Update app.py
Browse files
app.py
CHANGED
|
@@ -1,10 +1,96 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from googleapiclient.discovery import build
|
| 3 |
import os
|
|
|
|
|
|
|
|
|
|
| 4 |
|
| 5 |
API_KEY = os.getenv("YOUTUBE_API_KEY")
|
| 6 |
youtube = build("youtube", "v3", developerKey=API_KEY)
|
| 7 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
# 국가 코드 - 인구 순 상위 40개
|
| 9 |
COUNTRIES = {
|
| 10 |
"전세계": "",
|
|
@@ -95,7 +181,6 @@ LANGUAGES = {
|
|
| 95 |
"노르웨이어": "no",
|
| 96 |
}
|
| 97 |
|
| 98 |
-
# 정렬 기준
|
| 99 |
SORT_OPTIONS = {
|
| 100 |
"조회수 순": "viewCount",
|
| 101 |
"최신순": "date",
|
|
@@ -103,7 +188,6 @@ SORT_OPTIONS = {
|
|
| 103 |
"평점 순": "rating",
|
| 104 |
}
|
| 105 |
|
| 106 |
-
# 기간 필터
|
| 107 |
DATE_OPTIONS = {
|
| 108 |
"전체 기간": "",
|
| 109 |
"오늘": "today",
|
|
@@ -112,8 +196,180 @@ DATE_OPTIONS = {
|
|
| 112 |
"올해": "thisYear",
|
| 113 |
}
|
| 114 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 115 |
def get_trending_keywords(region_code="KR"):
|
| 116 |
-
"""YouTube 인기 동영상에서 트렌드 키워드 추출"""
|
| 117 |
try:
|
| 118 |
response = youtube.videos().list(
|
| 119 |
part="snippet",
|
|
@@ -125,9 +381,8 @@ def get_trending_keywords(region_code="KR"):
|
|
| 125 |
keywords = []
|
| 126 |
seen = set()
|
| 127 |
for item in response.get("items", []):
|
| 128 |
-
title = item["snippet"]["title"]
|
| 129 |
channel = item["snippet"]["channelTitle"]
|
| 130 |
-
keyword = channel.split()[0] if len(channel.split()) > 0 else title.split()[0]
|
| 131 |
if keyword not in seen and len(keyword) > 1:
|
| 132 |
keywords.append(keyword)
|
| 133 |
seen.add(keyword)
|
|
@@ -139,35 +394,23 @@ def get_trending_keywords(region_code="KR"):
|
|
| 139 |
return get_default_trending()
|
| 140 |
|
| 141 |
def get_default_trending():
|
| 142 |
-
"""기본 인기 검색어"""
|
| 143 |
return [
|
| 144 |
"AI", "ChatGPT", "뉴진스", "BTS", "Netflix",
|
| 145 |
"게임", "먹방", "브이로그", "shorts", "음악",
|
| 146 |
"축구", "NBA", "애니메이션", "영화 리뷰", "코딩"
|
| 147 |
]
|
| 148 |
|
| 149 |
-
def format_count(count):
|
| 150 |
-
if count >= 1000000000:
|
| 151 |
-
return f"{count/1000000000:.1f}B"
|
| 152 |
-
elif count >= 1000000:
|
| 153 |
-
return f"{count/1000000:.1f}M"
|
| 154 |
-
elif count >= 1000:
|
| 155 |
-
return f"{count/1000:.1f}K"
|
| 156 |
-
return str(count)
|
| 157 |
-
|
| 158 |
def update_trending(country):
|
| 159 |
-
"""국가 변경시 트렌딩 키워드 업데이트"""
|
| 160 |
region = COUNTRIES.get(country, "")
|
| 161 |
keywords = get_trending_keywords(region if region else "US")
|
| 162 |
return gr.update(choices=keywords, value=None)
|
| 163 |
|
| 164 |
def use_trending_keyword(trending_keyword):
|
| 165 |
-
"""트렌딩 키워드 선택시 검색창에 입력"""
|
| 166 |
return trending_keyword if trending_keyword else ""
|
| 167 |
|
| 168 |
-
def search_videos(keyword, country, language, sort_by, date_filter, max_results):
|
| 169 |
if not keyword or not keyword.strip():
|
| 170 |
-
return "검색어를 입력하세요."
|
| 171 |
|
| 172 |
max_results = int(max_results)
|
| 173 |
all_items = []
|
|
@@ -186,7 +429,6 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 186 |
search_params["relevanceLanguage"] = LANGUAGES[language]
|
| 187 |
|
| 188 |
if date_filter != "전체 기간":
|
| 189 |
-
from datetime import datetime, timedelta
|
| 190 |
now = datetime.utcnow()
|
| 191 |
if date_filter == "오늘":
|
| 192 |
after = now - timedelta(days=1)
|
|
@@ -216,7 +458,7 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 216 |
break
|
| 217 |
|
| 218 |
if not all_items:
|
| 219 |
-
return "검색 결과가 없습니다."
