context.py 16 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, Dict, List, Optional, Tuple
  9. from trendradar.utils.time import (
  10. DEFAULT_TIMEZONE,
  11. get_configured_time,
  12. format_date_folder,
  13. format_time_filename,
  14. get_current_time_display,
  15. convert_time_for_display,
  16. )
  17. from trendradar.core import (
  18. load_frequency_words,
  19. matches_word_groups,
  20. save_titles_to_file,
  21. read_all_today_titles,
  22. detect_latest_new_titles,
  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.ai import AITranslator
  39. from trendradar.storage import get_storage_manager
  40. class AppContext:
  41. """
  42. 应用上下文类
  43. 封装所有依赖配置的操作,提供统一的接口。
  44. 消除对全局 CONFIG 的依赖,提高可测试性。
  45. 使用示例:
  46. config = load_config()
  47. ctx = AppContext(config)
  48. # 时间操作
  49. now = ctx.get_time()
  50. date_folder = ctx.format_date()
  51. # 存储操作
  52. storage = ctx.get_storage_manager()
  53. # 报告生成
  54. html = ctx.generate_html_report(stats, total_titles, ...)
  55. """
  56. def __init__(self, config: Dict[str, Any]):
  57. """
  58. 初始化应用上下文
  59. Args:
  60. config: 完整的配置字典
  61. """
  62. self.config = config
  63. self._storage_manager = None
  64. # === 配置访问 ===
  65. @property
  66. def timezone(self) -> str:
  67. """获取配置的时区"""
  68. return self.config.get("TIMEZONE", DEFAULT_TIMEZONE)
  69. @property
  70. def rank_threshold(self) -> int:
  71. """获取排名阈值"""
  72. return self.config.get("RANK_THRESHOLD", 50)
  73. @property
  74. def weight_config(self) -> Dict:
  75. """获取权重配置"""
  76. return self.config.get("WEIGHT_CONFIG", {})
  77. @property
  78. def platforms(self) -> List[Dict]:
  79. """获取平台配置列表"""
  80. return self.config.get("PLATFORMS", [])
  81. @property
  82. def platform_ids(self) -> List[str]:
  83. """获取平台ID列表"""
  84. return [p["id"] for p in self.platforms]
  85. @property
  86. def rss_config(self) -> Dict:
  87. """获取 RSS 配置"""
  88. return self.config.get("RSS", {})
  89. @property
  90. def rss_enabled(self) -> bool:
  91. """RSS 是否启用"""
  92. return self.rss_config.get("ENABLED", False)
  93. @property
  94. def rss_feeds(self) -> List[Dict]:
  95. """获取 RSS 源列表"""
  96. return self.rss_config.get("FEEDS", [])
  97. @property
  98. def display_mode(self) -> str:
  99. """获取显示模式 (keyword | platform)"""
  100. return self.config.get("DISPLAY_MODE", "keyword")
  101. @property
  102. def show_new_section(self) -> bool:
  103. """是否显示新增热点区域"""
  104. return self.config.get("DISPLAY", {}).get("REGIONS", {}).get("NEW_ITEMS", True)
  105. @property
  106. def region_order(self) -> List[str]:
  107. """获取区域显示顺序"""
  108. default_order = ["hotlist", "rss", "new_items", "standalone", "ai_analysis"]
  109. return self.config.get("DISPLAY", {}).get("REGION_ORDER", default_order)
  110. # === 时间操作 ===
  111. def get_time(self) -> datetime:
  112. """获取当前配置时区的时间"""
  113. return get_configured_time(self.timezone)
  114. def format_date(self) -> str:
  115. """格式化日期文件夹 (YYYY-MM-DD)"""
  116. return format_date_folder(timezone=self.timezone)
  117. def format_time(self) -> str:
  118. """格式化时间文件名 (HH-MM)"""
  119. return format_time_filename(self.timezone)
  120. def get_time_display(self) -> str:
  121. """获取时间显示 (HH:MM)"""
  122. return get_current_time_display(self.timezone)
  123. @staticmethod
  124. def convert_time_display(time_str: str) -> str:
  125. """将 HH-MM 转换为 HH:MM"""
  126. return convert_time_for_display(time_str)
  127. # === 存储操作 ===
  128. def get_storage_manager(self):
