mirror of
https://github.com/NanmiCoder/MediaCrawler.git
synced 2026-02-26 10:00:46 +08:00
@@ -87,7 +87,7 @@ START_PAGE = 1
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CRAWLER_MAX_NOTES_COUNT = 200
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# 每天爬取视频/帖子的数量控制
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MAX_NOTES_PER_DAY = 20
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MAX_NOTES_PER_DAY = 1
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# 并发爬虫数量控制
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MAX_CONCURRENCY_NUM = 1
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@@ -216,16 +216,17 @@ STOP_WORDS_FILE = "./docs/hit_stopwords.txt"
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# 中文字体文件路径
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FONT_PATH = "./docs/STZHONGS.TTF"
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# 爬取开始的天数,仅支持 bilibili 关键字搜索,YYYY-MM-DD 格式,若为 None 则表示不设置时间范围,按照默认关键字最多返回 1000 条视频的结果处理
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# 爬取开始的天数,仅支持 bilibili 关键字搜索,YYYY-MM-DD 格式
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START_DAY = "2024-01-01"
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# 爬取结束的天数,仅支持 bilibili 关键字搜索,YYYY-MM-DD 格式,若为 None 则表示不设置时间范围,按照默认关键字最多返回 1000 条视频的结果处理
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# 爬取结束的天数,仅支持 bilibili 关键字搜索,YYYY-MM-DD 格式
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END_DAY = "2024-01-01"
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# 是否开启按每一天进行爬取的选项,仅支持 bilibili 关键字搜索
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# 若为 False,则忽略 START_DAY 与 END_DAY 设置的值
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# 若为 True,则按照 START_DAY 至 END_DAY 按照每一天进行筛选,这样能够突破 1000 条视频的限制,最大程度爬取该关键词下的所有视频
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ALL_DAY = False
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# Bilibili 搜索模式,仅在 CRAWLER_TYPE="search" 时生效
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# "normal": 不指定时间范围进行搜索,最多返回约1000条结果。
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# "all_in_time_range": 在 START_DAY 和 END_DAY 指定的时间范围内,尽可能多地爬取数据,每日上限受 MAX_NOTES_PER_DAY 影响,但总数可能超过 CRAWLER_MAX_NOTES_COUNT。
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# "daily_limit_in_time_range": 在指定时间范围内,严格遵守 MAX_NOTES_PER_DAY 的每日上限和 CRAWLER_MAX_NOTES_COUNT 的总上限。
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BILI_SEARCH_MODE = "normal"
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#!!! 下面仅支持 bilibili creator搜索
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# 爬取评论creator主页还是爬取creator动态和关系列表(True为前者)
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7
main.py
7
main.py
@@ -45,6 +45,11 @@ class CrawlerFactory:
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return crawler_class()
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async def main():
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# Init crawler
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crawler: Optional[AbstractCrawler] = None
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try:
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# parse cmd
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await cmd_arg.parse_cmd()
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# parse cmd
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await cmd_arg.parse_cmd()
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@@ -59,11 +64,11 @@ async def main():
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if config.SAVE_DATA_OPTION in ["db", "sqlite"]:
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await db.close()
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if __name__ == '__main__':
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try:
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# asyncio.run(main())
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asyncio.get_event_loop().run_until_complete(main())
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except KeyboardInterrupt:
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print("\n[main] Caught keyboard interrupt, exiting.")