|
| 220 |
|
| 221 |
video_ids = [item["id"]["videoId"] for item in all_items]
|
| 222 |
channel_ids = list(set([item["snippet"]["channelId"] for item in all_items]))
|
|
@@ -234,11 +476,14 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 234 |
video_stats[v["id"]] = {
|
| 235 |
"views": int(stats.get("viewCount", 0)),
|
| 236 |
"views_fmt": format_count(int(stats.get("viewCount", 0))),
|
| 237 |
-
"likes":
|
| 238 |
-
"
|
|
|
|
|
|
|
| 239 |
}
|
| 240 |
|
| 241 |
channel_subs = {}
|
|
|
|
| 242 |
for i in range(0, len(channel_ids), 50):
|
| 243 |
batch_ids = channel_ids[i:i+50]
|
| 244 |
channel_details = youtube.channels().list(
|
|
@@ -247,11 +492,37 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 247 |
).execute()
|
| 248 |
|
| 249 |
for ch in channel_details.get("items", []):
|
| 250 |
-
sub_count = ch["statistics"].get("subscriberCount", "
|
| 251 |
-
if sub_count
|
| 252 |
-
|
| 253 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 254 |
|
|
|
|
| 255 |
html = f'''
|
| 256 |
<style>
|
| 257 |
.yt-table {{ width: 100%; border-collapse: collapse; font-size: 14px; }}
|
|
@@ -265,8 +536,9 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 265 |
.yt-views {{ font-weight: bold; color: #065fd4; }}
|
| 266 |
.yt-subs {{ color: #606060; }}
|
| 267 |
.yt-date {{ color: #888; font-size: 12px; }}
|
|
|
|
| 268 |
</style>
|
| 269 |
-
<p><b>총 {len(all_items)}개 결과</b> | 검색어: "{keyword}" | 정렬: {sort_by}
|
| 270 |
<div style="max-height: 800px; overflow-y: auto;">
|
| 271 |
<table class="yt-table">
|
| 272 |
<thead>
|
|
@@ -303,8 +575,8 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 303 |
|
| 304 |
stats = video_stats.get(video_id, {})
|
| 305 |
views = stats.get("views_fmt", "N/A")
|
| 306 |
-
likes = stats.get("
|
| 307 |
-
comments = stats.get("
|
| 308 |
subs = channel_subs.get(channel_id, "N/A")
|
| 309 |
|
| 310 |
if i == 1:
|
|
@@ -331,38 +603,213 @@ def search_videos(keyword, country, language, sort_by, date_filter, max_results)
|
|
| 331 |
'''
|
| 332 |
|
| 333 |
html += '</tbody></table></div>'
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 334 |
return html
|
| 335 |
|
| 336 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 337 |
|
| 338 |
-
|
| 339 |
-
|
|
|
|
| 340 |
|
| 341 |
-
|
| 342 |
-
|
| 343 |
-
choices=initial_trending,
|
| 344 |
-
label="클릭하면 검색창에 자동 입력됩니다",
|
| 345 |
-
interactive=True
|
| 346 |
-
)
|
| 347 |
|
| 348 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 349 |
|
| 350 |
-
|
| 351 |
-
|
| 352 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 353 |
|
| 354 |
-
|
| 355 |
-
|
| 356 |
-
|
| 357 |
-
|
| 358 |
-
|
| 359 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 360 |
|
| 361 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 362 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 363 |
trending_radio.change(use_trending_keyword, trending_radio, keyword)
|
| 364 |
country.change(update_trending, country, trending_radio)
|
| 365 |
-
|
| 366 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 367 |
|
| 368 |
demo.launch()
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from googleapiclient.discovery import build
|
| 3 |
import os
|
| 4 |
+
import sqlite3
|
| 5 |
+
from datetime import datetime, timedelta
|
| 6 |
+
import json
|
| 7 |
|
| 8 |
API_KEY = os.getenv("YOUTUBE_API_KEY")
|
| 9 |
youtube = build("youtube", "v3", developerKey=API_KEY)
|
| 10 |
|
| 11 |
+
# DB 초기화
|
| 12 |
+
def init_db():
|
| 13 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 14 |
+
c = conn.cursor()
|
| 15 |
+
|
| 16 |
+
# 영상 데이터 테이블
|
| 17 |
+
c.execute('''
|
| 18 |
+
CREATE TABLE IF NOT EXISTS videos (
|
| 19 |
+
video_id TEXT PRIMARY KEY,
|
| 20 |
+
title TEXT,
|
| 21 |
+
channel_id TEXT,
|
| 22 |
+
channel_name TEXT,
|
| 23 |
+
thumbnail TEXT,
|
| 24 |
+
published_at TEXT,
|
| 25 |
+
first_seen TEXT
|
| 26 |
+
)
|
| 27 |
+
''')
|
| 28 |
+
|
| 29 |
+
# 영상 통계 히스토리 (시간별 추적)
|
| 30 |
+
c.execute('''
|
| 31 |
+