  129. """获取存储管理器(延迟初始化,单例)"""
  130. if self._storage_manager is None:
  131. storage_config = self.config.get("STORAGE", {})
  132. remote_config = storage_config.get("REMOTE", {})
  133. local_config = storage_config.get("LOCAL", {})
  134. pull_config = storage_config.get("PULL", {})
  135. self._storage_manager = get_storage_manager(
  136. backend_type=storage_config.get("BACKEND", "auto"),
  137. data_dir=local_config.get("DATA_DIR", "output"),
  138. enable_txt=storage_config.get("FORMATS", {}).get("TXT", True),
  139. enable_html=storage_config.get("FORMATS", {}).get("HTML", True),
  140. remote_config={
  141. "bucket_name": remote_config.get("BUCKET_NAME", ""),
  142. "access_key_id": remote_config.get("ACCESS_KEY_ID", ""),
  143. "secret_access_key": remote_config.get("SECRET_ACCESS_KEY", ""),
  144. "endpoint_url": remote_config.get("ENDPOINT_URL", ""),
  145. "region": remote_config.get("REGION", ""),
  146. },
  147. local_retention_days=local_config.get("RETENTION_DAYS", 0),
  148. remote_retention_days=remote_config.get("RETENTION_DAYS", 0),
  149. pull_enabled=pull_config.get("ENABLED", False),
  150. pull_days=pull_config.get("DAYS", 7),
  151. timezone=self.timezone,
  152. )
  153. return self._storage_manager
  154. def get_output_path(self, subfolder: str, filename: str) -> str:
  155. """获取输出路径(扁平化结构:output/类型/日期/文件名)"""
  156. output_dir = Path("output") / subfolder / self.format_date()
  157. output_dir.mkdir(parents=True, exist_ok=True)
  158. return str(output_dir / filename)
  159. # === 数据处理 ===
  160. def save_titles(self, results: Dict, id_to_name: Dict, failed_ids: List) -> str:
  161. """保存标题到文件"""
  162. output_path = self.get_output_path("txt", f"{self.format_time()}.txt")
  163. return save_titles_to_file(results, id_to_name, failed_ids, output_path, clean_title)
  164. def read_today_titles(
  165. self, platform_ids: Optional[List[str]] = None, quiet: bool = False
  166. ) -> Tuple[Dict, Dict, Dict]:
  167. """读取当天所有标题"""
  168. return read_all_today_titles(self.get_storage_manager(), platform_ids, quiet=quiet)
  169. def detect_new_titles(
  170. self, platform_ids: Optional[List[str]] = None, quiet: bool = False
  171. ) -> Dict:
  172. """检测最新批次的新增标题"""
  173. return detect_latest_new_titles(self.get_storage_manager(), platform_ids, quiet=quiet)
  174. def is_first_crawl(self) -> bool:
  175. """检测是否是当天第一次爬取"""
  176. return self.get_storage_manager().is_first_crawl_today()
  177. # === 频率词处理 ===
  178. def load_frequency_words(
  179. self, frequency_file: Optional[str] = None
  180. ) -> Tuple[List[Dict], List[str], List[str]]:
  181. """加载频率词配置"""
  182. return load_frequency_words(frequency_file)
  183. def matches_word_groups(
  184. self,
  185. title: str,
  186. word_groups: List[Dict],
  187. filter_words: List[str],
  188. global_filters: Optional[List[str]] = None,
  189. ) -> bool:
  190. """检查标题是否匹配词组规则"""
  191. return matches_word_groups(title, word_groups, filter_words, global_filters)
  192. # === 统计分析 ===
  193. def count_frequency(
  194. self,
  195. results: Dict,
  196. word_groups: List[Dict],
  197. filter_words: List[str],
  198. id_to_name: Dict,
  199. title_info: Optional[Dict] = None,
  200. new_titles: Optional[Dict] = None,
  201. mode: str = "daily",
  202. global_filters: Optional[List[str]] = None,
  203. quiet: bool = False,
  204. ) -> Tuple[List[Dict], int]:
  205. """统计词频"""
  206. return count_word_frequency(
  207. results=results,
  208. word_groups=word_groups,
