(improvement)(Headless) Adding SQL, view, tag, and metric APIs, along with the addition of GrammarCorrector.

2025-12-10 19:51:00 +00:00 · 2024-02-27 14:06:10 +08:00
parent 3a38200448
commit c7c70208ff
19 changed files with 365 additions and 197 deletions
--- a/chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/GrammarCorrector.java
+++ b/chat/core/src/main/java/com/tencent/supersonic/chat/core/corrector/GrammarCorrector.java
@@ -0,0 +1,31 @@
+package com.tencent.supersonic.chat.core.corrector;
+
+import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
+import com.tencent.supersonic.chat.core.pojo.QueryContext;
+import java.util.ArrayList;
+import java.util.List;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * Correcting SQL syntax, primarily including fixes to select, where, groupBy, and Having clauses
+ */
+@Slf4j
+public class GrammarCorrector extends BaseSemanticCorrector {
+
+    private List<BaseSemanticCorrector> correctors;
+
+    public GrammarCorrector() {
+        correctors = new ArrayList<>();
+        correctors.add(new SelectCorrector());
+        correctors.add(new WhereCorrector());
+        correctors.add(new GroupByCorrector());
+        correctors.add(new HavingCorrector());
+    }
+
+    @Override
+    public void doCorrect(QueryContext queryContext, SemanticParseInfo semanticParseInfo) {
+        for (BaseSemanticCorrector corrector : correctors) {
+            corrector.correct(queryContext, semanticParseInfo);
+        }
+    }
+}
--- a/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/QueryTagReq.java
+++ b/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/QueryTagReq.java
@@ -0,0 +1,18 @@
+package com.tencent.supersonic.headless.api.pojo.request;
+
+import java.util.List;
+import lombok.Data;
+import lombok.ToString;
+
+@Data
+@ToString
+public class QueryTagReq {
+
+    private Long domainId;
+
+    private List<Long> tagIds;
+
+    private List<String> tagNames;
+
+    private Long limit = 2000L;
+}
--- a/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/QueryViewReq.java
+++ b/headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/QueryViewReq.java
@@ -0,0 +1,33 @@
+package com.tencent.supersonic.headless.api.pojo.request;
+
+import com.tencent.supersonic.common.pojo.Aggregator;
+import com.tencent.supersonic.common.pojo.DateConf;
+import com.tencent.supersonic.common.pojo.Filter;
+import com.tencent.supersonic.common.pojo.Order;
+import com.tencent.supersonic.common.pojo.enums.QueryType;
+import com.tencent.supersonic.headless.api.pojo.Cache;
+import com.tencent.supersonic.headless.api.pojo.Param;
+import java.util.ArrayList;
+import java.util.List;
+import lombok.Data;
+import lombok.ToString;
+
+@Data
+@ToString
+public class QueryViewReq {
+
+    private Long viewId;
+    private String viewName;
+    private String sql;
+    private boolean needAuth = true;
+    private List<Param> params = new ArrayList<>();
+    private Cache cacheInfo = new Cache();
+    private List<String> groups = new ArrayList<>();
+    private List<Aggregator> aggregators = new ArrayList<>();
+    private List<Order> orders = new ArrayList<>();
+    private List<Filter> dimensionFilters = new ArrayList<>();
+    private List<Filter> metricFilters = new ArrayList<>();
+    private DateConf dateInfo;
+    private Long limit = 2000L;
+    private QueryType queryType = QueryType.ID;
+}
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/QueryController.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/QueryController.java
@@ -41,14 +41,6 @@ public class QueryController {
    @Autowired
    private DownloadService downloadService;

-    @PostMapping("/sql")
-    public Object queryBySql(@RequestBody QuerySqlReq querySqlReq,
-            HttpServletRequest request,
-            HttpServletResponse response) throws Exception {
-        User user = UserHolder.findUser(request, response);
-        return queryService.queryByReq(querySqlReq, user);
-    }
-
    @PostMapping("/struct")
    public Object queryByStruct(@RequestBody QueryStructReq queryStructReq,
            HttpServletRequest request,
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/MetricQueryApiController.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/MetricQueryApiController.java
@@ -0,0 +1,38 @@
+package com.tencent.supersonic.headless.server.rest.api;
+
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
+import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
+import com.tencent.supersonic.headless.server.service.MetricService;
+import com.tencent.supersonic.headless.server.service.QueryService;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("/api/semantic/query")
+@Slf4j
+public class MetricQueryApiController {
+
+    @Autowired
+    private QueryService queryService;
+
+    @Autowired
+    private MetricService metricService;
+
+    @PostMapping("/metric")
+    public Object queryByMetric(@RequestBody QueryMetricReq queryMetricReq,
+            HttpServletRequest request,
+            HttpServletResponse response) throws Exception {
+        User user = UserHolder.findUser(request, response);
+        QueryStructReq queryStructReq = metricService.convert(queryMetricReq);
+        return queryService.queryByReq(queryStructReq.convert(), user);
+    }
+
+}
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/SqlQueryApiController.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/SqlQueryApiController.java
@@ -1,8 +1,8 @@
-package com.tencent.supersonic.headless.server.rest;
+package com.tencent.supersonic.headless.server.rest.api;