CREATE TABLE IF NOT EXISTS video_stats (
|
| 32 |
+
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
| 33 |
+
video_id TEXT,
|
| 34 |
+
views INTEGER,
|
| 35 |
+
likes INTEGER,
|
| 36 |
+
comments INTEGER,
|
| 37 |
+
recorded_at TEXT,
|
| 38 |
+
FOREIGN KEY (video_id) REFERENCES videos(video_id)
|
| 39 |
+
)
|
| 40 |
+
''')
|
| 41 |
+
|
| 42 |
+
# 채널 데이터 테이블
|
| 43 |
+
c.execute('''
|
| 44 |
+
CREATE TABLE IF NOT EXISTS channels (
|
| 45 |
+
channel_id TEXT PRIMARY KEY,
|
| 46 |
+
channel_name TEXT,
|
| 47 |
+
first_seen TEXT
|
| 48 |
+
)
|
| 49 |
+
''')
|
| 50 |
+
|
| 51 |
+
# 채널 통계 히스토리
|
| 52 |
+
c.execute('''
|
| 53 |
+
CREATE TABLE IF NOT EXISTS channel_stats (
|
| 54 |
+
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
| 55 |
+
channel_id TEXT,
|
| 56 |
+
subscribers INTEGER,
|
| 57 |
+
recorded_at TEXT,
|
| 58 |
+
FOREIGN KEY (channel_id) REFERENCES channels(channel_id)
|
| 59 |
+
)
|
| 60 |
+
''')
|
| 61 |
+
|
| 62 |
+
# 검색 기록 테이블
|
| 63 |
+
c.execute('''
|
| 64 |
+
CREATE TABLE IF NOT EXISTS search_history (
|
| 65 |
+
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
| 66 |
+
keyword TEXT,
|
| 67 |
+
country TEXT,
|
| 68 |
+
language TEXT,
|
| 69 |
+
sort_by TEXT,
|
| 70 |
+
results_count INTEGER,
|
| 71 |
+
searched_at TEXT
|
| 72 |
+
)
|
| 73 |
+
''')
|
| 74 |
+
|
| 75 |
+
# 급상승 알림 테이블
|
| 76 |
+
c.execute('''
|
| 77 |
+
CREATE TABLE IF NOT EXISTS trending_alerts (
|
| 78 |
+
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
| 79 |
+
video_id TEXT,
|
| 80 |
+
alert_type TEXT,
|
| 81 |
+
old_value INTEGER,
|
| 82 |
+
new_value INTEGER,
|
| 83 |
+
change_percent REAL,
|
| 84 |
+
detected_at TEXT,
|
| 85 |
+
FOREIGN KEY (video_id) REFERENCES videos(video_id)
|
| 86 |
+
)
|
| 87 |
+
''')
|
| 88 |
+
|
| 89 |
+
conn.commit()
|
| 90 |
+
conn.close()
|
| 91 |
+
|
| 92 |
+
init_db()
|
| 93 |
+
|
| 94 |
# 국가 코드 - 인구 순 상위 40개
|
| 95 |
COUNTRIES = {
|
| 96 |
"전세계": "",
|
|
|
|
| 181 |
"노르웨이어": "no",
|
| 182 |
}
|
| 183 |
|
|
|
|
| 184 |
SORT_OPTIONS = {
|
| 185 |
"조회수 순": "viewCount",
|
| 186 |
"최신순": "date",
|
|
|
|
| 188 |
"평점 순": "rating",
|
| 189 |
}
|
| 190 |
|
|
|
|
| 191 |
DATE_OPTIONS = {
|
| 192 |
"전체 기간": "",
|
| 193 |
"오늘": "today",
|
|
|
|
| 196 |
"올해": "thisYear",
|
| 197 |
}
|
| 198 |
|
| 199 |
+
def format_count(count):
|
| 200 |
+
if count >= 1000000000:
|
| 201 |
+
return f"{count/1000000000:.1f}B"
|
| 202 |
+
elif count >= 1000000:
|
| 203 |
+
return f"{count/1000000:.1f}M"
|
| 204 |
+
elif count >= 1000:
|
| 205 |
+
return f"{count/1000:.1f}K"
|
| 206 |
+
return str(count)
|
| 207 |
+
|
| 208 |
+
def save_to_db(videos_data, channels_data, keyword, country, language, sort_by):
|
| 209 |
+
"""검색 결과를 DB에 저장"""
|
| 210 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 211 |
+
c = conn.cursor()
|
| 212 |
+
now = datetime.now().isoformat()
|
| 213 |
+
|
| 214 |
+
# 검색 기록 저장
|
| 215 |
+
c.execute('''
|
| 216 |
+
INSERT INTO search_history (keyword, country, language, sort_by, results_count, searched_at)
|
| 217 |
+
VALUES (?, ?, ?, ?, ?, ?)
|
| 218 |
+
''', (keyword, country, language, sort_by, len(videos_data), now))
|
| 219 |
+
|
| 220 |
+
for video in videos_data:
|
| 221 |
+
# 영상 기본 정보 저장/업데이트
|
| 222 |
+
c.execute('''
|
| 223 |
+
INSERT OR IGNORE INTO videos (video_id, title, channel_id, channel_name, thumbnail, published_at, first_seen)
|
| 224 |
+
VALUES (?, ?, ?, ?, ?, ?, ?)
|
| 225 |
+
''', (video['video_id'], video['title'], video['channel_id'], video['channel_name'],
|
| 226 |
+
video['thumbnail'], video['published_at'], now))
|
| 227 |
+
|
| 228 |
+
# 이전 통계 가져오기 (급상승 감지용)
|
| 229 |
+
c.execute('''
|
| 230 |
+
SELECT views FROM video_stats
|
| 231 |
+
WHERE video_id = ?
|
| 232 |
+
ORDER BY recorded_at DESC LIMIT 1
|
| 233 |
+
''', (video['video_id'],))
|
| 234 |
+
prev_stats = c.fetchone()
|
| 235 |
+
|
| 236 |
+
# 영상 통계 저장
|
| 237 |
+
c.execute('''
|
| 238 |
+
INSERT INTO video_stats (video_id, views, likes, comments, recorded_at)
|
| 239 |
+
VALUES (?, ?, ?, ?, ?)
