Refactor translator module (#1932)

* [improvement][Chat] Support agent permission management #1143

* [improvement][chat]Iterate LLM prompts of parsing and correction.

* [improvement][headless]Clean code logic of headless core.

* (fix) (chat) 记忆管理更新不生效 (#1912)

* [improvement][headless-fe] Added null-check conditions to the data formatting function.

* [improvement][headless]Clean code logic of headless translator.

* [improvement][headless-fe] Added permissions management for agents.

* [improvement][headless-fe] Unified the assistant's permission settings interaction to match the system style.

* [improvement](Dict)Support returns dict task list of dimensions by page

* [improvement][headless-fe] Revised the interaction for semantic modeling routing and implemented the initial version of metric management switching.

* [improvement][launcher]Set system property `s2.test` in junit tests in order to facilitate conditional breakpoints.

* [improvement][headless] add validateAndQuery interface in SqlQueryApiController

* [improvement][launcher]Use API to get element ID avoiding hard-code.

* [improvement][launcher]Support DuckDB database and refactor translator code structure.

---------

Co-authored-by: lxwcodemonkey <jolunoluo@tencent.com>
Co-authored-by: tristanliu <tristanliu@tencent.com>
Co-authored-by: daikon12 <1059907724@qq.com>
Co-authored-by: lexluo09 <39718951+lexluo09@users.noreply.github.com>

common/src/main/java/com/tencent/supersonic/common/jsqlparser/SqlReplaceHelper.java

@@ -528,7 +528,7 @@ public class SqlReplaceHelper {
         }
     }
 
-    private static Select replaceAggAliasOrderItem(Select selectStatement) {
+    private static Select replaceAggAliasOrderbyField(Select selectStatement) {
         if (selectStatement instanceof PlainSelect) {
             PlainSelect plainSelect = (PlainSelect) selectStatement;
             if (Objects.nonNull(plainSelect.getOrderByElements())) {
@@ -564,15 +564,15 @@ public class SqlReplaceHelper {
             if (plainSelect.getFromItem() instanceof ParenthesedSelect) {
                 ParenthesedSelect parenthesedSelect = (ParenthesedSelect) plainSelect.getFromItem();
                 parenthesedSelect
-                        .setSelect(replaceAggAliasOrderItem(parenthesedSelect.getSelect()));
+                        .setSelect(replaceAggAliasOrderbyField(parenthesedSelect.getSelect()));
             }
             return selectStatement;
         }
         return selectStatement;
     }
 
-    public static String replaceAggAliasOrderItem(String sql) {
-        Select selectStatement = replaceAggAliasOrderItem(SqlSelectHelper.getSelect(sql));
+    public static String replaceAggAliasOrderbyField(String sql) {
+        Select selectStatement = replaceAggAliasOrderbyField(SqlSelectHelper.getSelect(sql));
         return selectStatement.toString();
     }
 

common/src/main/java/com/tencent/supersonic/common/pojo/Filter.java

@@ -2,6 +2,7 @@ package com.tencent.supersonic.common.pojo;
 
 import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum;
 import lombok.AllArgsConstructor;
+import lombok.Builder;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 
@@ -10,6 +11,7 @@ import java.util.List;
 @Data
 @AllArgsConstructor
 @NoArgsConstructor
+@Builder
 public class Filter {
 
     private Relation relation = Relation.FILTER;

common/src/main/java/com/tencent/supersonic/common/pojo/enums/EngineType.java

@@ -8,7 +8,8 @@ public enum EngineType {
     KAFKA(4, "kafka"),
     H2(5, "h2"),
     POSTGRESQL(6, "postgresql"),
-    OTHER(7, "other");
+    OTHER(7, "other"),
+    DUCKDB(8, "duckdb");
 
     private Integer code;
 

common/src/main/java/com/tencent/supersonic/common/util/DateModeUtils.java

@@ -4,6 +4,7 @@ import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.DateConf;
 import com.tencent.supersonic.common.pojo.ItemDateResp;
 import com.tencent.supersonic.common.pojo.enums.DatePeriodEnum;
+import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
@@ -32,14 +33,9 @@ import static com.tencent.supersonic.common.pojo.Constants.MONTH_FORMAT;
 @Data
 public class DateModeUtils {
 
-    @Value("${s2.query.parameter.sys.date:sys_imp_date}")
-    private String sysDateCol;
-
-    @Value("${s2.query.parameter.sys.month:sys_imp_month}")
-    private String sysDateMonthCol;
-
-    @Value("${s2.query.parameter.sys.month:sys_imp_week}")
-    private String sysDateWeekCol;
+    private final String sysDateCol = TimeDimensionEnum.DAY.getName();
+    private final String sysDateMonthCol = TimeDimensionEnum.MONTH.getName();
+    private final String sysDateWeekCol = TimeDimensionEnum.WEEK.getName();
 
     @Value("${s2.query.parameter.sys.zipper.begin:start_}")
     private String sysZipperDateColBegin;

common/src/main/java/com/tencent/supersonic/common/util/DateUtils.java

@@ -16,6 +16,7 @@ import java.time.temporal.TemporalAdjuster;
 import java.time.temporal.TemporalAdjusters;
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.Calendar;
 import java.util.Date;
 import java.util.List;
 import java.util.Objects;
@@ -201,6 +202,13 @@ public class DateUtils {
         return false;
     }
 
+    public static Long calculateDiffMs(Date createAt) {
+        Calendar calendar = Calendar.getInstance();
+        Date now = calendar.getTime();
+        long milliseconds = now.getTime() - createAt.getTime();
+        return milliseconds;
+    }
+
     public static boolean isDateString(String value, String format) {
         try {
             DateTimeFormatter formatter = DateTimeFormatter.ofPattern(format);

common/src/test/java/com/tencent/supersonic/common/jsqlparser/SqlReplaceHelperTest.java

@@ -325,10 +325,10 @@ class SqlReplaceHelperTest {
     }
 
     @Test
-    void testReplaceAggAliasOrderItem() {
+    void testReplaceAggAliasOrderbyField() {
         String sql = "SELECT SUM(访问次数) AS top10总播放量 FROM (SELECT 部门, SUM(访问次数) AS 访问次数 FROM 超音数  "
                 + "GROUP BY 部门 ORDER BY SUM(访问次数) DESC LIMIT 10) AS top10";
-        String replaceSql = SqlReplaceHelper.replaceAggAliasOrderItem(sql);
+        String replaceSql = SqlReplaceHelper.replaceAggAliasOrderbyField(sql);
         Assert.assertEquals(
                 "SELECT SUM(访问次数) AS top10总播放量 FROM (SELECT 部门, SUM(访问次数) AS 访问次数 FROM 超音数 "
                         + "GROUP BY 部门 ORDER BY 2 DESC LIMIT 10) AS top10",

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/MetricTable.java

@@ -1,17 +0,0 @@
-package com.tencent.supersonic.headless.api.pojo;
-
-import com.google.common.collect.Lists;
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
-import lombok.Data;
-
-import java.util.List;
-
-@Data
-public class MetricTable {
-
-    private String alias;
-    private List<String> metrics = Lists.newArrayList();
-    private List<String> dimensions = Lists.newArrayList();
-    private String where;
-    private AggOption aggOption = AggOption.DEFAULT;
-}

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/enums/DataType.java

@@ -45,7 +45,8 @@ public enum DataType {
 
     TDENGINE("TAOS", "TAOS", "com.taosdata.jdbc.TSDBDriver", "'", "'", "\"", "\""),
 
-    POSTGRESQL("postgresql", "postgresql", "org.postgresql.Driver", "'", "'", "\"", "\"");
+    POSTGRESQL("postgresql", "postgresql", "org.postgresql.Driver", "'", "'", "\"", "\""),
+    DUCKDB("duckdb", "duckdb", "org.duckdb.DuckDBDriver", "'", "'", "\"", "\"");
 
     private String feature;
     private String desc;

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ParseSqlReq.java

@@ -1,24 +0,0 @@
-package com.tencent.supersonic.headless.api.pojo.request;
-
-import com.tencent.supersonic.headless.api.pojo.MetricTable;
-import lombok.Data;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-@Data
-public class ParseSqlReq {
-    private Map<String, String> variables;
-    private String sql = "";
-    private List<MetricTable> tables;
-    private boolean supportWith = true;
-    private boolean withAlias = true;
-
-    public Map<String, String> getVariables() {
-        if (variables == null) {
-            variables = new HashMap<>();
-        }
-        return variables;
-    }
-}

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/QueryFilter.java

@@ -34,12 +34,11 @@ public class QueryFilter implements Serializable {
         QueryFilter that = (QueryFilter) o;
         return Objects.equal(bizName, that.bizName) && Objects.equal(name, that.name)
                 && operator == that.operator && Objects.equal(value, that.value)
-                && Objects.equal(elementID, that.elementID)
                 && Objects.equal(function, that.function);
     }
 
     @Override
     public int hashCode() {
-        return Objects.hashCode(bizName, name, operator, value, elementID, function);
+        return Objects.hashCode(bizName, name, operator, value, function);
     }
 }

headless/api/src/main/java/com/tencent/supersonic/headless/api/pojo/request/ValueTaskQueryReq.java

@@ -0,0 +1,23 @@
+package com.tencent.supersonic.headless.api.pojo.request;
+
+import javax.validation.constraints.NotNull;
+
+import com.tencent.supersonic.common.pojo.PageBaseReq;
+import lombok.Data;
+
+import java.util.List;
+
+/**
+ * @author: kanedai
+ * @date: 2024/11/24
+ */
+@Data
+public class ValueTaskQueryReq extends PageBaseReq {
+
+    @NotNull
+    private Long itemId;
+
+    private List<String> taskStatusList;
+
+    private String key;
+}

headless/chat/src/main/java/com/tencent/supersonic/headless/chat/parser/llm/OnePassSCSqlGenStrategy.java

@@ -37,8 +37,8 @@ public class OnePassSCSqlGenStrategy extends SqlGenStrategy {
                     + "please convert it to a SQL query so that relevant data could be returned "
                     + "by executing the SQL query against underlying database." + "\n#Rules:"
                     + "\n1.SQL columns and values must be mentioned in the `Schema`, DO NOT hallucinate."
-                    + "\n2.ALWAYS specify date filter using `>`,`<`,`>=`,`<=` operator."
-                    + "\n3.DO NOT include date filter in the where clause if not explicitly expressed in the `Question`."
+                    + "\n2.ALWAYS specify time range using `>`,`<`,`>=`,`<=` operator."
+                    + "\n3.DO NOT include time range in the where clause if not explicitly expressed in the `Question`."
                     + "\n4.DO NOT calculate date range using functions."
                     + "\n5.ALWAYS use `with` statement if nested aggregation is needed."
                     + "\n6.ALWAYS enclose alias declared by `AS` command in underscores."

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/ClickHouseAdaptor.java

@@ -34,7 +34,7 @@ public class ClickHouseAdaptor extends BaseDbAdaptor {
     }
 
     @Override
-    public String functionNameCorrector(String sql) {
+    public String rewriteSql(String sql) {
         Map<String, String> functionMap = new HashMap<>();
         functionMap.put("MONTH".toLowerCase(), "toMonth");
         functionMap.put("DAY".toLowerCase(), "toDayOfMonth");

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/DbAdaptor.java

@@ -11,7 +11,7 @@ public interface DbAdaptor {
 
     String getDateFormat(String dateType, String dateFormat, String column);
 
-    String functionNameCorrector(String sql);
+    String rewriteSql(String sql);
 
     List<String> getDBs(ConnectInfo connectInfo) throws SQLException;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/DbAdaptorFactory.java

@@ -16,6 +16,7 @@ public class DbAdaptorFactory {
         dbAdaptorMap.put(EngineType.H2.getName(), new H2Adaptor());
         dbAdaptorMap.put(EngineType.POSTGRESQL.getName(), new PostgresqlAdaptor());
         dbAdaptorMap.put(EngineType.OTHER.getName(), new DefaultDbAdaptor());
+        dbAdaptorMap.put(EngineType.DUCKDB.getName(), new DuckdbAdaptor());
     }
 
     public static DbAdaptor getEngineAdaptor(String engineType) {

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/DefaultDbAdaptor.java

@@ -8,7 +8,7 @@ public class DefaultDbAdaptor extends BaseDbAdaptor {
     }
 
     @Override
-    public String functionNameCorrector(String sql) {
+    public String rewriteSql(String sql) {
         return sql;
     }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/DuckdbAdaptor.java

@@ -0,0 +1,42 @@
+package com.tencent.supersonic.headless.core.adaptor.db;
+
+import com.google.common.collect.Lists;
+import com.tencent.supersonic.headless.api.pojo.DBColumn;
+import com.tencent.supersonic.headless.api.pojo.enums.FieldType;
+import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
+import lombok.extern.slf4j.Slf4j;
+
+import java.sql.DatabaseMetaData;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.util.List;
+
+@Slf4j
+public class DuckdbAdaptor extends DefaultDbAdaptor {
+
+    protected ResultSet getResultSet(String schemaName, DatabaseMetaData metaData)
+            throws SQLException {
+        return metaData.getTables(schemaName, null, null, new String[] {"TABLE", "VIEW"});
+    }
+
+    public List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
+            throws SQLException {
+        List<DBColumn> dbColumns = Lists.newArrayList();
+        DatabaseMetaData metaData = getDatabaseMetaData(connectInfo);
+        ResultSet columns = metaData.getColumns(schemaName, null, tableName, null);
+        while (columns.next()) {
+            String columnName = columns.getString("COLUMN_NAME");
+            String dataType = columns.getString("TYPE_NAME");
+            String remarks = columns.getString("REMARKS");
+            FieldType fieldType = classifyColumnType(dataType);
+            dbColumns.add(new DBColumn(columnName, dataType, remarks, fieldType));
+        }
+        return dbColumns;
+    }
+
+    @Override
+    public String rewriteSql(String sql) {
+        return sql.replaceAll("`", "");
+    }
+
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/H2Adaptor.java

@@ -62,7 +62,7 @@ public class H2Adaptor extends BaseDbAdaptor {
     }
 
     @Override
-    public String functionNameCorrector(String sql) {
+    public String rewriteSql(String sql) {
         return sql;
     }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/MysqlAdaptor.java

@@ -31,7 +31,7 @@ public class MysqlAdaptor extends BaseDbAdaptor {
     }
 
     @Override
-    public String functionNameCorrector(String sql) {
+    public String rewriteSql(String sql) {
         return sql;
     }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/adaptor/db/PostgresqlAdaptor.java

@@ -48,7 +48,7 @@ public class PostgresqlAdaptor extends BaseDbAdaptor {
     }
 
     @Override
-    public String functionNameCorrector(String sql) {
+    public String rewriteSql(String sql) {
         Map<String, String> functionMap = new HashMap<>();
         functionMap.put("MONTH".toLowerCase(), "TO_CHAR");
         functionMap.put("DAY".toLowerCase(), "TO_CHAR");

headless/core/src/main/java/com/tencent/supersonic/headless/core/executor/AbstractAccelerator.java

