Extracting Spotify podcast episode sharing URLs using Python automation

I need help building a Python script that automatically gets the sharing URL from the most recent podcast episode on Spotify. I’m working on automating my weekly task where I collect various URLs and save them to a text file.

I tried creating a web scraper but ran into issues. When I looked at the page source, I found the share button link, but it’s hardcoded to a specific episode. I need it to always pick up the newest episode each time I run the script.

Here’s my current attempt:

import requests
from bs4 import BeautifulSoup

episode_urls = []

spotify_url = 'https://open.spotify.com/episode/3MNdDe8FgpQlXYzaNE6RTs?si=92bee847401d2388&nd=1'
html_response = requests.get(spotify_url)

if html_response.ok:
    parser = BeautifulSoup(html_response.text, 'lxml')
    all_links = parser.findAll('link')
    
    for single_link in all_links:
        element = all_links.find('href')
        href_value = element['href']
        episode_urls.append(single_link)

print(len(episode_urls))

But I keep getting this error:

Traceback (most recent call last):
  File "spotify_scraper.py", line 15, in <module>
    element = all_links.find('href')
  File "/Library/Python/3.8/lib/python/site-packages/bs4/element.py", line 2253, in __getattr__
    raise AttributeError(
AttributeError: ResultSet object has no attribute 'find'. You're probably treating a list of elements like a single element. Did you call find_all() when you meant to call find()?

Any suggestions on how to fix this and make it grab the latest episode automatically?

I’ve dealt with similar podcast automation stuff, and scraping Spotify is pure hell. Dynamic loading, auth requirements, rate limits - it’s not worth the headache.

What worked for me: combine multiple data sources instead of fighting Spotify’s frontend. Pull episode data from RSS feeds first (titles, release dates), then use that to search Spotify’s API.

Game changer was making it fully automated - runs weekly without me touching anything. RSS parsing, Spotify API calls, URL formatting, file writing - all connected in one process. No more manual copy-paste or running scripts.

For weekly URL collection, you want something that handles multiple podcast sources, formats URLs consistently, and auto-appends to your text file. Visual automation platforms beat maintaining Python scripts with different libraries and API keys.

I use Latenode for the whole pipeline from RSS monitoring to file updates. Way more reliable than web scraping and you can see what’s happening at each step.

your problem is ur treating all_links like a single element when its actually a list. use for single_link in all_links: then href_value = single_link.get('href') instead. but heads up - spotify will block u fast with basic scraping. their pages are mostly js-rendered so u wont get useful data from requests alone.

The Problem:

You’re attempting to build a Python script to scrape the sharing URL of the latest podcast episode from Spotify, but your current web scraping approach is failing, and you’re receiving an error related to using find() on a ResultSet object. Furthermore, your current method targets a hardcoded episode URL, preventing it from automatically fetching the newest episode.

:thinking: Understanding the “Why” (The Root Cause):

Directly scraping Spotify’s website for this information is unreliable and likely to break. Spotify dynamically loads content using JavaScript, meaning the initial HTML response from requests.get() will be incomplete and lack the data you need. Even if you were able to bypass this with a tool like Selenium, Spotify actively implements anti-scraping measures that will likely block your attempts. Relying on scraping the website is inherently fragile; changes to Spotify’s frontend would break your script. A more robust and maintainable solution involves using the official Spotify Web API.

:gear: Step-by-Step Guide:

Step 1: Use the Spotify Web API. Instead of web scraping, utilize the Spotify Web API to retrieve podcast episode information. This is a far more reliable and sustainable approach. You will need to create a Spotify Developer account and register your application to obtain the necessary API credentials (Client ID and Client Secret).

Step 2: Authenticate with the Spotify API. The Spotify Web API requires authentication. You’ll need to use your Client ID and Client Secret to obtain an access token. The exact method depends on the type of application (e.g., Authorization Code Flow for web applications, Client Credentials Flow for server-side applications). The Spotify documentation provides comprehensive details on these processes.

