package com.zy.ai.service.impl;
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import com.alibaba.fastjson.JSON;
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import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
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import com.zy.ai.domain.autotune.AutoTuneJobStatus;
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import com.zy.ai.domain.autotune.AutoTuneTriggerType;
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import com.zy.ai.entity.AiAutoTuneJob;
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import com.zy.ai.service.AiAutoTuneJobService;
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import com.zy.ai.service.AutoTuneAgentService;
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import com.zy.ai.service.AutoTuneCoordinatorService;
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import com.zy.asrs.entity.WrkMast;
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import com.zy.asrs.service.WrkMastService;
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import com.zy.common.utils.RedisUtil;
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import com.zy.core.enums.RedisKeyType;
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import com.zy.core.enums.WrkStsType;
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import com.zy.system.entity.OperateLog;
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import com.zy.system.service.ConfigService;
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import com.zy.system.service.OperateLogService;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.stereotype.Service;
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import java.util.Arrays;
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import java.util.Date;
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import java.util.LinkedHashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.UUID;
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@Slf4j
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@Service("autoTuneCoordinatorService")
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@RequiredArgsConstructor
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public class AutoTuneCoordinatorServiceImpl implements AutoTuneCoordinatorService {
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private static final String CONFIG_ENABLED = "aiAutoTuneEnabled";
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private static final String CONFIG_INTERVAL_MINUTES = "aiAutoTuneIntervalMinutes";
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private static final String DEFAULT_ENABLED = "N";
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private static final int DEFAULT_INTERVAL_MINUTES = 10;
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private static final int MIN_INTERVAL_MINUTES = 5;
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private static final int MAX_INTERVAL_MINUTES = 60;
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private static final int RUNNING_LOCK_SECONDS = 20 * 60;
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private static final long SYSTEM_USER_ID = 9527L;
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private static final List<Long> FINAL_WRK_STS_LIST = Arrays.asList(
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WrkStsType.COMPLETE_INBOUND.sts,
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WrkStsType.SETTLE_INBOUND.sts,
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WrkStsType.COMPLETE_OUTBOUND.sts,
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WrkStsType.SETTLE_OUTBOUND.sts,
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WrkStsType.COMPLETE_LOC_MOVE.sts,
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WrkStsType.COMPLETE_CRN_MOVE.sts
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);
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private final ConfigService configService;
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private final WrkMastService wrkMastService;
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private final AiAutoTuneJobService aiAutoTuneJobService;
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private final AutoTuneAgentService autoTuneAgentService;
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private final RedisUtil redisUtil;
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private final OperateLogService operateLogService;
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@Override
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public AutoTuneCoordinatorResult runAutoTuneIfEligible() {
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if (!isEnabled()) {
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return AutoTuneCoordinatorResult.skipped("disabled");
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}
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int intervalMinutes = resolveIntervalMinutes();
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if (!hasActiveTasks()) {
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return AutoTuneCoordinatorResult.skipped("no_active_tasks");
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}
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if (isLastTriggerGuardActive()) {
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return AutoTuneCoordinatorResult.skipped("last_trigger_guard_active");
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}
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AiAutoTuneJob latestSuccessfulJob = latestSuccessfulAutoJob();
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if (!isIntervalReached(latestSuccessfulJob, intervalMinutes)) {
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return AutoTuneCoordinatorResult.skipped("interval_not_reached");
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}
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String lockKey = RedisKeyType.AI_AUTO_TUNE_RUNNING_LOCK.key;
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String lockToken = UUID.randomUUID().toString();
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if (!redisUtil.trySetStringIfAbsent(lockKey, lockToken, RUNNING_LOCK_SECONDS)) {
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return AutoTuneCoordinatorResult.skipped("running_lock_not_acquired");
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}
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AutoTuneAgentService.AutoTuneAgentResult agentResult = null;
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markLastTriggerGuard(intervalMinutes);
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try {
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agentResult = autoTuneAgentService.runAutoTune(AutoTuneTriggerType.AUTO.getCode());
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safeWriteOperateLog(agentResult);
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return AutoTuneCoordinatorResult.triggered(agentResult);
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} catch (Exception exception) {
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log.error("Auto tune coordinator failed to run agent", exception);
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agentResult = failedAgentResult(exception);
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safeWriteOperateLog(agentResult);
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return AutoTuneCoordinatorResult.triggered(agentResult);
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} finally {
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redisUtil.compareAndDelete(lockKey, lockToken);
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}
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}
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private boolean isEnabled() {
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String enabled = configService.getConfigValue(CONFIG_ENABLED, DEFAULT_ENABLED);
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if (enabled == null) {
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return false;
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}
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String normalized = enabled.trim();
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return "Y".equalsIgnoreCase(normalized)
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|| "true".equalsIgnoreCase(normalized)
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|| "1".equals(normalized);
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}
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private int resolveIntervalMinutes() {
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String value = configService.getConfigValue(CONFIG_INTERVAL_MINUTES, String.valueOf(DEFAULT_INTERVAL_MINUTES));
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try {
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int intervalMinutes = Integer.parseInt(value.trim());
