mirror of
https://github.com/Mintplex-Labs/anything-llm.git
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120 lines
4.3 KiB
Python
120 lines
4.3 KiB
Python
import json, requests, os, re
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from slugify import slugify
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from dotenv import load_dotenv
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load_dotenv()
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def is_yt_short(videoId):
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url = 'https://www.youtube.com/shorts/' + videoId
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ret = requests.head(url)
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return ret.status_code == 200
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def get_channel_id(channel_link):
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if('@' in channel_link):
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pattern = r'https?://www\.youtube\.com/(@\w+)/?'
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match = re.match(pattern, channel_link)
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if match is False: return None
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handle = match.group(1)
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print('Need to map username to channelId - this can take a while sometimes.')
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response = requests.get(f"https://yt.lemnoslife.com/channels?handle={handle}", timeout=20)
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if(response.ok == False):
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print("Handle => ChannelId mapping endpoint is too slow - use regular youtube.com/channel URL")
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return None
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json_data = response.json()
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return json_data.get('items')[0].get('id')
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else:
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pattern = r"youtube\.com/channel/([\w-]+)"
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match = re.search(pattern, channel_link)
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return match.group(1) if match else None
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def clean_text(text):
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return re.sub(r"\[.*?\]", "", text)
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def append_meta(video, duration, text):
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meta = {
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'youtubeURL': f"https://youtube.com/watch?v={video.get('id')}",
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'thumbnail': video.get('thumbnail'),
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'description': video.get('description'),
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'createdAt': video.get('published'),
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'videoDurationInSeconds': duration,
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}
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return "Video JSON Metadata:\n"+json.dumps(meta, indent=4)+"\n\n\nAudio Transcript:\n" + text
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def get_duration(json_str):
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data = json.loads(json_str)
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return data[-1].get('start')
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def fetch_channel_video_information(channel_id, windowSize = 50):
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if channel_id == None or len(channel_id) == 0:
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print("No channel id provided!")
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exit(1)
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if os.path.isdir("./outputs/channel-logs") == False:
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os.makedirs("./outputs/channel-logs")
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file_path = f"./outputs/channel-logs/channel-{channel_id}.json"
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if os.path.exists(file_path):
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with open(file_path, "r") as file:
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print(f"Returning cached data for channel {channel_id}. If you do not wish to use stored data then delete the file for this channel to allow refetching.")
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return json.load(file)
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if(os.getenv('GOOGLE_APIS_KEY') == None):
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print("GOOGLE_APIS_KEY env variable not set!")
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exit(1)
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done = False
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currentPage = None
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pageTokens = []
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items = []
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data = {
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'id': channel_id,
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}
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print("Fetching first page of results...")
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while(done == False):
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url = f"https://www.googleapis.com/youtube/v3/search?key={os.getenv('GOOGLE_APIS_KEY')}&channelId={channel_id}&part=snippet,id&order=date&type=video&maxResults={windowSize}"
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if(currentPage != None):
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print(f"Fetching page ${currentPage}")
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url += f"&pageToken={currentPage}"
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req = requests.get(url)
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if(req.ok == False):
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print("Could not fetch channel_id items!")
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exit(1)
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response = req.json()
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currentPage = response.get('nextPageToken')
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if currentPage in pageTokens:
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print('All pages iterated and logged!')
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done = True
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break
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for item in response.get('items'):
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if 'id' in item and 'videoId' in item.get('id'):
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if is_yt_short(item.get('id').get('videoId')):
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print(f"Filtering out YT Short {item.get('id').get('videoId')}")
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continue
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if data.get('channelTitle') is None:
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data['channelTitle'] = slugify(item.get('snippet').get('channelTitle'))
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newItem = {
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'id': item.get('id').get('videoId'),
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'url': f"https://youtube.com/watch?v={item.get('id').get('videoId')}",
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'title': item.get('snippet').get('title'),
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'description': item.get('snippet').get('description'),
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'thumbnail': item.get('snippet').get('thumbnails').get('high').get('url'),
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'published': item.get('snippet').get('publishTime'),
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}
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items.append(newItem)
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pageTokens.append(currentPage)
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data['items'] = items
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with open(file_path, 'w+', encoding='utf-8') as json_file:
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json.dump(data, json_file, ensure_ascii=True, indent=2)
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print(f"{len(items)} videos found for channel {data.get('channelTitle')}. Saved to channel-logs/channel-{channel_id}.json")
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return data |