  209. filter_words=filter_words,
  210. id_to_name=id_to_name,
  211. title_info=title_info,
  212. rank_threshold=self.rank_threshold,
  213. new_titles=new_titles,
  214. mode=mode,
  215. global_filters=global_filters,
  216. weight_config=self.weight_config,
  217. max_news_per_keyword=self.config.get("MAX_NEWS_PER_KEYWORD", 0),
  218. sort_by_position_first=self.config.get("SORT_BY_POSITION_FIRST", False),
  219. is_first_crawl_func=self.is_first_crawl,
  220. convert_time_func=self.convert_time_display,
  221. quiet=quiet,
  222. )
  223. # === 报告生成 ===
  224. def prepare_report(
  225. self,
  226. stats: List[Dict],
  227. failed_ids: Optional[List] = None,
  228. new_titles: Optional[Dict] = None,
  229. id_to_name: Optional[Dict] = None,
  230. mode: str = "daily",
  231. ) -> Dict:
  232. """准备报告数据"""
  233. return prepare_report_data(
  234. stats=stats,
  235. failed_ids=failed_ids,
  236. new_titles=new_titles,
  237. id_to_name=id_to_name,
  238. mode=mode,
  239. rank_threshold=self.rank_threshold,
  240. matches_word_groups_func=self.matches_word_groups,
  241. load_frequency_words_func=self.load_frequency_words,
  242. show_new_section=self.show_new_section,
  243. )
  244. def generate_html(
  245. self,
  246. stats: List[Dict],
  247. total_titles: int,
  248. failed_ids: Optional[List] = None,
  249. new_titles: Optional[Dict] = None,
  250. id_to_name: Optional[Dict] = None,
  251. mode: str = "daily",
  252. update_info: Optional[Dict] = None,
  253. rss_items: Optional[List[Dict]] = None,
  254. rss_new_items: Optional[List[Dict]] = None,
  255. ai_analysis: Optional[Any] = None,
  256. standalone_data: Optional[Dict] = None,
  257. ) -> str:
  258. """生成HTML报告"""
  259. return generate_html_report(
  260. stats=stats,
  261. total_titles=total_titles,
  262. failed_ids=failed_ids,
  263. new_titles=new_titles,
  264. id_to_name=id_to_name,
  265. mode=mode,
  266. update_info=update_info,
  267. rank_threshold=self.rank_threshold,
  268. output_dir="output",
  269. date_folder=self.format_date(),
  270. time_filename=self.format_time(),
  271. render_html_func=lambda *args, **kwargs: self.render_html(*args, rss_items=rss_items, rss_new_items=rss_new_items, ai_analysis=ai_analysis, standalone_data=standalone_data, **kwargs),
  272. matches_word_groups_func=self.matches_word_groups,
  273. load_frequency_words_func=self.load_frequency_words,
  274. )
  275. def render_html(
  276. self,
  277. report_data: Dict,
  278. total_titles: int,
  279. mode: str = "daily",
  280. update_info: Optional[Dict] = None,
  281. rss_items: Optional[List[Dict]] = None,
  282. rss_new_items: Optional[List[Dict]] = None,
  283. ai_analysis: Optional[Any] = None,
  284. standalone_data: Optional[Dict] = None,
  285. ) -> str:
  286. """渲染HTML内容"""
  287. return render_html_content(
  288. report_data=report_data,
  289. total_titles=total_titles,
  290. mode=mode,
  291. update_info=update_info,
  292. region_order=self.region_order,
  293. get_time_func=self.get_time,
  294. rss_items=rss_items,
  295. rss_new_items=rss_new_items,
  296. display_mode=self.display_mode,
  297. ai_analysis=ai_analysis,
  298. show_new_section=self.show_new_section,
  299. standalone_data=standalone_data,
  300. )
  301. # === 通知内容渲染 ===
  302. def render_feishu(
  303. self,
  304. report_data: Dict,
  305. update_info: Optional[Dict] = None,
  306. mode: str = "daily",
  307. ) -> str:
  308. """渲染飞书内容"""
  309. return render_feishu_content(