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sys.exit()
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@@ -15,6 +15,7 @@
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# @Desc : bilibili 请求客户端
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import asyncio
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import json
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import random
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from typing import Any, Callable, Dict, List, Optional, Tuple, Union
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from urllib.parse import urlencode
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@@ -53,7 +54,11 @@ class BilibiliClient(AbstractApiClient):
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method, url, timeout=self.timeout,
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**kwargs
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)
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data: Dict = response.json()
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try:
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data: Dict = response.json()
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except json.JSONDecodeError:
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utils.logger.error(f"[BilibiliClient.request] Failed to decode JSON from response. status_code: {response.status_code}, response_text: {response.text}")
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raise DataFetchError(f"Failed to decode JSON, content: {response.text}")
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if data.get("code") != 0:
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raise DataFetchError(data.get("message", "unkonw error"))
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else:
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@@ -78,8 +83,12 @@ class BilibiliClient(AbstractApiClient):
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:return:
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"""
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local_storage = await self.playwright_page.evaluate("() => window.localStorage")
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wbi_img_urls = local_storage.get("wbi_img_urls", "") or local_storage.get(
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"wbi_img_url") + "-" + local_storage.get("wbi_sub_url")
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wbi_img_urls = local_storage.get("wbi_img_urls", "")
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if not wbi_img_urls:
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img_url_from_storage = local_storage.get("wbi_img_url")
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sub_url_from_storage = local_storage.get("wbi_sub_url")
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if img_url_from_storage and sub_url_from_storage:
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wbi_img_urls = f"{img_url_from_storage}-{sub_url_from_storage}"
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if wbi_img_urls and "-" in wbi_img_urls:
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img_url, sub_url = wbi_img_urls.split("-")
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else:
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@@ -235,16 +244,50 @@ class BilibiliClient(AbstractApiClient):
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:return:
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"""
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result = []
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is_end = False
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next_page = 0
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max_retries = 3
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while not is_end and len(result) < max_count:
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comments_res = await self.get_video_comments(video_id, CommentOrderType.DEFAULT, next_page)
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comments_res = None
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for attempt in range(max_retries):
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try:
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comments_res = await self.get_video_comments(video_id, CommentOrderType.DEFAULT, next_page)
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break # Success
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except DataFetchError as e:
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if attempt < max_retries - 1:
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delay = 5 * (2 ** attempt) + random.uniform(0, 1)
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utils.logger.warning(
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f"[BilibiliClient.get_video_all_comments] Retrying video_id {video_id} in {delay:.2f}s... (Attempt {attempt + 1}/{max_retries})"
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)
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await asyncio.sleep(delay)
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else:
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utils.logger.error(
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f"[BilibiliClient.get_video_all_comments] Max retries reached for video_id: {video_id}. Skipping comments. Error: {e}"
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)
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is_end = True
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break
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if not comments_res:
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break
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cursor_info: Dict = comments_res.get("cursor")
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if not cursor_info:
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utils.logger.warning(f"[BilibiliClient.get_video_all_comments] Could not find 'cursor' in response for video_id: {video_id}. Skipping.")
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break
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comment_list: List[Dict] = comments_res.get("replies", [])
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is_end = cursor_info.get("is_end")
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next_page = cursor_info.get("next")
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# 检查 is_end 和 next 是否存在
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if "is_end" not in cursor_info or "next" not in cursor_info:
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utils.logger.warning(f"[BilibiliClient.get_video_all_comments] 'is_end' or 'next' not in cursor for video_id: {video_id}. Assuming end of comments.")
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is_end = True
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else:
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is_end = cursor_info.get("is_end")
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next_page = cursor_info.get("next")
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if not isinstance(is_end, bool):
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utils.logger.warning(f"[BilibiliClient.get_video_all_comments] 'is_end' is not a boolean for video_id: {video_id}. Assuming end of comments.")
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is_end = True
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if is_fetch_sub_comments:
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for comment in comment_list:
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comment_id = comment['rpid']
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@@ -23,6 +23,7 @@ from datetime import datetime, timedelta
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import pandas as pd
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from playwright.async_api import (BrowserContext, BrowserType, Page, Playwright, async_playwright)
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from playwright._impl._errors import TargetClosedError
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import config
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from base.base_crawler import AbstractCrawler
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@@ -95,7 +96,6 @@ class BilibiliCrawler(AbstractCrawler):
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crawler_type_var.set(config.CRAWLER_TYPE)
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if config.CRAWLER_TYPE == "search":
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# Search for video and retrieve their comment information.