 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
-import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QuerySqlReq;
 import com.tencent.supersonic.headless.server.service.QueryService;
 import javax.servlet.http.HttpServletRequest;
 import javax.servlet.http.HttpServletResponse;
@@ -16,17 +16,16 @@ import org.springframework.web.bind.annotation.RestController;
@RestController
@RequestMapping("/api/semantic/query")
@Slf4j
-public class MetricApiController {
+public class SqlQueryApiController {

    @Autowired
    private QueryService queryService;

-    @PostMapping("/metric")
-    public Object queryBySql(@RequestBody QueryMetricReq queryMetricReq,
+    @PostMapping("/sql")
+    public Object queryBySql(@RequestBody QuerySqlReq querySqlReq,
            HttpServletRequest request,
            HttpServletResponse response) throws Exception {
        User user = UserHolder.findUser(request, response);
-        return queryService.queryByMetric(queryMetricReq, user);
+        return queryService.queryByReq(querySqlReq, user);
    }
-
 }
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/TagQueryApiController.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/TagQueryApiController.java
@@ -0,0 +1,25 @@
+package com.tencent.supersonic.headless.server.rest.api;
+
+import com.tencent.supersonic.headless.api.pojo.request.QueryTagReq;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("/api/semantic/query")
+@Slf4j
+public class TagQueryApiController {
+
+    @PostMapping("/tag")
+    public Object queryByTag(@RequestBody QueryTagReq queryTagReq,
+            HttpServletRequest request,
+            HttpServletResponse response) throws Exception {
+        //TODO
+        return null;
+    }
+
+}
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/ViewQueryApiController.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/api/ViewQueryApiController.java
@@ -0,0 +1,37 @@
+package com.tencent.supersonic.headless.server.rest.api;
+
+import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
+import com.tencent.supersonic.headless.api.pojo.request.QueryViewReq;
+import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
+import com.tencent.supersonic.headless.server.service.QueryService;
+import com.tencent.supersonic.headless.server.service.ViewService;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequestMapping("/api/semantic/query")
+@Slf4j
+public class ViewQueryApiController {
+
+    @Autowired
+    private ViewService viewService;
+    @Autowired
+    private QueryService queryService;
+
+    @PostMapping("/view")
+    public Object queryByView(@RequestBody QueryViewReq queryViewReq,
+            HttpServletRequest request,
+            HttpServletResponse response) throws Exception {
+        User user = UserHolder.findUser(request, response);
+        SemanticQueryReq queryReq = viewService.convert(queryViewReq);
+        return queryService.queryByReq(queryReq, user);
+    }
+
+}
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/MetricService.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/MetricService.java
@@ -9,6 +9,8 @@ import com.tencent.supersonic.headless.api.pojo.request.MetaBatchReq;
 import com.tencent.supersonic.headless.api.pojo.request.MetricBaseReq;
 import com.tencent.supersonic.headless.api.pojo.request.MetricReq;
 import com.tencent.supersonic.headless.api.pojo.request.PageMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
 import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
 import com.tencent.supersonic.headless.server.pojo.MetaFilter;
 import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
@@ -52,4 +54,6 @@ public interface MetricService {
    void sendMetricEventBatch(List<Long> modelIds, EventType eventType);

    List<MetricResp> queryMetrics(MetricsFilter metricsFilter);
+
+    QueryStructReq convert(QueryMetricReq queryMetricReq);
 }
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/QueryService.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/QueryService.java
@@ -5,7 +5,6 @@ import com.tencent.supersonic.headless.api.pojo.request.ExplainSqlReq;
 import com.tencent.supersonic.headless.api.pojo.request.ItemUseReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryDimValueReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryItemReq;
-import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
 import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.ExplainResp;
 import com.tencent.supersonic.headless.api.pojo.response.ItemQueryResultResp;
@@ -28,6 +27,4 @@ public interface QueryService {
    @ApiHeaderCheck
    ItemQueryResultResp queryMetricDataById(QueryItemReq queryApiReq, HttpServletRequest request) throws Exception;

-    SemanticQueryResp queryByMetric(QueryMetricReq queryMetricReq, User user) throws Exception;
-
 }
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/ViewService.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/ViewService.java
@@ -1,6 +1,8 @@
 package com.tencent.supersonic.headless.server.service;

 import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.headless.api.pojo.request.QueryViewReq;
+import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
 import com.tencent.supersonic.headless.api.pojo.request.ViewReq;
 import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
 import com.tencent.supersonic.headless.server.pojo.MetaFilter;
@@ -25,4 +27,6 @@ public interface ViewService {
    List<ViewResp> getViews(User user);