  310. report_data=report_data,
  311. update_info=update_info,
  312. mode=mode,
  313. separator=self.config.get("FEISHU_MESSAGE_SEPARATOR", "---"),
  314. region_order=self.region_order,
  315. get_time_func=self.get_time,
  316. show_new_section=self.show_new_section,
  317. )
  318. def render_dingtalk(
  319. self,
  320. report_data: Dict,
  321. update_info: Optional[Dict] = None,
  322. mode: str = "daily",
  323. ) -> str:
  324. """渲染钉钉内容"""
  325. return render_dingtalk_content(
  326. report_data=report_data,
  327. update_info=update_info,
  328. mode=mode,
  329. region_order=self.region_order,
  330. get_time_func=self.get_time,
  331. show_new_section=self.show_new_section,
  332. )
  333. def split_content(
  334. self,
  335. report_data: Dict,
  336. format_type: str,
  337. update_info: Optional[Dict] = None,
  338. max_bytes: Optional[int] = None,
  339. mode: str = "daily",
  340. rss_items: Optional[list] = None,
  341. rss_new_items: Optional[list] = None,
  342. ai_content: Optional[str] = None,
  343. standalone_data: Optional[Dict] = None,
  344. ai_stats: Optional[Dict] = None,
  345. report_type: str = "热点分析报告",
  346. ) -> List[str]:
  347. """分批处理消息内容(支持热榜+RSS合并+AI分析+独立展示区)
  348. Args:
  349. report_data: 报告数据
  350. format_type: 格式类型
  351. update_info: 更新信息
  352. max_bytes: 最大字节数
  353. mode: 报告模式
  354. rss_items: RSS 统计条目列表
  355. rss_new_items: RSS 新增条目列表
  356. ai_content: AI 分析内容(已渲染的字符串)
  357. standalone_data: 独立展示区数据
  358. ai_stats: AI 分析统计数据
  359. report_type: 报告类型
  360. Returns:
  361. 分批后的消息内容列表
  362. """
  363. return split_content_into_batches(
  364. report_data=report_data,
  365. format_type=format_type,
  366. update_info=update_info,
  367. max_bytes=max_bytes,
  368. mode=mode,
  369. batch_sizes={
  370. "dingtalk": self.config.get("DINGTALK_BATCH_SIZE", 20000),
  371. "feishu": self.config.get("FEISHU_BATCH_SIZE", 29000),
  372. "default": self.config.get("MESSAGE_BATCH_SIZE", 4000),
  373. },
  374. feishu_separator=self.config.get("FEISHU_MESSAGE_SEPARATOR", "---"),
  375. region_order=self.region_order,
  376. get_time_func=self.get_time,
  377. rss_items=rss_items,
  378. rss_new_items=rss_new_items,
  379. timezone=self.config.get("TIMEZONE", DEFAULT_TIMEZONE),
  380. display_mode=self.display_mode,
  381. ai_content=ai_content,
  382. standalone_data=standalone_data,
  383. rank_threshold=self.rank_threshold,
  384. ai_stats=ai_stats,
  385. report_type=report_type,
  386. show_new_section=self.show_new_section,
  387. )
  388. # === 通知发送 ===
  389. def create_notification_dispatcher(self) -> NotificationDispatcher:
  390. """创建通知调度器"""
  391. # 创建翻译器(如果启用)
  392. translator = None
  393. trans_config = self.config.get("AI_TRANSLATION", {})
  394. if trans_config.get("ENABLED", False):
  395. ai_config = self.config.get("AI", {})
  396. translator = AITranslator(trans_config, ai_config)
  397. return NotificationDispatcher(
  398. config=self.config,
  399. get_time_func=self.get_time,
  400. split_content_func=self.split_content,
  401. translator=translator,
  402. )
  403. def create_push_manager(self) -> PushRecordManager:
  404. """创建推送记录管理器"""
  405. return PushRecordManager(
  406. storage_backend=self.get_storage_manager(),
  407. get_time_func=self.get_time,
  408. )
  409. # === 资源清理 ===
  410. def cleanup(self):
  411. """清理资源"""
  412. if self._storage_manager:
  413. self._storage_manager.cleanup_old_data()
  414. self._storage_manager.cleanup()
  415. self._storage_manager = None