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 NeworkDataExtract():
    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 inser_data_mongodb(self, records, database, collection):
        try:
            self.database = database
            self.collection = collection
            self.records = records

            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__":
    FILE_PATH = "Network_data\phisingData.csv"
    DATABASE = "Inderjeet"
    Collection = "NetworkData"
    networkobj = NeworkDataExtract()
    records = networkobj.csv_to_json_converter(file_path=FILE_PATH)
    print("Hogaye records load")
    #print(records)
    no_of_records = networkobj.inser_data_mongodb(records, DATABASE, Collection)
    print(no_of_records)