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MongoDB RESTful API with Flask





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List of MongoDB with PyMongo

  1. MongoDB with PyMongo I - Installing MongoDB
  2. MongoDB with PyMongo II - Connecting and accessing MongoDB
  3. MongoDB with pyMongo III - Range Querying MongoDB
  4. MongoDB RESTful API with Flask


Note

In this tutorial, we'll write a code that does RESTful interaction with MongDB.

We'll get some help from Postman for client side while Flask will be on the server side.


InitialPostman.png




The code

The code looks like this:

# mongo.py

from flask import Flask
from flask import jsonify
from flask import request
from flask_pymongo import PyMongo

app = Flask(__name__)

app.config['MONGO_DBNAME'] = 'restdb'
app.config['MONGO_URI'] = 'mongodb://localhost:27017/restdb'

mongo = PyMongo(app)

@app.route('/star', methods=['GET'])
def get_all_stars():
  star = mongo.db.stars
  output = []
  for s in star.find():
    output.append({'name' : s['name'], 'distance' : s['distance']})
  return jsonify({'result' : output})

@app.route('/star/', methods=['GET'])
def get_one_star(name):
  star = mongo.db.stars
  s = star.find_one({'name' : name})
  if s:
    output = {'name' : s['name'], 'distance' : s['distance']}
  else:
    output = "No such name"
  return jsonify({'result' : output})

@app.route('/star', methods=['POST'])
def add_star():
  star = mongo.db.stars
  name = request.json['name']
  distance = request.json['distance']
  star_id = star.insert({'name': name, 'distance': distance})
  new_star = star.find_one({'_id': star_id })
  output = {'name' : new_star['name'], 'distance' : new_star['distance']}
  return jsonify({'result' : output})

if __name__ == '__main__':
    app.run(debug=True)

To run our Flask server, we'll use virtualenv with Python3:

$ virtualenv -p python3 venv
$ source venv/bin/activate

(venv)$ pip install Flask-PyMongo

We can run our code now:

(venv)$ python mongo.py
 * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
 ...




REST API

As we can see from the code we have 2 GET requests and 1 POST request.

  1. Getting all data in the collection:
    @app.route('/star', methods=['GET'])
    def get_all_stars():
    
  2. Getting one data in the collection:
    @app.route('/star/', methods=['GET'])
    def get_one_star(name):
    
  3. Posting one data in the collection:
    @app.route('/star', methods=['POST'])
    def add_star():
    




GET request one

As an example for a GET request, let's request for only one record:


GETRequestOne.png




POST request sample

As an example for a POST request, let's add one more data to our collection:


POST-Request.png


List of MongoDB with PyMongo

  1. MongoDB with PyMongo I - Installing MongoDB
  2. MongoDB with PyMongo II - Connecting and accessing MongoDB
  3. MongoDB with pyMongo III - Range Querying MongoDB
  4. MongoDB RESTful API with Flask







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NLP - NLTK (Natural Language Toolkit) ...

RabbitMQ(Message broker server) and Celery(Task queue) ...

OpenCV3 and Matplotlib ...

Simple tool - Concatenating slides using FFmpeg ...

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Ph.D. / Golden Gate Ave, San Francisco / Seoul National Univ / Carnegie Mellon / UC Berkeley / DevOps / Deep Learning / Visualization

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Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong








MongoDB with PyMongo



MongoDB with PyMongo I - Installing MongoDB

MongoDB with PyMongo II - Connecting and accessing MongoDB

MongoDB with pyMongo III - Range Querying MongoDB

MongoDB RESTful API with Flask

Sponsor Open Source development activities and free contents for everyone.

Thank you.