    List<ViewResp> getViewsInheritAuth(User user, Long domainId);
+
+    SemanticQueryReq convert(QueryViewReq queryViewReq);
 }
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/MetricServiceImpl.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/MetricServiceImpl.java
@@ -7,6 +7,7 @@ import com.github.pagehelper.PageInfo;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Sets;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
+import com.tencent.supersonic.common.pojo.Aggregator;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.DataEvent;
 import com.tencent.supersonic.common.pojo.DataItem;
@@ -20,11 +21,15 @@ import com.tencent.supersonic.headless.api.pojo.DrillDownDimension;
 import com.tencent.supersonic.headless.api.pojo.MeasureParam;
 import com.tencent.supersonic.headless.api.pojo.MetricParam;
 import com.tencent.supersonic.headless.api.pojo.MetricQueryDefaultConfig;
+import com.tencent.supersonic.headless.api.pojo.SchemaItem;
 import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
 import com.tencent.supersonic.headless.api.pojo.request.MetaBatchReq;
 import com.tencent.supersonic.headless.api.pojo.request.MetricBaseReq;
 import com.tencent.supersonic.headless.api.pojo.request.MetricReq;
 import com.tencent.supersonic.headless.api.pojo.request.PageMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
+import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
 import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
 import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
 import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
@@ -32,23 +37,22 @@ import com.tencent.supersonic.headless.server.persistence.dataobject.CollectDO;
 import com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO;
 import com.tencent.supersonic.headless.server.persistence.dataobject.MetricQueryDefaultConfigDO;
 import com.tencent.supersonic.headless.server.persistence.repository.MetricRepository;
+import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
 import com.tencent.supersonic.headless.server.pojo.MetaFilter;
 import com.tencent.supersonic.headless.server.pojo.MetricFilter;
 import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
+import com.tencent.supersonic.headless.server.pojo.ModelCluster;
 import com.tencent.supersonic.headless.server.service.CollectService;
-import com.tencent.supersonic.headless.server.service.DomainService;
+import com.tencent.supersonic.headless.server.service.DimensionService;
 import com.tencent.supersonic.headless.server.service.MetricService;
 import com.tencent.supersonic.headless.server.service.ModelService;
 import com.tencent.supersonic.headless.server.service.ViewService;
 import com.tencent.supersonic.headless.server.utils.MetricCheckUtils;
 import com.tencent.supersonic.headless.server.utils.MetricConverter;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.BeanUtils;
-import org.springframework.context.ApplicationEventPublisher;
-import org.springframework.stereotype.Service;
-import org.springframework.util.CollectionUtils;
-
+import com.tencent.supersonic.headless.server.utils.ModelClusterBuilder;
 import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
 import java.util.Date;
 import java.util.HashMap;
 import java.util.HashSet;
@@ -56,6 +60,11 @@ import java.util.List;
 import java.util.Map;
 import java.util.Set;
 import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.BeanUtils;
+import org.springframework.context.ApplicationEventPublisher;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;

@Service
@Slf4j
@@ -65,7 +74,7 @@ public class MetricServiceImpl implements MetricService {

    private ModelService modelService;

-    private DomainService domainService;
+    private DimensionService dimensionService;

    private ChatGptHelper chatGptHelper;

@@ -77,18 +86,18 @@ public class MetricServiceImpl implements MetricService {

    public MetricServiceImpl(MetricRepository metricRepository,
            ModelService modelService,
-            DomainService domainService,
            ChatGptHelper chatGptHelper,
            CollectService collectService,
            ViewService viewService,
-            ApplicationEventPublisher eventPublisher) {
-        this.domainService = domainService;
+            ApplicationEventPublisher eventPublisher,
+            DimensionService dimensionService) {
        this.metricRepository = metricRepository;
        this.modelService = modelService;
        this.chatGptHelper = chatGptHelper;
        this.eventPublisher = eventPublisher;
        this.collectService = collectService;
        this.viewService = viewService;
+        this.dimensionService = dimensionService;
    }

    @Override
@@ -239,7 +248,7 @@ public class MetricServiceImpl implements MetricService {
    }

    private boolean filterByField(List<MetricResp> metricResps, MetricResp metricResp,
-                                  List<String> fields, Set<MetricResp> metricRespFiltered) {
+            List<String> fields, Set<MetricResp> metricRespFiltered) {
        if (MetricDefineType.METRIC.equals(metricResp.getMetricDefineType())) {
            List<Long> ids = metricResp.getMetricDefineByMetricParams().getMetrics()
                    .stream().map(MetricParam::getId).collect(Collectors.toList());
@@ -483,4 +492,107 @@ public class MetricServiceImpl implements MetricService {
                .type(TypeEnums.METRIC).defaultAgg(metricResp.getDefaultAgg()).build();
    }

