Fetching the data

Fetching and storing data from the Laws.Africa Content API.

In this section

  • Working with the Laws.Africa Content API
  • Creating a management command to fetch data from the Content API

Using the Laws.Africa Content API

If you haven't already, follow the instructions at the Laws.Africa Developer Guide for setting up an account and getting your API token.
Visit https://api.laws.africa/v3/akn/za-cpt/.json to see the data that we'll be ingesting. Log into your Laws.Africa if necessary.
The https://api.laws.africa/v3/akn/za-cpt/.json endpoint returns a list of all the by-laws for the City of Cape Town, in South Africa. Each work is a by-law.
The items in the results array are the most recent expression of each by-law. Each item in the array has the complete information of both the expression and the work.

Multiple points-in-time

Legislation changes over time (also called "points in time"), and may also be available in different languages. The content API returns the most recent (latest) available version, in the country's default language (English in this example).
Other points-in-time (expressions) may also be available. These are listed in the points_in_time attribute. It contains the dates and expressions available at those dates. There will only be different expressions at the same date if there are different languages. Each entry includes a URL with the full details of that particular expression.
  • Each point_in_time's expression has its own url, to which you can append .json to fetch the JSON details of the expression.
  • If you don't append .json, it will return the XML of the expression.

Create a management command

Rather than fetching and saving data on the command line, let's write a Django management command that we can run from inside the app to fetch the data from the Laws.Africa Content API.
This command should do the following:
  • Start at the https://api.laws.africa/v3/akn/za-cpt/.json endpoint and work with the results list.
    • The API token needs to be provided each time an API call is made.
    • The results may be paginated when getting all works in a place, so it's important to check for next in the response.
  • For each result, create a Work object in the database using the data in the result.
    • In the example below, we use the update_or_create method, in case a Work object with the given FRBR URI already exists in the database. This allows us to run the command multiple times. You may wish to simply use create.
  • Next, create the relevant Expression objects, with the related work being the one that has already been created for the current result.
    • A work can have multiple expressions, or no expressions.
    • You need to look at the list of expressions inside each entry in the points_in_time list to get the expression details.
    • The metadata for each expression is listed in the place's results, but the content of each expression and its table of contents require separate API calls:
      • For the HTML content, append .html to the url for the expression.
      • For the table of contents, append /toc.json to the url for the expression.
Create the management/commands/ directories inside reader:
import requests
from django.core.management.base import BaseCommand
from reader.models import Work, Expression
class Command(BaseCommand):
help = 'Ingest Cape Town By-laws'
api_url = 'https://api.laws.africa/v3/akn/za-cpt/.json'
api_token = None
def add_arguments(self, parser):
parser.add_argument('api_token', type=str)
def handle(self, *args, **options):
self.api_token = options['api_token']
url = self.api_url
# handle paginated results
while url:
resp = self.call_url_with_token(url).json()
for result in resp.get('results', {}):
url = resp['next'] # this is always present, but may be null
def create_work_and_expressions(self, data):
# for each result, create the Work object
self.stdout.write(self.style.NOTICE(f"Creating or updating a Work for {data['frbr_uri']}"))
work, new = Work.objects.update_or_create(
'title': data['title'],
'metadata': data
self.stdout.write(self.style.NOTICE(f' Work {"created" if new else "updated"}: {work}'))
# for each work, create the relevant Expression objects
for date in data['points_in_time']:
for expression in date['expressions']:
self.create_expression(expression, work)
def create_expression(self, data, work):
self.stdout.write(self.style.NOTICE(f"Creating or updating an Expression for {data['expression_frbr_uri']}"))
expression, new = Expression.objects.update_or_create(
'title': data['title'],
'language_code': data['language'],
'date': data['expression_date'],
'content': self.call_url_with_token(f"{data['url']}.html").content.decode('utf-8'),
'toc_json': self.call_url_with_token(f"{data['url']}/toc.json").json(),
self.stdout.write(self.style.NOTICE(f' Expression {"created" if new else "updated"}: {expression}'))
def call_url_with_token(self, url):
self.stdout.write(self.style.NOTICE(f'Making a call to: {url}'))
resp = requests.get(url, headers={'Authorization': f'token {self.api_token}'})
self.stdout.write(self.style.NOTICE(f' Response: {resp.status_code}'))
return resp
This command takes your API key as a parameter and stores the content from the API in the database:
python manage.py ingest_capetown_bylaws <YOUR_AUTH_TOKEN>