- K Hong






Python tutorial



Python Home

Introduction

Running Python Programs (os, sys, import)

Modules and IDLE (Import, Reload, exec)

Object Types - Numbers, Strings, and None

Strings - Escape Sequence, Raw String, and Slicing

Strings - Methods

Formatting Strings - expressions and method calls

Files and os.path

Traversing directories recursively

Subprocess Module

Regular Expressions with Python

Regular Expressions Cheat Sheet

Object Types - Lists

Object Types - Dictionaries and Tuples

Functions def, *args, **kargs

Functions lambda

Built-in Functions

map, filter, and reduce

Decorators

List Comprehension

Sets (union/intersection) and itertools - Jaccard coefficient and shingling to check plagiarism

Hashing (Hash tables and hashlib)

Dictionary Comprehension with zip

The yield keyword

Generator Functions and Expressions

generator.send() method

Iterators

Classes and Instances (__init__, __call__, etc.)

if__name__ == '__main__'

argparse

Exceptions

@static method vs class method

Private attributes and private methods

bits, bytes, bitstring, and constBitStream

json.dump(s) and json.load(s)

Python Object Serialization - pickle and json

Python Object Serialization - yaml and json

Priority queue and heap queue data structure

Graph data structure

Dijkstra's shortest path algorithm

Prim's spanning tree algorithm

Closure

Functional programming in Python

Remote running a local file using ssh

SQLite 3 - A. Connecting to DB, create/drop table, and insert data into a table

SQLite 3 - B. Selecting, updating and deleting data

MongoDB with PyMongo I - Installing MongoDB ...

Python HTTP Web Services - urllib, httplib2

Web scraping with Selenium for checking domain availability

REST API : Http Requests for Humans with Flask

Blog app with Tornado

Multithreading ...

Python Network Programming I - Basic Server / Client : A Basics

Python Network Programming I - Basic Server / Client : B File Transfer

Python Network Programming II - Chat Server / Client

Python Network Programming III - Echo Server using socketserver network framework

Python Network Programming IV - Asynchronous Request Handling : ThreadingMixIn and ForkingMixIn

Python Coding Questions I

Python Coding Questions II

Python Coding Questions III

Python Coding Questions IV

Python Coding Questions V

Python Coding Questions VI

Python Coding Questions VII

Python Coding Questions VIII

Python Coding Questions IX

Python Coding Questions X

Image processing with Python image library Pillow

Python and C++ with SIP

PyDev with Eclipse

Matplotlib

Redis with Python

NumPy array basics A

NumPy Matrix and Linear Algebra

Pandas with NumPy and Matplotlib

Celluar Automata

Batch gradient descent algorithm

Longest Common Substring Algorithm

Python Unit Test - TDD using unittest.TestCase class

Simple tool - Google page ranking by keywords

Google App Hello World

Google App webapp2 and WSGI

Uploading Google App Hello World

Python 2 vs Python 3

virtualenv and virtualenvwrapper

Uploading a big file to AWS S3 using boto module

Scheduled stopping and starting an AWS instance

Cloudera CDH5 - Scheduled stopping and starting services

Removing Cloud Files - Rackspace API with curl and subprocess

Checking if a process is running/hanging and stop/run a scheduled task on Windows

Apache Spark 1.3 with PySpark (Spark Python API) Shell

Apache Spark 1.2 Streaming

bottle 0.12.7 - Fast and simple WSGI-micro framework for small web-applications ...

Flask app with Apache WSGI on Ubuntu14/CentOS7 ...

Selenium WebDriver

Fabric - streamlining the use of SSH for application deployment

Ansible Quick Preview - Setting up web servers with Nginx, configure enviroments, and deploy an App

Neural Networks with backpropagation for XOR using one hidden layer

NLP - NLTK (Natural Language Toolkit) ...

RabbitMQ(Message broker server) and Celery(Task queue) ...

OpenCV3 and Matplotlib ...

Simple tool - Concatenating slides using FFmpeg ...

iPython - Signal Processing with NumPy

iPython and Jupyter - Install Jupyter, iPython Notebook, drawing with Matplotlib, and publishing it to Github

iPython and Jupyter Notebook with Embedded D3.js

Downloading YouTube videos using youtube-dl embedded with Python

Machine Learning : scikit-learn ...

Django 1.6/1.8 Web Framework ...









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