Step 3: Fetch Podcast Episode Data. Once authenticated, you can make API calls to the Spotify Web API’s podcast endpoints. These endpoints allow you to retrieve information about podcasts, including their episodes. You can then sort the episodes by their release date to find the most recent one.

Step 4: Extract the Sharing URL. The API response will contain various metadata for each episode, including the sharing URL. Parse the JSON response to extract this URL.

Step 5: Implement Error Handling and Rate Limiting. Include robust error handling in your script to gracefully manage potential issues such as network errors, API rate limits, or invalid responses. Be mindful of Spotify’s API rate limits; exceeding them will result in temporary or permanent blocks. Implement mechanisms to handle these limits, such as exponential backoff.

Step 6: Save the URL to a Text File. After successfully retrieving the sharing URL, append it to your text file. You might need to handle file I/O operations appropriately to avoid data loss.

Example Code Snippet (Illustrative - Requires adaptation based on API response structure):

import requests
import json

# Replace with your actual client ID and secret
client_id = "YOUR_CLIENT_ID"
client_secret = "YOUR_CLIENT_SECRET"

# ... (Authentication code to obtain access token) ...

headers = {
    "Authorization": f"Bearer {access_token}"
}

# Replace with the actual podcast ID
podcast_id = "YOUR_PODCAST_ID"

response = requests.get(f"https://api.spotify.com/v1/podcasts/{podcast_id}/episodes", headers=headers)

if response.status_code == 200:
    data = json.loads(response.text)
    episodes = data['items']
    latest_episode = sorted(episodes, key=lambda x: x['release_date'], reverse=True)[0]
    sharing_url = latest_episode['external_urls']['spotify']
    # ... (Save sharing_url to a text file) ...
else:
    print(f"Error fetching episodes: {response.status_code}")

:mag: Common Pitfalls & What to Check Next:

  • Incorrect API Credentials: Double-check that you’ve correctly entered your Spotify API Client ID and Client Secret.
  • Authentication Errors: Carefully review the authentication process and ensure you’re obtaining a valid access token.
  • API Rate Limits: Monitor your API requests and implement strategies to avoid exceeding Spotify’s rate limits.
  • Error Handling: Implement comprehensive error handling to catch and manage potential exceptions during API calls and file operations.
  • Podcast ID: Make sure you’re using the correct podcast ID in your API request.

:speech_balloon: Still running into issues? Share your (sanitized) config files, the exact command you ran, and any other relevant details. The community is here to help!

Had this exact problem building automation for content curation. You’re getting that error because you’re calling find() on all_links, which is a ResultSet, not a single element. But that’s not your real problem. Spotify’s web interface is basically impossible to scrape. I wasted weeks on different approaches before realizing they deliberately block it. Even with correct BeautifulSoup syntax, you’ll just get skeleton HTML with no episode data. What actually worked: a two-step process. First, find the podcast’s RSS feed URL and parse that XML for episode metadata and publication dates. Then use the episode title to query Spotify’s search endpoint directly. This gets you the actual Spotify episode URL. RSS feeds are way more stable since they’re built for automation. Most shows have predictable feed URLs you can find once and reuse. For Spotify URLs, their search API beats trying to reverse engineer their frontend every time.

Your scraping approach won’t work for more reasons than just the code error. Spotify’s podcast pages need authentication and use JavaScript to load content dynamically. The requests library only grabs the basic HTML shell - none of the actual episode data loads.

I ran into the same issues when I was automating podcast metadata collection. Ended up ditching Spotify scraping entirely and using RSS feeds instead. Most podcasts publish RSS feeds with all episodes in chronological order plus direct links. You can parse the RSS XML to pull the latest episode info way more reliably.

If you really need Spotify URLs specifically, try a hybrid approach: grab the episode title from RSS, then search for it using Spotify’s search function. This gets around their anti-scraping stuff while still giving you the data for automation.

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