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Create fetcher.py
Browse files- fetcher.py +231 -0
fetcher.py
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| 1 |
+
"""
|
| 2 |
+
fetcher.py β All YouTube Data API v3 + transcript fetching logic.
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| 3 |
+
Completely decoupled from the UI layer.
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| 4 |
+
"""
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| 5 |
+
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| 6 |
+
import os
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| 7 |
+
import re
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| 8 |
+
import time
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| 9 |
+
from typing import Optional, Tuple, List, Dict, Any
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| 10 |
+
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| 11 |
+
import pandas as pd
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| 12 |
+
from googleapiclient.discovery import build
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| 13 |
+
from googleapiclient.errors import HttpError
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| 14 |
+
from youtube_transcript_api import (
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| 15 |
+
YouTubeTranscriptApi,
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| 16 |
+
NoTranscriptFound,
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| 17 |
+
TranscriptsDisabled,
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| 18 |
+
VideoUnavailable,
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| 19 |
+
)
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| 20 |
+
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+
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| 22 |
+
# ββ ID Extraction ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 23 |
+
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| 24 |
+
def extract_video_id(url_or_id: str) -> Optional[str]:
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| 25 |
+
"""Extract YouTube video ID from any URL format or a raw ID."""
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+
url_or_id = url_or_id.strip()
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| 27 |
+
patterns = [
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| 28 |
+
r"(?:v=|youtu\.be/|embed/|shorts/|live/)([A-Za-z0-9_-]{11})",
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| 29 |
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r"^([A-Za-z0-9_-]{11})$",
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| 30 |
+
]
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| 31 |
+
for p in patterns:
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| 32 |
+
m = re.search(p, url_or_id)
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| 33 |
+
if m:
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| 34 |
+
return m.group(1)
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| 35 |
+
return None
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| 36 |
+
|
| 37 |
+
|
| 38 |
+
# ββ YouTube API Client βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 39 |
+
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| 40 |
+
def get_yt_client(api_key: str):
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| 41 |
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return build("youtube", "v3", developerKey=api_key, cache_discovery=False)
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| 42 |
+
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| 43 |
+
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| 44 |
+
# ββ Video Metadata βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 45 |
+
|
| 46 |
+
def fetch_video_metadata(video_id: str, api_key: str) -> Tuple[Optional[Dict], Optional[str]]:
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| 47 |
+
"""
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| 48 |
+
Returns (metadata_dict, error_string).
|
| 49 |
+
metadata_dict keys: title, channel_title, description, tags, duration,
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| 50 |
+
published_at, view_count, like_count, comment_count,
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| 51 |
+
thumbnail_url, video_id
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| 52 |
+
"""
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| 53 |
+
try:
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| 54 |
+
yt = get_yt_client(api_key)
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| 55 |
+
resp = yt.videos().list(
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| 56 |
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part="snippet,contentDetails,statistics",
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| 57 |
+
id=video_id,
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| 58 |
+
).execute()
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| 59 |
+
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| 60 |
+
if not resp.get("items"):
|
| 61 |
+
return None, "Video not found or unavailable."