+    public QueryStructReq convert(QueryMetricReq queryMetricReq) {
+        //1. If a domainId exists, the modelIds obtained from the domainId.
+        Set<Long> modelIdsByDomainId = getModelIdsByDomainId(queryMetricReq);
+
+        //2. get metrics and dimensions
+        List<MetricResp> metricResps = getMetricResps(queryMetricReq, modelIdsByDomainId);
+
+        List<DimensionResp> dimensionResps = getDimensionResps(queryMetricReq, modelIdsByDomainId);
+
+        //3. choose ModelCluster
+        Set<Long> modelIds = getModelIds(modelIdsByDomainId, metricResps, dimensionResps);
+        ModelCluster modelCluster = getModelCluster(metricResps, modelIds);
+
+        //4. set groups
+        List<String> dimensionBizNames = dimensionResps.stream()
+                .filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
+                .map(entry -> entry.getBizName()).collect(Collectors.toList());
+
+        QueryStructReq queryStructReq = new QueryStructReq();
+        if (org.apache.commons.collections.CollectionUtils.isNotEmpty(dimensionBizNames)) {
+            queryStructReq.setGroups(dimensionBizNames);
+        }
+        //5. set aggregators
+        List<String> metricBizNames = metricResps.stream()
+                .filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
+                .map(entry -> entry.getBizName()).collect(Collectors.toList());
+        if (org.apache.commons.collections.CollectionUtils.isEmpty(metricBizNames)) {
+            throw new IllegalArgumentException("Invalid input parameters, unable to obtain valid metrics");
+        }
+        List<Aggregator> aggregators = new ArrayList<>();
+        for (String metricBizName : metricBizNames) {
+            Aggregator aggregator = new Aggregator();
+            aggregator.setColumn(metricBizName);
+            aggregators.add(aggregator);
+        }
+        queryStructReq.setAggregators(aggregators);
+        queryStructReq.setLimit(queryMetricReq.getLimit());
+        //6. set modelIds
+        for (Long modelId : modelCluster.getModelIds()) {
+            queryStructReq.addModelId(modelId);
+        }
+        //7. set dateInfo
+        queryStructReq.setDateInfo(queryMetricReq.getDateInfo());
+        return queryStructReq;
+    }
+
+    private ModelCluster getModelCluster(List<MetricResp> metricResps, Set<Long> modelIds) {
+        Map<String, ModelCluster> modelClusterMap = ModelClusterBuilder.buildModelClusters(new ArrayList<>(modelIds));
+
+        Map<String, List<SchemaItem>> modelClusterToMatchCount = new HashMap<>();
+        for (ModelCluster modelCluster : modelClusterMap.values()) {
+            for (MetricResp metricResp : metricResps) {
+                if (modelCluster.getModelIds().contains(metricResp.getModelId())) {
+                    modelClusterToMatchCount.computeIfAbsent(modelCluster.getKey(), k -> new ArrayList<>())
+                            .add(metricResp);
+                }
+            }
+        }
+        String keyWithMaxSize = modelClusterToMatchCount.entrySet().stream()
+                .max(Comparator.comparingInt(entry -> entry.getValue().size()))
+                .map(Map.Entry::getKey)
+                .orElse(null);
+
+        return modelClusterMap.get(keyWithMaxSize);
+    }
+
+    private Set<Long> getModelIds(Set<Long> modelIdsByDomainId, List<MetricResp> metricResps,
+            List<DimensionResp> dimensionResps) {
+        Set<Long> result = new HashSet<>();
+        if (org.apache.commons.collections.CollectionUtils.isNotEmpty(modelIdsByDomainId)) {
+            result.addAll(modelIdsByDomainId);
+            return result;
+        }
+        Set<Long> metricModelIds = metricResps.stream().map(entry -> entry.getModelId())
+                .collect(Collectors.toSet());
+        result.addAll(metricModelIds);
+
+        Set<Long> dimensionModelIds = dimensionResps.stream().map(entry -> entry.getModelId())
+                .collect(Collectors.toSet());
+        result.addAll(dimensionModelIds);
+        return result;
+    }
+
+    private List<DimensionResp> getDimensionResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
+        DimensionsFilter dimensionsFilter = new DimensionsFilter();
+        BeanUtils.copyProperties(queryMetricReq, dimensionsFilter);
+        dimensionsFilter.setModelIds(new ArrayList<>(modelIds));
+        return dimensionService.queryDimensions(dimensionsFilter);
+    }
+
+    private List<MetricResp> getMetricResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
+        MetricsFilter metricsFilter = new MetricsFilter();
+        BeanUtils.copyProperties(queryMetricReq, metricsFilter);
+        metricsFilter.setModelIds(new ArrayList<>(modelIds));
+        return queryMetrics(metricsFilter);
+    }
+
+    private Set<Long> getModelIdsByDomainId(QueryMetricReq queryMetricReq) {
+        List<ModelResp> modelResps = modelService.getAllModelByDomainIds(
+                Collections.singletonList(queryMetricReq.getDomainId()));
+        return modelResps.stream().map(ModelResp::getId).collect(Collectors.toSet());
+    }
+
 }
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/QueryServiceImpl.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/QueryServiceImpl.java
@@ -13,13 +13,11 @@ import com.tencent.supersonic.common.pojo.exception.InvalidArgumentException;
 import com.tencent.supersonic.headless.api.pojo.Dim;
 import com.tencent.supersonic.headless.api.pojo.Item;
 import com.tencent.supersonic.headless.api.pojo.QueryParam;
-import com.tencent.supersonic.headless.api.pojo.SchemaItem;
 import com.tencent.supersonic.headless.api.pojo.SingleItemQueryResult;
 import com.tencent.supersonic.headless.api.pojo.request.ExplainSqlReq;
 import com.tencent.supersonic.headless.api.pojo.request.ItemUseReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryDimValueReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryItemReq;
-import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryMultiStructReq;
 import com.tencent.supersonic.headless.api.pojo.request.QuerySqlReq;
 import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
@@ -45,24 +43,13 @@ import com.tencent.supersonic.headless.server.annotation.S2DataPermission;
 import com.tencent.supersonic.headless.server.aspect.ApiHeaderCheckAspect;
 import com.tencent.supersonic.headless.server.manager.SemanticSchemaManager;
 import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
-import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
-import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
-import com.tencent.supersonic.headless.server.pojo.ModelCluster;
 import com.tencent.supersonic.headless.server.service.AppService;
 import com.tencent.supersonic.headless.server.service.Catalog;
-import com.tencent.supersonic.headless.server.service.DimensionService;
-import com.tencent.supersonic.headless.server.service.MetricService;
-import com.tencent.supersonic.headless.server.service.ModelService;
 import com.tencent.supersonic.headless.server.service.QueryService;
-import com.tencent.supersonic.headless.server.utils.ModelClusterBuilder;
 import com.tencent.supersonic.headless.server.utils.QueryReqConverter;
 import com.tencent.supersonic.headless.server.utils.QueryUtils;
 import com.tencent.supersonic.headless.server.utils.StatUtils;
 import java.util.ArrayList;
-import java.util.Collections;
-import java.util.Comparator;
-import java.util.HashMap;
-import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -72,7 +59,6 @@ import javax.servlet.http.HttpServletRequest;
 import lombok.SneakyThrows;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections.CollectionUtils;
-import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Service;


