Using Python to iterate through various pages on an API and extracting specific data before printing it

Hey there! I'm new to programming and practicing my skills. I've been exploring the Star Wars API, which contains data on characters, films, planets, and more from the Star Wars universe. Right now, I'm working on looping through all the pages of the API to print out all the characters.

import requests
import json

r = requests.get("https://swapi.co/api/people/")
info = r.json()
for i in info['results']:
    print(i['name'])

The code above successfully prints out all the characters on the first page. If you take a look at the provided link, you'll notice that the 'next' key holds the URL for the next page. My goal is to find a way to access that value, print out the characters on that page, move on to the next page, and continue this process until I have printed out all the characters.

Answer №1

Alright, let's begin by looking at the code and breaking it down step by step.

import requests
import json
def retrieve_and_display_data(url):
        response = requests.get(url)
        data = response.json()
        for item in data['results']:
                print(item['name'])
        if data.get('next'):
                retrieve_and_display_data(data['next'])

retrieve_and_display_data("https://swapi.co/api/people/")

The code here is a bit messy since the function is doing too many things - fetching the data, processing it, checking for more pages, and printing the results all within one function. It's not ideal, but for this example, it works.

So why use a function in the first place? We need to repeat the same actions (fetch, process, and display data) multiple times, once per page. The only thing that changes each time is the URL for the next page. Hence, we pass the URL as an argument to the function.

The following lines are pretty straightforward if you're already familiar with them. Then comes the crucial line: if data.get('next'):

In dictionaries, you usually access values using dictionary[key], which raises a KeyError if the key doesn't exist. Using .get('key') instead checks if the key exists without raising an exception. While the try/except method is considered more "pythonic", the if statement might be easier to grasp.

What does .get('next') do? Essentially the same thing, but it returns None if the key is missing. In Python, None evaluates to false.

In essence, this line checks if the 'next' key is present in your data (the API returns null for missing data). If it's there, we call the function again with the URL of the next page, continuing until the 'next' key is absent or null in the JSON response.

Simply kick off the function with the initial URL and let it handle the rest :)

I hope this explanation clarifies everything for you!

Answer №2

Here's my approach:

import requests
import json

def get_data_from_api(url):
    response = requests.get(url)
    data = response.json()
    return data['next'], data['results']

next_page, results = get_data_from_api("https://swapi.co/api/people/")

while next_page:
    for result in results:
        print(result['name'])
    next_page, results = get_data_from_api(next_page)

If you're experimenting with APIs like this, you might want to check out requests-cache, a tool that allows you to cache API responses locally for repeated queries without hitting rate limits (and to be respectful of the API provider).

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