@@ -3,10 +3,10 @@ package com.tencent.supersonic.headless.core.executor;
 import com.tencent.supersonic.common.calcite.Configuration;
 import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
 import com.tencent.supersonic.headless.core.pojo.Materialization;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.TimeRange;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteTable;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteTable.Builder;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.SchemaBuilder;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteTable;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteTable.Builder;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.SchemaBuilder;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.TimeRange;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.calcite.adapter.enumerable.EnumerableRules;
 import org.apache.calcite.config.CalciteConnectionConfigImpl;

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/DataSetQueryParam.java

@@ -1,14 +0,0 @@
-package com.tencent.supersonic.headless.core.pojo;
-
-import com.tencent.supersonic.headless.api.pojo.MetricTable;
-import lombok.Data;
-
-import java.util.List;
-
-@Data
-public class DataSetQueryParam {
-    private String sql = "";
-    private List<MetricTable> tables;
-    private boolean supportWith = true;
-    private boolean withAlias = true;
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/Database.java

@@ -2,6 +2,7 @@ package com.tencent.supersonic.headless.core.pojo;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.pojo.RecordInfo;
+import com.tencent.supersonic.common.pojo.enums.EngineType;
 import com.tencent.supersonic.common.util.AESEncryptionUtil;
 import lombok.AllArgsConstructor;
 import lombok.Builder;
@@ -36,7 +37,7 @@ public class Database extends RecordInfo {
 
     private String schema;
     /** mysql,clickhouse */
-    private String type;
+    private EngineType type;
 
     private List<String> admins = Lists.newArrayList();
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/MetricQueryParam.java

@@ -1,17 +0,0 @@
-package com.tencent.supersonic.headless.core.pojo;
-
-import com.tencent.supersonic.common.pojo.ColumnOrder;
-import lombok.Data;
-
-import java.util.List;
-
-@Data
-public class MetricQueryParam {
-
-    private List<String> metrics;
-    private List<String> dimensions;
-    private String where;
-    private Long limit;
-    private List<ColumnOrder> order;
-    private boolean nativeQuery = false;
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/QueryStatement.java

@@ -1,34 +1,25 @@
 package com.tencent.supersonic.headless.core.pojo;
 
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
 import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Ontology;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Ontology;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import lombok.Data;
 import org.apache.commons.lang3.StringUtils;
-import org.apache.commons.lang3.tuple.ImmutablePair;
 import org.apache.commons.lang3.tuple.Triple;
 
-import java.util.List;
-
 @Data
 public class QueryStatement {
 
     private Long dataSetId;
-    private List<Long> modelIds;
     private String sql;
     private String errMsg;
-    private QueryParam queryParam;
-    private MetricQueryParam metricQueryParam;
-    private DataSetQueryParam dataSetQueryParam;
+    private StructQueryParam structQueryParam;
+    private SqlQueryParam sqlQueryParam;
+    private OntologyQueryParam ontologyQueryParam;
     private Integer status = 0;
     private Boolean isS2SQL = false;
-    private List<ImmutablePair<String, String>> timeRanges;
     private Boolean enableOptimize = true;
     private Triple<String, String, String> minMaxTime;
-    private String dataSetSql;
-    private String dataSetAlias;
-    private String dataSetSimplifySql;
-    private Boolean enableLimitWrapper = false;
     private Ontology ontology;
     private SemanticSchemaResp semanticSchemaResp;
     private Integer limit = 1000;
@@ -41,9 +32,4 @@ public class QueryStatement {
     public boolean isTranslated() {
         return isTranslated != null && isTranslated && isOk();
     }
-
-    public QueryStatement error(String msg) {
-        this.setErrMsg(msg);
-        return this;
-    }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/SqlQueryParam.java

@@ -0,0 +1,12 @@
+package com.tencent.supersonic.headless.core.pojo;
+
+import lombok.Data;
+
+@Data
+public class SqlQueryParam {
+    private String sql;
+    private String table;
+    private boolean supportWith = true;
+    private boolean withAlias = true;
+    private String simplifiedSql;
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/pojo/StructQueryParam.java

@@ -1,21 +1,18 @@
-package com.tencent.supersonic.headless.api.pojo;
+package com.tencent.supersonic.headless.core.pojo;
 
 import com.tencent.supersonic.common.pojo.Aggregator;
-import com.tencent.supersonic.common.pojo.ColumnOrder;
 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.Param;
 import lombok.Data;
 
 import java.util.ArrayList;
-import java.util.HashSet;
 import java.util.List;
-import java.util.Set;
 
 @Data
-public class QueryParam {
-    // struct
+public class StructQueryParam {
     private List<String> groups = new ArrayList();
     private List<Aggregator> aggregators = new ArrayList();
     private List<Order> orders = new ArrayList();
@@ -24,17 +21,5 @@ public class QueryParam {
     private DateConf dateInfo;
     private Long limit = 2000L;
     private QueryType queryType;
-    private String s2SQL;
-    private String correctS2SQL;
-    private Long dataSetId;
-    private String dataSetName;
-    private Set<Long> modelIds = new HashSet<>();
     private List<Param> params = new ArrayList<>();
-
-    // metric
-    private List<String> metrics = new ArrayList();
-    private List<String> dimensions;
-    private String where;
-    private List<ColumnOrder> order;
-    private boolean nativeQuery = false;
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/DefaultSemanticTranslator.java

@@ -1,507 +1,95 @@
 package com.tencent.supersonic.headless.core.translator;
 
 import com.tencent.supersonic.common.calcite.SqlMergeWithUtils;
-import com.tencent.supersonic.common.jsqlparser.SqlRemoveHelper;
-import com.tencent.supersonic.common.jsqlparser.SqlReplaceHelper;
-import com.tencent.supersonic.common.jsqlparser.SqlSelectFunctionHelper;
-import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
-import com.tencent.supersonic.common.pojo.Aggregator;
-import com.tencent.supersonic.common.pojo.Constants;
-import com.tencent.supersonic.common.pojo.enums.AggOperatorEnum;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.common.pojo.enums.QueryType;
-import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
-import com.tencent.supersonic.common.util.StringUtil;
-import com.tencent.supersonic.headless.api.pojo.Measure;
-import com.tencent.supersonic.headless.api.pojo.MetricTable;
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
-import com.tencent.supersonic.headless.api.pojo.SchemaItem;
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
-import com.tencent.supersonic.headless.api.pojo.enums.MetricType;
-import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
-import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
-import com.tencent.supersonic.headless.api.pojo.response.DimSchemaResp;
-import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
-import com.tencent.supersonic.headless.api.pojo.response.MetricSchemaResp;
-import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
-import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
-import com.tencent.supersonic.headless.core.adaptor.db.DbAdaptor;
-import com.tencent.supersonic.headless.core.adaptor.db.DbAdaptorFactory;
-import com.tencent.supersonic.headless.core.pojo.DataSetQueryParam;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Ontology;
+import com.tencent.supersonic.headless.core.pojo.SqlQueryParam;
 import com.tencent.supersonic.headless.core.translator.converter.QueryConverter;
+import com.tencent.supersonic.headless.core.translator.optimizer.QueryOptimizer;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import com.tencent.supersonic.headless.core.utils.ComponentFactory;
-import com.tencent.supersonic.headless.core.utils.SqlGenerateUtils;
 import lombok.extern.slf4j.Slf4j;
 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.stereotype.Component;
-import org.springframework.util.CollectionUtils;
 
 import java.util.ArrayList;
-import java.util.Comparator;
-import java.util.HashMap;
-import java.util.HashSet;
 import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Set;
 import java.util.stream.Collectors;
-import java.util.stream.Stream;
 
 @Component
 @Slf4j
 public class DefaultSemanticTranslator implements SemanticTranslator {
 
-    @Autowired
-    private SqlGenerateUtils sqlGenerateUtils;
-
     public void translate(QueryStatement queryStatement) {
         if (queryStatement.isTranslated()) {
             return;
         }
-
         try {
-            preprocess(queryStatement);
-            parse(queryStatement);
-            optimize(queryStatement);
+            for (QueryConverter converter : ComponentFactory.getQueryConverters()) {
+                if (converter.accept(queryStatement)) {
+                    log.debug("QueryConverter accept [{}]", converter.getClass().getName());
+                    converter.convert(queryStatement);
+                }
+            }
+            doOntologyParse(queryStatement);
+
+            if (StringUtils.isNotBlank(queryStatement.getSqlQueryParam().getSimplifiedSql())) {
+                queryStatement.setSql(queryStatement.getSqlQueryParam().getSimplifiedSql());
+            }
+            if (StringUtils.isBlank(queryStatement.getSql())) {
+                throw new RuntimeException("parse exception: " + queryStatement.getErrMsg());
+            }
+
+            for (QueryOptimizer queryOptimizer : ComponentFactory.getQueryOptimizers()) {
+                queryOptimizer.rewrite(queryStatement);
+            }
         } catch (Exception e) {
             queryStatement.setErrMsg(e.getMessage());
+            log.error("Failed to translate query [{}]", e.getMessage(), e);
         }
     }
 
-    private void parse(QueryStatement queryStatement) throws Exception {
-        QueryParam queryParam = queryStatement.getQueryParam();
-        if (Objects.isNull(queryStatement.getDataSetQueryParam())) {
-            queryStatement.setDataSetQueryParam(new DataSetQueryParam());
-        }
-        if (Objects.isNull(queryStatement.getMetricQueryParam())) {
-            queryStatement.setMetricQueryParam(new MetricQueryParam());
+    private void doOntologyParse(QueryStatement queryStatement) throws Exception {
+        OntologyQueryParam ontologyQueryParam = queryStatement.getOntologyQueryParam();
+        log.info("parse with ontology: [{}]", ontologyQueryParam);
+        ComponentFactory.getQueryParser().parse(queryStatement);
+        if (!queryStatement.isOk()) {
+            throw new Exception(String.format("parse ontology table [%s] error [%s]",
+                    queryStatement.getSqlQueryParam().getTable(), queryStatement.getErrMsg()));
         }
 
-        log.debug("SemanticConverter before [{}]", queryParam);
-        for (QueryConverter headlessConverter : ComponentFactory.getQueryConverters()) {
-            if (headlessConverter.accept(queryStatement)) {
-                log.debug("SemanticConverter accept [{}]", headlessConverter.getClass().getName());
-                headlessConverter.convert(queryStatement);
+        SqlQueryParam sqlQueryParam = queryStatement.getSqlQueryParam();
+        String ontologyQuerySql = sqlQueryParam.getSql();
+        String ontologyInnerTable = sqlQueryParam.getTable();
+        String ontologyInnerSql = queryStatement.getSql();
+
+        List<Pair<String, String>> tables = new ArrayList<>();
+        tables.add(Pair.of(ontologyInnerTable, ontologyInnerSql));
+        if (sqlQueryParam.isSupportWith()) {
+            EngineType engineType = queryStatement.getOntology().getDatabase().getType();
+            if (!SqlMergeWithUtils.hasWith(engineType, ontologyQuerySql)) {
+                String withSql = "with " + tables.stream()
+                        .map(t -> String.format("%s as (%s)", t.getLeft(), t.getRight()))
+                        .collect(Collectors.joining(",")) + "\n" + ontologyQuerySql;
+                queryStatement.setSql(withSql);
+            } else {
+                List<String> withTableList =
+                        tables.stream().map(Pair::getLeft).collect(Collectors.toList());
+                List<String> withSqlList =
+                        tables.stream().map(Pair::getRight).collect(Collectors.toList());
+                String mergeSql = SqlMergeWithUtils.mergeWith(engineType, ontologyQuerySql,
+                        withSqlList, withTableList);
+                queryStatement.setSql(mergeSql);
             }
-        }
-        log.debug("SemanticConverter after {} {} {}", queryParam,
-                queryStatement.getDataSetQueryParam(), queryStatement.getMetricQueryParam());
-
-        if (!queryStatement.getDataSetQueryParam().getSql().isEmpty()) {
-            doParse(queryStatement.getDataSetQueryParam(), queryStatement);
         } else {
-            queryStatement.getMetricQueryParam()
-                    .setNativeQuery(queryParam.getQueryType().isNativeAggQuery());
-            doParse(queryStatement,
-                    AggOption.getAggregation(queryStatement.getMetricQueryParam().isNativeQuery()));
-        }
-
-        if (StringUtils.isEmpty(queryStatement.getSql())) {
-            throw new RuntimeException("parse Exception: " + queryStatement.getErrMsg());
-        }
-        if (StringUtils.isNotBlank(queryStatement.getSql())
-                && !SqlSelectHelper.hasLimit(queryStatement.getSql())) {
-            String querySql =
-                    queryStatement.getSql() + " limit " + queryStatement.getLimit().toString();
-            queryStatement.setSql(querySql);
-        }
-    }
-
-    private QueryStatement doParse(DataSetQueryParam dataSetQueryParam,
-            QueryStatement queryStatement) {
-        log.info("parse dataSetQuery [{}] ", dataSetQueryParam);
-        Ontology ontology = queryStatement.getOntology();
-        EngineType engineType = EngineType.fromString(ontology.getDatabase().getType());
-        try {
-            if (!CollectionUtils.isEmpty(dataSetQueryParam.getTables())) {
-                List<String[]> tables = new ArrayList<>();
-                boolean isSingleTable = dataSetQueryParam.getTables().size() == 1;
-                for (MetricTable metricTable : dataSetQueryParam.getTables()) {
-                    QueryStatement tableSql = parserSql(metricTable, isSingleTable,
-                            dataSetQueryParam, queryStatement);
-                    if (isSingleTable && StringUtils.isNotBlank(tableSql.getDataSetSimplifySql())) {
-                        queryStatement.setSql(tableSql.getDataSetSimplifySql());
-                        queryStatement.setDataSetQueryParam(dataSetQueryParam);
-                        return queryStatement;
-                    }
-                    tables.add(new String[] {metricTable.getAlias(), tableSql.getSql()});
-                }
-                if (!tables.isEmpty()) {
-                    String sql;
-                    if (dataSetQueryParam.isSupportWith()) {
-                        if (!SqlMergeWithUtils.hasWith(engineType, dataSetQueryParam.getSql())) {
-                            sql = "with "
-                                    + tables.stream()
-                                            .map(t -> String.format("%s as (%s)", t[0], t[1]))
-                                            .collect(Collectors.joining(","))
-                                    + "\n" + dataSetQueryParam.getSql();
-                        } else {
-                            List<String> parentWithNameList = tables.stream().map(table -> table[0])
-                                    .collect(Collectors.toList());
-                            List<String> parentSqlList = tables.stream().map(table -> table[1])
-                                    .collect(Collectors.toList());
-                            sql = SqlMergeWithUtils.mergeWith(engineType,
-                                    dataSetQueryParam.getSql(), parentSqlList, parentWithNameList);
-                        }
-                    } else {
-                        sql = dataSetQueryParam.getSql();
-                        for (String[] tb : tables) {
-                            sql = StringUtils.replace(sql, tb[0], "(" + tb[1] + ") "
-                                    + (dataSetQueryParam.isWithAlias() ? "" : tb[0]), -1);
-                        }
-                    }
-                    queryStatement.setSql(sql);
-                    queryStatement.setDataSetQueryParam(dataSetQueryParam);
-                    return queryStatement;
-                }
+            for (Pair<String, String> tb : tables) {
+                ontologyQuerySql =
+                        StringUtils.replace(ontologyQuerySql, tb.getLeft(), "(" + tb.getRight()
+                                + ") " + (sqlQueryParam.isWithAlias() ? "" : tb.getLeft()), -1);
             }
-        } catch (Exception e) {
-            log.error("physicalSql error {}", e);
-            queryStatement.setErrMsg(e.getMessage());
-        }
-        return queryStatement;
-    }
-
-    private QueryStatement doParse(QueryStatement queryStatement, AggOption isAgg) {
-        MetricQueryParam metricQueryParam = queryStatement.getMetricQueryParam();
-        log.info("parse metricQuery [{}] isAgg [{}]", metricQueryParam, isAgg);
-        try {
-            ComponentFactory.getQueryParser().parse(queryStatement, isAgg);
-        } catch (Exception e) {
-            queryStatement.setErrMsg(e.getMessage());
-            log.error("parser error metricQueryReq[{}] error [{}]", metricQueryParam, e);
-        }
-        return queryStatement;
-    }
-
-    private QueryStatement parserSql(MetricTable metricTable, Boolean isSingleMetricTable,
-            DataSetQueryParam dataSetQueryParam, QueryStatement queryStatement) throws Exception {
-        MetricQueryParam metricQueryParam = new MetricQueryParam();
-        metricQueryParam.setMetrics(metricTable.getMetrics());
-        metricQueryParam.setDimensions(metricTable.getDimensions());
-        metricQueryParam.setWhere(StringUtil.formatSqlQuota(metricTable.getWhere()));
-        metricQueryParam.setNativeQuery(!AggOption.isAgg(metricTable.getAggOption()));
-
-        QueryStatement tableSql = new QueryStatement();
-        tableSql.setIsS2SQL(false);
-        tableSql.setMetricQueryParam(metricQueryParam);
-        tableSql.setMinMaxTime(queryStatement.getMinMaxTime());
-        tableSql.setEnableOptimize(queryStatement.getEnableOptimize());
-        tableSql.setDataSetId(queryStatement.getDataSetId());
-        tableSql.setOntology(queryStatement.getOntology());
-        if (isSingleMetricTable) {
-            tableSql.setDataSetSql(dataSetQueryParam.getSql());
-            tableSql.setDataSetAlias(metricTable.getAlias());
-        }
-        tableSql = doParse(tableSql, metricTable.getAggOption());
-        if (!tableSql.isOk()) {
-            throw new Exception(String.format("parser table [%s] error [%s]",
-                    metricTable.getAlias(), tableSql.getErrMsg()));
-        }
-        return tableSql;
-    }
-
-    private void optimize(QueryStatement queryStatement) {
-        for (QueryOptimizer queryOptimizer : ComponentFactory.getQueryOptimizers()) {
-            queryOptimizer.rewrite(queryStatement);
+            queryStatement.setSql(ontologyQuerySql);
         }
     }
 
