AnalyticsService.java 11 KB

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  1. package com.pharmacopoeia.service;
  2. import com.pharmacopoeia.entity.UserEvent;
  3. import com.pharmacopoeia.repository.UserEventRepository;
  4. import jakarta.persistence.criteria.Predicate;
  5. import org.slf4j.Logger;
  6. import org.slf4j.LoggerFactory;
  7. import org.springframework.data.domain.Page;
  8. import org.springframework.data.domain.PageRequest;
  9. import org.springframework.data.domain.Sort;
  10. import org.springframework.data.jpa.domain.Specification;
  11. import org.springframework.scheduling.annotation.Async;
  12. import org.springframework.stereotype.Service;
  13. import java.time.Instant;
  14. import java.time.LocalDate;
  15. import java.time.ZoneOffset;
  16. import java.util.ArrayList;
  17. import java.util.LinkedHashMap;
  18. import java.util.List;
  19. import java.util.Map;
  20. import java.util.stream.Collectors;
  21. @Service
  22. public class AnalyticsService {
  23. private static final Logger log = LoggerFactory.getLogger(AnalyticsService.class);
  24. private static final Instant FAR_FUTURE = Instant.parse("2099-12-31T23:59:59Z");
  25. private final UserEventRepository repo;
  26. public AnalyticsService(UserEventRepository repo) {
  27. this.repo = repo;
  28. }
  29. @Async
  30. public void saveEvent(
  31. final String userKey,
  32. final String eventType,
  33. @SuppressWarnings("rawtypes") final Map eventData,
  34. final String pageUrl,
  35. final String referrer,
  36. final String ip,
  37. final String userAgent) {
  38. try {
  39. // Truncate data to avoid sql errors when user-agent is longer than the column, etc.
  40. UserEvent event = UserEvent.builder()
  41. .userKey(trunc(userKey, 128))
  42. .eventType(trunc(eventType, 64))
  43. .eventData(eventData != null ? eventData : Map.of())
  44. .pageUrl(trunc(pageUrl, 512))
  45. .referrer(trunc(referrer, 512))
  46. .ip(trunc(ip, 64))
  47. .userAgent(trunc(userAgent, 512))
  48. .build();
  49. repo.save(event);
  50. } catch (Exception e) {
  51. log.warn("埋点写入失败: type={}, error={}", eventType, e.getMessage());
  52. }
  53. }
  54. private static String trunc(String s, int max) {
  55. if (s == null) return null;
  56. return s.length() <= max ? s : s.substring(0, max);
  57. }
  58. // ==================== 埋点事件列表 ====================
  59. public Map<String, Object> queryEvents(String eventType, String startDate, String endDate,
  60. int page, int pageSize) {
  61. Instant startTime = parseDate(startDate) != null ? parseDate(startDate) : Instant.EPOCH;
  62. Instant endTime = endDate != null && !endDate.isBlank()
  63. ? LocalDate.parse(endDate).plusDays(1).atStartOfDay(ZoneOffset.UTC).toInstant()
  64. : FAR_FUTURE;
  65. Specification<UserEvent> spec = buildTimeSpec(eventType, startTime, endTime);
  66. var pageable = PageRequest.of(page - 1, pageSize, Sort.by(Sort.Direction.DESC, "createdAt"));
  67. var result = repo.findAll(spec, pageable);
  68. List<Map<String, Object>> items = result.getContent().stream()
  69. .map(e -> {
  70. Map<String, Object> m = new LinkedHashMap<>();
  71. m.put("id", e.getId());
  72. m.put("event_type", e.getEventType());
  73. m.put("user_key", e.getUserKey());
  74. m.put("page_url", e.getPageUrl());
  75. m.put("ip", e.getIp());
  76. m.put("created_at", e.getCreatedAt());
  77. return m;
  78. })
  79. .collect(Collectors.toList());
  80. Map<String, Object> response = new LinkedHashMap<>();
  81. response.put("items", items);
  82. response.put("total", result.getTotalElements());
  83. response.put("page", page);
  84. response.put("page_size", pageSize);
  85. return response;
  86. }
  87. public Map<String, Object> getEventDetail(long id) {
  88. var opt = repo.findById(id);
  89. if (opt.isEmpty()) return Map.of();
  90. var e = opt.get();
  91. Map<String, Object> m = new LinkedHashMap<>();
  92. m.put("id", e.getId());
  93. m.put("user_key", e.getUserKey());
  94. m.put("event_type", e.getEventType());
  95. m.put("event_data", e.getEventData());
  96. m.put("page_url", e.getPageUrl());
  97. m.put("referrer", e.getReferrer());
  98. m.put("ip", e.getIp());
  99. m.put("user_agent", e.getUserAgent());
  100. m.put("created_at", e.getCreatedAt());
  101. return m;
  102. }
  103. // ==================== 概览数字 ====================
  104. /**
  105. * 统计概览
  106. * @param range today | yesterday | week | total | custom
  107. * @param startDate custom 的起始日期(yyyy-MM-dd),仅 range=custom 时生效
  108. * @param endDate custom 的结束日期(yyyy-MM-dd),仅 range=custom 时生效
  109. */
  110. public Map<String, Object> queryOverview(String range, String startDate, String endDate) {
  111. if (range == null || range.isBlank()) {
  112. range = "total";
  113. }
  114. Instant todayStart = parseDate(LocalDate.now().toString());
  115. Instant todayEnd = LocalDate.now().plusDays(1).atStartOfDay(ZoneOffset.UTC).toInstant();
  116. Instant startTime;
  117. Instant endTime;