|
| 240 |
+
''', (video['video_id'], video['views'], video['likes'], video['comments'], now))
|
| 241 |
+
|
| 242 |
+
# 급상승 감지 (조회수 20% 이상 증가)
|
| 243 |
+
if prev_stats and prev_stats[0] > 0:
|
| 244 |
+
change_percent = ((video['views'] - prev_stats[0]) / prev_stats[0]) * 100
|
| 245 |
+
if change_percent >= 20:
|
| 246 |
+
c.execute('''
|
| 247 |
+
INSERT INTO trending_alerts (video_id, alert_type, old_value, new_value, change_percent, detected_at)
|
| 248 |
+
VALUES (?, ?, ?, ?, ?, ?)
|
| 249 |
+
''', (video['video_id'], 'views_surge', prev_stats[0], video['views'], change_percent, now))
|
| 250 |
+
|
| 251 |
+
for channel_id, subs in channels_data.items():
|
| 252 |
+
# 채널 정보 저장
|
| 253 |
+
c.execute('''
|
| 254 |
+
INSERT OR IGNORE INTO channels (channel_id, channel_name, first_seen)
|
| 255 |
+
VALUES (?, ?, ?)
|
| 256 |
+
''', (channel_id, '', now))
|
| 257 |
+
|
| 258 |
+
# 채널 통계 저장
|
| 259 |
+
if isinstance(subs, int):
|
| 260 |
+
c.execute('''
|
| 261 |
+
INSERT INTO channel_stats (channel_id, subscribers, recorded_at)
|
| 262 |
+
VALUES (?, ?, ?)
|
| 263 |
+
''', (channel_id, subs, now))
|
| 264 |
+
|
| 265 |
+
conn.commit()
|
| 266 |
+
conn.close()
|
| 267 |
+
|
| 268 |
+
def get_trending_alerts():
|
| 269 |
+
"""최근 급상승 알림 가져오기"""
|
| 270 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 271 |
+
c = conn.cursor()
|
| 272 |
+
|
| 273 |
+
c.execute('''
|
| 274 |
+
SELECT ta.video_id, v.title, v.channel_name, ta.alert_type,
|
| 275 |
+
ta.old_value, ta.new_value, ta.change_percent, ta.detected_at
|
| 276 |
+
FROM trending_alerts ta
|
| 277 |
+
JOIN videos v ON ta.video_id = v.video_id
|
| 278 |
+
ORDER BY ta.detected_at DESC
|
| 279 |
+
LIMIT 20
|
| 280 |
+
''')
|
| 281 |
+
|
| 282 |
+
alerts = c.fetchall()
|
| 283 |
+
conn.close()
|
| 284 |
+
return alerts
|
| 285 |
+
|
| 286 |
+
def get_search_history():
|
| 287 |
+
"""검색 기록 가져오기"""
|
| 288 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 289 |
+
c = conn.cursor()
|
| 290 |
+
|
| 291 |
+
c.execute('''
|
| 292 |
+
SELECT keyword, country, language, sort_by, results_count, searched_at
|
| 293 |
+
FROM search_history
|
| 294 |
+
ORDER BY searched_at DESC
|
| 295 |
+
LIMIT 50
|
| 296 |
+
''')
|
| 297 |
+
|
| 298 |
+
history = c.fetchall()
|
| 299 |
+
conn.close()
|
| 300 |
+
return history
|
| 301 |
+
|
| 302 |
+
def get_video_history(video_id):
|
| 303 |
+
"""특정 영상의 통계 히스토리"""
|
| 304 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 305 |
+
c = conn.cursor()
|
| 306 |
+
|
| 307 |
+
c.execute('''
|
| 308 |
+
SELECT views, likes, comments, recorded_at
|
| 309 |
+
FROM video_stats
|
| 310 |
+
WHERE video_id = ?
|
| 311 |
+
ORDER BY recorded_at ASC
|
| 312 |
+
''', (video_id,))
|
| 313 |
+
|
| 314 |
+
history = c.fetchall()
|
| 315 |
+
conn.close()
|
| 316 |
+
return history
|
| 317 |
+
|
| 318 |
+
def get_top_growing_videos(hours=24):
|
| 319 |
+
"""급성장 영상 TOP 10"""
|
| 320 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 321 |
+
c = conn.cursor()
|
| 322 |
+
|
| 323 |
+
cutoff = (datetime.now() - timedelta(hours=hours)).isoformat()
|
| 324 |
+
|
| 325 |
+
c.execute('''
|
| 326 |
+
SELECT v.video_id, v.title, v.channel_name, v.thumbnail,
|
| 327 |
+
MIN(vs.views) as min_views, MAX(vs.views) as max_views,
|
| 328 |
+
((MAX(vs.views) - MIN(vs.views)) * 100.0 / MIN(vs.views)) as growth_rate
|
| 329 |
+
FROM videos v
|
| 330 |
+
JOIN video_stats vs ON v.video_id = vs.video_id
|
| 331 |
+
WHERE vs.recorded_at > ?