-    private void preprocess(QueryStatement queryStatement) {
-        if (StringUtils.isBlank(queryStatement.getSql())) {
-            return;
-        }
-        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
-
-        convertNameToBizName(queryStatement);
-        rewriteFunction(queryStatement);
-        queryStatement.setSql(SqlRemoveHelper.removeUnderscores(queryStatement.getSql()));
-
-        String tableName = SqlSelectHelper.getTableName(queryStatement.getSql());
-        if (StringUtils.isEmpty(tableName)) {
-            return;
-        }
-        // correct order item is same as agg alias
-        String reqSql = queryStatement.getSql();
-        queryStatement.setSql(SqlReplaceHelper.replaceAggAliasOrderItem(queryStatement.getSql()));
-        log.debug("replaceOrderAggSameAlias {} -> {}", reqSql, queryStatement.getSql());
-        // 5.build MetricTables
-        List<String> allFields = SqlSelectHelper.getAllSelectFields(queryStatement.getSql());
-        List<MetricSchemaResp> metricSchemas = getMetrics(semanticSchemaResp, allFields);
-        List<String> metrics =
-                metricSchemas.stream().map(SchemaItem::getBizName).collect(Collectors.toList());
-        Set<String> dimensions = getDimensions(semanticSchemaResp, allFields);
-        QueryStructReq queryStructReq = new QueryStructReq();
-
-        MetricTable metricTable = new MetricTable();
-        metricTable.getMetrics().addAll(metrics);
-        metricTable.getDimensions().addAll(dimensions);
-        metricTable.setAlias(tableName.toLowerCase());
-        // if metric empty , fill model default
-        if (CollectionUtils.isEmpty(metricTable.getMetrics())) {
-            metricTable.getMetrics().add(sqlGenerateUtils.generateInternalMetricName(
-                    getDefaultModel(semanticSchemaResp, metricTable.getDimensions())));
-        } else {
-            queryStructReq.getAggregators()
-                    .addAll(metricTable.getMetrics().stream()
-                            .map(m -> new Aggregator(m, AggOperatorEnum.UNKNOWN))
-                            .collect(Collectors.toList()));
-        }
-        AggOption aggOption = getAggOption(queryStatement, metricSchemas);
-        metricTable.setAggOption(aggOption);
-        List<MetricTable> tables = new ArrayList<>();
-        tables.add(metricTable);
-
-        // 6.build ParseSqlReq
-        DataSetQueryParam datasetQueryParam = new DataSetQueryParam();
-        datasetQueryParam.setTables(tables);
-        datasetQueryParam.setSql(queryStatement.getSql());
-        DatabaseResp database = semanticSchemaResp.getDatabaseResp();
-        if (!sqlGenerateUtils.isSupportWith(EngineType.fromString(database.getType().toUpperCase()),
-                database.getVersion())) {
-            datasetQueryParam.setSupportWith(false);
-            datasetQueryParam.setWithAlias(false);
-        }
-
-        // 7. do deriveMetric
-        generateDerivedMetric(semanticSchemaResp, aggOption, datasetQueryParam);
-
-        // 8.physicalSql by ParseSqlReq
-        // queryStructReq.setDateInfo(queryStructUtils.getDateConfBySql(queryStatement.getSql()));
-        queryStructReq.setDataSetId(queryStatement.getDataSetId());
-        queryStructReq.setQueryType(getQueryType(aggOption));
-        log.debug("QueryReqConverter queryStructReq[{}]", queryStructReq);
-        QueryParam queryParam = new QueryParam();
-        BeanUtils.copyProperties(queryStructReq, queryParam);
-        queryStatement.setQueryParam(queryParam);
-        queryStatement.setDataSetQueryParam(datasetQueryParam);
-        // queryStatement.setMinMaxTime(queryStructUtils.getBeginEndTime(queryStructReq));
-    }
-
-    private AggOption getAggOption(QueryStatement queryStatement,
-            List<MetricSchemaResp> metricSchemas) {
-        String sql = queryStatement.getSql();
-        if (!SqlSelectFunctionHelper.hasAggregateFunction(sql) && !SqlSelectHelper.hasGroupBy(sql)
-                && !SqlSelectHelper.hasWith(sql) && !SqlSelectHelper.hasSubSelect(sql)) {
-            log.debug("getAggOption simple sql set to DEFAULT");
-            return AggOption.DEFAULT;
-        }
-        // if there is no group by in S2SQL,set MetricTable's aggOption to "NATIVE"
-        // if there is count() in S2SQL,set MetricTable's aggOption to "NATIVE"
-        if (!SqlSelectFunctionHelper.hasAggregateFunction(sql)
-                || SqlSelectFunctionHelper.hasFunction(sql, "count")
-                || SqlSelectFunctionHelper.hasFunction(sql, "count_distinct")) {
-            return AggOption.OUTER;
-        }
-        // if (queryStatement.isInnerLayerNative()) {
-        // return AggOption.NATIVE;
-        // }
-        if (SqlSelectHelper.hasSubSelect(sql) || SqlSelectHelper.hasWith(sql)
-                || SqlSelectHelper.hasGroupBy(sql)) {
-            return AggOption.OUTER;
-        }
-        long defaultAggNullCnt = metricSchemas.stream().filter(
-                m -> Objects.isNull(m.getDefaultAgg()) || StringUtils.isBlank(m.getDefaultAgg()))
-                .count();
-        if (defaultAggNullCnt > 0) {
-            log.debug("getAggOption find null defaultAgg metric set to NATIVE");
-            return AggOption.OUTER;
-        }
-        return AggOption.DEFAULT;
-    }
-
-    private void convertNameToBizName(QueryStatement queryStatement) {
-        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
-        Map<String, String> fieldNameToBizNameMap = getFieldNameToBizNameMap(semanticSchemaResp);
-        String sql = queryStatement.getSql();
-        log.debug("dataSetId:{},convert name to bizName before:{}", queryStatement.getDataSetId(),
-                sql);
-        sql = SqlReplaceHelper.replaceSqlByPositions(sql);
-        log.debug("replaceSqlByPositions:{}", sql);
-        sql = SqlReplaceHelper.replaceFields(sql, fieldNameToBizNameMap, true);
-        log.debug("dataSetId:{},convert name to bizName after:{}", queryStatement.getDataSetId(),
-                sql);
-        sql = SqlReplaceHelper.replaceTable(sql,
-                Constants.TABLE_PREFIX + queryStatement.getDataSetId());
-        log.debug("replaceTableName after:{}", sql);
-        queryStatement.setSql(sql);
-    }
-
-    private Set<String> getDimensions(SemanticSchemaResp semanticSchemaResp,
-            List<String> allFields) {
-        Map<String, String> dimensionLowerToNameMap = semanticSchemaResp.getDimensions().stream()
-                .collect(Collectors.toMap(entry -> entry.getBizName().toLowerCase(),
-                        SchemaItem::getBizName, (k1, k2) -> k1));
-        dimensionLowerToNameMap.put(TimeDimensionEnum.DAY.getName(),
-                TimeDimensionEnum.DAY.getName());
-        return allFields.stream()
-                .filter(entry -> dimensionLowerToNameMap.containsKey(entry.toLowerCase()))
-                .map(entry -> dimensionLowerToNameMap.get(entry.toLowerCase()))
-                .collect(Collectors.toSet());
-    }
-
-    private List<MetricSchemaResp> getMetrics(SemanticSchemaResp semanticSchemaResp,
-            List<String> allFields) {
-        Map<String, MetricSchemaResp> metricLowerToNameMap =
-                semanticSchemaResp.getMetrics().stream().collect(Collectors
-                        .toMap(entry -> entry.getBizName().toLowerCase(), entry -> entry));
-        return allFields.stream()
-                .filter(entry -> metricLowerToNameMap.containsKey(entry.toLowerCase()))
-                .map(entry -> metricLowerToNameMap.get(entry.toLowerCase()))
-                .collect(Collectors.toList());
-    }
-
-    private void rewriteFunction(QueryStatement queryStatement) {
-        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
-        DatabaseResp database = semanticSchemaResp.getDatabaseResp();
-        if (Objects.isNull(database) || Objects.isNull(database.getType())) {
-            return;
-        }
-        String type = database.getType();
-        DbAdaptor engineAdaptor = DbAdaptorFactory.getEngineAdaptor(type.toLowerCase());
-        if (Objects.nonNull(engineAdaptor)) {
-            String functionNameCorrector =
-                    engineAdaptor.functionNameCorrector(queryStatement.getSql());
-            queryStatement.setSql(functionNameCorrector);
-        }
-    }
-
-    protected Map<String, String> getFieldNameToBizNameMap(SemanticSchemaResp semanticSchemaResp) {
-        // support fieldName and field alias to bizName
-        Map<String, String> dimensionResults = semanticSchemaResp.getDimensions().stream().flatMap(
-                entry -> getPairStream(entry.getAlias(), entry.getName(), entry.getBizName()))
-                .collect(Collectors.toMap(Pair::getLeft, Pair::getRight, (k1, k2) -> k1));
-
-        Map<String, String> metricResults = semanticSchemaResp.getMetrics().stream().flatMap(
-                entry -> getPairStream(entry.getAlias(), entry.getName(), entry.getBizName()))
-                .collect(Collectors.toMap(Pair::getLeft, Pair::getRight, (k1, k2) -> k1));
-
-        dimensionResults.putAll(TimeDimensionEnum.getChNameToNameMap());
-        dimensionResults.putAll(TimeDimensionEnum.getNameToNameMap());
-        dimensionResults.putAll(metricResults);
-        return dimensionResults;
-    }
-
-    private Stream<Pair<String, String>> getPairStream(String aliasStr, String name,
-            String bizName) {
-        Set<Pair<String, String>> elements = new HashSet<>();
-        elements.add(Pair.of(name, bizName));
-        if (StringUtils.isNotBlank(aliasStr)) {
-            List<String> aliasList = SchemaItem.getAliasList(aliasStr);
-            for (String alias : aliasList) {
-                elements.add(Pair.of(alias, bizName));
-            }
-        }
-        return elements.stream();
-    }
-
-    private QueryType getQueryType(AggOption aggOption) {
-        boolean isAgg = AggOption.isAgg(aggOption);
-        QueryType queryType = QueryType.DETAIL;
-        if (isAgg) {
-            queryType = QueryType.AGGREGATE;
-        }
-        return queryType;
-    }
-
-    private void generateDerivedMetric(SemanticSchemaResp semanticSchemaResp, AggOption aggOption,
-            DataSetQueryParam viewQueryParam) {
-        String sql = viewQueryParam.getSql();
-        for (MetricTable metricTable : viewQueryParam.getTables()) {
-            Set<String> measures = new HashSet<>();
-            Map<String, String> replaces = generateDerivedMetric(semanticSchemaResp, aggOption,
-                    metricTable.getMetrics(), metricTable.getDimensions(), measures);
-
-            if (!CollectionUtils.isEmpty(replaces)) {
-                // metricTable sql use measures replace metric
-                sql = SqlReplaceHelper.replaceSqlByExpression(sql, replaces);
-                metricTable.setAggOption(AggOption.NATIVE);
-                // metricTable use measures replace metric
-                if (!CollectionUtils.isEmpty(measures)) {
-                    metricTable.setMetrics(new ArrayList<>(measures));
-                } else {
-                    // empty measure , fill default
-                    metricTable.setMetrics(new ArrayList<>());
-                    metricTable.getMetrics().add(sqlGenerateUtils.generateInternalMetricName(
-                            getDefaultModel(semanticSchemaResp, metricTable.getDimensions())));
-                }
-            }
-        }
-        viewQueryParam.setSql(sql);
-    }
-
-    private Map<String, String> generateDerivedMetric(SemanticSchemaResp semanticSchemaResp,
-            AggOption aggOption, List<String> metrics, List<String> dimensions,
-            Set<String> measures) {
-        Map<String, String> result = new HashMap<>();
-        List<MetricSchemaResp> metricResps = semanticSchemaResp.getMetrics();
-        List<DimSchemaResp> dimensionResps = semanticSchemaResp.getDimensions();
-
-        // Check if any metric is derived
-        boolean hasDerivedMetrics =
-                metricResps.stream().anyMatch(m -> metrics.contains(m.getBizName()) && MetricType
-                        .isDerived(m.getMetricDefineType(), m.getMetricDefineByMeasureParams()));
-        if (!hasDerivedMetrics) {
-            return result;
-        }
-
-        log.debug("begin to generateDerivedMetric {} [{}]", aggOption, metrics);
-
-        Set<String> allFields = new HashSet<>();
-        Map<String, Measure> allMeasures = new HashMap<>();
-        semanticSchemaResp.getModelResps().forEach(modelResp -> {
-            allFields.addAll(modelResp.getFieldList());
-            if (modelResp.getModelDetail().getMeasures() != null) {
-                modelResp.getModelDetail().getMeasures()
-                        .forEach(measure -> allMeasures.put(measure.getBizName(), measure));
-            }
-        });
-
-        Set<String> derivedDimensions = new HashSet<>();
-        Set<String> derivedMetrics = new HashSet<>();
-        Map<String, String> visitedMetrics = new HashMap<>();
-
-        for (MetricResp metricResp : metricResps) {
-            if (metrics.contains(metricResp.getBizName())) {
-                boolean isDerived = MetricType.isDerived(metricResp.getMetricDefineType(),
-                        metricResp.getMetricDefineByMeasureParams());
-                if (isDerived) {
-                    String expr = sqlGenerateUtils.generateDerivedMetric(metricResps, allFields,
-                            allMeasures, dimensionResps, sqlGenerateUtils.getExpr(metricResp),
-                            metricResp.getMetricDefineType(), aggOption, visitedMetrics,
-                            derivedMetrics, derivedDimensions);
-                    result.put(metricResp.getBizName(), expr);
-                    log.debug("derived metric {}->{}", metricResp.getBizName(), expr);
-                } else {
-                    measures.add(metricResp.getBizName());
-                }
-            }
-        }
-
-        measures.addAll(derivedMetrics);
-        derivedDimensions.stream().filter(dimension -> !dimensions.contains(dimension))
-                .forEach(dimensions::add);
-
-        return result;
-    }
-
-    private String getDefaultModel(SemanticSchemaResp semanticSchemaResp, List<String> dimensions) {
-        if (!CollectionUtils.isEmpty(dimensions)) {
-            Map<String, Long> modelMatchCnt = new HashMap<>();
-            for (ModelResp modelResp : semanticSchemaResp.getModelResps()) {
-                modelMatchCnt.put(modelResp.getBizName(), modelResp.getModelDetail().getDimensions()
-                        .stream().filter(d -> dimensions.contains(d.getBizName())).count());
-            }
-            return modelMatchCnt.entrySet().stream()
-                    .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder()))
-                    .map(m -> m.getKey()).findFirst().orElse("");
-        }
-        return semanticSchemaResp.getModelResps().get(0).getBizName();
-    }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/DetailQueryOptimizer.java

