ParserFactory.java 15 KB

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  1. package org.dbsyncer.parser;
  2. import org.dbsyncer.cache.CacheService;
  3. import org.dbsyncer.common.event.RowChangedEvent;
  4. import org.dbsyncer.common.model.Result;
  5. import org.dbsyncer.common.util.CollectionUtils;
  6. import org.dbsyncer.common.util.JsonUtil;
  7. import org.dbsyncer.connector.ConnectorFactory;
  8. import org.dbsyncer.connector.ConnectorMapper;
  9. import org.dbsyncer.connector.config.CommandConfig;
  10. import org.dbsyncer.connector.config.ConnectorConfig;
  11. import org.dbsyncer.connector.config.ReaderConfig;
  12. import org.dbsyncer.connector.config.WriterBatchConfig;
  13. import org.dbsyncer.connector.constant.ConnectorConstant;
  14. import org.dbsyncer.connector.enums.ConnectorEnum;
  15. import org.dbsyncer.connector.enums.FilterEnum;
  16. import org.dbsyncer.connector.enums.OperationEnum;
  17. import org.dbsyncer.connector.model.Field;
  18. import org.dbsyncer.connector.model.MetaInfo;
  19. import org.dbsyncer.connector.model.Table;
  20. import org.dbsyncer.listener.enums.QuartzFilterEnum;
  21. import org.dbsyncer.parser.enums.ConvertEnum;
  22. import org.dbsyncer.parser.enums.ParserEnum;
  23. import org.dbsyncer.parser.event.FullRefreshEvent;
  24. import org.dbsyncer.parser.logger.LogService;
  25. import org.dbsyncer.parser.logger.LogType;
  26. import org.dbsyncer.parser.model.*;
  27. import org.dbsyncer.parser.strategy.FlushStrategy;
  28. import org.dbsyncer.parser.strategy.ParserStrategy;
  29. import org.dbsyncer.parser.util.ConvertUtil;
  30. import org.dbsyncer.parser.util.PickerUtil;
  31. import org.dbsyncer.plugin.PluginFactory;
  32. import org.dbsyncer.storage.enums.StorageDataStatusEnum;
  33. import org.json.JSONException;
  34. import org.json.JSONObject;
  35. import org.slf4j.Logger;
  36. import org.slf4j.LoggerFactory;
  37. import org.springframework.beans.factory.annotation.Autowired;
  38. import org.springframework.beans.factory.annotation.Qualifier;
  39. import org.springframework.context.ApplicationContext;
  40. import org.springframework.stereotype.Component;
  41. import org.springframework.util.Assert;
  42. import java.time.Instant;
  43. import java.util.ArrayList;
  44. import java.util.Arrays;
  45. import java.util.List;
  46. import java.util.Map;
  47. import java.util.concurrent.CountDownLatch;
  48. import java.util.concurrent.Executor;
  49. /**
  50. * @author AE86
  51. * @version 1.0.0
  52. * @date 2019/9/29 22:38
  53. */
  54. @Component
  55. public class ParserFactory implements Parser {
  56. private final Logger logger = LoggerFactory.getLogger(getClass());
  57. @Autowired
  58. private ConnectorFactory connectorFactory;
  59. @Autowired
  60. private PluginFactory pluginFactory;
  61. @Autowired
  62. private CacheService cacheService;
  63. @Autowired
  64. private LogService logService;
  65. @Autowired
  66. private FlushStrategy flushStrategy;
  67. @Autowired
  68. @Qualifier("taskExecutor")
  69. private Executor taskExecutor;
  70. @Autowired
  71. private ApplicationContext applicationContext;
  72. @Autowired
  73. private ParserStrategy parserStrategy;
  74. @Override
  75. public ConnectorMapper connect(ConnectorConfig config) {
  76. return connectorFactory.connect(config);
  77. }
  78. @Override
  79. public boolean refreshConnectorConfig(ConnectorConfig config) {
  80. return connectorFactory.refresh(config);
  81. }
  82. @Override
  83. public boolean isAliveConnectorConfig(ConnectorConfig config) {
  84. boolean alive = false;
  85. try {
  86. alive = connectorFactory.isAlive(config);
  87. } catch (Exception e) {