|
| 332 |
+
GROUP BY v.video_id
|
| 333 |
+
HAVING min_views > 0 AND max_views > min_views
|
| 334 |
+
ORDER BY growth_rate DESC
|
| 335 |
+
LIMIT 10
|
| 336 |
+
''', (cutoff,))
|
| 337 |
+
|
| 338 |
+
results = c.fetchall()
|
| 339 |
+
conn.close()
|
| 340 |
+
return results
|
| 341 |
+
|
| 342 |
+
def get_db_stats():
|
| 343 |
+
"""DB 통계"""
|
| 344 |
+
conn = sqlite3.connect("youtube_data.db")
|
| 345 |
+
c = conn.cursor()
|
| 346 |
+
|
| 347 |
+
c.execute("SELECT COUNT(*) FROM videos")
|
| 348 |
+
video_count = c.fetchone()[0]
|
| 349 |
+
|
| 350 |
+
c.execute("SELECT COUNT(*) FROM video_stats")
|
| 351 |
+
stats_count = c.fetchone()[0]
|
| 352 |
+
|
| 353 |
+
c.execute("SELECT COUNT(*) FROM channels")
|
| 354 |
+
channel_count = c.fetchone()[0]
|
| 355 |
+
|
| 356 |
+
c.execute("SELECT COUNT(*) FROM search_history")
|
| 357 |
+
search_count = c.fetchone()[0]
|
| 358 |
+
|
| 359 |
+
c.execute("SELECT COUNT(*) FROM trending_alerts")
|
| 360 |
+
alert_count = c.fetchone()[0]
|
| 361 |
+
|
| 362 |
+
conn.close()
|
| 363 |
+
|
| 364 |
+
return {
|
| 365 |
+
"videos": video_count,
|
| 366 |
+
"stats_records": stats_count,
|
| 367 |
+
"channels": channel_count,
|
| 368 |
+
"searches": search_count,
|
| 369 |
+
"alerts": alert_count
|
| 370 |
+
}
|
| 371 |
+
|
| 372 |
def get_trending_keywords(region_code="KR"):
|
|
|
|
| 373 |
try:
|
| 374 |
response = youtube.videos().list(
|
| 375 |
part="snippet",
|
|
|
|
| 381 |
keywords = []
|
| 382 |
seen = set()
|
| 383 |
for item in response.get("items", []):
|
|
|
|
| 384 |
channel = item["snippet"]["channelTitle"]
|
| 385 |
+
keyword = channel.split()[0] if len(channel.split()) > 0 else item["snippet"]["title"].split()[0]
|
| 386 |
if keyword not in seen and len(keyword) > 1:
|
| 387 |
keywords.append(keyword)
|
| 388 |
seen.add(keyword)
|
|
|
|
| 394 |
return get_default_trending()
|
| 395 |
|
| 396 |
def get_default_trending():
|
|
|
|
| 397 |
return [
|
| 398 |
"AI", "ChatGPT", "뉴진스", "BTS", "Netflix",
|
| 399 |
"게임", "먹방", "브이로그", "shorts", "음악",
|
| 400 |
"축구", "NBA", "애니메이션", "영화 리뷰", "코딩"
|
| 401 |
]
|
| 402 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 403 |
def update_trending(country):
|
|
|
|
| 404 |
region = COUNTRIES.get(country, "")
|
| 405 |
keywords = get_trending_keywords(region if region else "US")
|
| 406 |
return gr.update(choices=keywords, value=None)
|
| 407 |
|
| 408 |
def use_trending_keyword(trending_keyword):
|
|
|
|
| 409 |
return trending_keyword if trending_keyword else ""
|
| 410 |
|
| 411 |
+
def search_videos(keyword, country, language, sort_by, date_filter, max_results, save_db=True):
|
| 412 |
if not keyword or not keyword.strip():
|
| 413 |
+
return "검색어를 입력하세요.", ""
|
| 414 |
|
| 415 |
max_results = int(max_results)
|
| 416 |
all_items = []
|
|
|
|
| 429 |
search_params["relevanceLanguage"] = LANGUAGES[language]
|
| 430 |
|
| 431 |
if date_filter != "전체 기간":
|
|
|
|
| 432 |
now = datetime.utcnow()
|
| 433 |
if date_filter == "오늘":
|
| 434 |
after = now - timedelta(days=1)
|
|
|
|
| 458 |
break
|
| 459 |
|
| 460 |
if not all_items:
|
| 461 |
+
return "검색 결과가 없습니다.", ""
|
| 462 |
|
| 463 |
video_ids = [item["id"]["videoId"] for item in all_items]
|
| 464 |
channel_ids = list(set([item["snippet"]["channelId"] for item in all_items]))
|
|
|
|
| 476 |
video_stats[v["id"]] = {
|
| 477 |
"views": int(stats.get("viewCount", 0)),
|
| 478 |
"views_fmt": format_count(int(stats.get("viewCount", 0))),
|
| 479 |
+
"likes": int(stats.get("likeCount", 0)),
|
| 480 |
+
"likes_fmt": format_count(int(stats.get("likeCount", 0))),
|
| 481 |
+
"comments": int(stats.get("commentCount", 0)),
|
| 482 |
+
"comments_fmt": format_count(int(stats.get("commentCount", 0))),
|
| 483 |
}
|
| 484 |
|
| 485 |
channel_subs = {}
|
| 486 |
+
channel_subs_raw = {}
|
| 487 |
for i in range(0, len(channel_ids), 50):
|
| 488 |
batch_ids = channel_ids[i:i+50]
|
| 489 |
channel_details = youtube.channels().list(
|
|
|
|
| 492 |
).execute()
|
| 493 |
|