@@ -1,42 +0,0 @@
-package com.tencent.supersonic.headless.core.translator;
-
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
-import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.lang3.StringUtils;
-import org.springframework.stereotype.Component;
-import org.springframework.util.CollectionUtils;
-
-import java.util.Objects;
-import java.util.stream.Collectors;
-
-/** Remove the default metric added by the system when the query only has dimensions */
-@Slf4j
-@Component("DetailQueryOptimizer")
-public class DetailQueryOptimizer implements QueryOptimizer {
-
-    @Override
-    public void rewrite(QueryStatement queryStatement) {
-        QueryParam queryParam = queryStatement.getQueryParam();
-        String sqlRaw = queryStatement.getSql().trim();
-        if (StringUtils.isEmpty(sqlRaw)) {
-            throw new RuntimeException("sql is empty or null");
-        }
-        log.debug("before handleNoMetric, sql:{}", sqlRaw);
-        if (isDetailQuery(queryParam)) {
-            if (queryParam.getMetrics().size() == 0
-                    && !CollectionUtils.isEmpty(queryParam.getGroups())) {
-                String sqlForm = "select %s from ( %s ) src_no_metric";
-                String sql = String.format(sqlForm,
-                        queryParam.getGroups().stream().collect(Collectors.joining(",")), sqlRaw);
-                queryStatement.setSql(sql);
-            }
-        }
-        log.debug("after handleNoMetric, sql:{}", queryStatement.getSql());
-    }
-
-    public boolean isDetailQuery(QueryParam queryParam) {
-        return Objects.nonNull(queryParam) && queryParam.getQueryType().isNativeAggQuery()
-                && CollectionUtils.isEmpty(queryParam.getMetrics());
-    }
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/QueryParser.java

@@ -1,9 +0,0 @@
-package com.tencent.supersonic.headless.core.translator;
-
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
-import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-
-/** A query parser generates physical SQL for the QueryStatement. */
-public interface QueryParser {
-    void parse(QueryStatement queryStatement, AggOption aggOption) throws Exception;
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/calcite/sql/SqlBuilder.java

@@ -1,176 +0,0 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
-
-import com.tencent.supersonic.common.calcite.Configuration;
-import com.tencent.supersonic.common.calcite.SqlMergeWithUtils;
-import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
-import com.tencent.supersonic.headless.core.pojo.Database;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.DataModelNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.render.FilterRender;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.render.OutputRender;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.render.Renderer;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.render.SourceRender;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.calcite.sql.SqlNode;
-import org.apache.calcite.sql.parser.SqlParseException;
-import org.apache.calcite.sql.parser.SqlParser;
-import org.apache.calcite.sql.validate.SqlValidatorScope;
-
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.LinkedList;
-import java.util.List;
-import java.util.ListIterator;
-import java.util.Objects;
-
-/** parsing from query dimensions and metrics */
-@Slf4j
-public class SqlBuilder {
-
-    private final S2CalciteSchema schema;
-    private MetricQueryParam metricQueryParam;
-    private SqlValidatorScope scope;
-    private SqlNode parserNode;
-    private boolean isAgg = false;
-    private AggOption aggOption = AggOption.DEFAULT;
-
-    public SqlBuilder(S2CalciteSchema schema) {
-        this.schema = schema;
-    }
-
-    public void build(QueryStatement queryStatement, AggOption aggOption) throws Exception {
-        this.metricQueryParam = queryStatement.getMetricQueryParam();
-        if (metricQueryParam.getMetrics() == null) {
-            metricQueryParam.setMetrics(new ArrayList<>());
-        }
-        if (metricQueryParam.getDimensions() == null) {
-            metricQueryParam.setDimensions(new ArrayList<>());
-        }
-        if (metricQueryParam.getLimit() == null) {
-            metricQueryParam.setLimit(0L);
-        }
-        this.aggOption = aggOption;
-
-        buildParseNode();
-        Database database = queryStatement.getOntology().getDatabase();
-        EngineType engineType = EngineType.fromString(database.getType());
-        optimizeParseNode(engineType);
-        String sql = getSql(engineType);
-
-        queryStatement.setSql(sql);
-        if (Objects.nonNull(queryStatement.getEnableOptimize())
-                && queryStatement.getEnableOptimize()
-                && Objects.nonNull(queryStatement.getDataSetAlias())
-                && !queryStatement.getDataSetAlias().isEmpty()) {
-            // simplify model sql with query sql
-            String simplifySql = rewrite(getSqlByDataSet(engineType, sql,
-                    queryStatement.getDataSetSql(), queryStatement.getDataSetAlias()), engineType);
-            if (Objects.nonNull(simplifySql) && !simplifySql.isEmpty()) {
-                log.debug("simplifySql [{}]", simplifySql);
-                queryStatement.setDataSetSimplifySql(simplifySql);
-            }
-        }
-    }
-
-    private void buildParseNode() throws Exception {
-        // find the match Datasource
-        scope = SchemaBuilder.getScope(schema);
-        List<DataModel> dataModels =
-                DataModelNode.getRelatedDataModels(scope, schema, metricQueryParam);
-        if (dataModels == null || dataModels.isEmpty()) {
-            throw new Exception("data model not found");
-        }
-        isAgg = getAgg(dataModels.get(0));
-
-        // build level by level
-        LinkedList<Renderer> builders = new LinkedList<>();
-        builders.add(new SourceRender());
-        builders.add(new FilterRender());
-        builders.add(new OutputRender());
-        ListIterator<Renderer> it = builders.listIterator();
-        int i = 0;
-        Renderer previous = null;
-        while (it.hasNext()) {
-            Renderer renderer = it.next();
-            if (previous != null) {
-                previous.render(metricQueryParam, dataModels, scope, schema, !isAgg);
-                renderer.setTable(previous
-                        .builderAs(DataModelNode.getNames(dataModels) + "_" + String.valueOf(i)));
-                i++;
-            }
-            previous = renderer;
-        }
-        builders.getLast().render(metricQueryParam, dataModels, scope, schema, !isAgg);
-        parserNode = builders.getLast().builder();
-    }
-
-    private boolean getAgg(DataModel dataModel) {
-        if (!AggOption.DEFAULT.equals(aggOption)) {
-            return AggOption.isAgg(aggOption);
-        }
-        // default by dataModel time aggregation
-        if (Objects.nonNull(dataModel.getAggTime()) && !dataModel.getAggTime()
-                .equalsIgnoreCase(Constants.DIMENSION_TYPE_TIME_GRANULARITY_NONE)) {
-            if (!metricQueryParam.isNativeQuery()) {
-                return true;
-            }
-        }
-        return isAgg;
-    }
-
-    public String getSql(EngineType engineType) {
-        return SemanticNode.getSql(parserNode, engineType);
-    }
-
-    private String rewrite(String sql, EngineType engineType) {
-        try {
-            SqlNode sqlNode =
-                    SqlParser.create(sql, Configuration.getParserConfig(engineType)).parseStmt();
-            if (Objects.nonNull(sqlNode)) {
-                return SemanticNode.getSql(
-                        SemanticNode.optimize(scope, schema, sqlNode, engineType), engineType);
-            }
-        } catch (Exception e) {
-            log.error("optimize error {}", e.toString());
-        }
-        return "";
-    }
-
-    private void optimizeParseNode(EngineType engineType) {
-        if (Objects.isNull(schema.getRuntimeOptions())
-                || Objects.isNull(schema.getRuntimeOptions().getEnableOptimize())
-                || !schema.getRuntimeOptions().getEnableOptimize()) {
-            return;
-        }
-
-        SqlNode optimizeNode = null;
-        try {
-            SqlNode sqlNode = SqlParser.create(SemanticNode.getSql(parserNode, engineType),
-                    Configuration.getParserConfig(engineType)).parseStmt();
-            if (Objects.nonNull(sqlNode)) {
-                optimizeNode = SemanticNode.optimize(scope, schema, sqlNode, engineType);
-            }
-        } catch (Exception e) {
-            log.error("optimize error {}", e);
-        }
-
-        if (Objects.nonNull(optimizeNode)) {
-            parserNode = optimizeNode;
-        }
-    }
-
-    private String getSqlByDataSet(EngineType engineType, String parentSql, String dataSetSql,
-            String parentAlias) throws SqlParseException {
-        if (!SqlMergeWithUtils.hasWith(engineType, dataSetSql)) {
-            return String.format("with %s as (%s) %s", parentAlias, parentSql, dataSetSql);
-        }
-        return SqlMergeWithUtils.mergeWith(engineType, dataSetSql,
-                Collections.singletonList(parentSql), Collections.singletonList(parentAlias));
-    }
-
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/DefaultDimValueConverter.java

@@ -4,9 +4,8 @@ import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.jsqlparser.SqlAddHelper;
 import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
 import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
-import com.tencent.supersonic.headless.api.pojo.MetricTable;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
 import lombok.extern.slf4j.Slf4j;
 import net.sf.jsqlparser.expression.Expression;
 import net.sf.jsqlparser.expression.StringValue;
@@ -28,8 +27,8 @@ public class DefaultDimValueConverter implements QueryConverter {
 
     @Override
     public boolean accept(QueryStatement queryStatement) {
-        return !Objects.isNull(queryStatement.getDataSetQueryParam())
-                && !StringUtils.isBlank(queryStatement.getDataSetQueryParam().getSql());
+        return Objects.nonNull(queryStatement.getSqlQueryParam())
+                && StringUtils.isNotBlank(queryStatement.getSqlQueryParam().getSql());
     }
 
     @Override
@@ -40,15 +39,13 @@ public class DefaultDimValueConverter implements QueryConverter {
         if (CollectionUtils.isEmpty(dimensions)) {
             return;
         }
-        String sql = queryStatement.getDataSetQueryParam().getSql();
+        String sql = queryStatement.getSqlQueryParam().getSql();
         List<String> whereFields = SqlSelectHelper.getWhereFields(sql).stream()
                 .filter(field -> !TimeDimensionEnum.containsTimeDimension(field))
                 .collect(Collectors.toList());
         if (!CollectionUtils.isEmpty(whereFields)) {
             return;
         }
-        MetricTable metricTable =
-                queryStatement.getDataSetQueryParam().getTables().stream().findFirst().orElse(null);
         List<Expression> expressions = Lists.newArrayList();
         for (Dimension dimension : dimensions) {
             ExpressionList expressionList = new ExpressionList();
@@ -59,11 +56,11 @@ public class DefaultDimValueConverter implements QueryConverter {
             inExpression.setLeftExpression(new Column(dimension.getBizName()));
             inExpression.setRightExpression(expressionList);
             expressions.add(inExpression);
-            if (metricTable != null) {
-                metricTable.getDimensions().add(dimension.getBizName());
+            if (Objects.nonNull(queryStatement.getSqlQueryParam().getTable())) {
+                queryStatement.getOntologyQueryParam().getDimensions().add(dimension.getBizName());
             }
         }
         sql = SqlAddHelper.addWhere(sql, expressions);
-        queryStatement.getDataSetQueryParam().setSql(sql);
+        queryStatement.getSqlQueryParam().setSql(sql);
     }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/MetricRatioConverter.java

@@ -6,82 +6,46 @@ import com.tencent.supersonic.common.pojo.enums.DatePeriodEnum;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
 import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.common.util.DateModeUtils;
-import com.tencent.supersonic.headless.api.pojo.MetricTable;
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
 import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
-import com.tencent.supersonic.headless.core.pojo.DataSetQueryParam;
 import com.tencent.supersonic.headless.core.pojo.Database;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.pojo.SqlQueryParam;
+import com.tencent.supersonic.headless.core.pojo.StructQueryParam;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import com.tencent.supersonic.headless.core.utils.SqlGenerateUtils;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Component;
 import org.springframework.util.CollectionUtils;
 
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.List;
 import java.util.Objects;
 import java.util.stream.Collectors;
 
