context.py 15 KB

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  1. # coding=utf-8
  2. """
  3. 应用上下文模块
  4. 提供配置上下文类,封装所有依赖配置的操作,消除全局状态和包装函数。
  5. """
  6. from datetime import datetime
  7. from pathlib import Path
  8. from typing import Any, Callable, Dict, List, Optional, Tuple
  9. from trendradar.utils.time import (
  10. get_configured_time,
  11. format_date_folder,
  12. format_time_filename,
  13. get_current_time_display,
  14. convert_time_for_display,
  15. )
  16. from trendradar.core import (
  17. load_frequency_words,
  18. matches_word_groups,
  19. save_titles_to_file,
  20. read_all_today_titles,
  21. detect_latest_new_titles,
  22. is_first_crawl_today,
  23. count_word_frequency,
  24. )
  25. from trendradar.report import (
  26. clean_title,
  27. prepare_report_data,
  28. generate_html_report,
  29. render_html_content,
  30. )
  31. from trendradar.notification import (
  32. render_feishu_content,
  33. render_dingtalk_content,
  34. split_content_into_batches,
  35. NotificationDispatcher,
  36. PushRecordManager,
  37. )
  38. from trendradar.storage import get_storage_manager
  39. class AppContext:
  40. """
  41. 应用上下文类
  42. 封装所有依赖配置的操作,提供统一的接口。
  43. 消除对全局 CONFIG 的依赖,提高可测试性。
  44. 使用示例:
  45. config = load_config()
  46. ctx = AppContext(config)
  47. # 时间操作
  48. now = ctx.get_time()
  49. date_folder = ctx.format_date()
  50. # 存储操作
  51. storage = ctx.get_storage_manager()
  52. # 报告生成
  53. html = ctx.generate_html_report(stats, total_titles, ...)
  54. """
  55. def __init__(self, config: Dict[str, Any]):
  56. """
  57. 初始化应用上下文
  58. Args:
  59. config: 完整的配置字典
  60. """
  61. self.config = config
  62. self._storage_manager = None
  63. # === 配置访问 ===
  64. @property
  65. def timezone(self) -> str:
  66. """获取配置的时区"""
  67. return self.config.get("TIMEZONE", "Asia/Shanghai")
  68. @property
  69. def rank_threshold(self) -> int:
  70. """获取排名阈值"""
  71. return self.config.get("RANK_THRESHOLD", 50)
  72. @property
  73. def weight_config(self) -> Dict:
  74. """获取权重配置"""
  75. return self.config.get("WEIGHT_CONFIG", {})
  76. @property
  77. def platforms(self) -> List[Dict]:
  78. """获取平台配置列表"""
  79. return self.config.get("PLATFORMS", [])
  80. @property
  81. def platform_ids(self) -> List[str]:
  82. """获取平台ID列表"""
  83. return [p["id"] for p in self.platforms]
  84. @property
  85. def rss_config(self) -> Dict:
  86. """获取 RSS 配置"""
  87. return self.config.get("RSS", {})
  88. @property
  89. def rss_enabled(self) -> bool:
  90. """RSS 是否启用"""
  91. return self.rss_config.get("ENABLED", False)
  92. @property
  93. def rss_feeds(self) -> List[Dict]:
  94. """获取 RSS 源列表"""
  95. return self.rss_config.get("FEEDS", [])
  96. @property
  97. def display_mode(self) -> str:
  98. """获取显示模式 (keyword | platform)"""
  99. return self.config.get("DISPLAY_MODE", "keyword")
  100. # === 时间操作 ===
  101. def get_time(self) -> datetime:
  102. """获取当前配置时区的时间"""
  103. return get_configured_time(self.timezone)
  104. def format_date(self) -> str:
  105. """格式化日期文件夹 (YYYY-MM-DD)"""
  106. return format_date_folder(timezone=self.timezone)
  107. def format_time(self) -> str:
  108. """格式化时间文件名 (HH-MM)"""
  109. return format_time_filename(self.timezone)
  110. def get_time_display(self) -> str:
  111. """获取时间显示 (HH:MM)"""
  112. return get_current_time_display(self.timezone)
  113. @staticmethod