| 494 |
for ch in channel_details.get("items", []):
|
| 495 |
+
sub_count = ch["statistics"].get("subscriberCount", "0")
|
| 496 |
+
if sub_count:
|
| 497 |
+
channel_subs_raw[ch["id"]] = int(sub_count)
|
| 498 |
+
channel_subs[ch["id"]] = format_count(int(sub_count))
|
| 499 |
+
else:
|
| 500 |
+
channel_subs[ch["id"]] = "비공개"
|
| 501 |
+
|
| 502 |
+
# DB 저장용 데이터 준비
|
| 503 |
+
videos_data = []
|
| 504 |
+
for item in all_items:
|
| 505 |
+
video_id = item["id"]["videoId"]
|
| 506 |
+
snippet = item["snippet"]
|
| 507 |
+
stats = video_stats.get(video_id, {})
|
| 508 |
+
|
| 509 |
+
videos_data.append({
|
| 510 |
+
"video_id": video_id,
|
| 511 |
+
"title": snippet["title"],
|
| 512 |
+
"channel_id": snippet["channelId"],
|
| 513 |
+
"channel_name": snippet["channelTitle"],
|
| 514 |
+
"thumbnail": snippet["thumbnails"]["default"]["url"],
|
| 515 |
+
"published_at": snippet["publishedAt"],
|
| 516 |
+
"views": stats.get("views", 0),
|
| 517 |
+
"likes": stats.get("likes", 0),
|
| 518 |
+
"comments": stats.get("comments", 0),
|
| 519 |
+
})
|
| 520 |
+
|
| 521 |
+
# DB에 저장
|
| 522 |
+
if save_db:
|
| 523 |
+
save_to_db(videos_data, channel_subs_raw, keyword, country, language, sort_by)
|
| 524 |
|
| 525 |
+
# HTML 테이블 생성
|
| 526 |
html = f'''
|
| 527 |
<style>
|
| 528 |
.yt-table {{ width: 100%; border-collapse: collapse; font-size: 14px; }}
|
|
|
|
| 536 |
.yt-views {{ font-weight: bold; color: #065fd4; }}
|
| 537 |
.yt-subs {{ color: #606060; }}
|
| 538 |
.yt-date {{ color: #888; font-size: 12px; }}
|
| 539 |
+
.surge {{ background: #fff3cd !important; }}
|
| 540 |
</style>
|
| 541 |
+
<p><b>총 {len(all_items)}개 결과</b> | 검색어: "{keyword}" | 정렬: {sort_by} | 💾 DB 저장 완료</p>
|
| 542 |
<div style="max-height: 800px; overflow-y: auto;">
|
| 543 |
<table class="yt-table">
|
| 544 |
<thead>
|
|
|
|
| 575 |
|
| 576 |
stats = video_stats.get(video_id, {})
|
| 577 |
views = stats.get("views_fmt", "N/A")
|
| 578 |
+
likes = stats.get("likes_fmt", "N/A")
|
| 579 |
+
comments = stats.get("comments_fmt", "N/A")
|
| 580 |
subs = channel_subs.get(channel_id, "N/A")
|
| 581 |
|
| 582 |
if i == 1:
|
|
|
|
| 603 |
'''
|
| 604 |
|
| 605 |
html += '</tbody></table></div>'
|
| 606 |
+
|
| 607 |
+
# DB 통계 업데이트
|
| 608 |
+
db_stats = get_db_stats()
|
| 609 |
+
stats_html = f"📊 DB: 영상 {db_stats['videos']}개 | 기록 {db_stats['stats_records']}건 | 채널 {db_stats['channels']}개 | 검색 {db_stats['searches']}회 | 알림 {db_stats['alerts']}건"
|
| 610 |
+
|
| 611 |
+
return html, stats_html
|
| 612 |
+
|
| 613 |
+
def show_trending_alerts():
|
| 614 |
+
"""급상승 알림 표시"""
|
| 615 |
+
alerts = get_trending_alerts()
|
| 616 |
+
|
| 617 |
+
if not alerts:
|
| 618 |
+
return "<p>아직 급상승 알림이 없습니다. 데이터를 더 수집해주세요.</p>"
|
| 619 |
+
|
| 620 |
+
html = '''
|
| 621 |
+
<style>
|
| 622 |
+
.alert-table { width: 100%; border-collapse: collapse; }
|
| 623 |
+
.alert-table th { background: #ff6b6b; color: white; padding: 10px; }
|
| 624 |
+
.alert-table td { padding: 10px; border-bottom: 1px solid #ddd; }
|
| 625 |
+
.surge-badge { background: #ff0000; color: white; padding: 2px 8px; border-radius: 10px; font-size: 12px; }
|
| 626 |
+
</style>
|
| 627 |
+
<h3>🔥 급상승 알림 (조회수 20% 이상 증가)</h3>
|
| 628 |
+
<table class="alert-table">
|
| 629 |
+
<thead>
|
| 630 |
+
<tr>
|
| 631 |
+
<th>영상</th>
|
| 632 |
+
<th>채널</th>
|
| 633 |
+
<th>이전</th>
|
| 634 |
+
<th>현재</th>
|
| 635 |
+
<th>증가율</th>
|
| 636 |
+
<th>감지 시간</th>
|
| 637 |
+
</tr>
|
| 638 |
+
</thead>
|
| 639 |
+
<tbody>
|
| 640 |
+
'''
|
| 641 |
+
|
| 642 |
+
for alert in alerts:
|
| 643 |
+
video_id, title, channel, alert_type, old_val, new_val, change_pct, detected = alert
|
| 644 |
+
title = title[:30] + "..." if len(title) > 30 else title
|
| 645 |
+
url = f"https://youtube.com/watch?v={video_id}"
|
| 646 |
+
detected_fmt = detected[:16].replace("T", " ")
|
| 647 |
+
|
| 648 |
+
html += f'''
|
| 649 |
+
<tr>
|
| 650 |
+
<td><a href="{url}" target="_blank">{title}</a></td>
|
| 651 |
+
<td>{channel}</td>
|