-/** supplement the QueryStatement when query with custom aggregation method */
 @Component("CalculateAggConverter")
 @Slf4j
-public class CalculateAggConverter implements QueryConverter {
+public class MetricRatioConverter implements QueryConverter {
 
     public interface EngineSql {
 
-        String sql(QueryParam queryParam, boolean isOver, boolean asWith, String metricSql);
-    }
-
-    public DataSetQueryParam generateSqlCommend(QueryStatement queryStatement,
-            EngineType engineTypeEnum, String version) throws Exception {
-        SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
-        QueryParam queryParam = queryStatement.getQueryParam();
-        // 同环比
-        if (isRatioAccept(queryParam)) {
-            return generateRatioSqlCommand(queryStatement, engineTypeEnum, version);
-        }
-        DataSetQueryParam sqlCommand = new DataSetQueryParam();
-        String metricTableName = "v_metric_tb_tmp";
-        MetricTable metricTable = new MetricTable();
-        metricTable.setAlias(metricTableName);
-        metricTable.setMetrics(queryParam.getMetrics());
-        metricTable.setDimensions(queryParam.getGroups());
-        String where = sqlGenerateUtils.generateWhere(queryParam, null);
-        log.info("in generateSqlCommand, complete where:{}", where);
-        metricTable.setWhere(where);
-        metricTable.setAggOption(AggOption.AGGREGATION);
-        sqlCommand.setTables(new ArrayList<>(Collections.singletonList(metricTable)));
-        String sql = String.format("select %s from %s  %s %s %s",
-                sqlGenerateUtils.getSelect(queryParam), metricTableName,
-                sqlGenerateUtils.getGroupBy(queryParam), sqlGenerateUtils.getOrderBy(queryParam),
-                sqlGenerateUtils.getLimit(queryParam));
-        if (!sqlGenerateUtils.isSupportWith(engineTypeEnum, version)) {
-            sqlCommand.setSupportWith(false);
-            sql = String.format("select %s from %s t0 %s %s %s",
-                    sqlGenerateUtils.getSelect(queryParam), metricTableName,
-                    sqlGenerateUtils.getGroupBy(queryParam),
-                    sqlGenerateUtils.getOrderBy(queryParam), sqlGenerateUtils.getLimit(queryParam));
-        }
-        sqlCommand.setSql(sql);
-        return sqlCommand;
+        String sql(StructQueryParam structQueryParam, boolean isOver, boolean asWith,
+                String metricSql);
     }
 
     @Override
     public boolean accept(QueryStatement queryStatement) {
-        if (Objects.isNull(queryStatement.getQueryParam()) || queryStatement.getIsS2SQL()) {
+        if (Objects.isNull(queryStatement.getStructQueryParam()) || queryStatement.getIsS2SQL()
+                || !isRatioAccept(queryStatement.getStructQueryParam())) {
             return false;
         }
-        QueryParam queryParam = queryStatement.getQueryParam();
-        if (queryParam.getQueryType().isNativeAggQuery()) {
-            return false;
-        }
-        if (CollectionUtils.isEmpty(queryParam.getAggregators())) {
+        StructQueryParam structQueryParam = queryStatement.getStructQueryParam();
+        if (structQueryParam.getQueryType().isNativeAggQuery()
+                || CollectionUtils.isEmpty(structQueryParam.getAggregators())) {
             return false;
         }
 
         int nonSumFunction = 0;
-        for (Aggregator agg : queryParam.getAggregators()) {
+        for (Aggregator agg : structQueryParam.getAggregators()) {
             if (agg.getFunc() == null || "".equals(agg.getFunc())) {
                 return false;
             }
@@ -98,14 +62,12 @@ public class CalculateAggConverter implements QueryConverter {
     @Override
     public void convert(QueryStatement queryStatement) throws Exception {
         Database database = queryStatement.getOntology().getDatabase();
-        DataSetQueryParam dataSetQueryParam = generateSqlCommend(queryStatement,
-                EngineType.fromString(database.getType().toUpperCase()), database.getVersion());
-        queryStatement.setDataSetQueryParam(dataSetQueryParam);
+        generateRatioSql(queryStatement, database.getType(), database.getVersion());
     }
 
     /** Ratio */
-    public boolean isRatioAccept(QueryParam queryParam) {
-        Long ratioFuncNum = queryParam.getAggregators().stream()
+    public boolean isRatioAccept(StructQueryParam structQueryParam) {
+        Long ratioFuncNum = structQueryParam.getAggregators().stream()
                 .filter(f -> (f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_OVER)))
                 .count();
@@ -115,53 +77,47 @@ public class CalculateAggConverter implements QueryConverter {
         return false;
     }
 
-    public DataSetQueryParam generateRatioSqlCommand(QueryStatement queryStatement,
-            EngineType engineTypeEnum, String version) throws Exception {
+    public void generateRatioSql(QueryStatement queryStatement, EngineType engineTypeEnum,
+            String version) throws Exception {
         SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
-        QueryParam queryParam = queryStatement.getQueryParam();
-        check(queryParam);
+        StructQueryParam structQueryParam = queryStatement.getStructQueryParam();
+        check(structQueryParam);
         queryStatement.setEnableOptimize(false);
-        DataSetQueryParam sqlCommand = new DataSetQueryParam();
+        OntologyQueryParam ontologyQueryParam = queryStatement.getOntologyQueryParam();
+        ontologyQueryParam.setAggOption(AggOption.AGGREGATION);
         String metricTableName = "v_metric_tb_tmp";
-        MetricTable metricTable = new MetricTable();
-        metricTable.setAlias(metricTableName);
-        metricTable.setMetrics(queryParam.getMetrics());
-        metricTable.setDimensions(queryParam.getGroups());
-        String where = sqlGenerateUtils.generateWhere(queryParam, null);
-        log.info("in generateSqlCommend, complete where:{}", where);
-        metricTable.setWhere(where);
-        metricTable.setAggOption(AggOption.AGGREGATION);
-        sqlCommand.setTables(new ArrayList<>(Collections.singletonList(metricTable)));
-        boolean isOver = isOverRatio(queryParam);
+        boolean isOver = isOverRatio(structQueryParam);
         String sql = "";
+
+        SqlQueryParam dsParam = queryStatement.getSqlQueryParam();
+        dsParam.setTable(metricTableName);
         switch (engineTypeEnum) {
             case H2:
-                sql = new H2EngineSql().sql(queryParam, isOver, true, metricTableName);
+                sql = new H2EngineSql().sql(structQueryParam, isOver, true, metricTableName);
                 break;
             case MYSQL:
             case DORIS:
             case CLICKHOUSE:
                 if (!sqlGenerateUtils.isSupportWith(engineTypeEnum, version)) {
-                    sqlCommand.setSupportWith(false);
+                    dsParam.setSupportWith(false);
                 }
                 if (!engineTypeEnum.equals(engineTypeEnum.CLICKHOUSE)) {
-                    sql = new MysqlEngineSql().sql(queryParam, isOver, sqlCommand.isSupportWith(),
-                            metricTableName);
+                    sql = new MysqlEngineSql().sql(structQueryParam, isOver,
+                            dsParam.isSupportWith(), metricTableName);
                 } else {
-                    sql = new CkEngineSql().sql(queryParam, isOver, sqlCommand.isSupportWith(),
+                    sql = new CkEngineSql().sql(structQueryParam, isOver, dsParam.isSupportWith(),
                             metricTableName);
                 }
                 break;
             default:
         }
-        sqlCommand.setSql(sql);
-        return sqlCommand;
+        dsParam.setSql(sql);
     }
 
     public class H2EngineSql implements EngineSql {
 
-        public String getOverSelect(QueryParam queryParam, boolean isOver) {
-            String aggStr = queryParam.getAggregators().stream().map(f -> {
+        public String getOverSelect(StructQueryParam structQueryParam, boolean isOver) {
+            String aggStr = structQueryParam.getAggregators().stream().map(f -> {
                 if (f.getFunc().equals(AggOperatorEnum.RATIO_OVER)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)) {
                     return String.format("( (%s-%s_roll)/cast(%s_roll as DOUBLE) ) as %s_%s,%s",
@@ -171,43 +127,44 @@ public class CalculateAggConverter implements QueryConverter {
                     return f.getColumn();
                 }
             }).collect(Collectors.joining(","));
-            return CollectionUtils.isEmpty(queryParam.getGroups()) ? aggStr
-                    : String.join(",", queryParam.getGroups()) + "," + aggStr;
+            return CollectionUtils.isEmpty(structQueryParam.getGroups()) ? aggStr
+                    : String.join(",", structQueryParam.getGroups()) + "," + aggStr;
         }
 
-        public String getTimeSpan(QueryParam queryParam, boolean isOver, boolean isAdd) {
-            if (Objects.nonNull(queryParam.getDateInfo())) {
+        public String getTimeSpan(StructQueryParam structQueryParam, boolean isOver,
+                boolean isAdd) {
+            if (Objects.nonNull(structQueryParam.getDateInfo())) {
                 String addStr = isAdd ? "" : "-";
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.DAY)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.DAY)) {
                     return "day," + (isOver ? addStr + "7" : addStr + "1");
                 }
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
                     return isOver ? "month," + addStr + "1" : "day," + addStr + "7";
                 }
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH.MONTH)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH.MONTH)) {
                     return isOver ? "year," + addStr + "1" : "month," + addStr + "1";
                 }
             }
             return "";
         }
 
-        public String getJoinOn(QueryParam queryParam, boolean isOver, String aliasLeft,
+        public String getJoinOn(StructQueryParam structQueryParam, boolean isOver, String aliasLeft,
                 String aliasRight) {
-            String timeDim = getTimeDim(queryParam);
-            String timeSpan = getTimeSpan(queryParam, isOver, true);
-            String aggStr = queryParam.getAggregators().stream().map(f -> {
+            String timeDim = getTimeDim(structQueryParam);
+            String timeSpan = getTimeSpan(structQueryParam, isOver, true);
+            String aggStr = structQueryParam.getAggregators().stream().map(f -> {
                 if (f.getFunc().equals(AggOperatorEnum.RATIO_OVER)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)) {
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
                         return String.format(
                                 "%s is not null and %s = FORMATDATETIME(DATEADD(%s,CONCAT(%s,'-01')),'yyyy-MM') ",
                                 aliasRight + timeDim, aliasLeft + timeDim, timeSpan,
                                 aliasRight + timeDim);
                     }
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
                             && isOver) {
                         return String.format(" DATE_TRUNC('week',DATEADD(%s,%s) ) = %s ",
-                                getTimeSpan(queryParam, isOver, false), aliasLeft + timeDim,
+                                getTimeSpan(structQueryParam, isOver, false), aliasLeft + timeDim,
                                 aliasRight + timeDim);
                     }
                     return String.format("%s = TIMESTAMPADD(%s,%s) ", aliasLeft + timeDim, timeSpan,
@@ -217,7 +174,7 @@ public class CalculateAggConverter implements QueryConverter {
                 }
             }).collect(Collectors.joining(" and "));
             List<String> groups = new ArrayList<>();
-            for (String group : queryParam.getGroups()) {
+            for (String group : structQueryParam.getGroups()) {
                 if (group.equalsIgnoreCase(timeDim)) {
                     continue;
                 }
@@ -228,35 +185,36 @@ public class CalculateAggConverter implements QueryConverter {
         }
 
         @Override
-        public String sql(QueryParam queryParam, boolean isOver, boolean asWith, String metricSql) {
+        public String sql(StructQueryParam structQueryParam, boolean isOver, boolean asWith,
+                String metricSql) {
             String sql = String.format(
                     "select %s from ( select %s , %s from %s t0 left join %s t1 on %s ) metric_tb_src %s %s ",
-                    getOverSelect(queryParam, isOver), getAllSelect(queryParam, "t0."),
-                    getAllJoinSelect(queryParam, "t1."), metricSql, metricSql,
-                    getJoinOn(queryParam, isOver, "t0.", "t1."), getOrderBy(queryParam),
-                    getLimit(queryParam));
+                    getOverSelect(structQueryParam, isOver), getAllSelect(structQueryParam, "t0."),
+                    getAllJoinSelect(structQueryParam, "t1."), metricSql, metricSql,
+                    getJoinOn(structQueryParam, isOver, "t0.", "t1."), getOrderBy(structQueryParam),
+                    getLimit(structQueryParam));
             return sql;
         }
     }
 
     public class CkEngineSql extends MysqlEngineSql {
 
-        public String getJoinOn(QueryParam queryParam, boolean isOver, String aliasLeft,
+        public String getJoinOn(StructQueryParam structQueryParam, boolean isOver, String aliasLeft,
                 String aliasRight) {
-            String timeDim = getTimeDim(queryParam);
-            String timeSpan = "INTERVAL  " + getTimeSpan(queryParam, isOver, true);
-            String aggStr = queryParam.getAggregators().stream().map(f -> {
+            String timeDim = getTimeDim(structQueryParam);
+            String timeSpan = "INTERVAL  " + getTimeSpan(structQueryParam, isOver, true);
+            String aggStr = structQueryParam.getAggregators().stream().map(f -> {
                 if (f.getFunc().equals(AggOperatorEnum.RATIO_OVER)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)) {
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
                         return String.format(
                                 "toDate(CONCAT(%s,'-01')) = date_add(toDate(CONCAT(%s,'-01')),%s)  ",
                                 aliasLeft + timeDim, aliasRight + timeDim, timeSpan);
                     }
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
                             && isOver) {
                         return String.format("toMonday(date_add(%s ,INTERVAL %s) ) = %s",
-                                aliasLeft + timeDim, getTimeSpan(queryParam, isOver, false),
+                                aliasLeft + timeDim, getTimeSpan(structQueryParam, isOver, false),
                                 aliasRight + timeDim);
                     }
                     return String.format("%s = date_add(%s,%s) ", aliasLeft + timeDim,
@@ -266,7 +224,7 @@ public class CalculateAggConverter implements QueryConverter {
                 }
             }).collect(Collectors.joining(" and "));
             List<String> groups = new ArrayList<>();
-            for (String group : queryParam.getGroups()) {
+            for (String group : structQueryParam.getGroups()) {
                 if (group.equalsIgnoreCase(timeDim)) {
                     continue;
                 }
@@ -277,45 +235,49 @@ public class CalculateAggConverter implements QueryConverter {
         }
 