  118. String label;
  119. switch (range) {
  120. case "today":
  121. startTime = todayStart;
  122. endTime = todayEnd;
  123. label = "today";
  124. break;
  125. case "yesterday":
  126. startTime = todayStart.minus(1, java.time.temporal.ChronoUnit.DAYS);
  127. endTime = todayStart;
  128. label = "yesterday";
  129. break;
  130. case "week":
  131. startTime = todayStart.minus(6, java.time.temporal.ChronoUnit.DAYS);
  132. endTime = todayEnd;
  133. label = "week";
  134. break;
  135. case "custom":
  136. Instant customStart = startDate != null ? parseDate(startDate) : Instant.EPOCH;
  137. Instant customEnd = endDate != null
  138. ? LocalDate.parse(endDate).plusDays(1).atStartOfDay(ZoneOffset.UTC).toInstant()
  139. : FAR_FUTURE;
  140. startTime = customStart != null ? customStart : Instant.EPOCH;
  141. endTime = customEnd;
  142. label = "custom";
  143. break;
  144. default: // "total"
  145. startTime = Instant.EPOCH;
  146. endTime = FAR_FUTURE;
  147. label = "total";
  148. }
  149. Map<String, Object> overview = new LinkedHashMap<>();
  150. overview.put("range", label);
  151. overview.put("total_events", repo.countTotal(startTime, endTime));
  152. overview.put("active_users", repo.countDistinctUsers(startTime, endTime));
  153. overview.put("unique_ips", repo.countDistinctIps(startTime, endTime));
  154. overview.put("page_views", repo.countByType("page_view", startTime, endTime));
  155. overview.put("searches", repo.countByType("search", startTime, endTime));
  156. overview.put("ai_qa", repo.countByType("chat", startTime, endTime));
  157. return overview;
  158. }
  159. // ==================== 维度分页统计 ====================
  160. /** 分页维度统计:ip / url / type / user / user_ip */
  161. public Map<String, Object> queryDimension(String dimension, String startDate, String endDate,
  162. int page, int pageSize) {
  163. Instant startTime = parseDate(startDate) != null ? parseDate(startDate) : Instant.EPOCH;
  164. Instant endTime = endDate != null && !endDate.isBlank()
  165. ? LocalDate.parse(endDate).plusDays(1).atStartOfDay(ZoneOffset.UTC).toInstant()
  166. : FAR_FUTURE;
  167. Page<Object[]> result;
  168. switch (dimension != null ? dimension : "") {
  169. case "ip":
  170. result = repo.countByIpPaged(startTime, endTime,
  171. PageRequest.of(page - 1, pageSize));
  172. break;
  173. case "url":
  174. result = repo.countByPageUrlPaged(startTime, endTime,
  175. PageRequest.of(page - 1, pageSize));
  176. break;
  177. case "type":
  178. result = repo.countByEventTypePaged(startTime, endTime,
  179. PageRequest.of(page - 1, pageSize));
  180. break;
  181. case "user":
  182. result = repo.countByUserKeyPaged(startTime, endTime,
  183. PageRequest.of(page - 1, pageSize));
  184. break;
  185. case "user_ip":
  186. result = repo.countByUserIpPaged(startTime, endTime,
  187. PageRequest.of(page - 1, pageSize));
  188. break;
  189. default:
  190. return Map.of();
  191. }
  192. List<Map<String, Object>> items = mapResult(result.getContent(), dimension);
  193. Map<String, Object> response = new LinkedHashMap<>();
  194. response.put("dimension", dimension);
  195. response.put("items", items);
  196. response.put("total", result.getTotalElements());
  197. response.put("page", page);
  198. response.put("page_size", pageSize);
  199. return response;
  200. }
  201. private List<Map<String, Object>> mapResult(List<Object[]> rows, String dimension) {
  202. return rows.stream()
  203. .map(row -> {
  204. Map<String, Object> m = new LinkedHashMap<>();
  205. if ("user_ip".equals(dimension)) {
  206. m.put("user_key", row[0] != null ? row[0] : "");
  207. m.put("ip", row[1] != null ? row[1] : "");
  208. m.put("count", (Long) row[2]);
  209. } else {
  210. m.put("key", row[0] != null ? row[0] : "");
  211. m.put("count", (Long) row[1]);
  212. }
  213. return m;
  214. })
  215. .collect(Collectors.toList());
  216. }
  217. // ==================== Event Types ====================
  218. /** Return all distinct event types for frontend switching */
  219. public List<String> getEventTypes() {
  220. return repo.findDistinctEventTypes();
  221. }
  222. // ==================== Helpers ====================
  223. private Specification<UserEvent> buildTimeSpec(String eventType, Instant startTime, Instant endTime) {
  224. return (root, query, cb) -> {
  225. List<Predicate> predicates = new ArrayList<>();
  226. if (eventType != null && !eventType.isBlank()) {
  227. predicates.add(cb.equal(root.get("eventType"), eventType));
  228. }
  229. predicates.add(cb.greaterThanOrEqualTo(root.get("createdAt"), startTime));
  230. predicates.add(cb.lessThan(root.get("createdAt"), endTime));
  231. return cb.and(predicates.toArray(new Predicate[0]));
  232. };
  233. }
  234. private Instant parseDate(String date) {
  235. if (date == null || date.isBlank()) return null;
  236. return LocalDate.parse(date).atStartOfDay(ZoneOffset.UTC).toInstant();
  237. }
  238. }