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)

# It is a python package that provides Mozilla's CA Bundle.
# It is used to validate the clients's request to the server.
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_to_mongodb(self,records,database,collection):
        try:
            self.database = database
            self.records = records
            self.collection = collection
            
            self.mongo_client = pymongo.MongoClient(MONGO_DB_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__":
    FILEPATH= "Network_Data\PhishingData.csv"
    DATABASE = "NetworkSecurity"
    COLLECTION = "PhishingData"
    
    networkobj = NetworkDataExtract()
    records = networkobj.csv_to_json_converter(file_path=FILEPATH)
    no_of_records = networkobj.insert_data_to_mongodb(records,DATABASE,COLLECTION)
    print(records)
    print(no_of_records)