@@ -87,17 +73,9 @@ public class QueryServiceImpl implements QueryService {
    private final AppService appService;
    private final QueryCache queryCache;
    private final SemanticSchemaManager semanticSchemaManager;
-
    private final QueryParser queryParser;
-
    private final QueryPlanner queryPlanner;

-    private final MetricService metricService;
-
-    private final ModelService modelService;
-
-    private final DimensionService dimensionService;
-
    public QueryServiceImpl(
            StatUtils statUtils,
            QueryUtils queryUtils,
@@ -107,10 +85,7 @@ public class QueryServiceImpl implements QueryService {
            QueryCache queryCache,
            SemanticSchemaManager semanticSchemaManager,
            DefaultQueryParser queryParser,
-            QueryPlanner queryPlanner,
-            MetricService metricService,
-            ModelService modelService,
-            DimensionService dimensionService) {
+            QueryPlanner queryPlanner) {
        this.statUtils = statUtils;
        this.queryUtils = queryUtils;
        this.queryReqConverter = queryReqConverter;
@@ -120,9 +95,6 @@ public class QueryServiceImpl implements QueryService {
        this.semanticSchemaManager = semanticSchemaManager;
        this.queryParser = queryParser;
        this.queryPlanner = queryPlanner;
-        this.metricService = metricService;
-        this.modelService = modelService;
-        this.dimensionService = dimensionService;
    }

    @Override
@@ -265,58 +237,6 @@ public class QueryServiceImpl implements QueryService {
        return ItemQueryResultResp.builder().results(results).build();
    }

-    @Override
-    public SemanticQueryResp queryByMetric(QueryMetricReq queryMetricReq, User user) {
-        QueryStructReq queryStructReq = buildQueryStructReq(queryMetricReq);
-        return queryByReq(queryStructReq.convert(), user);
-    }
-
-    private QueryStructReq buildQueryStructReq(QueryMetricReq queryMetricReq) {
-        //1. If a domainId exists, the modelIds obtained from the domainId.
-        Set<Long> modelIdsByDomainId = getModelIdsByDomainId(queryMetricReq);
-
-        //2. get metrics and dimensions
-        List<MetricResp> metricResps = getMetricResps(queryMetricReq, modelIdsByDomainId);
-
-        List<DimensionResp> dimensionResps = getDimensionResps(queryMetricReq, modelIdsByDomainId);
-
-        //3. choose ModelCluster
-        Set<Long> modelIds = getModelIds(modelIdsByDomainId, metricResps, dimensionResps);
-        ModelCluster modelCluster = getModelCluster(metricResps, modelIds);
-
-        //4. set groups
-        List<String> dimensionBizNames = dimensionResps.stream()
-                .filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
-                .map(entry -> entry.getBizName()).collect(Collectors.toList());
-
-        QueryStructReq queryStructReq = new QueryStructReq();
-        if (CollectionUtils.isNotEmpty(dimensionBizNames)) {
-            queryStructReq.setGroups(dimensionBizNames);
-        }
-        //5. set aggregators
-        List<String> metricBizNames = metricResps.stream()
-                .filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
-                .map(entry -> entry.getBizName()).collect(Collectors.toList());
-        if (CollectionUtils.isEmpty(metricBizNames)) {
-            throw new IllegalArgumentException("Invalid input parameters, unable to obtain valid metrics");
-        }
-        List<Aggregator> aggregators = new ArrayList<>();
-        for (String metricBizName : metricBizNames) {
-            Aggregator aggregator = new Aggregator();
-            aggregator.setColumn(metricBizName);
-            aggregators.add(aggregator);
-        }
-        queryStructReq.setAggregators(aggregators);
-        queryStructReq.setLimit(queryMetricReq.getLimit());
-        //6. set modelIds
-        for (Long modelId : modelCluster.getModelIds()) {
-            queryStructReq.addModelId(modelId);
-        }
-        //7. set dateInfo
-        queryStructReq.setDateInfo(queryMetricReq.getDateInfo());
-        return queryStructReq;
-    }
-
    private QueryStructReq buildQueryStructReq(List<DimensionResp> dimensionResps,
            MetricResp metricResp, DateConf dateConf, Long limit) {
        Set<Long> modelIds = dimensionResps.stream().map(DimensionResp::getModelId).collect(Collectors.toSet());
@@ -334,64 +254,6 @@ public class QueryServiceImpl implements QueryService {
        return queryStructReq;
    }