  88. LogType.ConnectorLog logType = LogType.ConnectorLog.FAILED;
  89. logService.log(logType, "%s%s", logType.getName(), e.getMessage());
  90. }
  91. // 断线重连
  92. if (!alive) {
  93. try {
  94. alive = connectorFactory.refresh(config);
  95. } catch (Exception e) {
  96. logger.error(e.getMessage());
  97. }
  98. if (alive) {
  99. logger.info(LogType.ConnectorLog.RECONNECT_SUCCESS.getMessage());
  100. }
  101. }
  102. return alive;
  103. }
  104. @Override
  105. public List<Table> getTable(ConnectorMapper config) {
  106. return connectorFactory.getTable(config);
  107. }
  108. @Override
  109. public MetaInfo getMetaInfo(String connectorId, String tableName) {
  110. Connector connector = getConnector(connectorId);
  111. ConnectorMapper connectorMapper = connectorFactory.connect(connector.getConfig());
  112. MetaInfo metaInfo = connectorFactory.getMetaInfo(connectorMapper, tableName);
  113. if (!CollectionUtils.isEmpty(connector.getTable())) {
  114. for (Table t : connector.getTable()) {
  115. if (t.getName().equals(tableName)) {
  116. metaInfo.setTableType(t.getType());
  117. break;
  118. }
  119. }
  120. }
  121. return metaInfo;
  122. }
  123. @Override
  124. public Map<String, String> getCommand(Mapping mapping, TableGroup tableGroup) {
  125. ConnectorConfig sConnConfig = getConnectorConfig(mapping.getSourceConnectorId());
  126. ConnectorConfig tConnConfig = getConnectorConfig(mapping.getTargetConnectorId());
  127. Table sourceTable = tableGroup.getSourceTable();
  128. Table targetTable = tableGroup.getTargetTable();
  129. Table sTable = new Table(sourceTable.getName(), sourceTable.getType(), new ArrayList<>());
  130. Table tTable = new Table(targetTable.getName(), targetTable.getType(), new ArrayList<>());
  131. List<FieldMapping> fieldMapping = tableGroup.getFieldMapping();
  132. if (!CollectionUtils.isEmpty(fieldMapping)) {
  133. fieldMapping.forEach(m -> {
  134. if (null != m.getSource()) {
  135. sTable.getColumn().add(m.getSource());
  136. }
  137. if (null != m.getTarget()) {
  138. tTable.getColumn().add(m.getTarget());
  139. }
  140. });
  141. }
  142. final CommandConfig sourceConfig = new CommandConfig(sConnConfig.getConnectorType(), sTable, sourceTable, sConnConfig, tableGroup.getFilter());
  143. final CommandConfig targetConfig = new CommandConfig(tConnConfig.getConnectorType(), tTable, targetTable, tConnConfig);
  144. // 获取连接器同步参数
  145. Map<String, String> command = connectorFactory.getCommand(sourceConfig, targetConfig);
  146. return command;
  147. }
  148. @Override
  149. public long getCount(String connectorId, Map<String, String> command) {
  150. ConnectorMapper connectorMapper = connectorFactory.connect(getConnectorConfig(connectorId));
  151. return connectorFactory.getCount(connectorMapper, command);
  152. }
  153. @Override
  154. public Connector parseConnector(String json) {
  155. try {
  156. JSONObject conn = new JSONObject(json);
  157. JSONObject config = (JSONObject) conn.remove("config");
  158. Connector connector = JsonUtil.jsonToObj(conn.toString(), Connector.class);
  159. Assert.notNull(connector, "Connector can not be null.");
  160. String connectorType = config.getString("connectorType");
  161. Class<?> configClass = ConnectorEnum.getConfigClass(connectorType);
  162. ConnectorConfig obj = (ConnectorConfig) JsonUtil.jsonToObj(config.toString(), configClass);
  163. connector.setConfig(obj);
  164. return connector;
  165. } catch (JSONException e) {
  166. logger.error(e.getMessage());
  167. throw new ParserException(e.getMessage());
  168. }
  169. }
  170. @Override
  171. public <T> T parseObject(String json, Class<T> clazz) {
