Part of Foursquare API response missing when using VSCODE - json

Question

I'm trying to create a Jupyter Notebook project using VSCode. In this project I'm using Foursquare API to query venues around Seattle. However I've been running to a little problem when the notebook outputs JSON file response. I keep getting the response with only the second part of the JSON file when I set the parameter LIMIT to more than 20 venues.
Let me just be clear.
This is only happening with VScode. When I input the same lines of code in a Jupyter Notebook using the browser and setting the parameter LIMIT to more than 20, I get the full JSON file response.
Below is the code sample used in VSCode:
Imported libraries:
import pandas as pd
import requests
import json
from geopy.geocoders import Nominatim
from pandas.io.json import json_normalize
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
GEOPY.GEOCODERS to retrive Seattle coordinates.
address = 'Seattle, WA'
geolocator = Nominatim(user_agent="foursquare")
location = geolocator.geocode(address)
latitude = location.latitude
longitude = location.longitude
print(latitude, longitude)
Variables with credentials and parameters for the API request.(Note how the limit is set to 21)
CLIENT_ID = 'client_id' # your Foursquare ID
CLIENT_SECRET = 'client_secret' # your Foursquare Secret
VERSION = '20180604'
LIMIT = 21
RADIUS = 500
URL for the API request.
url = 'https://api.foursquare.com/v2/venues/search?client_id={}&client_secret={}&ll={},{}&v={}&radius={}&limit={}'.format(CLIENT_ID, CLIENT_SECRET, latitude, longitude, VERSION, RADIUS, LIMIT)
The API request.
results = requests.get(url).json()
results
The undiserable output: (Notice how the meta data and the first part of file is missing)
['600 4th Ave (5th & Cherry)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '4b49098df964a520286326e3',
'name': 'Seattle City Hall',
'location': {'address': '600 4th Ave',
'crossStreet': 'btwn Cherry & James',
'lat': 47.60391791602839,
'lng': -122.32999464587043,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60391791602839,
'lng': -122.32999464587043}],
'distance': 10,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (btwn Cherry & James)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '4e44510fe4cd394059e89099',
'name': 'Karr Tuttle Campbell',
'location': {'address': '701 5th Ave',
'lat': 47.60440702245942,
'lng': -122.33136024826479,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60440702245942,
'lng': -122.33136024826479}],
'distance': 116,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['701 5th Ave',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d124941735',
'name': 'Office',
'pluralName': 'Offices',
'shortName': 'Office',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/default_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '4c3f616ed691c9b6d8a6890a',
'name': 'City Hall Plaza',
'location': {'address': '600 4th Ave',
'crossStreet': '4th & Cherry',
'lat': 47.60378595075962,
'lng': -122.33051066366723,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60378595075962,
'lng': -122.33051066366723}],
'distance': 34,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (4th & Cherry)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '4ddbc954091aae6b185e2968',
'name': 'Seattle Municipal Tower 44th Floor',
'location': {'address': '700 5th Ave',
'crossStreet': 'Cherry Street',
'lat': 47.60509704657094,
'lng': -122.3301267150704,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60509704657094,
'lng': -122.3301267150704}],
'distance': 140,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['700 5th Ave (Cherry Street)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d124941735',
'name': 'Office',
'pluralName': 'Offices',
'shortName': 'Office',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/default_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '598b268efc9e9467c3d48589',
'name': 'Bertha Knight Landes Conference Room',
'location': {'lat': 47.603764,
'lng': -122.32945,
'labeledLatLngs': [{'label': 'display',
'lat': 47.603764,
'lng': -122.32945}],
'distance': 46,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['Seattle, WA 98104', 'United States']},
'categories': [{'id': '4bf58dd8d48988d127941735',
'name': 'Conference Room',
'pluralName': 'Conference Rooms',
'shortName': 'Conference room',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/office_conferenceroom_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '4a9e9437f964a5207c3a20e3',
'name': 'Einstein Bros Bagels',
'location': {'address': '600 4th Ave',
'lat': 47.60389534060459,
'lng': -122.33065690674596,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60389534060459,
'lng': -122.33065690674596}],
'distance': 45,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d179941735',
'name': 'Bagel Shop',
'pluralName': 'Bagel Shops',
'shortName': 'Bagels',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/food/bagels_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False},
{'id': '427ab380f964a52096211fe3',
'name': 'Columbia Center',
'location': {'address': '701 5th Ave',
