {e}")
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# Function to load settings (sender email, app password, recipient email)
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def load_settings():
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if os.path.exists("settings.txt"):
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with open("settings.txt", "r") as f:
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settings = f.read().splitlines()
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return settings
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return None
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# Function to save settings (sender email, app password, recipient email)
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def save_settings(sender_email, sender_password, recipient_email):
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with open("settings.txt", "w") as f:
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f.write(f"{sender_email}\n{sender_password}\n{recipient_email}")
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| 116 |
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| 117 |
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# Function to load progress (last processed email index)
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| 118 |
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def load_progress():
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if os.path.exists("progress.txt"):
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with open("progress.txt", "r") as f:
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return int(f.read().strip())
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return 0
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# Function to save progress (last processed email index)
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def save_progress(progress):
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with open("progress.txt", "w") as f:
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f.write(str(progress))
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# Streamlit App
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def main():
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st.title("Email Validation App")
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| 132 |
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# Display instructions to create a Gmail App Password
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| 134 |
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st.markdown("""
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| 135 |
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**To send emails using your Gmail account, you need to generate an App Password:**
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| 136 |
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| 137 |
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1. Go to [Google App Passwords](https://myaccount.google.com/apppasswords).
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| 138 |
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2. Sign in to your Google account if prompted.
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| 139 |
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3. Under "Select App," choose **Other (Custom name)** from the dropdown list.
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| 140 |
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4. Enter a name for the app (e.g., "Email Validation App") and click **Generate**.
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| 141 |
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5. Copy the generated password and paste it into the "App Password" field in this app.
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| 142 |
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6. Use this App Password instead of your regular Gmail password when sending emails.
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""")
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# Load settings if they exist
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settings = load_settings()
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# Step 1: Upload the file (Excel, CSV, or ODS) only if settings are already saved
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if settings:
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st.info("Settings already saved. You can upload your email file to continue processing.")
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| 151 |
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else:
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st.warning("No settings found. Please provide your Gmail credentials and recipient email first.")
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| 153 |
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| 154 |
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uploaded_file = st.file_uploader("Upload your file with emails (Excel, CSV, or ODS)", type=["xls", "xlsx", "csv", "ods"])
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| 155 |
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# Load the file and process emails only if it's uploaded
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| 157 |
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if uploaded_file:
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input_df = read_file(uploaded_file)
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| 159 |
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| 160 |
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if input_df is None:
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return
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| 162 |
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| 163 |
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# Ensure the file contains an 'emails' column
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| 164 |
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if 'emails' not in input_df.columns:
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st.error("Error: 'emails' column not found in the uploaded file.")
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| 166 |
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return
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| 167 |
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| 168 |
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# Step 2: Input Gmail credentials if not already saved
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| 169 |
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if not settings:
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sender_email = st.text_input("Enter temporary Gmail ID", type="default")
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| 171 |
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sender_password = st.text_input("Enter Gmail App Password", type="password")
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| 172 |
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recipient_email = st.text_input("Enter recipient email for results", type="default")
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| 173 |
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| 174 |
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if sender_email and sender_password and recipient_email:
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if st.button("Save Settings"):
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save_settings(sender_email, sender_password, recipient_email)
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| 177 |
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st.success("Settings saved. You can now upload your email file and continue processing.")
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| 178 |
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st.experimental_rerun() # Rerun the app to load the new settings and show the process button
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| 179 |
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else:
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# Use saved settings
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| 181 |
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sender_email, sender_password, recipient_email = settings
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| 182 |
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# Process emails in batches of 500
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| 184 |
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batch_start = load_progress()
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| 185 |
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output_file = f"output_results_{datetime.now().strftime('%Y%m%d_%H%M%S')}"
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if uploaded_file.name.endswith('.csv'):
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output_file += '.csv'
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| 189 |
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elif uploaded_file.name.endswith('.ods'):
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output_file += '.ods'
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else:
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output_file += '.xlsx'
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# After saving settings, now show the "Process Next Batch" button
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| 195 |
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if st.button("Process Next Batch"):
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batch_df, new_progress = verify_emails(input_df, output_file, sender_email, sender_password, batch_start)
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| 197 |
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if batch_df is not None:
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save_progress(new_progress)
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send_email_result(output_file, recipient_email, sender_email, sender_password)
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| 200 |
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st.success(f"Processed and sent results for batch {batch_start // 500 + 1}. Progress saved.")
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| 201 |
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else:
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st.error("Error processing the batch.")
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| 203 |
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| 204 |
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if __name__ == "__main__":
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if not os.path.exists("uploaded_files"):
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os.makedirs("uploaded_files")
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main()
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