         @Override
-        public String sql(QueryParam queryParam, boolean isOver, boolean asWith, String metricSql) {
+        public String sql(StructQueryParam structQueryParam, boolean isOver, boolean asWith,
+                String metricSql) {
             if (!asWith) {
                 return String.format(
                         "select %s from ( select %s , %s from %s t0 left join %s t1 on %s ) metric_tb_src %s %s ",
-                        getOverSelect(queryParam, isOver), getAllSelect(queryParam, "t0."),
-                        getAllJoinSelect(queryParam, "t1."), metricSql, metricSql,
-                        getJoinOn(queryParam, isOver, "t0.", "t1."), getOrderBy(queryParam),
-                        getLimit(queryParam));
+                        getOverSelect(structQueryParam, isOver),
+                        getAllSelect(structQueryParam, "t0."),
+                        getAllJoinSelect(structQueryParam, "t1."), metricSql, metricSql,
+                        getJoinOn(structQueryParam, isOver, "t0.", "t1."),
+                        getOrderBy(structQueryParam), getLimit(structQueryParam));
             }
             return String.format(
                     ",t0 as (select * from %s),t1 as (select * from %s) select %s from ( select %s , %s "
                             + "from  t0 left join t1 on %s ) metric_tb_src %s %s ",
-                    metricSql, metricSql, getOverSelect(queryParam, isOver),
-                    getAllSelect(queryParam, "t0."), getAllJoinSelect(queryParam, "t1."),
-                    getJoinOn(queryParam, isOver, "t0.", "t1."), getOrderBy(queryParam),
-                    getLimit(queryParam));
+                    metricSql, metricSql, getOverSelect(structQueryParam, isOver),
+                    getAllSelect(structQueryParam, "t0."),
+                    getAllJoinSelect(structQueryParam, "t1."),
+                    getJoinOn(structQueryParam, isOver, "t0.", "t1."), getOrderBy(structQueryParam),
+                    getLimit(structQueryParam));
         }
     }
 
     public class MysqlEngineSql implements EngineSql {
 
-        public String getTimeSpan(QueryParam queryParam, boolean isOver, boolean isAdd) {
-            if (Objects.nonNull(queryParam.getDateInfo())) {
+        public String getTimeSpan(StructQueryParam structQueryParam, boolean isOver,
+                boolean isAdd) {
+            if (Objects.nonNull(structQueryParam.getDateInfo())) {
                 String addStr = isAdd ? "" : "-";
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.DAY)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.DAY)) {
                     return isOver ? addStr + "7 day" : addStr + "1 day";
                 }
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)) {
                     return isOver ? addStr + "1 month" : addStr + "7 day";
                 }
-                if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
+                if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
                     return isOver ? addStr + "1 year" : addStr + "1 month";
                 }
             }
             return "";
         }
 
-        public String getOverSelect(QueryParam queryParam, boolean isOver) {
-            String aggStr = queryParam.getAggregators().stream().map(f -> {
+        public String getOverSelect(StructQueryParam structQueryParam, boolean isOver) {
+            String aggStr = structQueryParam.getAggregators().stream().map(f -> {
                 if (f.getFunc().equals(AggOperatorEnum.RATIO_OVER)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)) {
                     return String.format("if(%s_roll!=0,  (%s-%s_roll)/%s_roll , 0) as %s_%s,%s",
@@ -325,26 +287,26 @@ public class CalculateAggConverter implements QueryConverter {
                     return f.getColumn();
                 }
             }).collect(Collectors.joining(","));
-            return CollectionUtils.isEmpty(queryParam.getGroups()) ? aggStr
-                    : String.join(",", queryParam.getGroups()) + "," + aggStr;
+            return CollectionUtils.isEmpty(structQueryParam.getGroups()) ? aggStr
+                    : String.join(",", structQueryParam.getGroups()) + "," + aggStr;
         }
 
-        public String getJoinOn(QueryParam queryParam, boolean isOver, String aliasLeft,
+        public String getJoinOn(StructQueryParam structQueryParam, boolean isOver, String aliasLeft,
                 String aliasRight) {
-            String timeDim = getTimeDim(queryParam);
-            String timeSpan = "INTERVAL  " + getTimeSpan(queryParam, isOver, true);
-            String aggStr = queryParam.getAggregators().stream().map(f -> {
+            String timeDim = getTimeDim(structQueryParam);
+            String timeSpan = "INTERVAL  " + getTimeSpan(structQueryParam, isOver, true);
+            String aggStr = structQueryParam.getAggregators().stream().map(f -> {
                 if (f.getFunc().equals(AggOperatorEnum.RATIO_OVER)
                         || f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)) {
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.MONTH)) {
                         return String.format(
                                 "%s = DATE_FORMAT(date_add(CONCAT(%s,'-01'), %s),'%%Y-%%m') ",
                                 aliasLeft + timeDim, aliasRight + timeDim, timeSpan);
                     }
-                    if (queryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
+                    if (structQueryParam.getDateInfo().getPeriod().equals(DatePeriodEnum.WEEK)
                             && isOver) {
                         return String.format("to_monday(date_add(%s ,INTERVAL %s) ) = %s",
-                                aliasLeft + timeDim, getTimeSpan(queryParam, isOver, false),
+                                aliasLeft + timeDim, getTimeSpan(structQueryParam, isOver, false),
                                 aliasRight + timeDim);
                     }
                     return String.format("%s = date_add(%s,%s) ", aliasLeft + timeDim,
@@ -354,7 +316,7 @@ public class CalculateAggConverter implements QueryConverter {
                 }
             }).collect(Collectors.joining(" and "));
             List<String> groups = new ArrayList<>();
-            for (String group : queryParam.getGroups()) {
+            for (String group : structQueryParam.getGroups()) {
                 if (group.equalsIgnoreCase(timeDim)) {
                     continue;
                 }
@@ -365,51 +327,53 @@ public class CalculateAggConverter implements QueryConverter {
         }
 
         @Override
-        public String sql(QueryParam queryParam, boolean isOver, boolean asWith, String metricSql) {
+        public String sql(StructQueryParam structQueryParam, boolean isOver, boolean asWith,
+                String metricSql) {
             String sql = String.format(
                     "select %s from ( select %s , %s from %s t0 left join %s t1 on %s ) metric_tb_src %s %s ",
-                    getOverSelect(queryParam, isOver), getAllSelect(queryParam, "t0."),
-                    getAllJoinSelect(queryParam, "t1."), metricSql, metricSql,
-                    getJoinOn(queryParam, isOver, "t0.", "t1."), getOrderBy(queryParam),
-                    getLimit(queryParam));
+                    getOverSelect(structQueryParam, isOver), getAllSelect(structQueryParam, "t0."),
+                    getAllJoinSelect(structQueryParam, "t1."), metricSql, metricSql,
+                    getJoinOn(structQueryParam, isOver, "t0.", "t1."), getOrderBy(structQueryParam),
+                    getLimit(structQueryParam));
             return sql;
         }
     }
 
-    private String getAllJoinSelect(QueryParam queryParam, String alias) {
-        String aggStr = queryParam.getAggregators().stream()
+    private String getAllJoinSelect(StructQueryParam structQueryParam, String alias) {
+        String aggStr = structQueryParam.getAggregators().stream()
                 .map(f -> getSelectField(f, alias) + " as " + getSelectField(f, "") + "_roll")
                 .collect(Collectors.joining(","));
         List<String> groups = new ArrayList<>();
-        for (String group : queryParam.getGroups()) {
+        for (String group : structQueryParam.getGroups()) {
             groups.add(alias + group + " as " + group + "_roll");
         }
         return CollectionUtils.isEmpty(groups) ? aggStr : String.join(",", groups) + "," + aggStr;
     }
 
-    private String getGroupDimWithOutTime(QueryParam queryParam) {
-        String timeDim = getTimeDim(queryParam);
-        return queryParam.getGroups().stream().filter(f -> !f.equalsIgnoreCase(timeDim))
+    private String getGroupDimWithOutTime(StructQueryParam structQueryParam) {
+        String timeDim = getTimeDim(structQueryParam);
+        return structQueryParam.getGroups().stream().filter(f -> !f.equalsIgnoreCase(timeDim))
                 .collect(Collectors.joining(","));
     }
 
-    private static String getTimeDim(QueryParam queryParam) {
+    private static String getTimeDim(StructQueryParam structQueryParam) {
         DateModeUtils dateModeUtils = ContextUtils.getContext().getBean(DateModeUtils.class);
-        return dateModeUtils.getSysDateCol(queryParam.getDateInfo());
+        return dateModeUtils.getSysDateCol(structQueryParam.getDateInfo());
     }
 
-    private static String getLimit(QueryParam queryParam) {
-        if (queryParam != null && queryParam.getLimit() != null && queryParam.getLimit() > 0) {
-            return " limit " + String.valueOf(queryParam.getLimit());
+    private static String getLimit(StructQueryParam structQueryParam) {
+        if (structQueryParam != null && structQueryParam.getLimit() != null
+                && structQueryParam.getLimit() > 0) {
+            return " limit " + String.valueOf(structQueryParam.getLimit());
         }
         return "";
     }
 
-    private String getAllSelect(QueryParam queryParam, String alias) {
-        String aggStr = queryParam.getAggregators().stream().map(f -> getSelectField(f, alias))
-                .collect(Collectors.joining(","));
-        return CollectionUtils.isEmpty(queryParam.getGroups()) ? aggStr
-                : alias + String.join("," + alias, queryParam.getGroups()) + "," + aggStr;
+    private String getAllSelect(StructQueryParam structQueryParam, String alias) {
+        String aggStr = structQueryParam.getAggregators().stream()
+                .map(f -> getSelectField(f, alias)).collect(Collectors.joining(","));
+        return CollectionUtils.isEmpty(structQueryParam.getGroups()) ? aggStr
+                : alias + String.join("," + alias, structQueryParam.getGroups()) + "," + aggStr;
     }
 
     private String getSelectField(final Aggregator agg, String alias) {
@@ -421,32 +385,32 @@ public class CalculateAggConverter implements QueryConverter {
         return sqlGenerateUtils.getSelectField(agg);
     }
 
-    private String getGroupBy(QueryParam queryParam) {
-        if (CollectionUtils.isEmpty(queryParam.getGroups())) {
+    private String getGroupBy(StructQueryParam structQueryParam) {
+        if (CollectionUtils.isEmpty(structQueryParam.getGroups())) {
             return "";
         }
-        return "group by " + String.join(",", queryParam.getGroups());
+        return "group by " + String.join(",", structQueryParam.getGroups());
     }
 
-    private static String getOrderBy(QueryParam queryParam) {
-        return "order by " + getTimeDim(queryParam) + " desc";
+    private static String getOrderBy(StructQueryParam structQueryParam) {
+        return "order by " + getTimeDim(structQueryParam) + " desc";
     }
 
-    private boolean isOverRatio(QueryParam queryParam) {
-        Long overCt = queryParam.getAggregators().stream()
+    private boolean isOverRatio(StructQueryParam structQueryParam) {
+        Long overCt = structQueryParam.getAggregators().stream()
                 .filter(f -> f.getFunc().equals(AggOperatorEnum.RATIO_OVER)).count();
         return overCt > 0;
     }
 
-    private void check(QueryParam queryParam) throws Exception {
-        Long ratioOverNum = queryParam.getAggregators().stream()
+    private void check(StructQueryParam structQueryParam) throws Exception {
+        Long ratioOverNum = structQueryParam.getAggregators().stream()
                 .filter(f -> f.getFunc().equals(AggOperatorEnum.RATIO_OVER)).count();
-        Long ratioRollNum = queryParam.getAggregators().stream()
+        Long ratioRollNum = structQueryParam.getAggregators().stream()
                 .filter(f -> f.getFunc().equals(AggOperatorEnum.RATIO_ROLL)).count();
         if (ratioOverNum > 0 && ratioRollNum > 0) {
             throw new Exception("not support over ratio and roll ratio together ");
         }
-        if (getTimeDim(queryParam).isEmpty()) {
+        if (getTimeDim(structQueryParam).isEmpty()) {
             throw new Exception("miss time filter");
         }
     }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/ParserDefaultConverter.java

@@ -1,74 +0,0 @@
-package com.tencent.supersonic.headless.core.translator.converter;
-
-import com.tencent.supersonic.common.pojo.ColumnOrder;
-import com.tencent.supersonic.common.util.ContextUtils;
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.utils.SqlGenerateUtils;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.BeanUtils;
-import org.springframework.stereotype.Component;
-import org.springframework.util.CollectionUtils;
-
-import java.util.Map;
-import java.util.Objects;
-import java.util.stream.Collectors;
-
-/** QueryConverter default implement */
-@Component("ParserDefaultConverter")
-@Slf4j
-public class ParserDefaultConverter implements QueryConverter {
-
-    @Override
-    public boolean accept(QueryStatement queryStatement) {
-        if (Objects.isNull(queryStatement.getQueryParam()) || queryStatement.getIsS2SQL()) {
-            return false;
-        }
-        CalculateAggConverter calculateConverterAgg =
-                ContextUtils.getBean(CalculateAggConverter.class);
-        return !calculateConverterAgg.accept(queryStatement);
-    }
-
-    @Override
-    public void convert(QueryStatement queryStatement) throws Exception {
-        SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
-        QueryParam queryParam = queryStatement.getQueryParam();
-        MetricQueryParam metricQueryParam = queryStatement.getMetricQueryParam();
-        MetricQueryParam metricReq =
-                generateSqlCommand(queryStatement.getQueryParam(), queryStatement);
-        queryStatement.setMinMaxTime(sqlGenerateUtils.getBeginEndTime(queryParam, null));
-        BeanUtils.copyProperties(metricReq, metricQueryParam);
-    }
-
-    public MetricQueryParam generateSqlCommand(QueryParam queryParam,
-            QueryStatement queryStatement) {
-        SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
-        MetricQueryParam metricQueryParam = new MetricQueryParam();
-        metricQueryParam.setMetrics(queryParam.getMetrics());
-        metricQueryParam.setDimensions(queryParam.getGroups());
-        String where = sqlGenerateUtils.generateWhere(queryParam, null);
-        log.info("in generateSqlCommend, complete where:{}", where);
-
-        metricQueryParam.setWhere(where);
-        metricQueryParam.setOrder(queryParam.getOrders().stream()
-                .map(order -> new ColumnOrder(order.getColumn(), order.getDirection()))
-                .collect(Collectors.toList()));
-        metricQueryParam.setLimit(queryParam.getLimit());
-
-        // support detail query
-        if (queryParam.getQueryType().isNativeAggQuery()
-                && CollectionUtils.isEmpty(metricQueryParam.getMetrics())) {
-            Map<Long, DataModel> modelMap = queryStatement.getOntology().getModelMap();
-            for (Long modelId : modelMap.keySet()) {
-                String modelBizName = modelMap.get(modelId).getName();
-                String internalMetricName =
-                        sqlGenerateUtils.generateInternalMetricName(modelBizName);
-                metricQueryParam.getMetrics().add(internalMetricName);
-            }
-        }
-
-        return metricQueryParam;
-    }
-}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/SqlQueryConverter.java