  114. def convert_time_display(time_str: str) -> str:
  115. """将 HH-MM 转换为 HH:MM"""
  116. return convert_time_for_display(time_str)
  117. # === 存储操作 ===
  118. def get_storage_manager(self):
  119. """获取存储管理器(延迟初始化,单例)"""
  120. if self._storage_manager is None:
  121. storage_config = self.config.get("STORAGE", {})
  122. remote_config = storage_config.get("REMOTE", {})
  123. local_config = storage_config.get("LOCAL", {})
  124. pull_config = storage_config.get("PULL", {})
  125. self._storage_manager = get_storage_manager(
  126. backend_type=storage_config.get("BACKEND", "auto"),
  127. data_dir=local_config.get("DATA_DIR", "output"),
  128. enable_txt=storage_config.get("FORMATS", {}).get("TXT", True),
  129. enable_html=storage_config.get("FORMATS", {}).get("HTML", True),
  130. remote_config={
  131. "bucket_name": remote_config.get("BUCKET_NAME", ""),
  132. "access_key_id": remote_config.get("ACCESS_KEY_ID", ""),
  133. "secret_access_key": remote_config.get("SECRET_ACCESS_KEY", ""),
  134. "endpoint_url": remote_config.get("ENDPOINT_URL", ""),
  135. "region": remote_config.get("REGION", ""),
  136. },
  137. local_retention_days=local_config.get("RETENTION_DAYS", 0),
  138. remote_retention_days=remote_config.get("RETENTION_DAYS", 0),
  139. pull_enabled=pull_config.get("ENABLED", False),
  140. pull_days=pull_config.get("DAYS", 7),
  141. timezone=self.timezone,
  142. )
  143. return self._storage_manager
  144. def get_output_path(self, subfolder: str, filename: str) -> str:
  145. """获取输出路径"""
  146. output_dir = Path("output") / self.format_date() / subfolder
  147. output_dir.mkdir(parents=True, exist_ok=True)
  148. return str(output_dir / filename)
  149. # === 数据处理 ===
  150. def save_titles(self, results: Dict, id_to_name: Dict, failed_ids: List) -> str:
  151. """保存标题到文件"""
  152. output_path = self.get_output_path("txt", f"{self.format_time()}.txt")
  153. return save_titles_to_file(results, id_to_name, failed_ids, output_path, clean_title)
  154. def read_today_titles(
  155. self, platform_ids: Optional[List[str]] = None, quiet: bool = False
  156. ) -> Tuple[Dict, Dict, Dict]:
  157. """读取当天所有标题"""
  158. return read_all_today_titles(self.get_storage_manager(), platform_ids, quiet=quiet)
  159. def detect_new_titles(
  160. self, platform_ids: Optional[List[str]] = None, quiet: bool = False
  161. ) -> Dict:
  162. """检测最新批次的新增标题"""
  163. return detect_latest_new_titles(self.get_storage_manager(), platform_ids, quiet=quiet)
  164. def is_first_crawl(self) -> bool:
  165. """检测是否是当天第一次爬取"""
  166. return self.get_storage_manager().is_first_crawl_today()
  167. # === 频率词处理 ===
  168. def load_frequency_words(
  169. self, frequency_file: Optional[str] = None
  170. ) -> Tuple[List[Dict], List[str], List[str]]:
  171. """加载频率词配置"""
  172. return load_frequency_words(frequency_file)
  173. def matches_word_groups(
  174. self,
  175. title: str,
  176. word_groups: List[Dict],
  177. filter_words: List[str],
  178. global_filters: Optional[List[str]] = None,
  179. ) -> bool:
  180. """检查标题是否匹配词组规则"""
  181. return matches_word_groups(title, word_groups, filter_words, global_filters)
  182. # === 统计分析 ===
  183. def count_frequency(
  184. self,
  185. results: Dict,
  186. word_groups: List[Dict],
  187. filter_words: List[str],
  188. id_to_name: Dict,
  189. title_info: Optional[Dict] = None,
  190. new_titles: Optional[Dict] = None,
