modules/salesforce_connector.py

from simple_salesforce import Salesforce
import pandas as pd

def connect_salesforce():
    return Salesforce(
        username='[email protected]',
        password='Vedavathi@04',
        security_token='jqe4His8AcuFJucZz5NBHfGU'
    )

def fetch_pole_data_from_salesforce(sf):
    query = """
    SELECT Name, Solar_Generation__c, Wind_Generation__c, Power_Required__c,
           Camera_Status__c, Tilt__c, Vibration__c, Alert_Level__c, Power_Sufficient__c
    FROM VIEP_Pole__c  # ← replace this with your actual API name
query = """
     SELECT Name, Solar_Generation__c, Wind_Generation__c, Power_Required__c,
       Camera_Status__c, Tilt__c, Vibration__c, Alert_Level__c, Power_Sufficient__c
    FROM VIEP_Pole__c
     LIMIT 50
     """

    LIMIT 50
    """
    result = sf.query(query)
    records = result['records']

    data = []
    for r in records:
        data.append({
            "Pole ID": r['Name'],
            "Solar Gen (kWh)": r.get('Solar_Generation__c', 0),
            "Wind Gen (kWh)": r.get('Wind_Generation__c', 0),
            "Power Required (kWh)": r.get('Power_Required__c', 0),
            "Power Sufficient": r.get('Power_Sufficient__c', "No"),
            "Camera Status": r.get('Camera_Status__c', "Offline"),
            "Tilt (°)": r.get('Tilt__c', 0),
            "Vibration (g)": r.get('Vibration__c', 0),
            "Anomalies": "N/A",  # Optional: You can add your logic
            "Alert Level": r.get('Alert_Level__c', "Green"),
            "Date": pd.Timestamp.today().date()
        })
    return pd.DataFrame(data)