| 652 |
+
<td>{format_count(old_val)}</td>
|
| 653 |
+
<td>{format_count(new_val)}</td>
|
| 654 |
+
<td><span class="surge-badge">+{change_pct:.1f}%</span></td>
|
| 655 |
+
<td>{detected_fmt}</td>
|
| 656 |
+
</tr>
|
| 657 |
+
'''
|
| 658 |
+
|
| 659 |
+
html += '</tbody></table>'
|
| 660 |
return html
|
| 661 |
|
| 662 |
+
def show_top_growing():
|
| 663 |
+
"""급성장 영상 TOP 10"""
|
| 664 |
+
results = get_top_growing_videos(24)
|
| 665 |
+
|
| 666 |
+
if not results:
|
| 667 |
+
return "<p>최근 24시간 내 급성장 영상 데이터가 없습니다.</p>"
|
| 668 |
+
|
| 669 |
+
html = '''
|
| 670 |
+
<h3>📈 24시간 급성장 TOP 10</h3>
|
| 671 |
+
<div style="display: flex; flex-wrap: wrap; gap: 15px;">
|
| 672 |
+
'''
|
| 673 |
+
|
| 674 |
+
for i, (video_id, title, channel, thumbnail, min_views, max_views, growth) in enumerate(results, 1):
|
| 675 |
+
title = title[:25] + "..." if len(title) > 25 else title
|
| 676 |
+
url = f"https://youtube.com/watch?v={video_id}"
|
| 677 |
+
|
| 678 |
+
html += f'''
|
| 679 |
+
<div style="width: 180px; border: 1px solid #ddd; border-radius: 8px; padding: 10px;">
|
| 680 |
+
<a href="{url}" target="_blank">
|
| 681 |
+
<img src="{thumbnail}" style="width: 100%; border-radius: 5px;">
|
| 682 |
+
</a>
|
| 683 |
+
<p style="margin: 5px 0; font-size: 12px;"><b>{i}.</b> {title}</p>
|
| 684 |
+
<p style="margin: 0; font-size: 11px; color: #666;">{channel}</p>
|
| 685 |
+
<p style="margin: 5px 0; font-size: 14px; color: #ff0000; font-weight: bold;">📈 +{growth:.1f}%</p>
|
| 686 |
+
<p style="margin: 0; font-size: 10px; color: #888;">{format_count(min_views)} → {format_count(max_views)}</p>
|
| 687 |
+
</div>
|
| 688 |
+
'''
|
| 689 |
+
|
| 690 |
+
html += '</div>'
|
| 691 |
+
return html
|
| 692 |
|
| 693 |
+
def show_search_history():
|
| 694 |
+
"""검색 기록 표시"""
|
| 695 |
+
history = get_search_history()
|
| 696 |
|
| 697 |
+
if not history:
|
| 698 |
+
return "<p>검색 기록이 없습니다.</p>"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 699 |
|
| 700 |
+
html = '''
|
| 701 |
+
<h3>🕐 최근 검색 기록</h3>
|
| 702 |
+
<table style="width:100%; border-collapse: collapse;">
|
| 703 |
+
<thead>
|
| 704 |
+
<tr style="background: #333; color: white;">
|
| 705 |
+
<th style="padding: 10px;">검색어</th>
|
| 706 |
+
<th style="padding: 10px;">국가</th>
|
| 707 |
+
<th style="padding: 10px;">언어</th>
|
| 708 |
+
<th style="padding: 10px;">정렬</th>
|
| 709 |
+
<th style="padding: 10px;">결과 수</th>
|
| 710 |
+
<th style="padding: 10px;">검색 시간</th>
|
| 711 |
+
</tr>
|
| 712 |
+
</thead>
|
| 713 |
+
<tbody>
|
| 714 |
+
'''
|
| 715 |
|
| 716 |
+
for keyword, country, language, sort_by, count, searched_at in history:
|
| 717 |
+
searched_fmt = searched_at[:16].replace("T", " ")
|
| 718 |
+
html += f'''
|
| 719 |
+
<tr style="border-bottom: 1px solid #ddd;">
|
| 720 |
+
<td style="padding: 8px;"><b>{keyword}</b></td>
|
| 721 |
+
<td style="padding: 8px;">{country}</td>
|
| 722 |
+
<td style="padding: 8px;">{language}</td>
|
| 723 |
+
<td style="padding: 8px;">{sort_by}</td>
|
| 724 |
+
<td style="padding: 8px;">{count}</td>
|
| 725 |
+
<td style="padding: 8px;">{searched_fmt}</td>
|
| 726 |
+
</tr>
|
| 727 |
+
'''
|
| 728 |
|
| 729 |
+
html += '</tbody></table>'
|
| 730 |
+
return html
|
| 731 |
+
|
| 732 |
+
def refresh_all():
|
| 733 |
+
"""전체 데이터 갱신"""
|
| 734 |
+
db_stats = get_db_stats()
|
| 735 |
+
alerts = show_trending_alerts()
|
| 736 |
+
growing = show_top_growing()
|
| 737 |
+
history = show_search_history()
|
| 738 |
+
stats_html = f"📊 DB: 영상 {db_stats['videos']}개 | 기록 {db_stats['stats_records']}건 | 채널 {db_stats['channels']}개 | 검색 {db_stats['searches']}회 | 알림 {db_stats['alerts']}건"
|
| 739 |
|
| 740 |
+
return alerts, growing, history, stats_html
|
| 741 |
+
|
| 742 |
+
# 초기 트렌딩 키워드
|
| 743 |
+
initial_trending = get_default_trending()
|
| 744 |
+
|
| 745 |
+
with gr.Blocks() as demo:
|
| 746 |
+
gr.Markdown("## YouTube 인기 영상 검색기 + 트렌드 분석")
|
| 747 |
+
|
| 748 |
+
# DB 통계
|
| 749 |
+
db_stats_display = gr.Markdown("📊 DB 통계 로딩중...")
