How do i import a csv file into mongodb using python?
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In this tutorial, we will share with you how to import CSV file data into MongoDB using Python. While developing an application using Python, sometimes we need to insert CSV data into the MongoDB database. Inserting CSV data to MongoDB is very easy in Python. We just need t read the CSV file and then connect to MongoDB to insert data. We will use CSV built-in module to read CSV files. We will use module So let’s start firstly Install PyMongo Module : Install PyMongo Module As we need to connect with the MongoDB client, so we need to install Connect to MongoDB We will import module
from pymongo import MongoClient We will configure MongoDB connection details and connection to the database and collection to insert records.
Reading CSV File As we will insert CSV file data to the MongoDB. So we will import the CSV module at the top of the file to read the CSV file. We will CSV file employee using
We will iterate over CSV reader object and create JSON data to insert multiple records into MongoDB.
Insert data into MongoDB We will insert json row data into MongoDB. Final code to insert CSV data into MongoDB Now you can insert the JSON in your MongoDB database.
How do I import a CSV file into MongoDB?If you have CSV files (or TSV files - they're conceptually the same) to import, use the --type=csv or --type=tsv option to tell mongoimport what format to expect. Also important is to know whether your CSV file has a header row - where the first line doesn't contain data - instead it contains the name for each column.
How do I transfer data from python to MongoDB?Insert Into Collection
To insert a record, or document as it is called in MongoDB, into a collection, we use the insert_one() method. The first parameter of the insert_one() method is a dictionary containing the name(s) and value(s) of each field in the document you want to insert.
How do I import an Excel file into MongoDB?Procedure. Start Excel. Start Microsoft Excel and open a blank worksheet.. Select the Data Tab. Select the Data tab to open the Data toolbar.. Open a Data Connection Wizard Dialog. ... . Select ODBC DSN. ... . Select Your DSN. ... . Select a Database and Table. ... . Save the Connection File. ... . Specify Worksheet Format.. How do I import files into MongoDB?To import JSON file you need to follow the following steps: Step 1: Open a command prompt and give command mongod to connect with MongoDB server and don't close this cmd to stay connected to the server. Step 2: Open another command prompt and run the mongo shell. Using the mongo command.
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