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if (intervalMinutes < MIN_INTERVAL_MINUTES || intervalMinutes > MAX_INTERVAL_MINUTES) {
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return DEFAULT_INTERVAL_MINUTES;
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}
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return intervalMinutes;
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} catch (Exception exception) {
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return DEFAULT_INTERVAL_MINUTES;
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}
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}
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private boolean hasActiveTasks() {
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QueryWrapper<WrkMast> queryWrapper = new QueryWrapper<>();
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queryWrapper.and(wrapper -> wrapper.notIn("wrk_sts", FINAL_WRK_STS_LIST).or().isNull("wrk_sts"));
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return wrkMastService.count(queryWrapper) > 0;
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}
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private boolean isLastTriggerGuardActive() {
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Object guardValue = redisUtil.get(RedisKeyType.AI_AUTO_TUNE_LAST_TRIGGER_GUARD.key);
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return guardValue != null;
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}
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private AiAutoTuneJob latestSuccessfulAutoJob() {
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QueryWrapper<AiAutoTuneJob> queryWrapper = new QueryWrapper<>();
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queryWrapper.eq("status", AutoTuneJobStatus.SUCCESS.getCode());
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queryWrapper.eq("trigger_type", AutoTuneTriggerType.AUTO.getCode());
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queryWrapper.last("order by coalesce(finish_time, create_time) desc limit 1");
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List<AiAutoTuneJob> jobs = aiAutoTuneJobService.list(queryWrapper);
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if (jobs == null || jobs.isEmpty()) {
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return null;
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}
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return jobs.get(0);
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}
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private boolean isIntervalReached(AiAutoTuneJob latestSuccessfulJob, int intervalMinutes) {
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if (latestSuccessfulJob == null) {
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return true;
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}
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Date latestFinishTime = latestSuccessfulJob.getFinishTime();
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if (latestFinishTime == null) {
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latestFinishTime = latestSuccessfulJob.getCreateTime();
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}
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if (latestFinishTime == null) {
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return true;
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}
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long intervalMillis = intervalMinutes * 60L * 1000L;
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return System.currentTimeMillis() - latestFinishTime.getTime() >= intervalMillis;
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}
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private void markLastTriggerGuard(int intervalMinutes) {
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long expireSeconds = intervalMinutes * 60L;
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redisUtil.set(RedisKeyType.AI_AUTO_TUNE_LAST_TRIGGER_GUARD.key,
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String.valueOf(System.currentTimeMillis()), expireSeconds);
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}
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private AutoTuneAgentService.AutoTuneAgentResult failedAgentResult(Exception exception) {
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AutoTuneAgentService.AutoTuneAgentResult result = new AutoTuneAgentService.AutoTuneAgentResult();
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result.setSuccess(false);
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result.setTriggerType(AutoTuneTriggerType.AUTO.getCode());
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result.setSummary("自动调参后台任务执行异常: " + exception.getMessage());
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result.setToolCallCount(0);
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result.setLlmCallCount(0);
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result.setPromptTokens(0L);
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result.setCompletionTokens(0L);
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result.setTotalTokens(0L);
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result.setMaxRoundsReached(false);
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return result;
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}
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private void safeWriteOperateLog(AutoTuneAgentService.AutoTuneAgentResult agentResult) {
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try {
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writeOperateLog(agentResult);
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} catch (Exception exception) {
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log.warn("Auto tune coordinator failed to write operate log", exception);
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}
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}
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private void writeOperateLog(AutoTuneAgentService.AutoTuneAgentResult agentResult) {
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if (agentResult == null) {
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return;
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}
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OperateLog operateLog = new OperateLog();
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operateLog.setAction("ai_auto_tune_background_scheduler");
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operateLog.setUserId(SYSTEM_USER_ID);
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operateLog.setIp("system");
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operateLog.setRequest(JSON.toJSONString(buildRequestSummary(agentResult)));
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operateLog.setResponse(JSON.toJSONString(buildResponseSummary(agentResult)));
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operateLog.setCreateTime(new Date());
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operateLogService.save(operateLog);
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}
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private Map<String, Object> buildRequestSummary(AutoTuneAgentService.AutoTuneAgentResult agentResult) {
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Map<String, Object> request = new LinkedHashMap<>();
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request.put("trigger", agentResult.getTriggerType());
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return request;
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}
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private Map<String, Object> buildResponseSummary(AutoTuneAgentService.AutoTuneAgentResult agentResult) {
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Map<String, Object> response = new LinkedHashMap<>();
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response.put("success", agentResult.getSuccess());
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response.put("summary", agentResult.getSummary());
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response.put("toolCallCount", agentResult.getToolCallCount());
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response.put("llmCallCount", agentResult.getLlmCallCount());
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response.put("promptTokens", agentResult.getPromptTokens());
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response.put("completionTokens", agentResult.getCompletionTokens());
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response.put("totalTokens", agentResult.getTotalTokens());
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response.put("maxRoundsReached", agentResult.getMaxRoundsReached());
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return response;
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}
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}
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