push_data.py

import os
import sys
import json
import pandas as pd
import numpy as np
import pymongo

from dotenv import load_dotenv
import certifi

from networksecurity.exception.exception import NetworkSecurityException
from networksecurity.logging.logger import logging

load_dotenv()
MONGO_URL = os.getenv("MONGO_DB_URL")

ca = certifi.where()

class NetworkDataExtract():
    def __init__(self):
        try:
            pass
        except Exception as e:
            raise NetworkSecurityException(e,sys)
        
    def csv_to_json_convert(self,file_path):
        try:
            data = pd.read_csv(file_path)
            data.reset_index(drop=True, inplace=True)
            records= list(json.loads(data.T.to_json()).values())
            return records
        except Exception as e:
            raise NetworkSecurityException(e,sys)
        
    def insert_data_mongo(self,records,database,collection):
        try:
            self.database = database
            self.collection = collection
            self.records = records

            self.mongo_client = pymongo.MongoClient(MONGO_URL)
            self.database = self.mongo_client[self.database]

            self.collection = self.database[self.collection]
            self.collection.insert_many(self.records)
            return(len(self.records))
        except Exception as e:
            raise NetworkSecurityException(e,sys)
        
if __name__ == "__main__":
    FILE_PATH = "Network_Data\phisingData.csv"
    DATABASE = "ETLProj"
    Collection = "NetworkData"
    networkobj = NetworkDataExtract()
    records = networkobj.csv_to_json_convert(file_path=FILE_PATH)
    print(records)
    no_of_records=networkobj.insert_data_mongo(records,DATABASE,Collection)
    print(no_of_records)