I'm having some trouble with Mongodb and Python (Flask).
I have this api.py file, and I want all requests and responses to be in JSON, so I implement as such.
# # Imports # from datetime import datetime from flask import Flask from flask import g from flask import jsonify from flask import json from flask import request from flask import url_for from flask import redirect from flask import render_template from flask import make_response import pymongo from pymongo import Connection from bson import BSON from bson import json_util # # App Create # app = Flask(__name__) app.config.from_object(__name__) # # Database # # connect connection = Connection() db = connection['storage'] units = db['storage'] # # Request Mixins # @app.before_request def before_request(): #before return @app.teardown_request def teardown_request(exception): #after return # # Functions # def isInt(n): try: num = int(n) return True except ValueError: return False def isFloat(n): try: num = float(n) return True except ValueError: return False def jd(obj): return json.dumps(obj, default=json_util.default) def jl(obj): return json.loads(obj, object_hook=json_util.object_hook) # # Response # def response(data={}, code=200): resp = { "code" : code, "data" : data } response = make_response(jd(resp)) response.headers['Status Code'] = resp['code'] response.headers['Content-Type'] = "application/json" return response # # REST API calls # # index @app.route('/') def index(): return response() # search @app.route('/search', methods=['POST']) def search(): return response() # add @app.route('/add', methods=['POST']) def add(): unit = request.json _id = units.save(unit) return response(_id) # get @app.route('/show', methods=['GET']) def show(): import pdb; pdb.set_trace(); return response(db.units.find()) # # Error handing # @app.errorhandler(404) def page_not_found(error): return response({},404) # # Run it! # if __name__ == '__main__': app.debug = True app.run()
The problem here is json encoding data coming to and from mongo. It seems I've been able to "hack" the add route by passing the request.json as the dictionary for save, so thats good... the problem is /show. This code does not work... When I do some logging I get
TypeError: <pymongo.cursor.Cursor object at 0x109bda150> is not JSON serializable
Any ideas? I also welcome any suggestions on the rest of the code, but the JSON is killing me.
Thanks in advance!
Use toJSON() Method to make class JSON serializable So we don't need to write custom JSONEncoder. This new toJSON() serializer method will return the JSON representation of the Object. i.e., It will convert custom Python Object to JSON string.
JSON serializer converts an object to its string. The reverse is also possible which is known as Deserialization. JSON is a format that encodes an object to a string. On the transmission of data or storing is a file, data need to be in byte strings, but as complex objects are in JSON format.
The Python "TypeError: Object of type function is not JSON serializable" occurs when we try to serialize a function to JSON. To solve the error, make sure to call the function and serialize the object that the function returns.
The Python "TypeError: Object of type set is not JSON serializable" occurs when we try to convert a set object to a JSON string. To solve the error, convert the set to a list before serializing it to JSON, e.g. json. dumps(list(my_set)) . Here is an example of how the error occurs.
While @ErenGüven shows you a nice manual approach to solving this json serializing issue, pymongo comes with a utility to accomplish this for you. I use this in my own django mongodb project:
import json from bson import json_util json_docs = [] for doc in cursor: json_doc = json.dumps(doc, default=json_util.default) json_docs.append(json_doc)
Or simply:
json_docs = [json.dumps(doc, default=json_util.default) for doc in cursor]
And to get them back from json again:
docs = [json.loads(j_doc, object_hook=json_util.object_hook) for j_doc in json_docs]
The helper utilities tell json
how to handle the custom mongodb objects.
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