salesforce_integration.py

from simple_salesforce import Salesforce
import pandas as pd

def fetch_poles():
    sf = Salesforce(
        username="your_salesforce_username",
        password="your_salesforce_password",
        security_token="your_salesforce_token"
    )

    query = """
    SELECT Name, Site__c, Solar_Generation__c, Wind_Generation__c,
           Power_Required__c, Power_Sufficient__c, Camera_Status__c,
           Alert_Level__c
    FROM Pole__c
    LIMIT 50
    """
    results = sf.query_all(query)
    df = pd.DataFrame(results['records']).drop(columns='attributes')
    return df