|
| 750 |
|
| 751 |
+
with gr.Tabs():
|
| 752 |
+
# 탭 1: 검색
|
| 753 |
+
with gr.Tab("🔍 검색"):
|
| 754 |
+
gr.Markdown("### 🔥 실시간 인기 검색어")
|
| 755 |
+
trending_radio = gr.Radio(
|
| 756 |
+
choices=initial_trending,
|
| 757 |
+
label="클릭하면 검색창에 자동 입력",
|
| 758 |
+
interactive=True
|
| 759 |
+
)
|
| 760 |
+
|
| 761 |
+
with gr.Row():
|
| 762 |
+
keyword = gr.Textbox(label="검색어", placeholder="검색어 입력...", scale=3)
|
| 763 |
+
btn = gr.Button("🔍 검색", variant="primary", scale=1)
|
| 764 |
+
refresh_btn = gr.Button("🔄 갱신", scale=1)
|
| 765 |
+
|
| 766 |
+
with gr.Row():
|
| 767 |
+
country = gr.Dropdown(list(COUNTRIES.keys()), value="한국", label="국가 (인구순)")
|
| 768 |
+
language = gr.Dropdown(list(LANGUAGES.keys()), value="전체", label="언어 (사용인구순)")
|
| 769 |
+
sort_by = gr.Dropdown(list(SORT_OPTIONS.keys()), value="조회수 순", label="정렬")
|
| 770 |
+
date_filter = gr.Dropdown(list(DATE_OPTIONS.keys()), value="전체 기간", label="기간")
|
| 771 |
+
max_results = gr.Slider(10, 300, value=50, step=10, label="결과 수")
|
| 772 |
+
|
| 773 |
+
search_output = gr.HTML()
|
| 774 |
+
|
| 775 |
+
# 탭 2: 급상승
|
| 776 |
+
with gr.Tab("🔥 급상승"):
|
| 777 |
+
refresh_alerts_btn = gr.Button("🔄 새로고침", variant="secondary")
|
| 778 |
+
alerts_output = gr.HTML()
|
| 779 |
+
|
| 780 |
+
# 탭 3: 급성장
|
| 781 |
+
with gr.Tab("📈 급성장 TOP"):
|
| 782 |
+
refresh_growing_btn = gr.Button("🔄 새로고침", variant="secondary")
|
| 783 |
+
growing_output = gr.HTML()
|
| 784 |
+
|
| 785 |
+
# 탭 4: 검색 기록
|
| 786 |
+
with gr.Tab("🕐 검색 기록"):
|
| 787 |
+
refresh_history_btn = gr.Button("🔄 새로고침", variant="secondary")
|
| 788 |
+
history_output = gr.HTML()
|
| 789 |
+
|
| 790 |
+
# 이벤트 연결
|
| 791 |
trending_radio.change(use_trending_keyword, trending_radio, keyword)
|
| 792 |
country.change(update_trending, country, trending_radio)
|
| 793 |
+
|
| 794 |
+
btn.click(
|
| 795 |
+
search_videos,
|
| 796 |
+
[keyword, country, language, sort_by, date_filter, max_results],
|
| 797 |
+
[search_output, db_stats_display]
|
| 798 |
+
)
|
| 799 |
+
keyword.submit(
|
| 800 |
+
search_videos,
|
| 801 |
+
[keyword, country, language, sort_by, date_filter, max_results],
|
| 802 |
+
[search_output, db_stats_display]
|
| 803 |
+
)
|
| 804 |
+
|
| 805 |
+
refresh_btn.click(
|
| 806 |
+
search_videos,
|
| 807 |
+
[keyword, country, language, sort_by, date_filter, max_results],
|
| 808 |
+
[search_output, db_stats_display]
|
| 809 |
+
)
|
| 810 |
+
|
| 811 |
+
refresh_alerts_btn.click(show_trending_alerts, outputs=alerts_output)
|
| 812 |
+
refresh_growing_btn.click(show_top_growing, outputs=growing_output)
|
| 813 |
+
refresh_history_btn.click(show_search_history, outputs=history_output)
|
| 814 |
|
| 815 |
demo.launch()
|