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await self.search()
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elif config.CRAWLER_TYPE == "detail":
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# Get the information and comments of the specified post
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@@ -111,6 +111,20 @@ class BilibiliCrawler(AbstractCrawler):
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utils.logger.info(
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"[BilibiliCrawler.start] Bilibili Crawler finished ...")
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async def search(self):
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"""
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search bilibili video
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"""
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# Search for video and retrieve their comment information.
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if config.BILI_SEARCH_MODE == "normal":
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await self.search_by_keywords()
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elif config.BILI_SEARCH_MODE == "all_in_time_range":
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await self.search_by_keywords_in_time_range(daily_limit=False)
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elif config.BILI_SEARCH_MODE == "daily_limit_in_time_range":
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await self.search_by_keywords_in_time_range(daily_limit=True)
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else:
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utils.logger.warning(f"Unknown BILI_SEARCH_MODE: {config.BILI_SEARCH_MODE}")
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@staticmethod
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async def get_pubtime_datetime(start: str = config.START_DAY, end: str = config.END_DAY) -> Tuple[str, str]:
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"""
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@@ -141,106 +155,138 @@ class BilibiliCrawler(AbstractCrawler):
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# 将其重新转换为时间戳
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return str(int(start_day.timestamp())), str(int(end_day.timestamp()))
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async def search(self):
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async def search_by_keywords(self):
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"""
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search bilibili video with keywords
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search bilibili video with keywords in normal mode
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:return:
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"""
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utils.logger.info("[BilibiliCrawler.search] Begin search bilibli keywords")
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utils.logger.info("[BilibiliCrawler.search_by_keywords] Begin search bilibli keywords")
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bili_limit_count = 20 # bilibili limit page fixed value
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if config.CRAWLER_MAX_NOTES_COUNT < bili_limit_count:
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config.CRAWLER_MAX_NOTES_COUNT = bili_limit_count
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start_page = config.START_PAGE # start page number
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for keyword in config.KEYWORDS.split(","):
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source_keyword_var.set(keyword)
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utils.logger.info(f"[BilibiliCrawler.search] Current search keyword: {keyword}")
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# 每个关键词最多返回 1000 条数据
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if not config.ALL_DAY:
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page = 1
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while (page - start_page + 1) * bili_limit_count <= config.CRAWLER_MAX_NOTES_COUNT:
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if page < start_page:
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utils.logger.info(f"[BilibiliCrawler.search] Skip page: {page}")
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page += 1
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continue
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utils.logger.info(f"[BilibiliCrawler.search] search bilibili keyword: {keyword}, page: {page}")
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video_id_list: List[str] = []
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videos_res = await self.bili_client.search_video_by_keyword(
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keyword=keyword,
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page=page,
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page_size=bili_limit_count,
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order=SearchOrderType.DEFAULT,
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pubtime_begin_s=0, # 作品发布日期起始时间戳
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pubtime_end_s=0 # 作品发布日期结束日期时间戳
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)
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video_list: List[Dict] = videos_res.get("result")
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semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
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task_list = []
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try:
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task_list = [self.get_video_info_task(aid=video_item.get("aid"), bvid="", semaphore=semaphore) for video_item in video_list]
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except Exception as e:
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utils.logger.warning(f"[BilibiliCrawler.search] error in the task list. The video for this page will not be included. {e}")
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video_items = await asyncio.gather(*task_list)
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for video_item in video_items:
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if video_item:
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video_id_list.append(video_item.get("View").get("aid"))
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await bilibili_store.update_bilibili_video(video_item)
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await bilibili_store.update_up_info(video_item)
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await self.get_bilibili_video(video_item, semaphore)
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utils.logger.info(f"[BilibiliCrawler.search_by_keywords] Current search keyword: {keyword}")
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page = 1
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while (page - start_page + 1) * bili_limit_count <= config.CRAWLER_MAX_NOTES_COUNT:
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if page < start_page:
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utils.logger.info(f"[BilibiliCrawler.search_by_keywords] Skip page: {page}")
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page += 1
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await self.batch_get_video_comments(video_id_list)
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# 按照 START_DAY 至 END_DAY 按照每一天进行筛选,这样能够突破 1000 条视频的限制,最大程度爬取该关键词下每一天的所有视频
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else:
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for day in pd.date_range(start=config.START_DAY, end=config.END_DAY, freq='D'):
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# 按照每一天进行爬取的时间戳参数
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pubtime_begin_s, pubtime_end_s = await self.get_pubtime_datetime(start=day.strftime('%Y-%m-%d'), end=day.strftime('%Y-%m-%d'))
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page = 1
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notes_count_this_day = 0
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#!该段 while 语句在发生异常时(通常情况下为当天数据为空时)会自动跳转到下一天,以实现最大程度爬取该关键词下当天的所有视频
|
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#!除了仅保留现在原有的 try, except Exception 语句外,不要再添加其他的异常处理!!!否则将使该段代码失效,使其仅能爬取当天一天数据而无法跳转到下一天
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#!除非将该段代码的逻辑进行重构以实现相同的功能,否则不要进行修改!!!
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while (page - start_page + 1) * bili_limit_count <= config.CRAWLER_MAX_NOTES_COUNT:
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if notes_count_this_day >= config.MAX_NOTES_PER_DAY:
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utils.logger.info(f"[BilibiliCrawler.search] Reached the maximum number of notes for today {day.ctime()}.")
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break
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#! Catch any error if response return nothing, go to next day
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try:
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#! Don't skip any page, to make sure gather all video in one day
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# if page < start_page:
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# utils.logger.info(f"[BilibiliCrawler.search] Skip page: {page}")
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# page += 1
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# continue
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continue
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utils.logger.info(f"[BilibiliCrawler.search] search bilibili keyword: {keyword}, date: {day.ctime()}, page: {page}")
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video_id_list: List[str] = []
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videos_res = await self.bili_client.search_video_by_keyword(
|
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keyword=keyword,
|
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page=page,
|
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page_size=bili_limit_count,
|
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order=SearchOrderType.DEFAULT,
|
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pubtime_begin_s=pubtime_begin_s, # 作品发布日期起始时间戳
|
||||
pubtime_end_s=pubtime_end_s # 作品发布日期结束日期时间戳
|
||||
)
|
||||
video_list: List[Dict] = videos_res.get("result")
|
||||
utils.logger.info(f"[BilibiliCrawler.search_by_keywords] search bilibili keyword: {keyword}, page: {page}")
|
||||
video_id_list: List[str] = []
|
||||
videos_res = await self.bili_client.search_video_by_keyword(
|
||||
keyword=keyword,
|
||||
page=page,
|
||||
page_size=bili_limit_count,
|
||||
order=SearchOrderType.DEFAULT,
|
||||
pubtime_begin_s=0, # 作品发布日期起始时间戳
|
||||
pubtime_end_s=0 # 作品发布日期结束日期时间戳
|
||||
)
|
||||
video_list: List[Dict] = videos_res.get("result")
|
||||
|
||||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||||
task_list = [self.get_video_info_task(aid=video_item.get("aid"), bvid="", semaphore=semaphore) for video_item in video_list]
|
||||
video_items = await asyncio.gather(*task_list)
|
||||
for video_item in video_items:
|
||||
if video_item:
|
||||
notes_count_this_day += 1
|
||||
video_id_list.append(video_item.get("View").get("aid"))
|
||||
await bilibili_store.update_bilibili_video(video_item)
|
||||
await bilibili_store.update_up_info(video_item)
|
||||
await self.get_bilibili_video(video_item, semaphore)
|
||||
page += 1
|
||||
await self.batch_get_video_comments(video_id_list)
|
||||
# go to next day
|
||||
except Exception as e:
|
||||
print(e)
|
||||
if not video_list:
|
||||
utils.logger.info(f"[BilibiliCrawler.search_by_keywords] No more videos for '{keyword}', moving to next keyword.")