'crossStreet': 'at Columbia St',
'lat': 47.60452412230289,
'lng': -122.33075151763909,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60452412230289,
'lng': -122.33075151763909},
{'label': 'entrance', 'lat': 47.604432, 'lng': -122.330763}],
'distance': 92,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['701 5th Ave (at Columbia St)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d130941735',
'name': 'Building',
'pluralName': 'Buildings',
'shortName': 'Building',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/default_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749016',
'hasPerk': False}
........ CONTINUED RESULTS INTENTIONALLY DELETED
Running the code with LIMIT parameter set to 20 which gives me the desired output.
CLIENT_ID = 'client_id'
CLIENT_SECRET = 'client_secret'
VERSION = '20180604'
LIMIT = 20
RADIUS = 500
Again, the url for the request. (No changes here)
url = 'https://api.foursquare.com/v2/venues/search?client_id={}&client_secret={}&ll={},{}&v={}&radius={}&limit={}'.format(CLIENT_ID, CLIENT_SECRET, latitude, longitude, VERSION, RADIUS, LIMIT)
url
One more time, the API request.(No changes)
results = requests.get(url).json()
results
Finally the desired output with the full JSON file:
{'meta': {'code': 200, 'requestId': '606ce68a749e75020fe96e3a'},
'response': {'venues': [{'id': '4c3b9d165810a593aff7ba3c',
'name': 'City Council Chambers',
'location': {'address': '600 4th Ave',
'crossStreet': '5th & Cherry',
'lat': 47.603861440975066,
'lng': -122.33006802191612,
'labeledLatLngs': [{'label': 'display',
'lat': 47.603861440975066,
'lng': -122.33006802191612},
{'label': 'entrance', 'lat': 47.603626, 'lng': -122.329618}],
'distance': 3,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (5th & Cherry)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749643',
'hasPerk': False},
{'id': '4b49098df964a520286326e3',
'name': 'Seattle City Hall',
'location': {'address': '600 4th Ave',
'crossStreet': 'btwn Cherry & James',
'lat': 47.60391791602839,
'lng': -122.32999464587043,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60391791602839,
'lng': -122.32999464587043}],
'distance': 10,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (btwn Cherry & James)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617749643',
'hasPerk': False},
............ CONTINUED RESULTS INTENTIONALLY DELETED
Progress update.
Apparently I'm fetching the full response file but VSCode is not displaying the whole output.
Below is a sample code from the same request with LIMIT parameter set to 30. The evidence of the full file being fetched but no displayed is shown when I slice the file to see only the first 20 venues.
Somehow I can even increase it to 22. Yet if I pass this threshold the problem reappears again.
Input:
results['response']['venues'][0:22]
Output:
[{'id': '4c3b9d165810a593aff7ba3c',
'name': 'City Council Chambers',
'location': {'address': '600 4th Ave',
'crossStreet': '5th & Cherry',
'lat': 47.603861440975066,
'lng': -122.33006802191612,
'labeledLatLngs': [{'label': 'display',
'lat': 47.603861440975066,
'lng': -122.33006802191612},
{'label': 'entrance', 'lat': 47.603626, 'lng': -122.329618}],
'distance': 3,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (5th & Cherry)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617761189',
'hasPerk': False},
{'id': '4b49098df964a520286326e3',
'name': 'Seattle City Hall',
'location': {'address': '600 4th Ave',
'crossStreet': 'btwn Cherry & James',
'lat': 47.60391791602839,
'lng': -122.32999464587043,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60391791602839,
'lng': -122.32999464587043}],
'distance': 10,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['600 4th Ave (btwn Cherry & James)',
'Seattle, WA 98104',
'United States']},
'categories': [{'id': '4bf58dd8d48988d129941735',
'name': 'City Hall',
'pluralName': 'City Halls',
'shortName': 'City Hall',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/cityhall_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617761189',
'hasPerk': False},
{'id': '4e44510fe4cd394059e89099',
'name': 'Karr Tuttle Campbell',
'location': {'address': '701 5th Ave',
'lat': 47.60440702245942,
'lng': -122.33136024826479,
'labeledLatLngs': [{'label': 'display',
'lat': 47.60440702245942,
'lng': -122.33136024826479}],
'distance': 116,
'postalCode': '98104',
'cc': 'US',
'city': 'Seattle',
'state': 'WA',
'country': 'United States',
'formattedAddress': ['701 5th Ave', 'Seattle, WA 98104', 'United States']},
'categories': [{'id': '4bf58dd8d48988d124941735',
'name': 'Office',
'pluralName': 'Offices',
'shortName': 'Office',
'icon': {'prefix': 'https://ss3.4sqi.net/img/categories_v2/building/default_',
'suffix': '.png'},
'primary': True}],
'referralId': 'v-1617761189',
'hasPerk': False}

Answer 1

It Looks like I found the solution to my problem.
Thank you everyone for all your diligent attention in this serious matter.
Here it goes the instructions:
Go to VScode Settings > In the search box type: 'text output' > Set the text output limit to 0
I hope this helps the next rookie in line.