push_data.py

import os
import sys 
import json

from dotenv import load_dotenv
load_dotenv()

MONGO_DB_URL = os.getenv("MONGO_DB_URL")
print(MONGO_DB_URL)

import certifi

ca = certifi.where()

import pandas as pd 
import numpy as np
import pymongo
from networksecurity.exception.exception import NetworkSecurityException
from networksecurity.logging.logger import logging

class NetworkDataExtract():
    def __init__(self):
        try:
            pass
        except Exception as e:
            raise NetworkSecurityException(e, sys)
    
    def csv_to_json_converter(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_mongodb(self, records, database, collection):
        try:
            self.database = database
            self.collection = collection
            self.records = records
            
            self.mongo_cilent = pymongo.MongoClient(MONGO_DB_URL)
            self.database = self.mongo_cilent[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 = r"Network_Data\phisingData.csv"
    DATABASE = "PRERNAI"
    Collection = "NetworkData"
    networkobj = NetworkDataExtract()
    records = networkobj.csv_to_json_converter(file_path= FILE_PATH)
    print(records)
    no_of_records = networkobj.insert_data_mongodb(records, DATABASE, Collection)
    print(no_of_records)