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episode_title
stringclasses
3 values
season
stringclasses
1 value
episode_number
stringclasses
3 values
script_text
stringclasses
3 values
The National Anthem
season_1
s01e01
'Don't kill me. 'Please don't kill me. ' 'Read the statement. 'Yes. 'On this screen? 'That is correct. 'Duchess of Beaumont. 'Popularly known as Princess Susannah. 'I am in a place you er 'cannot find, held by one you will not trace. 'Prime Minister Michael Callow 'Prime Minister Michael Callow my life '. 'If you do no...
15 Million Merits
season_1
s01e02
'New from Wraith Babes, the hottest girls in nasty situations. ' 'Let's play Botherguts!' 'Come on! 'Three, two, one! 'Go! 'Chuck her a bun! 'Not hungry?! That's a first?! 'Come on! 'That'd hurt! Brilliant! Fucking brilliant, that! That one does that sometimes. 'Licking my pussy. ' For Christ's sake! Way to mood-kill, ...
The Entire History of You
season_1
s01e03
'You can get a willow grain upgrade for less than the price 'of a daily cup of coffee, and three decades of backup for free. 'In-store ingrain procedure with local anaesthetic 'and you're good to go. 'Because memory is for living. ' VOICES AT HIGH SPEED OK, great, this has been really great, Liam, we really hope to loo...

"Black Mirror Scripts Scrapping with Jina"


import requests
import os
import time
import re
import logging
from datasets import Dataset, DatasetDict
from urllib.parse import urljoin

# Set up logging
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(levelname)s - %(message)s',
    handlers=[
        logging.FileHandler('scrape_black_mirror.log'),
        logging.StreamHandler()
    ]
)
logger = logging.getLogger(__name__)

# Define the episode structure for all seasons
episodes = {
    "season_1": [
        {"title": "The National Anthem", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s01e01", "episode_number": "s01e01"},
        {"title": "15 Million Merits", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s01e02", "episode_number": "s01e02"},
        {"title": "The Entire History of You", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s01e03", "episode_number": "s01e03"},
    ],
    "season_2": [
        {"title": "Be Right Back", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s02e01", "episode_number": "s02e01"},
        {"title": "White Bear", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s02e02", "episode_number": "s02e02"},
        {"title": "The Waldo Moment", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s02e03", "episode_number": "s02e03"},
        {"title": "Christmas Special", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s02e90", "episode_number": "s02e90"},
    ],
    "season_3": [
        {"title": "Nosedive", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e01", "episode_number": "s03e01"},
        {"title": "Playtest", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e02", "episode_number": "s03e02"},
        {"title": "Shut Up and Dance", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e03", "episode_number": "s03e03"},
        {"title": "San Junipero", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e04", "episode_number": "s03e04"},
        {"title": "Men Against Fire", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e05", "episode_number": "s03e05"},
        {"title": "Hated in the Nation", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s03e06", "episode_number": "s03e06"},
    ],
    "season_4": [
        {"title": "USS Callister", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e01", "episode_number": "s04e01"},
        {"title": "ArkAngel", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e02", "episode_number": "s04e02"},
        {"title": "Crocodile", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e03", "episode_number": "s04e03"},
        {"title": "Hang the DJ", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e04", "episode_number": "s04e04"},
        {"title": "Metalhead", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e05", "episode_number": "s04e05"},
        {"title": "Black Museum", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s04e06", "episode_number": "s04e06"},
    ],
    "season_5": [
        {"title": "Striking Vipers", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s05e01", "episode_number": "s05e01"},
        {"title": "Smithereens", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s05e02", "episode_number": "s05e02"},
        {"title": "Rachel, Jack and Ashley Too", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s05e03", "episode_number": "s05e03"},
    ],
    "season_6": [
        {"title": "Joan Is Awful", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s06e01", "episode_number": "s06e01"},
        {"title": "Loch Henry", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s06e02", "episode_number": "s06e02"},
        {"title": "Beyond the Sea", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s06e03", "episode_number": "s06e03"},
        {"title": "Mazey Day", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s06e04", "episode_number": "s06e04"},
        {"title": "Demon 79", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s06e05", "episode_number": "s06e05"},
    ],
    "season_7": [
        {"title": "Common People", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e01", "episode_number": "s07e01"},
        {"title": "Bête Noire", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e02", "episode_number": "s07e02"},
        {"title": "Hotel Reverie", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e03", "episode_number": "s07e03"},
        {"title": "Plaything", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e04", "episode_number": "s07e04"},
        {"title": "Eulogy", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e05", "episode_number": "s07e05"},
        {"title": "USS Callister: Into Infinity", "url": "https://www.springfieldspringfield.co.uk/view_episode_scripts.php?tv-show=black-mirror-2011&episode=s07e06", "episode_number": "s07e06"},
    ],
}

# Jina AI Reader API prefix
JINA_READER_PREFIX = "https://r.jina.ai/"

# Function to clean script text
def clean_script_text(text):
    logger.info("Cleaning script text")
    # Remove excessive newlines and whitespace
    text = re.sub(r'\n\s*\n+', '\n\n', text.strip())
    # Remove Jina AI metadata or unwanted headers
    text = re.sub(r'^#.*?\n', '', text, flags=re.MULTILINE)
    # Remove any navigation or footer content (basic filter)
    text = re.sub(r'(\[Previous\].*?\[Next\])|(Springfield! Springfield!.*?$)', '', text, flags=re.DOTALL)
    return text

# Function to scrape a single episode
def scrape_episode(season, episode):
    title = episode["title"]
    url = episode["url"]
    episode_number = episode["episode_number"]
    jina_url = JINA_READER_PREFIX + url

    logger.info(f"Scraping {season}/{title} ({episode_number}) from {jina_url}")

    try:
        # Send request to Jina AI Reader
        response = requests.get(jina_url, timeout=10)
        response.raise_for_status()

        # Get and clean script text
        script_text = clean_script_text(response.text)

        logger.info(f"Successfully scraped {title} ({episode_number})")

        return {
            "episode_title": title,
            "season": season,
            "episode_number": episode_number,
            "script_text": script_text
        }

    except requests.exceptions.RequestException as e:
        logger.error(f"Failed to scrape {title} ({episode_number}): {e}")
        return None

    finally:
        # Rate limiting
        time.sleep(2)

# Collect data for Hugging Face dataset
dataset_dict = {}
logger.info("Starting scraping process")

for season, episode_list in episodes.items():
    logger.info(f"Processing {season}")
    season_data = []

    for episode in episode_list:
        result = scrape_episode(season, episode)
        if result:
            season_data.append(result)

    if season_data:
        # Create a Dataset for the season
        dataset_dict[season] = Dataset.from_list(season_data)
        logger.info(f"Created dataset split for {season} with {len(season_data)} episodes")
    else:
        logger.warning(f"No data collected for {season}")

# Create Hugging Face DatasetDict
if dataset_dict:
    hf_dataset = DatasetDict(dataset_dict)
    logger.info("Created Hugging Face DatasetDict")

    # Save dataset to disk
    output_dir = "/content/black_mirror_scripts_dataset"
    hf_dataset.save_to_disk(output_dir)
    logger.info(f"Saved dataset to {output_dir}")

    # Optional: Push to Hugging Face Hub (uncomment if desired)
    from huggingface_hub import login
    login(token="")
    hf_dataset.push_to_hub("Svngoku/black_mirror_scripts", private=True)
    logger.info("Pushed dataset to Hugging Face Hub")
else:
    logger.error("No data collected for any season")

logger.info("Scraping and dataset creation complete!")
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Models trained or fine-tuned on Svngoku/black_mirror_scripts