  172. T t = JsonUtil.jsonToObj(json, clazz);
  173. return t;
  174. }
  175. @Override
  176. public List<ConnectorEnum> getConnectorEnumAll() {
  177. return Arrays.asList(ConnectorEnum.values());
  178. }
  179. @Override
  180. public List<OperationEnum> getOperationEnumAll() {
  181. return Arrays.asList(OperationEnum.values());
  182. }
  183. @Override
  184. public List<QuartzFilterEnum> getQuartzFilterEnumAll() {
  185. return Arrays.asList(QuartzFilterEnum.values());
  186. }
  187. @Override
  188. public List<FilterEnum> getFilterEnumAll() {
  189. return Arrays.asList(FilterEnum.values());
  190. }
  191. @Override
  192. public List<ConvertEnum> getConvertEnumAll() {
  193. return Arrays.asList(ConvertEnum.values());
  194. }
  195. @Override
  196. public List<StorageDataStatusEnum> getStorageDataStatusEnumAll() {
  197. return Arrays.asList(StorageDataStatusEnum.values());
  198. }
  199. @Override
  200. public void execute(Task task, Mapping mapping, TableGroup tableGroup) {
  201. final String metaId = task.getId();
  202. final String sourceConnectorId = mapping.getSourceConnectorId();
  203. final String targetConnectorId = mapping.getTargetConnectorId();
  204. ConnectorConfig sConfig = getConnectorConfig(sourceConnectorId);
  205. Assert.notNull(sConfig, "数据源配置不能为空.");
  206. ConnectorConfig tConfig = getConnectorConfig(targetConnectorId);
  207. Assert.notNull(tConfig, "目标源配置不能为空.");
  208. TableGroup group = PickerUtil.mergeTableGroupConfig(mapping, tableGroup);
  209. Map<String, String> command = group.getCommand();
  210. Assert.notEmpty(command, "执行命令不能为空.");
  211. List<FieldMapping> fieldMapping = group.getFieldMapping();
  212. String sTableName = group.getSourceTable().getName();
  213. String tTableName = group.getTargetTable().getName();
  214. Assert.notEmpty(fieldMapping, String.format("数据源表[%s]同步到目标源表[%s], 映射关系不能为空.", sTableName, tTableName));
  215. // 获取同步字段
  216. Picker picker = new Picker(fieldMapping);
  217. // 检查分页参数
  218. Map<String, String> params = getMeta(metaId).getMap();
  219. params.putIfAbsent(ParserEnum.PAGE_INDEX.getCode(), ParserEnum.PAGE_INDEX.getDefaultValue());
  220. int pageSize = mapping.getReadNum();
  221. int batchSize = mapping.getBatchNum();
  222. ConnectorMapper sConnectorMapper = connectorFactory.connect(sConfig);
  223. ConnectorMapper tConnectorMapper = connectorFactory.connect(tConfig);
  224. for (; ; ) {
  225. if (!task.isRunning()) {
  226. logger.warn("任务被中止:{}", metaId);
  227. break;
  228. }
  229. // 1、获取数据源数据
  230. int pageIndex = Integer.parseInt(params.get(ParserEnum.PAGE_INDEX.getCode()));
  231. Result reader = connectorFactory.reader(sConnectorMapper, new ReaderConfig(command, new ArrayList<>(), pageIndex, pageSize));
  232. List<Map> data = reader.getSuccessData();
  233. if (CollectionUtils.isEmpty(data)) {
  234. params.clear();
  235. logger.info("完成全量同步任务:{}, [{}] >> [{}]", metaId, sTableName, tTableName);
  236. break;
  237. }
  238. // 2、映射字段
  239. List<Map> target = picker.pickData(data);
  240. // 3、参数转换
  241. ConvertUtil.convert(group.getConvert(), target);
  242. // 4、插件转换
  243. pluginFactory.convert(group.getPlugin(), data, target);
  244. // 5、写入目标源
  245. Result writer = writeBatch(new BatchWriter(tConnectorMapper, command, sTableName, ConnectorConstant.OPERTION_INSERT, picker.getTargetFields(), target, batchSize));
  246. // 6、更新结果
  247. flush(task, writer);
  248. // 7、判断尾页
  249. if (data.size() < pageSize) {
  250. params.clear();
  251. logger.info("完成全量同步任务:{}, [{}] >> [{}]", metaId, sTableName, tTableName);
  252. break;
  253. }
  254. // 8、更新分页数
  255. params.put(ParserEnum.PAGE_INDEX.getCode(), String.valueOf(++pageIndex));