@@ -0,0 +1,288 @@
+package com.tencent.supersonic.headless.core.translator.converter;
+
+import com.tencent.supersonic.common.jsqlparser.SqlReplaceHelper;
+import com.tencent.supersonic.common.jsqlparser.SqlSelectFunctionHelper;
+import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
+import com.tencent.supersonic.common.pojo.Constants;
+import com.tencent.supersonic.common.pojo.enums.EngineType;
+import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.headless.api.pojo.Measure;
+import com.tencent.supersonic.headless.api.pojo.SchemaItem;
+import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
+import com.tencent.supersonic.headless.api.pojo.enums.MetricType;
+import com.tencent.supersonic.headless.api.pojo.response.*;
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.pojo.SqlQueryParam;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
+import com.tencent.supersonic.headless.core.utils.SqlGenerateUtils;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.Pair;
+import org.springframework.stereotype.Component;
+import org.springframework.util.CollectionUtils;
+
+import java.util.*;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+@Component("SqlQueryConverter")
+@Slf4j
+public class SqlQueryConverter implements QueryConverter {
+
+    @Override
+    public boolean accept(QueryStatement queryStatement) {
+        return Objects.nonNull(queryStatement.getSqlQueryParam()) && queryStatement.getIsS2SQL();
+    }
+
+    @Override
+    public void convert(QueryStatement queryStatement) throws Exception {
+        convertNameToBizName(queryStatement);
+        rewriteOrderBy(queryStatement);
+
+        // fill sqlQuery
+        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
+        SqlQueryParam sqlQueryParam = queryStatement.getSqlQueryParam();
+        String tableName = SqlSelectHelper.getTableName(sqlQueryParam.getSql());
+        if (StringUtils.isEmpty(tableName)) {
+            return;
+        }
+        sqlQueryParam.setTable(tableName.toLowerCase());
+        SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
+        if (!sqlGenerateUtils.isSupportWith(
+                EngineType.fromString(semanticSchemaResp.getDatabaseResp().getType().toUpperCase()),
+                semanticSchemaResp.getDatabaseResp().getVersion())) {
+            sqlQueryParam.setSupportWith(false);
+            sqlQueryParam.setWithAlias(false);
+        }
+
+        // build ontologyQuery
+        List<String> allFields = SqlSelectHelper.getAllSelectFields(sqlQueryParam.getSql());
+        List<MetricSchemaResp> metricSchemas = getMetrics(semanticSchemaResp, allFields);
+        List<String> metrics =
+                metricSchemas.stream().map(SchemaItem::getBizName).collect(Collectors.toList());
+        AggOption aggOption = getAggOption(sqlQueryParam.getSql(), metricSchemas);
+        Set<String> dimensions = getDimensions(semanticSchemaResp, allFields);
+        OntologyQueryParam ontologyQueryParam = new OntologyQueryParam();
+        ontologyQueryParam.getMetrics().addAll(metrics);
+        ontologyQueryParam.getDimensions().addAll(dimensions);
+        ontologyQueryParam.setAggOption(aggOption);
+        ontologyQueryParam.setNativeQuery(!AggOption.isAgg(aggOption));
+        queryStatement.setOntologyQueryParam(ontologyQueryParam);
+
+        generateDerivedMetric(sqlGenerateUtils, queryStatement);
+
+        queryStatement.setSql(sqlQueryParam.getSql());
+        log.info("parse sqlQuery [{}] ", sqlQueryParam);
+    }
+
+    private AggOption getAggOption(String sql, List<MetricSchemaResp> metricSchemas) {
+        if (SqlSelectFunctionHelper.hasAggregateFunction(sql)) {
+            return AggOption.AGGREGATION;
+        }
+
+        if (!SqlSelectFunctionHelper.hasAggregateFunction(sql) && !SqlSelectHelper.hasGroupBy(sql)
+                && !SqlSelectHelper.hasWith(sql) && !SqlSelectHelper.hasSubSelect(sql)) {
+            log.debug("getAggOption simple sql set to DEFAULT");
+            return AggOption.NATIVE;
+        }
+
+        // if there is no group by in S2SQL,set MetricTable's aggOption to "NATIVE"
+        // if there is count() in S2SQL,set MetricTable's aggOption to "NATIVE"
+        if (!SqlSelectFunctionHelper.hasAggregateFunction(sql)
+                || SqlSelectFunctionHelper.hasFunction(sql, "count")
+                || SqlSelectFunctionHelper.hasFunction(sql, "count_distinct")) {
+            return AggOption.OUTER;
+        }
+
+        if (SqlSelectHelper.hasSubSelect(sql) || SqlSelectHelper.hasWith(sql)
+                || SqlSelectHelper.hasGroupBy(sql)) {
+            return AggOption.OUTER;
+        }
+        long defaultAggNullCnt = metricSchemas.stream().filter(
+                m -> Objects.isNull(m.getDefaultAgg()) || StringUtils.isBlank(m.getDefaultAgg()))
+                .count();
+        if (defaultAggNullCnt > 0) {
+            log.debug("getAggOption find null defaultAgg metric set to NATIVE");
+            return AggOption.DEFAULT;
+        }
+        return AggOption.DEFAULT;
+    }
+
+    private Set<String> getDimensions(SemanticSchemaResp semanticSchemaResp,
+            List<String> allFields) {
+        Map<String, String> dimensionLowerToNameMap = semanticSchemaResp.getDimensions().stream()
+                .collect(Collectors.toMap(entry -> entry.getBizName().toLowerCase(),
+                        SchemaItem::getBizName, (k1, k2) -> k1));
+        dimensionLowerToNameMap.put(TimeDimensionEnum.DAY.getName(),
+                TimeDimensionEnum.DAY.getName());
+        return allFields.stream()
+                .filter(entry -> dimensionLowerToNameMap.containsKey(entry.toLowerCase()))
+                .map(entry -> dimensionLowerToNameMap.get(entry.toLowerCase()))
+                .collect(Collectors.toSet());
+    }
+
+    private List<MetricSchemaResp> getMetrics(SemanticSchemaResp semanticSchemaResp,
+            List<String> allFields) {
+        Map<String, MetricSchemaResp> metricLowerToNameMap =
+                semanticSchemaResp.getMetrics().stream().collect(Collectors
+                        .toMap(entry -> entry.getBizName().toLowerCase(), entry -> entry));
+        return allFields.stream()
+                .filter(entry -> metricLowerToNameMap.containsKey(entry.toLowerCase()))
+                .map(entry -> metricLowerToNameMap.get(entry.toLowerCase()))
+                .collect(Collectors.toList());
+    }
+
+
+    private void generateDerivedMetric(SqlGenerateUtils sqlGenerateUtils,
+            QueryStatement queryStatement) {
+        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
+        SqlQueryParam sqlParam = queryStatement.getSqlQueryParam();
+        OntologyQueryParam ontologyParam = queryStatement.getOntologyQueryParam();
+        String sql = sqlParam.getSql();
+
+        Set<String> measures = new HashSet<>();
+        Map<String, String> replaces = generateDerivedMetric(sqlGenerateUtils, semanticSchemaResp,
+                ontologyParam.getAggOption(), ontologyParam.getMetrics(),
+                ontologyParam.getDimensions(), measures);
+
+        if (!CollectionUtils.isEmpty(replaces)) {
+            // metricTable sql use measures replace metric
+            sql = SqlReplaceHelper.replaceSqlByExpression(sql, replaces);
+            ontologyParam.setAggOption(AggOption.NATIVE);
+            // metricTable use measures replace metric
+            if (!CollectionUtils.isEmpty(measures)) {
+                ontologyParam.getMetrics().addAll(measures);
+            } else {
+                // empty measure , fill default
+                ontologyParam.getMetrics().add(sqlGenerateUtils.generateInternalMetricName(
+                        getDefaultModel(semanticSchemaResp, ontologyParam.getDimensions())));
+            }
+        }
+
+        sqlParam.setSql(sql);
+    }
+
+    private Map<String, String> generateDerivedMetric(SqlGenerateUtils sqlGenerateUtils,
+            SemanticSchemaResp semanticSchemaResp, AggOption aggOption, Set<String> metrics,
+            Set<String> dimensions, Set<String> measures) {
+        Map<String, String> result = new HashMap<>();
+        List<MetricSchemaResp> metricResps = semanticSchemaResp.getMetrics();
+        List<DimSchemaResp> dimensionResps = semanticSchemaResp.getDimensions();
+
+        // Check if any metric is derived
+        boolean hasDerivedMetrics =
+                metricResps.stream().anyMatch(m -> metrics.contains(m.getBizName()) && MetricType
+                        .isDerived(m.getMetricDefineType(), m.getMetricDefineByMeasureParams()));
+        if (!hasDerivedMetrics) {
+            return result;
+        }
+
+        log.debug("begin to generateDerivedMetric {} [{}]", aggOption, metrics);
+
+        Set<String> allFields = new HashSet<>();
+        Map<String, Measure> allMeasures = new HashMap<>();
+        semanticSchemaResp.getModelResps().forEach(modelResp -> {
+            allFields.addAll(modelResp.getFieldList());
+            if (modelResp.getModelDetail().getMeasures() != null) {
+                modelResp.getModelDetail().getMeasures()
+                        .forEach(measure -> allMeasures.put(measure.getBizName(), measure));
+            }
+        });
+
+        Set<String> derivedDimensions = new HashSet<>();
+        Set<String> derivedMetrics = new HashSet<>();
+        Map<String, String> visitedMetrics = new HashMap<>();
+
+        for (MetricResp metricResp : metricResps) {
+            if (metrics.contains(metricResp.getBizName())) {
+                boolean isDerived = MetricType.isDerived(metricResp.getMetricDefineType(),
+                        metricResp.getMetricDefineByMeasureParams());
+                if (isDerived) {
+                    String expr = sqlGenerateUtils.generateDerivedMetric(metricResps, allFields,
+                            allMeasures, dimensionResps, sqlGenerateUtils.getExpr(metricResp),
+                            metricResp.getMetricDefineType(), aggOption, visitedMetrics,
+                            derivedMetrics, derivedDimensions);
+                    result.put(metricResp.getBizName(), expr);
+                    log.debug("derived metric {}->{}", metricResp.getBizName(), expr);
+                } else {
+                    measures.add(metricResp.getBizName());
+                }
+            }
+        }
+
+        measures.addAll(derivedMetrics);
+        derivedDimensions.stream().filter(dimension -> !dimensions.contains(dimension))
+                .forEach(dimensions::add);
+
+        return result;
+    }
+
+
+    private void convertNameToBizName(QueryStatement queryStatement) {
+        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
+        Map<String, String> fieldNameToBizNameMap = getFieldNameToBizNameMap(semanticSchemaResp);
+        String sql = queryStatement.getSqlQueryParam().getSql();
+        log.debug("dataSetId:{},convert name to bizName before:{}", queryStatement.getDataSetId(),
+                sql);
+        sql = SqlReplaceHelper.replaceFields(sql, fieldNameToBizNameMap, true);
+        log.debug("dataSetId:{},convert name to bizName after:{}", queryStatement.getDataSetId(),
+                sql);
+        sql = SqlReplaceHelper.replaceTable(sql,
+                Constants.TABLE_PREFIX + queryStatement.getDataSetId());
+        log.debug("replaceTableName after:{}", sql);
+        queryStatement.getSqlQueryParam().setSql(sql);
+    }
+
+    private void rewriteOrderBy(QueryStatement queryStatement) {
+        // replace order by field with the select sequence number
+        String sql = queryStatement.getSqlQueryParam().getSql();
+        String newSql = SqlReplaceHelper.replaceAggAliasOrderbyField(sql);
+        log.debug("replaceOrderAggSameAlias {} -> {}", sql, newSql);
+        queryStatement.getSqlQueryParam().setSql(newSql);
+    }
+
+    protected Map<String, String> getFieldNameToBizNameMap(SemanticSchemaResp semanticSchemaResp) {
+        // support fieldName and field alias to bizName
+        Map<String, String> dimensionResults = semanticSchemaResp.getDimensions().stream().flatMap(
+                entry -> getPairStream(entry.getAlias(), entry.getName(), entry.getBizName()))
+                .collect(Collectors.toMap(Pair::getLeft, Pair::getRight, (k1, k2) -> k1));
+
+        Map<String, String> metricResults = semanticSchemaResp.getMetrics().stream().flatMap(
+                entry -> getPairStream(entry.getAlias(), entry.getName(), entry.getBizName()))
+                .collect(Collectors.toMap(Pair::getLeft, Pair::getRight, (k1, k2) -> k1));
+
+        dimensionResults.putAll(TimeDimensionEnum.getChNameToNameMap());
+        dimensionResults.putAll(TimeDimensionEnum.getNameToNameMap());
+        dimensionResults.putAll(metricResults);
+        return dimensionResults;
+    }
+
+    private Stream<Pair<String, String>> getPairStream(String aliasStr, String name,
+            String bizName) {
+        Set<Pair<String, String>> elements = new HashSet<>();
+        elements.add(Pair.of(name, bizName));
+        if (StringUtils.isNotBlank(aliasStr)) {
+            List<String> aliasList = SchemaItem.getAliasList(aliasStr);
+            for (String alias : aliasList) {
+                elements.add(Pair.of(alias, bizName));
+            }
+        }
+        return elements.stream();
+    }
+
+    private String getDefaultModel(SemanticSchemaResp semanticSchemaResp, Set<String> dimensions) {
+        if (!CollectionUtils.isEmpty(dimensions)) {
+            Map<String, Long> modelMatchCnt = new HashMap<>();
+            for (ModelResp modelResp : semanticSchemaResp.getModelResps()) {
+                modelMatchCnt.put(modelResp.getBizName(), modelResp.getModelDetail().getDimensions()
+                        .stream().filter(d -> dimensions.contains(d.getBizName())).count());
+            }
+            return modelMatchCnt.entrySet().stream()
+                    .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder()))
+                    .map(Map.Entry::getKey).findFirst().orElse("");
+        }
+        return semanticSchemaResp.getModelResps().get(0).getBizName();
+    }
+
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/SqlVariableConverter.java

@@ -4,7 +4,7 @@ import com.tencent.supersonic.headless.api.pojo.enums.ModelDefineType;
 import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
 import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
 import com.tencent.supersonic.headless.core.utils.SqlVariableParseUtils;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Component;
@@ -14,15 +14,13 @@ import java.util.List;
 import java.util.Objects;
 
 @Slf4j
-@Component("SqlVariableParseConverter")
-public class SqlVariableParseConverter implements QueryConverter {
+@Component("SqlVariableConverter")
+public class SqlVariableConverter implements QueryConverter {
 
     @Override
     public boolean accept(QueryStatement queryStatement) {
-        if (Objects.isNull(queryStatement.getQueryParam())) {
-            return false;
-        }
-        return true;
+        return Objects.nonNull(queryStatement.getStructQueryParam())
+                && !queryStatement.getIsS2SQL();
     }
 
     @Override
@@ -38,7 +36,7 @@ public class SqlVariableParseConverter implements QueryConverter {
                 String sqlParsed =
                         SqlVariableParseUtils.parse(modelResp.getModelDetail().getSqlQuery(),
                                 modelResp.getModelDetail().getSqlVariables(),
-                                queryStatement.getQueryParam().getParams());
+                                queryStatement.getStructQueryParam().getParams());
                 DataModel dataModel =
                         queryStatement.getOntology().getDataModelMap().get(modelResp.getBizName());
                 dataModel.setSqlQuery(sqlParsed);

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/converter/StructQueryConverter.java