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| 62 |
+
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| 63 |
+
item = resp["items"][0]
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| 64 |
+
snippet = item.get("snippet", {})
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| 65 |
+
stats = item.get("statistics", {})
|
| 66 |
+
content = item.get("contentDetails", {})
|
| 67 |
+
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| 68 |
+
# Parse ISO 8601 duration e.g. PT4M13S β "4m 13s"
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| 69 |
+
raw_dur = content.get("duration", "PT0S")
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| 70 |
+
duration_str = _parse_duration(raw_dur)
|
| 71 |
+
|
| 72 |
+
metadata = {
|
| 73 |
+
"video_id": video_id,
|
| 74 |
+
"title": snippet.get("title", "N/A"),
|
| 75 |
+
"channel_title": snippet.get("channelTitle", "N/A"),
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| 76 |
+
"description": snippet.get("description", ""),
|
| 77 |
+
"tags": snippet.get("tags", []),
|
| 78 |
+
"published_at": snippet.get("publishedAt", "")[:10],
|
| 79 |
+
"duration": duration_str,
|
| 80 |
+
"view_count": int(stats.get("viewCount", 0)),
|
| 81 |
+
"like_count": int(stats.get("likeCount", 0)),
|
| 82 |
+
"comment_count": int(stats.get("commentCount", 0)),
|
| 83 |
+
"thumbnail_url": (
|
| 84 |
+
snippet.get("thumbnails", {})
|
| 85 |
+
.get("maxres", snippet.get("thumbnails", {}).get("high", {}))
|
| 86 |
+
.get("url", "")
|
| 87 |
+
),
|
| 88 |
+
}
|
| 89 |
+
return metadata, None
|
| 90 |
+
|
| 91 |
+
except HttpError as e:
|
| 92 |
+
return None, f"YouTube API HTTP error {e.resp.status}: {e._get_reason()}"
|
| 93 |
+
except Exception as e:
|
| 94 |
+
return None, f"Unexpected error: {e}"
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
def _parse_duration(iso: str) -> str:
|
| 98 |
+
"""Convert PT4M13S β '4m 13s'"""
|
| 99 |
+
m = re.match(r"PT(?:(\d+)H)?(?:(\d+)M)?(?:(\d+)S)?", iso)
|
| 100 |
+
if not m:
|
| 101 |
+
return "N/A"
|
| 102 |
+
h, mn, s = m.group(1), m.group(2), m.group(3)
|
| 103 |
+
parts = []
|
| 104 |
+
if h: parts.append(f"{h}h")
|
| 105 |
+
if mn: parts.append(f"{mn}m")
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| 106 |
+
if s: parts.append(f"{s}s")
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| 107 |
+
return " ".join(parts) or "0s"
|
| 108 |
+
|
| 109 |
+
|
| 110 |
+
# ββ Transcript βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 111 |
+
|
| 112 |
+
def fetch_transcript(video_id: str) -> Tuple[str, str]:
|
| 113 |
+
"""
|
| 114 |
+
Returns (transcript_text, status_message).
|
| 115 |
+
Tries English first, then any available language.
|
| 116 |
+
"""
|
| 117 |
+
try:
|
| 118 |
+
segments = YouTubeTranscriptApi.get_transcript(video_id, languages=["en"])
|
| 119 |
+
text = " ".join(s["text"] for s in segments)
|
| 120 |
+
return text, f"β
English transcript fetched ({len(segments)} segments, {len(text.split())} words)"
|
| 121 |
+
|
| 122 |
+
except NoTranscriptFound:
|
| 123 |
+
# Try any available
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| 124 |
+
try:
|
| 125 |
+
tl = YouTubeTranscriptApi.list_transcripts(video_id)
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| 126 |
+
for t in tl:
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| 127 |
+
try:
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| 128 |
+
segments = t.fetch()
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| 129 |
+
text = " ".join(s["text"] for s in segments)
|
| 130 |
+
return text, f"β
Transcript fetched (lang: {t.language_code}, {len(text.split())} words)"
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| 131 |
+
except Exception:
|
| 132 |
+
continue
|
| 133 |
+
return "", "β οΈ No usable transcript found for any language."
|
| 134 |
+
except Exception as e:
|
| 135 |
+
return "", f"β οΈ Transcript listing failed: {e}"
|
| 136 |
+
|
| 137 |
+
except TranscriptsDisabled:
|
| 138 |
+
return "", "β οΈ Transcripts are disabled for this video."
|
| 139 |
+
except VideoUnavailable:
|
| 140 |
+
return "", "β Video is unavailable."
|
| 141 |
+
except Exception as e:
|
| 142 |
+
return "", f"β οΈ Transcript error: {e}"
|
| 143 |
+
|
| 144 |
+
|
| 145 |
+
# ββ Comments βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 146 |
+
|
| 147 |
+
def fetch_comments(
|
| 148 |
+
video_id: str,
|
| 149 |
+
api_key: str,
|
| 150 |
+
max_comments: int = 200,
|
| 151 |
+
) -> Tuple[pd.DataFrame, str]:
|
| 152 |
+
"""
|
| 153 |
+
Fetch top-level comment threads.
|
| 154 |
+
Returns (DataFrame with cols: author, text, likes, published_at), status_msg.
