mirror of
https://github.com/bellingcat/tiktok-hashtag-analysis.git
synced 2026-06-08 03:18:31 +03:00
added video link to msToken input, improved handling of output directories without write permission (and added relevant unit test), removed unused requirements.txt things
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@@ -15,7 +15,6 @@ class Authorization:
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self.config_file = Path.home() / ".tiktok"
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self.section = "TikTok"
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self.ms_token = None
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def get_token(self) -> str:
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"""Load the "msToken" cookie taken from TikTok, which the scraper requires."""
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@@ -64,7 +63,7 @@ class Authorization:
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"""Allow user to manually enter the token in the terminal."""
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print(
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"\nPlease copy and paste your `msToken` cookie taken from your web browser when visiting the TikTok website. See [THIS VIDEO] for more information.\n"
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"\nPlease copy and paste your `msToken` cookie taken from your web browser when visiting the TikTok website. For more information, watch the video: https://tinyurl.com/tiktok-mstoken\n"
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)
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ms_token = input("msToken: ")
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@@ -7,7 +7,7 @@ import warnings
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import asyncio
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import logging
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import re
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from typing import List, Dict
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from typing import List, Dict, Optional
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import yt_dlp
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import requests
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@@ -101,7 +101,9 @@ def aggregate_cooccurring_hashtags(hashtag_file: Path) -> Counter:
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class TikTokDownloader:
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"""Main class for scraping data from TikTok."""
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def __init__(self, hashtags: List[str], data_dir: str, config_file: str = None):
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def __init__(
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self, hashtags: List[str], data_dir: Path, config_file: Optional[str] = None
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):
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self.hashtags = process_hashtag_list(hashtags)
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logging.info(f"Hashtags to scrape: {hashtags}")
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@@ -146,7 +148,8 @@ class TikTokDownloader:
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json_dump(file_path=hashtag_file, data=all_fetched_data)
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logging.info(
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f"Scraped {len(new_fetched_data)} new posts containing the hashtag "
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f"'{hashtag}', with {len(already_fetched_data)} posts previously scraped"
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f"'{hashtag}' to output directory {self.data_dir}, with "
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f"{len(already_fetched_data)} posts previously scraped"
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)
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def get_hashtag_videos(self, hashtag: str):
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@@ -1,9 +1,12 @@
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import os
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import logging
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import argparse
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from pathlib import Path
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from typing import Optional
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from .base import TikTokDownloader, load_hashtags_from_file
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DEFAULT_OUTPUT_DIR = Path.home() / "tiktok_hashtag_data"
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def create_parser():
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"""Create parser tp parse input command-line arguments."""
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@@ -51,7 +54,7 @@ def create_parser():
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"--output-dir",
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type=str,
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help="Directory to save scraped data and visualizations to",
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default=Path(".").resolve().parent / "data",
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default=None,
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)
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parser.add_argument(
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"--config",
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@@ -64,6 +67,29 @@ def create_parser():
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return parser
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def process_output_dir(
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specified_output_dir: Optional[str], parser: argparse.ArgumentParser
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) -> Path:
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"""Make sure the output directory can be created or has write permissions."""
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error_message = (
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lambda _output_dir: f"You don't have write permissions for the specified output directory (`{_output_dir}`). Please specify an output directory that you have write access to."
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)
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if specified_output_dir is None:
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return DEFAULT_OUTPUT_DIR
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else:
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_output_dir = Path(specified_output_dir).resolve()
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try:
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os.makedirs(_output_dir, exist_ok=True)
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if not os.access(path=_output_dir, mode=os.W_OK):
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parser.error(error_message(_output_dir))
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else:
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return _output_dir
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except PermissionError:
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parser.error(error_message(_output_dir))
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def main():
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"""Parse and process command-line arguments, scrape specified hashtags, and perform specified analyses."""
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@@ -89,8 +115,10 @@ def main():
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else:
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hashtags = args.hashtags
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output_dir = process_output_dir(specified_output_dir=args.output_dir, parser=parser)
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downloader = TikTokDownloader(
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hashtags=hashtags, data_dir=args.output_dir, config_file=args.config
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hashtags=hashtags, data_dir=output_dir, config_file=args.config
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)
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downloader.run(
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