  191. mode: str = "daily",
  192. global_filters: Optional[List[str]] = None,
  193. quiet: bool = False,
  194. ) -> Tuple[List[Dict], int]:
  195. """统计词频"""
  196. return count_word_frequency(
  197. results=results,
  198. word_groups=word_groups,
  199. filter_words=filter_words,
  200. id_to_name=id_to_name,
  201. title_info=title_info,
  202. rank_threshold=self.rank_threshold,
  203. new_titles=new_titles,
  204. mode=mode,
  205. global_filters=global_filters,
  206. weight_config=self.weight_config,
  207. max_news_per_keyword=self.config.get("MAX_NEWS_PER_KEYWORD", 0),
  208. sort_by_position_first=self.config.get("SORT_BY_POSITION_FIRST", False),
  209. is_first_crawl_func=self.is_first_crawl,
  210. convert_time_func=self.convert_time_display,
  211. quiet=quiet,
  212. )
  213. # === 报告生成 ===
  214. def prepare_report(
  215. self,
  216. stats: List[Dict],
  217. failed_ids: Optional[List] = None,
  218. new_titles: Optional[Dict] = None,
  219. id_to_name: Optional[Dict] = None,
  220. mode: str = "daily",
  221. ) -> Dict:
  222. """准备报告数据"""
  223. return prepare_report_data(
  224. stats=stats,
  225. failed_ids=failed_ids,
  226. new_titles=new_titles,
  227. id_to_name=id_to_name,
  228. mode=mode,
  229. rank_threshold=self.rank_threshold,
  230. matches_word_groups_func=self.matches_word_groups,
  231. load_frequency_words_func=self.load_frequency_words,
  232. )
  233. def generate_html(
  234. self,
  235. stats: List[Dict],
  236. total_titles: int,
  237. failed_ids: Optional[List] = None,
  238. new_titles: Optional[Dict] = None,
  239. id_to_name: Optional[Dict] = None,
  240. mode: str = "daily",
  241. is_daily_summary: bool = False,
  242. update_info: Optional[Dict] = None,
  243. rss_items: Optional[List[Dict]] = None,
  244. rss_new_items: Optional[List[Dict]] = None,
  245. ) -> str:
  246. """生成HTML报告"""
  247. return generate_html_report(
  248. stats=stats,
  249. total_titles=total_titles,
  250. failed_ids=failed_ids,
  251. new_titles=new_titles,
  252. id_to_name=id_to_name,
  253. mode=mode,
  254. is_daily_summary=is_daily_summary,
  255. update_info=update_info,
  256. rank_threshold=self.rank_threshold,
  257. output_dir="output",
  258. date_folder=self.format_date(),
  259. time_filename=self.format_time(),
  260. render_html_func=lambda *args, **kwargs: self.render_html(*args, rss_items=rss_items, rss_new_items=rss_new_items, **kwargs),
  261. matches_word_groups_func=self.matches_word_groups,
  262. load_frequency_words_func=self.load_frequency_words,
  263. enable_index_copy=True,
  264. )
  265. def render_html(
  266. self,
  267. report_data: Dict,
  268. total_titles: int,
  269. is_daily_summary: bool = False,
  270. mode: str = "daily",
  271. update_info: Optional[Dict] = None,
  272. rss_items: Optional[List[Dict]] = None,
  273. rss_new_items: Optional[List[Dict]] = None,
  274. ) -> str:
  275. """渲染HTML内容"""
  276. return render_html_content(
  277. report_data=report_data,
  278. total_titles=total_titles,
  279. is_daily_summary=is_daily_summary,
  280. mode=mode,
  281. update_info=update_info,
  282. reverse_content_order=self.config.get("REVERSE_CONTENT_ORDER", False),
  283. get_time_func=self.get_time,
  284. rss_items=rss_items,
  285. rss_new_items=rss_new_items,
  286. display_mode=self.display_mode,
  287. )
  288. # === 通知内容渲染 ===
  289. def render_feishu(
