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package com.dashboard.aws.lambda.service;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.sql.*;
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import java.time.LocalDate;
import java.time.ZoneId;
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import java.util.*;
public class MySQLService {
private static final Logger logger = LoggerFactory.getLogger(MySQLService.class);
private static final String MYSQL_URL = System.getenv("DB_URL"); // 统一实例URL
private static final String DB_USER = System.getenv("DB_USER");
private static final String DB_PASSWORD = System.getenv("DB_PASSWORD");
private static final String batchSizeEnv = System.getenv("BATCH_SIZE");
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/**
* 获取符合条件的企业ID
*/
// public List<Long> getActiveCompanyIds() throws SQLException {
// String sql = """
// SELECT id FROM data_center_new.basic_company
// WHERE flag != 1
// AND (parent_id = -1 OR parent_id = 1)
// """;
//
// try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
// PreparedStatement ps = conn.prepareStatement(sql);
// ResultSet rs = ps.executeQuery()) {
//
// List<Long> ids = new ArrayList<>();
// while (rs.next()) {
// ids.add(rs.getLong("id"));
// }
// return ids;
// }
// }
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public List<Map<String, Object>> queryOldData(String schema, String table, long startTs, long endTs) throws SQLException {
String sql = String.format("SELECT * FROM %s.%s WHERE upload_at >= ? AND upload_at < ?", schema, table);
logger.info("query sql: {}, start: {}, end: {}", sql, startTs, endTs);
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try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
PreparedStatement ps = conn.prepareStatement(sql)) {
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ps.setLong(1, startTs);
ps.setLong(2, endTs);
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ResultSet rs = ps.executeQuery();
ResultSetMetaData meta = rs.getMetaData();
List<Map<String, Object>> list = new ArrayList<>();
while (rs.next()) {
Map<String, Object> row = new LinkedHashMap<>();
for (int i = 1; i <= meta.getColumnCount(); i++) {
row.put(meta.getColumnName(i), rs.getObject(i));
}
list.add(row);
}
return list;
}
}
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public void deleteOldData(String schema, String table, long startTs, long endTs) throws SQLException {
String sql = String.format("DELETE FROM %s.%s WHERE upload_at >= ? AND upload_at < ?", schema, table);
logger.info("deleteOldData sql: {}, start: {}, end: {}", sql, startTs, endTs);
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try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
PreparedStatement ps = conn.prepareStatement(sql)) {
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ps.setLong(1, startTs);
ps.setLong(2, endTs);
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int deleted = ps.executeUpdate();
logger.info("[{}.{}] 删除 {} 条记录", schema, table, deleted);
}
}
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public int insertRows(String schema, String table, List<Map<String, String>> rows) throws SQLException {
if (rows == null || rows.isEmpty()) return 0;
Map<String, String> first = rows.get(0);
List<String> columns = new ArrayList<>(first.keySet());
String columnStr = String.join(",", columns);
String placeholders = String.join(",", Collections.nCopies(columns.size(), "?"));
String sql = String.format("INSERT INTO %s.%s (%s) VALUES (%s)", schema, table, columnStr, placeholders);
// 从环境变量读取批量大小,默认5000
int batchSize = 5000;
if (batchSizeEnv != null && !batchSizeEnv.trim().isEmpty()) {
try {
batchSize = Integer.parseInt(batchSizeEnv.trim());
} catch (NumberFormatException e) {
logger.warn("Invalid BATCH_SIZE: {}, using default 5000", batchSizeEnv);
}
}
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int total = 0;
int totalBatches = (rows.size() + batchSize - 1) / batchSize;
// 优化:使用rewriteBatchedStatements提高性能
try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
PreparedStatement ps = conn.prepareStatement(sql)) {
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// 关闭自动提交,手动控制事务
conn.setAutoCommit(false);
try {
// 分批处理
for (int batchIndex = 0; batchIndex < totalBatches; batchIndex++) {
int start = batchIndex * batchSize;
int end = Math.min(start + batchSize, rows.size());
List<Map<String, String>> batch = rows.subList(start, end);
int batchNumber = batchIndex + 1;
// 尝试插入当前批次,最多重试2次
boolean batchSuccess = false;
int retryCount = 0;
int maxRetries = 2;
int batchInserted = 0;
while (!batchSuccess && retryCount <= maxRetries) {
try {
// 清空之前的批次
ps.clearBatch();
// 添加当前批次的所有行
for (Map<String, String> row : batch) {
for (int i = 0; i < columns.size(); i++) {
ps.setString(i + 1, row.getOrDefault(columns.get(i), null));
}
ps.addBatch();
}
// 执行批量插入
int[] results = ps.executeBatch();
batchInserted = 0;
for (int r : results) {
batchInserted += r;
}
// 提交当前批次事务,每个批次独立事务,失败不影响其他批次
conn.commit();
total += batchInserted;