|
| 155 |
+
Handles disabled comments gracefully.
|
| 156 |
+
"""
|
| 157 |
+
try:
|
| 158 |
+
yt = get_yt_client(api_key)
|
| 159 |
+
comments = []
|
| 160 |
+
next_page = None
|
| 161 |
+
|
| 162 |
+
while len(comments) < max_comments:
|
| 163 |
+
kwargs = dict(
|
| 164 |
+
part="snippet",
|
| 165 |
+
videoId=video_id,
|
| 166 |
+
maxResults=min(100, max_comments - len(comments)),
|
| 167 |
+
order="relevance",
|
| 168 |
+
textFormat="plainText",
|
| 169 |
+
)
|
| 170 |
+
if next_page:
|
| 171 |
+
kwargs["pageToken"] = next_page
|
| 172 |
+
|
| 173 |
+
resp = yt.commentThreads().list(**kwargs).execute()
|
| 174 |
+
|
| 175 |
+
for item in resp.get("items", []):
|
| 176 |
+
top = item["snippet"]["topLevelComment"]["snippet"]
|
| 177 |
+
comments.append({
|
| 178 |
+
"author": top.get("authorDisplayName", "Anonymous"),
|
| 179 |
+
"text": top.get("textDisplay", ""),
|
| 180 |
+
"likes": int(top.get("likeCount", 0)),
|
| 181 |
+
"published_at": top.get("publishedAt", "")[:10],
|
| 182 |
+
})
|
| 183 |
+
|
| 184 |
+
next_page = resp.get("nextPageToken")
|
| 185 |
+
if not next_page:
|
| 186 |
+
break
|
| 187 |
+
|
| 188 |
+
if not comments:
|
| 189 |
+
return pd.DataFrame(), "β οΈ No comments found."
|
| 190 |
+
|
| 191 |
+
df = pd.DataFrame(comments)
|
| 192 |
+
return df, f"β
Fetched {len(df)} comments"
|
| 193 |
+
|
| 194 |
+
except HttpError as e:
|
| 195 |
+
reason = e._get_reason()
|
| 196 |
+
if "commentsDisabled" in reason or e.resp.status == 403:
|
| 197 |
+
return pd.DataFrame(), "β οΈ Comments are disabled for this video."
|
| 198 |
+
return pd.DataFrame(), f"β API error {e.resp.status}: {reason}"
|
| 199 |
+
except Exception as e:
|
| 200 |
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return pd.DataFrame(), f"β Comments error: {e}"
|
| 201 |
+
|
| 202 |
+
|
| 203 |
+
# ββ Search by keyword (for uploaded files) ββββββββββββββββββββββββββββββββββββ
|
| 204 |
+
|
| 205 |
+
def search_videos_by_title(query: str, api_key: str, max_results: int = 5) -> List[Dict]:
|
| 206 |
+
"""
|
| 207 |
+
Search YouTube for videos matching a title/keyword query.
|
| 208 |
+
Used when user uploads a video file and we need to find it on YouTube.
|
| 209 |
+
"""
|
| 210 |
+
try:
|
| 211 |
+
yt = get_yt_client(api_key)
|
| 212 |
+
resp = yt.search().list(
|
| 213 |
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part="snippet",
|
| 214 |
+
q=query,
|
| 215 |
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type="video",
|
| 216 |
+
maxResults=max_results,
|
| 217 |
+
).execute()
|
| 218 |
+
|
| 219 |
+
results = []
|
| 220 |
+
for item in resp.get("items", []):
|
| 221 |
+
results.append({
|
| 222 |
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"video_id": item["id"]["videoId"],
|
| 223 |
+
"title": item["snippet"]["title"],
|
| 224 |
+
"channel_title": item["snippet"]["channelTitle"],
|
| 225 |
+
"thumbnail_url": item["snippet"]["thumbnails"]["default"]["url"],
|
| 226 |
+
"published_at": item["snippet"]["publishedAt"][:10],
|
| 227 |
+
})
|
| 228 |
+
return results
|
| 229 |
+
|
| 230 |
+
except Exception:
|
| 231 |
+
return []
|