  290. self,
  291. report_data: Dict,
  292. update_info: Optional[Dict] = None,
  293. mode: str = "daily",
  294. ) -> str:
  295. """渲染飞书内容"""
  296. return render_feishu_content(
  297. report_data=report_data,
  298. update_info=update_info,
  299. mode=mode,
  300. separator=self.config.get("FEISHU_MESSAGE_SEPARATOR", "---"),
  301. reverse_content_order=self.config.get("REVERSE_CONTENT_ORDER", False),
  302. get_time_func=self.get_time,
  303. )
  304. def render_dingtalk(
  305. self,
  306. report_data: Dict,
  307. update_info: Optional[Dict] = None,
  308. mode: str = "daily",
  309. ) -> str:
  310. """渲染钉钉内容"""
  311. return render_dingtalk_content(
  312. report_data=report_data,
  313. update_info=update_info,
  314. mode=mode,
  315. reverse_content_order=self.config.get("REVERSE_CONTENT_ORDER", False),
  316. get_time_func=self.get_time,
  317. )
  318. def split_content(
  319. self,
  320. report_data: Dict,
  321. format_type: str,
  322. update_info: Optional[Dict] = None,
  323. max_bytes: Optional[int] = None,
  324. mode: str = "daily",
  325. rss_items: Optional[list] = None,
  326. rss_new_items: Optional[list] = None,
  327. ai_content: Optional[str] = None,
  328. standalone_data: Optional[Dict] = None,
  329. ai_stats: Optional[Dict] = None,
  330. report_type: str = "热点分析报告",
  331. ) -> List[str]:
  332. """分批处理消息内容(支持热榜+RSS合并+AI分析+独立展示区)
  333. Args:
  334. report_data: 报告数据
  335. format_type: 格式类型
  336. update_info: 更新信息
  337. max_bytes: 最大字节数
  338. mode: 报告模式
  339. rss_items: RSS 统计条目列表
  340. rss_new_items: RSS 新增条目列表
  341. ai_content: AI 分析内容(已渲染的字符串)
  342. standalone_data: 独立展示区数据
  343. ai_stats: AI 分析统计数据
  344. report_type: 报告类型
  345. Returns:
  346. 分批后的消息内容列表
  347. """
  348. return split_content_into_batches(
  349. report_data=report_data,
  350. format_type=format_type,
  351. update_info=update_info,
  352. max_bytes=max_bytes,
  353. mode=mode,
  354. batch_sizes={
  355. "dingtalk": self.config.get("DINGTALK_BATCH_SIZE", 20000),
  356. "feishu": self.config.get("FEISHU_BATCH_SIZE", 29000),
  357. "default": self.config.get("MESSAGE_BATCH_SIZE", 4000),
  358. },
  359. feishu_separator=self.config.get("FEISHU_MESSAGE_SEPARATOR", "---"),
  360. reverse_content_order=self.config.get("REVERSE_CONTENT_ORDER", False),
  361. get_time_func=self.get_time,
  362. rss_items=rss_items,
  363. rss_new_items=rss_new_items,
  364. timezone=self.config.get("TIMEZONE", "Asia/Shanghai"),
  365. display_mode=self.display_mode,
  366. ai_content=ai_content,
  367. standalone_data=standalone_data,
  368. rank_threshold=self.rank_threshold,
  369. ai_stats=ai_stats,
  370. report_type=report_type,
  371. )
  372. # === 通知发送 ===
  373. def create_notification_dispatcher(self) -> NotificationDispatcher:
  374. """创建通知调度器"""
  375. return NotificationDispatcher(
  376. config=self.config,
  377. get_time_func=self.get_time,
  378. split_content_func=self.split_content,
  379. )
  380. def create_push_manager(self) -> PushRecordManager:
  381. """创建推送记录管理器"""
  382. return PushRecordManager(
  383. storage_backend=self.get_storage_manager(),
  384. get_time_func=self.get_time,
  385. )
  386. # === 资源清理 ===
  387. def cleanup(self):
  388. """清理资源"""
  389. if self._storage_manager:
  390. self._storage_manager.cleanup_old_data()
  391. self._storage_manager.cleanup()
  392. self._storage_manager = None