-    private ModelCluster getModelCluster(List<MetricResp> metricResps, Set<Long> modelIds) {
-        Map<String, ModelCluster> modelClusterMap = ModelClusterBuilder.buildModelClusters(new ArrayList<>(modelIds));
-
-        Map<String, List<SchemaItem>> modelClusterToMatchCount = new HashMap<>();
-        for (ModelCluster modelCluster : modelClusterMap.values()) {
-            for (MetricResp metricResp : metricResps) {
-                if (modelCluster.getModelIds().contains(metricResp.getModelId())) {
-                    modelClusterToMatchCount.computeIfAbsent(modelCluster.getKey(), k -> new ArrayList<>())
-                            .add(metricResp);
-                }
-            }
-        }
-        String keyWithMaxSize = modelClusterToMatchCount.entrySet().stream()
-                .max(Comparator.comparingInt(entry -> entry.getValue().size()))
-                .map(Map.Entry::getKey)
-                .orElse(null);
-
-        return modelClusterMap.get(keyWithMaxSize);
-    }
-
-    private Set<Long> getModelIds(Set<Long> modelIdsByDomainId, List<MetricResp> metricResps,
-            List<DimensionResp> dimensionResps) {
-        Set<Long> result = new HashSet<>();
-        if (CollectionUtils.isNotEmpty(modelIdsByDomainId)) {
-            result.addAll(modelIdsByDomainId);
-            return result;
-        }
-        Set<Long> metricModelIds = metricResps.stream().map(entry -> entry.getModelId())
-                .collect(Collectors.toSet());
-        result.addAll(metricModelIds);
-
-        Set<Long> dimensionModelIds = dimensionResps.stream().map(entry -> entry.getModelId())
-                .collect(Collectors.toSet());
-        result.addAll(dimensionModelIds);
-        return result;
-    }
-
-    private List<DimensionResp> getDimensionResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
-        DimensionsFilter dimensionsFilter = new DimensionsFilter();
-        BeanUtils.copyProperties(queryMetricReq, dimensionsFilter);
-        dimensionsFilter.setModelIds(new ArrayList<>(modelIds));
-        List<DimensionResp> dimensionResps = dimensionService.queryDimensions(dimensionsFilter);
-        return dimensionResps;
-    }
-
-    private List<MetricResp> getMetricResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
-        MetricsFilter metricsFilter = new MetricsFilter();
-        BeanUtils.copyProperties(queryMetricReq, metricsFilter);
-        metricsFilter.setModelIds(new ArrayList<>(modelIds));
-        return metricService.queryMetrics(metricsFilter);
-    }
-
-    private Set<Long> getModelIdsByDomainId(QueryMetricReq queryMetricReq) {
-        List<ModelResp> modelResps = modelService.getAllModelByDomainIds(
-                Collections.singletonList(queryMetricReq.getDomainId()));
-        return modelResps.stream().map(ModelResp::getId).collect(Collectors.toSet());
-    }
-
    private SingleItemQueryResult dataQuery(Integer appId, Item item, DateConf dateConf, Long limit) throws Exception {
        MetricResp metricResp = catalog.getMetric(item.getId());
        item.setCreatedBy(metricResp.getCreatedBy());
--- a/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/ViewServiceImpl.java
+++ b/headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/ViewServiceImpl.java
@@ -14,6 +14,10 @@ import com.tencent.supersonic.common.pojo.exception.InvalidArgumentException;
 import com.tencent.supersonic.common.util.BeanMapper;
 import com.tencent.supersonic.headless.api.pojo.QueryConfig;
 import com.tencent.supersonic.headless.api.pojo.ViewDetail;
+import com.tencent.supersonic.headless.api.pojo.request.QuerySqlReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryViewReq;
+import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
 import com.tencent.supersonic.headless.api.pojo.request.ViewReq;
 import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
 import com.tencent.supersonic.headless.api.pojo.response.DomainResp;
@@ -28,6 +32,7 @@ import com.tencent.supersonic.headless.server.service.MetricService;
 import com.tencent.supersonic.headless.server.service.ViewService;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.Pair;
+import org.springframework.beans.BeanUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.context.annotation.Lazy;
 import org.springframework.stereotype.Service;
@@ -174,6 +179,15 @@ public class ViewServiceImpl
        return viewDO;
    }

+    public SemanticQueryReq convert(QueryViewReq queryViewReq) {
+        SemanticQueryReq queryReq = new QueryStructReq();
+        if (StringUtils.isNotBlank(queryViewReq.getSql())) {
+            queryReq = new QuerySqlReq();
+        }
+        BeanUtils.copyProperties(queryViewReq, queryReq);
+        return queryReq;
+    }
+
    public static boolean checkAdminPermission(User user, ViewResp viewResp) {
        List<String> admins = viewResp.getAdmins();
        if (user.isSuperAdmin()) {
@@ -239,5 +253,4 @@ public class ViewServiceImpl
                .map(Object::toString)
                .collect(Collectors.toList());
    }
-
 }
--- a/headless/server/src/test/java/com/tencent/supersonic/headless/server/service/MetricServiceImplTest.java
+++ b/headless/server/src/test/java/com/tencent/supersonic/headless/server/service/MetricServiceImplTest.java
@@ -1,5 +1,8 @@
 package com.tencent.supersonic.headless.server.service;