  256. }
  257. }
  258. @Override
  259. public void execute(Mapping mapping, TableGroup tableGroup, RowChangedEvent event) {
  260. logger.debug("Table[{}] {}, before:{}, after:{}", event.getSourceTableName(), event.getEvent(), event.getBefore(), event.getAfter());
  261. parserStrategy.execute(mapping, tableGroup, event);
  262. }
  263. /**
  264. * 批量写入
  265. *
  266. * @param batchWriter
  267. * @return
  268. */
  269. @Override
  270. public Result writeBatch(BatchWriter batchWriter) {
  271. List<Map> dataList = batchWriter.getDataList();
  272. int batchSize = batchWriter.getBatchSize();
  273. String tableName = batchWriter.getTableName();
  274. String event = batchWriter.getEvent();
  275. Map<String, String> command = batchWriter.getCommand();
  276. List<Field> fields = batchWriter.getFields();
  277. // 总数
  278. int total = dataList.size();
  279. // 单次任务
  280. if (total <= batchSize) {
  281. return connectorFactory.writer(batchWriter.getConnectorMapper(), new WriterBatchConfig(tableName, event, command, fields, dataList));
  282. }
  283. // 批量任务, 拆分
  284. int taskSize = total % batchSize == 0 ? total / batchSize : total / batchSize + 1;
  285. final Result result = new Result();
  286. final CountDownLatch latch = new CountDownLatch(taskSize);
  287. int fromIndex = 0;
  288. int toIndex = batchSize;
  289. for (int i = 0; i < taskSize; i++) {
  290. final List<Map> data;
  291. if (toIndex > total) {
  292. toIndex = fromIndex + (total % batchSize);
  293. data = dataList.subList(fromIndex, toIndex);
  294. } else {
  295. data = dataList.subList(fromIndex, toIndex);
  296. fromIndex += batchSize;
  297. toIndex += batchSize;
  298. }
  299. taskExecutor.execute(() -> {
  300. try {
  301. Result w = connectorFactory.writer(batchWriter.getConnectorMapper(), new WriterBatchConfig(tableName, event, command, fields, data));
  302. result.addSuccessData(w.getSuccessData());
  303. result.addFailData(w.getFailData());
  304. result.getError().append(w.getError());
  305. } catch (Exception e) {
  306. logger.error(e.getMessage());
  307. } finally {
  308. latch.countDown();
  309. }
  310. });
  311. }
  312. try {
  313. latch.await();
  314. } catch (InterruptedException e) {
  315. logger.error(e.getMessage());
  316. }
  317. return result;
  318. }
  319. /**
  320. * 更新缓存
  321. *
  322. * @param task
  323. * @param writer
  324. */
  325. private void flush(Task task, Result writer) {
  326. flushStrategy.flushFullData(task.getId(), writer, ConnectorConstant.OPERTION_INSERT);
  327. // 发布刷新事件给FullExtractor
  328. task.setEndTime(Instant.now().toEpochMilli());
  329. applicationContext.publishEvent(new FullRefreshEvent(applicationContext, task));
  330. }
  331. /**
  332. * 获取Meta(注: 没有bean拷贝, 便于直接更新缓存)
  333. *
  334. * @param metaId
  335. * @return
  336. */
  337. private Meta getMeta(String metaId) {
  338. Assert.hasText(metaId, "Meta id can not be empty.");
  339. Meta meta = cacheService.get(metaId, Meta.class);
  340. Assert.notNull(meta, "Meta can not be null.");
  341. return meta;
  342. }
  343. /**
  344. * 获取连接器
  345. *
  346. * @param connectorId
  347. * @return
  348. */
  349. private Connector getConnector(String connectorId) {
  350. Assert.hasText(connectorId, "Connector id can not be empty.");
  351. Connector conn = cacheService.get(connectorId, Connector.class);
  352. Assert.notNull(conn, "Connector can not be null.");
  353. return conn;
  354. }
  355. /**
  356. * 获取连接配置
  357. *
  358. * @param connectorId
  359. * @return
  360. */
  361. private ConnectorConfig getConnectorConfig(String connectorId) {
  362. return getConnector(connectorId).getConfig();
  363. }
  364. }