batchSuccess = true;
if (retryCount == 0) {
logger.info("[{}][{}] Batch {}/{} inserted {} records, total: {}",
schema, table, batchNumber, totalBatches, batchInserted, total);
} else {
logger.info("[{}][{}] Batch {}/{} inserted {} records (retry {}), total: {}",
schema, table, batchNumber, totalBatches, batchInserted, retryCount, total);
}
} catch (Exception e) {
// 回滚当前批次
conn.rollback();
retryCount++;
if (retryCount > maxRetries) {
logger.error("[{}][{}] Batch {}/{} failed after {} retries, stopping at this batch",
schema, table, batchNumber, totalBatches, maxRetries, e);
// 不抛出异常,返回已成功插入的总行数
return total;
} else {
logger.warn("[{}][{}] Batch {}/{} failed, retry {}/{}",
schema, table, batchNumber, totalBatches, retryCount, maxRetries, e);
}
// 回滚的话,停一下休眠20ms
try {
Thread.sleep(20);
} catch (InterruptedException e2) {
Thread.currentThread().interrupt();
}
}
}
// 批次间隔:sleep 15ms,给实时写入留时间窗口,平滑IO压力
if (batchIndex < totalBatches - 1) {
try {
Thread.sleep(15);
} catch (InterruptedException e) {
Thread.currentThread().interrupt();
}
}
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}
logger.info("[{}][{}] All batches completed, total inserted: {}", schema, table, total);
} finally {
// 恢复自动提交
conn.setAutoCommit(true);
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}
}
return total;
}
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public int deleteBeforeDate(String schema, String table, LocalDate fileDate) {
// 转换为东京时区当天 00:00:00 的毫秒级时间戳
long cutoffUploadAt = fileDate.atStartOfDay(ZoneId.of("Asia/Tokyo"))
.toInstant()
.toEpochMilli();
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String sql = String.format(
"DELETE FROM %s.%s WHERE upload_at < ?",
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schema, table
);
logger.info("deleteBeforeDate sql: {}, cutoffUploadAt:{}", sql, cutoffUploadAt);
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try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
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PreparedStatement ps = conn.prepareStatement(sql)) {
ps.setLong(1, cutoffUploadAt);
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int deleted = ps.executeUpdate();
logger.info("deleteBeforeDate: schema={}, table={}, cutoffUploadAt={}, deleted={}", schema, table, cutoffUploadAt, deleted);
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return deleted;
} catch (SQLException e) {
logger.error("deleteBeforeDate failed for {}/{} cutoffUploadAt={}", schema, table, cutoffUploadAt, e);
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return 0;
}
}
/**
* 根据ID列表批量删除数据
* 使用IN语句一次性删除提高效率
*/
public void deleteByIds(String schema, String table, List<Long> ids) throws SQLException {
if (ids == null || ids.isEmpty()) {
return;
}
int batchSize = 1000;
int totalDeleted = 0;
// 分批删除,每批1000个ID
for (int i = 0; i < ids.size(); i += batchSize) {
int end = Math.min(i + batchSize, ids.size());
List<Long> batchIds = ids.subList(i, end);
// 构建IN子句的占位符字符串:?, ?, ?, ...
String placeholders = String.join(",", Collections.nCopies(batchIds.size(), "?"));
String sql = String.format("DELETE FROM %s.%s WHERE id IN (%s)", schema, table, placeholders);
// logger.info("deleteByIds sql: {}, batch ids count: {}", sql, batchIds.size());
try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
PreparedStatement ps = conn.prepareStatement(sql)) {
// 逐个设置ID参数值
for (int j = 0; j < batchIds.size(); j++) {
ps.setLong(j + 1, batchIds.get(j));
}
int deleted = ps.executeUpdate();
totalDeleted += deleted;
logger.info("[{}.{}] 批次删除 {} 条记录,累计 {} 条", schema, table, deleted, totalDeleted);
}
// 每批之间稍作停顿,减少锁冲突
if (i + batchSize < ids.size()) {
try {
Thread.sleep(20);
} catch (InterruptedException e) {
Thread.currentThread().interrupt();
}
}
}
logger.info("[{}.{}] 总删除 {} 条记录", schema, table, totalDeleted);
}
/**
* 查询ID大于指定值的前N条数据 id 升序
* 用于分页分批处理数据
* @param lastId 上次处理的最大ID不包含为null时从第一条开始查询
*/
public List<Map<String, Object>> queryFirstNByIdGreaterThan(String schema, String table, int limit, Long lastId) throws SQLException {
String sql;
if (lastId == null) {
// 第一次查询
sql = String.format("SELECT * FROM %s.%s ORDER BY id ASC LIMIT ?", schema, table);
} else {
// 后续查询,从上次之后开始
sql = String.format("SELECT * FROM %s.%s WHERE id > ? ORDER BY id ASC LIMIT ?", schema, table);
}
logger.info("queryFirstNByIdGreaterThan sql: {}, limit: {}, lastId: {}",
sql, limit, lastId);
try (Connection conn = DriverManager.getConnection(MYSQL_URL, DB_USER, DB_PASSWORD);
PreparedStatement ps = conn.prepareStatement(sql)) {
int paramIndex = 1;
if (lastId != null) {
ps.setLong(paramIndex++, lastId);
}
ps.setInt(paramIndex, limit);
ResultSet rs = ps.executeQuery();
ResultSetMetaData meta = rs.getMetaData();
List<Map<String, Object>> list = new ArrayList<>();
// 将结果集转换为Map列表
while (rs.next()) {
Map<String, Object> row = new LinkedHashMap<>();
for (int i = 1; i <= meta.getColumnCount(); i++) {
row.put(meta.getColumnName(i), rs.getObject(i));
}
list.add(row);
}
return list;
}
}
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}