+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.Mockito.when;
+
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.common.pojo.DataFormat;
@@ -8,12 +11,12 @@ import com.tencent.supersonic.common.pojo.enums.SensitiveLevelEnum;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
 import com.tencent.supersonic.common.pojo.enums.TypeEnums;
 import com.tencent.supersonic.common.util.ChatGptHelper;
-import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
-import com.tencent.supersonic.headless.api.pojo.enums.MetricType;
 import com.tencent.supersonic.headless.api.pojo.DrillDownDimension;
 import com.tencent.supersonic.headless.api.pojo.MeasureParam;
 import com.tencent.supersonic.headless.api.pojo.MetricDefineByMeasureParams;
 import com.tencent.supersonic.headless.api.pojo.RelateDimension;
+import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
+import com.tencent.supersonic.headless.api.pojo.enums.MetricType;
 import com.tencent.supersonic.headless.api.pojo.request.MetricReq;
 import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
 import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
@@ -22,13 +25,11 @@ import com.tencent.supersonic.headless.server.persistence.repository.MetricRepos
 import com.tencent.supersonic.headless.server.service.impl.MetricServiceImpl;
 import com.tencent.supersonic.headless.server.service.impl.ViewServiceImpl;
 import com.tencent.supersonic.headless.server.utils.MetricConverter;
+import java.util.HashMap;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
 import org.mockito.Mockito;
 import org.springframework.context.ApplicationEventPublisher;
-import java.util.HashMap;
-import static org.mockito.ArgumentMatchers.any;
-import static org.mockito.Mockito.when;

 public class MetricServiceImplTest {

@@ -61,14 +62,14 @@ public class MetricServiceImplTest {
    }

    private MetricService mockMetricService(MetricRepository metricRepository,
-                                            ModelService modelService) {
-        DomainService domainService = Mockito.mock(DomainService.class);
+            ModelService modelService) {
        ChatGptHelper chatGptHelper = Mockito.mock(ChatGptHelper.class);
        CollectService collectService = Mockito.mock(CollectService.class);
        ApplicationEventPublisher eventPublisher = Mockito.mock(ApplicationEventPublisher.class);
        ViewService viewService = Mockito.mock(ViewServiceImpl.class);
-        return new MetricServiceImpl(metricRepository, modelService, domainService,
-                chatGptHelper, collectService, viewService, eventPublisher);
+        DimensionService dimensionService = Mockito.mock(DimensionService.class);
+        return new MetricServiceImpl(metricRepository, modelService, chatGptHelper, collectService, viewService,
+                eventPublisher, dimensionService);
    }

    private MetricReq buildMetricReq() {
@@ -96,7 +97,7 @@ public class MetricServiceImplTest {
                RelateDimension.builder().drillDownDimensions(Lists.newArrayList(
                        new DrillDownDimension(1L),
                        new DrillDownDimension(1L, false))
-        ).build());
+                ).build());
        metricReq.setSensitiveLevel(SensitiveLevelEnum.LOW.getCode());
        metricReq.setExt(new HashMap<>());
        return metricReq;
--- a/launchers/chat/src/main/resources/META-INF/spring.factories
+++ b/launchers/chat/src/main/resources/META-INF/spring.factories
@@ -14,10 +14,7 @@ com.tencent.supersonic.chat.core.parser.SemanticParser=\
 com.tencent.supersonic.chat.core.corrector.SemanticCorrector=\
    com.tencent.supersonic.chat.core.corrector.SchemaCorrector, \
    com.tencent.supersonic.chat.core.corrector.TimeCorrector, \
-    com.tencent.supersonic.chat.core.corrector.SelectCorrector, \
-    com.tencent.supersonic.chat.core.corrector.WhereCorrector, \
-    com.tencent.supersonic.chat.core.corrector.GroupByCorrector, \
-    com.tencent.supersonic.chat.core.corrector.HavingCorrector
+    com.tencent.supersonic.chat.core.corrector.GrammarCorrector

 com.tencent.supersonic.chat.core.query.semantic.SemanticInterpreter=\
    com.tencent.supersonic.chat.core.query.semantic.RemoteSemanticInterpreter
--- a/launchers/standalone/src/main/resources/META-INF/spring.factories
+++ b/launchers/standalone/src/main/resources/META-INF/spring.factories
@@ -14,10 +14,7 @@ com.tencent.supersonic.chat.core.parser.SemanticParser=\
 com.tencent.supersonic.chat.core.corrector.SemanticCorrector=\
    com.tencent.supersonic.chat.core.corrector.SchemaCorrector, \
    com.tencent.supersonic.chat.core.corrector.TimeCorrector, \
-    com.tencent.supersonic.chat.core.corrector.SelectCorrector, \
-    com.tencent.supersonic.chat.core.corrector.WhereCorrector, \
-    com.tencent.supersonic.chat.core.corrector.GroupByCorrector, \
-    com.tencent.supersonic.chat.core.corrector.HavingCorrector
+    com.tencent.supersonic.chat.core.corrector.GrammarCorrector

 com.tencent.supersonic.chat.server.processor.parse.ParseResultProcessor=\
    com.tencent.supersonic.chat.server.processor.parse.ParseInfoProcessor, \
--- a/launchers/standalone/src/test/java/com/tencent/supersonic/headless/QueryByMetricTest.java
+++ b/launchers/standalone/src/test/java/com/tencent/supersonic/headless/QueryByMetricTest.java
@@ -4,19 +4,25 @@ import static org.junit.Assert.assertThrows;