|
||||
break
|
||||
|
||||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||||
task_list = []
|
||||
try:
|
||||
task_list = [self.get_video_info_task(aid=video_item.get("aid"), bvid="", semaphore=semaphore) for video_item in video_list]
|
||||
except Exception as e:
|
||||
utils.logger.warning(f"[BilibiliCrawler.search_by_keywords] error in the task list. The video for this page will not be included. {e}")
|
||||
video_items = await asyncio.gather(*task_list)
|
||||
for video_item in video_items:
|
||||
if video_item:
|
||||
video_id_list.append(video_item.get("View").get("aid"))
|
||||
await bilibili_store.update_bilibili_video(video_item)
|
||||
await bilibili_store.update_up_info(video_item)
|
||||
await self.get_bilibili_video(video_item, semaphore)
|
||||
page += 1
|
||||
await self.batch_get_video_comments(video_id_list)
|
||||
|
||||
async def search_by_keywords_in_time_range(self, daily_limit: bool):
|
||||
"""
|
||||
Search bilibili video with keywords in a given time range.
|
||||
:param daily_limit: if True, strictly limit the number of notes per day and total.
|
||||
"""
|
||||
utils.logger.info(f"[BilibiliCrawler.search_by_keywords_in_time_range] Begin search with daily_limit={daily_limit}")
|
||||
bili_limit_count = 20
|
||||
start_page = config.START_PAGE
|
||||
|
||||
for keyword in config.KEYWORDS.split(","):
|
||||
source_keyword_var.set(keyword)
|
||||
utils.logger.info(f"[BilibiliCrawler.search_by_keywords_in_time_range] Current search keyword: {keyword}")
|
||||
total_notes_crawled_for_keyword = 0
|
||||
|
||||
for day in pd.date_range(start=config.START_DAY, end=config.END_DAY, freq='D'):
|
||||
if daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] Reached CRAWLER_MAX_NOTES_COUNT limit for keyword '{keyword}', skipping remaining days.")
|
||||
break
|
||||
|
||||
if not daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] Reached CRAWLER_MAX_NOTES_COUNT limit for keyword '{keyword}', skipping remaining days.")
|
||||
break
|
||||
|
||||
pubtime_begin_s, pubtime_end_s = await self.get_pubtime_datetime(start=day.strftime('%Y-%m-%d'), end=day.strftime('%Y-%m-%d'))
|
||||
page = 1
|
||||
notes_count_this_day = 0
|
||||
|
||||
while True:
|
||||
if notes_count_this_day >= config.MAX_NOTES_PER_DAY:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] Reached MAX_NOTES_PER_DAY limit for {day.ctime()}.")
|
||||
break
|
||||
if daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] Reached CRAWLER_MAX_NOTES_COUNT limit for keyword '{keyword}'.")
|
||||
break
|
||||
if not daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
break
|
||||
|
||||
try:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] search bilibili keyword: {keyword}, date: {day.ctime()}, page: {page}")
|
||||
video_id_list: List[str] = []
|
||||
videos_res = await self.bili_client.search_video_by_keyword(
|
||||
keyword=keyword,
|
||||
page=page,
|
||||
page_size=bili_limit_count,
|
||||
order=SearchOrderType.DEFAULT,
|
||||
pubtime_begin_s=pubtime_begin_s,
|
||||
pubtime_end_s=pubtime_end_s
|
||||
)
|
||||
video_list: List[Dict] = videos_res.get("result")
|
||||
|
||||
if not video_list:
|
||||
utils.logger.info(f"[BilibiliCrawler.search] No more videos for '{keyword}' on {day.ctime()}, moving to next day.")
|
||||
break
|
||||
|
||||
semaphore = asyncio.Semaphore(config.MAX_CONCURRENCY_NUM)
|
||||
task_list = [self.get_video_info_task(aid=video_item.get("aid"), bvid="", semaphore=semaphore) for video_item in video_list]
|
||||
video_items = await asyncio.gather(*task_list)
|
||||
|
||||
for video_item in video_items:
|
||||
if video_item:
|
||||
if daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
break
|
||||
if not daily_limit and total_notes_crawled_for_keyword >= config.CRAWLER_MAX_NOTES_COUNT:
|
||||
break
|
||||
if notes_count_this_day >= config.MAX_NOTES_PER_DAY:
|
||||
break
|
||||
notes_count_this_day += 1
|
||||
total_notes_crawled_for_keyword += 1
|
||||
video_id_list.append(video_item.get("View").get("aid"))
|
||||
await bilibili_store.update_bilibili_video(video_item)
|
||||
await bilibili_store.update_up_info(video_item)
|
||||
await self.get_bilibili_video(video_item, semaphore)
|
||||
|
||||
page += 1
|
||||
await self.batch_get_video_comments(video_id_list)
|
||||
|
||||
except Exception as e:
|
||||
utils.logger.error(f"[BilibiliCrawler.search] Error searching on {day.ctime()}: {e}")
|
||||
break
|
||||
|
||||
async def batch_get_video_comments(self, video_id_list: List[str]):
|
||||
"""
|
||||
batch get video comments
|
||||
@@ -273,6 +319,7 @@ class BilibiliCrawler(AbstractCrawler):
|
||||
try:
|
||||
utils.logger.info(
|
||||
f"[BilibiliCrawler.get_comments] begin get video_id: {video_id} comments ...")
|
||||
await asyncio.sleep(random.uniform(0.5, 1.5))
|
||||
await self.bili_client.get_video_all_comments(
|
||||
video_id=video_id,
|
||||
crawl_interval=random.random(),
|
||||
@@ -287,6 +334,8 @@ class BilibiliCrawler(AbstractCrawler):
|
||||
except Exception as e:
|
||||
utils.logger.error(
|
||||
f"[BilibiliCrawler.get_comments] may be been blocked, err:{e}")
|
||||
# Propagate the exception to be caught by the main loop
|
||||
raise
|
||||
|
||||
async def get_creator_videos(self, creator_id: int):
|
||||
"""
|
||||
@@ -477,13 +526,18 @@ class BilibiliCrawler(AbstractCrawler):
|
||||
|
||||
async def close(self):
|
||||
"""Close browser context"""
|
||||
# 如果使用CDP模式,需要特殊处理
|
||||
if self.cdp_manager:
|
||||
await self.cdp_manager.cleanup()
|
||||
self.cdp_manager = None
|
||||
else:
|
||||
await self.browser_context.close()
|
||||
utils.logger.info("[BilibiliCrawler.close] Browser context closed ...")
|
||||
try:
|
||||
# 如果使用CDP模式,需要特殊处理
|
||||
if self.cdp_manager:
|
||||
await self.cdp_manager.cleanup()
|
||||
self.cdp_manager = None
|
||||
elif self.browser_context:
|
||||
await self.browser_context.close()
|
||||
utils.logger.info("[BilibiliCrawler.close] Browser context closed ...")
|
||||
except TargetClosedError:
|
||||
utils.logger.warning("[BilibiliCrawler.close] Browser context was already closed.")
|
||||
except Exception as e:
|
||||
utils.logger.error(f"[BilibiliCrawler.close] An error occurred during close: {e}")
|
||||
|
||||
async def get_bilibili_video(self, video_item: Dict, semaphore: asyncio.Semaphore):
|
||||
"""
|
||||
|
||||
Reference in New Issue
Block a user