 import com.tencent.supersonic.auth.api.authentication.pojo.User;
 import com.tencent.supersonic.headless.api.pojo.request.QueryMetricReq;
+import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
 import com.tencent.supersonic.headless.api.pojo.response.SemanticQueryResp;
+import com.tencent.supersonic.headless.server.service.MetricService;
 import java.util.Arrays;
 import org.junit.Assert;
 import org.junit.jupiter.api.Test;
+import org.springframework.beans.factory.annotation.Autowired;

 public class QueryByMetricTest extends BaseTest {

+    @Autowired
+    protected MetricService metricService;
+
    @Test
    public void testWithMetricAndDimensionBizNames() throws Exception {
        QueryMetricReq queryMetricReq = new QueryMetricReq();
        queryMetricReq.setMetricNames(Arrays.asList("stay_hours", "pv"));
        queryMetricReq.setDimensionNames(Arrays.asList("user_name", "department"));
-        SemanticQueryResp queryResp = queryService.queryByMetric(queryMetricReq, User.getFakeUser());
+        SemanticQueryResp queryResp = queryByMetric(queryMetricReq, User.getFakeUser());
        Assert.assertNotNull(queryResp.getResultList());
        Assert.assertEquals(6, queryResp.getResultList().size());
    }
@@ -26,7 +32,7 @@ public class QueryByMetricTest extends BaseTest {
        QueryMetricReq queryMetricReq = new QueryMetricReq();
        queryMetricReq.setMetricNames(Arrays.asList("停留时长", "访问次数"));
        queryMetricReq.setDimensionNames(Arrays.asList("用户", "部门"));
-        SemanticQueryResp queryResp = queryService.queryByMetric(queryMetricReq, User.getFakeUser());
+        SemanticQueryResp queryResp = queryByMetric(queryMetricReq, User.getFakeUser());
        Assert.assertNotNull(queryResp.getResultList());
        Assert.assertEquals(6, queryResp.getResultList().size());
    }
@@ -37,7 +43,7 @@ public class QueryByMetricTest extends BaseTest {
        queryMetricReq.setDomainId(1L);
        queryMetricReq.setMetricNames(Arrays.asList("stay_hours", "pv"));
        queryMetricReq.setDimensionNames(Arrays.asList("user_name", "department"));
-        SemanticQueryResp queryResp = queryService.queryByMetric(queryMetricReq, User.getFakeUser());
+        SemanticQueryResp queryResp = queryByMetric(queryMetricReq, User.getFakeUser());
        Assert.assertNotNull(queryResp.getResultList());
        Assert.assertEquals(6, queryResp.getResultList().size());

@@ -45,7 +51,7 @@ public class QueryByMetricTest extends BaseTest {
        queryMetricReq.setMetricNames(Arrays.asList("stay_hours", "pv"));
        queryMetricReq.setDimensionNames(Arrays.asList("user_name", "department"));
        assertThrows(IllegalArgumentException.class,
-                () -> queryService.queryByMetric(queryMetricReq, User.getFakeUser()));
+                () -> queryByMetric(queryMetricReq, User.getFakeUser()));
    }

    @Test
@@ -54,9 +60,13 @@ public class QueryByMetricTest extends BaseTest {
        queryMetricReq.setDomainId(1L);
        queryMetricReq.setMetricIds(Arrays.asList(1L, 4L));
        queryMetricReq.setDimensionIds(Arrays.asList(1L, 2L));
-        SemanticQueryResp queryResp = queryService.queryByMetric(queryMetricReq, User.getFakeUser());
+        SemanticQueryResp queryResp = queryByMetric(queryMetricReq, User.getFakeUser());
        Assert.assertNotNull(queryResp.getResultList());
        Assert.assertEquals(6, queryResp.getResultList().size());
    }

+    private SemanticQueryResp queryByMetric(QueryMetricReq queryMetricReq, User user) throws Exception {
+        QueryStructReq convert = metricService.convert(queryMetricReq);
+        return queryService.queryByReq(convert.convert(), user);
+    }
 }
--- a/launchers/standalone/src/test/resources/META-INF/spring.factories
+++ b/launchers/standalone/src/test/resources/META-INF/spring.factories
@@ -13,10 +13,8 @@ com.tencent.supersonic.chat.core.parser.SemanticParser=\

 com.tencent.supersonic.chat.core.corrector.SemanticCorrector=\
    com.tencent.supersonic.chat.core.corrector.SchemaCorrector, \
-    com.tencent.supersonic.chat.core.corrector.SelectCorrector, \
-    com.tencent.supersonic.chat.core.corrector.WhereCorrector, \
-    com.tencent.supersonic.chat.core.corrector.GroupByCorrector, \
-    com.tencent.supersonic.chat.core.corrector.HavingCorrector
+    com.tencent.supersonic.chat.core.corrector.TimeCorrector, \
+    com.tencent.supersonic.chat.core.corrector.GrammarCorrector

 com.tencent.supersonic.chat.server.processor.parse.ParseResultProcessor=\
    com.tencent.supersonic.chat.server.processor.parse.ParseInfoProcessor, \