@@ -0,0 +1,70 @@
+package com.tencent.supersonic.headless.core.translator.converter;
+
+import com.tencent.supersonic.common.pojo.Aggregator;
+import com.tencent.supersonic.common.pojo.ColumnOrder;
+import com.tencent.supersonic.common.util.ContextUtils;
+import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
+import com.tencent.supersonic.headless.core.pojo.Database;
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.pojo.SqlQueryParam;
+import com.tencent.supersonic.headless.core.pojo.StructQueryParam;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
+import com.tencent.supersonic.headless.core.utils.SqlGenerateUtils;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Component;
+
+import java.util.Objects;
+import java.util.stream.Collectors;
+
+@Component("ParserDefaultConverter")
+@Slf4j
+public class StructQueryConverter implements QueryConverter {
+
+    @Override
+    public boolean accept(QueryStatement queryStatement) {
+        return Objects.nonNull(queryStatement.getStructQueryParam())
+                && !queryStatement.getIsS2SQL();
+    }
+
+    @Override
+    public void convert(QueryStatement queryStatement) throws Exception {
+        SqlGenerateUtils sqlGenerateUtils = ContextUtils.getBean(SqlGenerateUtils.class);
+        StructQueryParam structQueryParam = queryStatement.getStructQueryParam();
+
+        String dsTable = "t_1";
+        SqlQueryParam sqlParam = new SqlQueryParam();
+        sqlParam.setTable(dsTable);
+        String sql = String.format("select %s from %s  %s %s %s",
+                sqlGenerateUtils.getSelect(structQueryParam), dsTable,
+                sqlGenerateUtils.getGroupBy(structQueryParam),
+                sqlGenerateUtils.getOrderBy(structQueryParam),
+                sqlGenerateUtils.getLimit(structQueryParam));
+        Database database = queryStatement.getOntology().getDatabase();
+        if (!sqlGenerateUtils.isSupportWith(database.getType(), database.getVersion())) {
+            sqlParam.setSupportWith(false);
+            sql = String.format("select %s from %s t0 %s %s %s",
+                    sqlGenerateUtils.getSelect(structQueryParam), dsTable,
+                    sqlGenerateUtils.getGroupBy(structQueryParam),
+                    sqlGenerateUtils.getOrderBy(structQueryParam),
+                    sqlGenerateUtils.getLimit(structQueryParam));
+        }
+        sqlParam.setSql(sql);
+        queryStatement.setSqlQueryParam(sqlParam);
+
+        OntologyQueryParam ontologyQueryParam = new OntologyQueryParam();
+        ontologyQueryParam.getDimensions().addAll(structQueryParam.getGroups());
+        ontologyQueryParam.getMetrics().addAll(structQueryParam.getAggregators().stream()
+                .map(Aggregator::getColumn).collect(Collectors.toList()));
+        String where = sqlGenerateUtils.generateWhere(structQueryParam, null);
+        ontologyQueryParam.setWhere(where);
+        ontologyQueryParam.setAggOption(AggOption.AGGREGATION);
+        ontologyQueryParam.setNativeQuery(structQueryParam.getQueryType().isNativeAggQuery());
+        ontologyQueryParam.setOrder(structQueryParam.getOrders().stream()
+                .map(order -> new ColumnOrder(order.getColumn(), order.getDirection()))
+                .collect(Collectors.toList()));
+        ontologyQueryParam.setLimit(structQueryParam.getLimit());
+        queryStatement.setOntologyQueryParam(ontologyQueryParam);
+        log.info("parse structQuery [{}] ", queryStatement.getSqlQueryParam());
+    }
+
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/optimizer/DbDialectOptimizer.java

@@ -0,0 +1,32 @@
+package com.tencent.supersonic.headless.core.translator.optimizer;
+
+import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
+import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
+import com.tencent.supersonic.headless.core.adaptor.db.DbAdaptor;
+import com.tencent.supersonic.headless.core.adaptor.db.DbAdaptorFactory;
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Component;
+
+import java.util.Objects;
+
+@Slf4j
+@Component("DbDialectOptimizer")
+public class DbDialectOptimizer implements QueryOptimizer {
+
+    @Override
+    public void rewrite(QueryStatement queryStatement) {
+        SemanticSchemaResp semanticSchemaResp = queryStatement.getSemanticSchemaResp();
+        DatabaseResp database = semanticSchemaResp.getDatabaseResp();
+        String sql = queryStatement.getSql();
+        if (Objects.isNull(database) || Objects.isNull(database.getType())) {
+            return;
+        }
+        String type = database.getType();
+        DbAdaptor engineAdaptor = DbAdaptorFactory.getEngineAdaptor(type.toLowerCase());
+        if (Objects.nonNull(engineAdaptor)) {
+            String adaptedSql = engineAdaptor.rewriteSql(sql);
+            queryStatement.setSql(adaptedSql);
+        }
+    }
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/optimizer/DetailQueryOptimizer.java

@@ -0,0 +1,40 @@
+package com.tencent.supersonic.headless.core.translator.optimizer;
+
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.pojo.StructQueryParam;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;
+import org.springframework.stereotype.Component;
+
+import java.util.Objects;
+
+/** Remove the default metric added by the system when the query only has dimensions */
+@Slf4j
+@Component("DetailQueryOptimizer")
+public class DetailQueryOptimizer implements QueryOptimizer {
+
+    @Override
+    public void rewrite(QueryStatement queryStatement) {
+        StructQueryParam structQueryParam = queryStatement.getStructQueryParam();
+        String sqlRaw = queryStatement.getSql().trim();
+        if (StringUtils.isEmpty(sqlRaw)) {
+            throw new RuntimeException("sql is empty or null");
+        }
+        log.debug("before handleNoMetric, sql:{}", sqlRaw);
+        // if (isDetailQuery(structQueryParam)) {
+        // if (!CollectionUtils.isEmpty(structQueryParam.getGroups())) {
+        // String sqlForm = "select %s from ( %s ) src_no_metric";
+        // String sql = String.format(sqlForm,
+        // structQueryParam.getGroups().stream().collect(Collectors.joining(",")),
+        // sqlRaw);
+        // queryStatement.setSql(sql);
+        // }
+        // }
+        log.debug("after handleNoMetric, sql:{}", queryStatement.getSql());
+    }
+
+    public boolean isDetailQuery(StructQueryParam structQueryParam) {
+        return Objects.nonNull(structQueryParam)
+                && structQueryParam.getQueryType().isNativeAggQuery();
+    }
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/optimizer/QueryOptimizer.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator;
+package com.tencent.supersonic.headless.core.translator.optimizer;
 
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/optimizer/ResultLimitOptimizer.java

@@ -0,0 +1,18 @@
+package com.tencent.supersonic.headless.core.translator.optimizer;
+
+import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Component;
+
+@Slf4j
+@Component("ResultLimitOptimizer")
+public class ResultLimitOptimizer implements QueryOptimizer {
+
+    @Override
+    public void rewrite(QueryStatement queryStatement) {
+        if (!SqlSelectHelper.hasLimit(queryStatement.getSql())) {
+            queryStatement.setSql(queryStatement.getSql() + " limit " + queryStatement.getLimit());
+        }
+    }
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/QueryParser.java

@@ -0,0 +1,8 @@
+package com.tencent.supersonic.headless.core.translator.parser;
+
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+
+/** A query parser generates physical SQL for the QueryStatement. */
+public interface QueryParser {
+    void parse(QueryStatement queryStatement) throws Exception;
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/CalciteQueryParser.java

@@ -1,12 +1,8 @@
-package com.tencent.supersonic.headless.core.translator.calcite;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.QueryParser;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Ontology;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.RuntimeOptions;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.SqlBuilder;
+import com.tencent.supersonic.headless.core.translator.parser.QueryParser;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Ontology;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.stereotype.Component;
 
@@ -16,7 +12,7 @@ import org.springframework.stereotype.Component;
 public class CalciteQueryParser implements QueryParser {
 
     @Override
-    public void parse(QueryStatement queryStatement, AggOption isAgg) throws Exception {
+    public void parse(QueryStatement queryStatement) throws Exception {
         Ontology ontology = queryStatement.getOntology();
         if (ontology == null) {
             queryStatement.setErrMsg("No ontology could be found");
@@ -29,7 +25,8 @@ public class CalciteQueryParser implements QueryParser {
                         .enableOptimize(queryStatement.getEnableOptimize()).build())
                 .build();
         SqlBuilder sqlBuilder = new SqlBuilder(semanticSchema);
-        sqlBuilder.build(queryStatement, isAgg);
+        String sql = sqlBuilder.buildOntologySql(queryStatement);
+        queryStatement.setSql(sql);
     }
 
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/FilterToGroupScanRule.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
 import org.apache.calcite.plan.RelOptRuleCall;
 import org.apache.calcite.plan.RelRule;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/RuntimeOptions.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/S2CalciteSchema.java

@@ -1,10 +1,10 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.JoinRelation;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Ontology;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.JoinRelation;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Ontology;
 import lombok.Builder;
 import lombok.Data;
 import org.apache.calcite.schema.Schema;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/S2CalciteTable.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
 import org.apache.calcite.DataContext;
 import org.apache.calcite.linq4j.Enumerable;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/S2SQLSqlValidatorImpl.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
 import org.apache.calcite.rel.type.RelDataTypeFactory;
 import org.apache.calcite.sql.SqlOperatorTable;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/SchemaBuilder.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
 import com.tencent.supersonic.common.calcite.Configuration;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
@@ -33,7 +33,7 @@ public class SchemaBuilder {
         Prepare.CatalogReader catalogReader = new CalciteCatalogReader(rootSchema,
                 Collections.singletonList(schema.getSchemaKey()), Configuration.typeFactory,
                 Configuration.config);
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         S2SQLSqlValidatorImpl s2SQLSqlValidator =
                 new S2SQLSqlValidatorImpl(Configuration.operatorTable, catalogReader,
                         Configuration.typeFactory, Configuration.getValidatorConfig(engineType));

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/SqlBuilder.java

@@ -0,0 +1,124 @@
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
+
+import com.tencent.supersonic.common.calcite.Configuration;
+import com.tencent.supersonic.common.pojo.enums.EngineType;
+import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
+import com.tencent.supersonic.headless.core.pojo.Database;
+import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.DataModelNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.render.FilterRender;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.render.OutputRender;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.render.Renderer;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.render.SourceRender;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.calcite.sql.SqlNode;
+import org.apache.calcite.sql.parser.SqlParser;
+import org.apache.calcite.sql.validate.SqlValidatorScope;
+
+import java.util.*;
+
+@Slf4j
+public class SqlBuilder {
+
+    private final S2CalciteSchema schema;
+    private OntologyQueryParam ontologyQueryParam;
+    private SqlValidatorScope scope;
+    private SqlNode parserNode;
+    private boolean isAgg = false;
+    private AggOption aggOption = AggOption.DEFAULT;
+
+    public SqlBuilder(S2CalciteSchema schema) {
+        this.schema = schema;
+    }
+
+    public String buildOntologySql(QueryStatement queryStatement) throws Exception {
+        this.ontologyQueryParam = queryStatement.getOntologyQueryParam();
+        if (ontologyQueryParam.getLimit() == null) {
+            ontologyQueryParam.setLimit(0L);
+        }
+        this.aggOption = ontologyQueryParam.getAggOption();
+
+        buildParseNode();
+        Database database = queryStatement.getOntology().getDatabase();
+        optimizeParseNode(database.getType());
+        return getSql(database.getType());
+    }
+
+    private void buildParseNode() throws Exception {
+        // find relevant data models
+        scope = SchemaBuilder.getScope(schema);
+        List<DataModel> dataModels =
+                DataModelNode.getQueryDataModels(scope, schema, ontologyQueryParam);
+        if (dataModels == null || dataModels.isEmpty()) {
+            throw new Exception("data model not found");
+        }
+        isAgg = getAgg(dataModels.get(0));
+
+        // build level by level
+        LinkedList<Renderer> builders = new LinkedList<>();
+        builders.add(new SourceRender());
+        builders.add(new FilterRender());
+        builders.add(new OutputRender());
+        ListIterator<Renderer> it = builders.listIterator();
+        int i = 0;
+        Renderer previous = null;
+        while (it.hasNext()) {
+            Renderer renderer = it.next();
+            if (previous != null) {
+                previous.render(ontologyQueryParam, dataModels, scope, schema, !isAgg);
+                renderer.setTable(previous
+                        .builderAs(DataModelNode.getNames(dataModels) + "_" + String.valueOf(i)));
+                i++;
+            }
+            previous = renderer;
+        }
+        builders.getLast().render(ontologyQueryParam, dataModels, scope, schema, !isAgg);
+        parserNode = builders.getLast().builder();
+    }
+
+    private boolean getAgg(DataModel dataModel) {
+        if (!AggOption.DEFAULT.equals(aggOption)) {
+            return AggOption.isAgg(aggOption);
+        }
+        // default by dataModel time aggregation
+        if (Objects.nonNull(dataModel.getAggTime()) && !dataModel.getAggTime()
+                .equalsIgnoreCase(Constants.DIMENSION_TYPE_TIME_GRANULARITY_NONE)) {
+            if (!ontologyQueryParam.isNativeQuery()) {
+                return true;
+            }
+        }
+        return isAgg;
+    }
+
+    public String getSql(EngineType engineType) {
+        return SemanticNode.getSql(parserNode, engineType);
+    }
+
+    private void optimizeParseNode(EngineType engineType) {
+        if (Objects.isNull(schema.getRuntimeOptions())
+                || Objects.isNull(schema.getRuntimeOptions().getEnableOptimize())
+                || !schema.getRuntimeOptions().getEnableOptimize()) {
+            return;
+        }
+
+        SqlNode optimizeNode = null;
+        try {
+            SqlNode sqlNode = SqlParser.create(SemanticNode.getSql(parserNode, engineType),
+                    Configuration.getParserConfig(engineType)).parseStmt();
+            if (Objects.nonNull(sqlNode)) {
+                optimizeNode = SemanticNode.optimize(scope, schema, sqlNode, engineType);
+            }
+        } catch (Exception e) {
+            log.error("optimize error {}", e);
+        }
+
+        if (Objects.nonNull(optimizeNode)) {
+            parserNode = optimizeNode;
+        }
+    }
+
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/TableView.java

@@ -1,6 +1,6 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql;
+package com.tencent.supersonic.headless.core.translator.parser.calcite;
 
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
 import lombok.Data;
 import org.apache.calcite.sql.SqlBasicCall;
 import org.apache.calcite.sql.SqlKind;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/AggFunctionNode.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
 import org.apache.calcite.sql.SqlNode;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/DataModelNode.java

@@ -1,39 +1,20 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.google.common.collect.Lists;
 import com.tencent.supersonic.common.calcite.Configuration;
 import com.tencent.supersonic.common.jsqlparser.SqlSelectHelper;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.JoinRelation;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Measure;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.SchemaBuilder;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.SchemaBuilder;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.*;
 import lombok.extern.slf4j.Slf4j;
-import org.apache.calcite.sql.SqlBasicCall;
-import org.apache.calcite.sql.SqlDataTypeSpec;
-import org.apache.calcite.sql.SqlNode;
-import org.apache.calcite.sql.SqlNodeList;
-import org.apache.calcite.sql.SqlUserDefinedTypeNameSpec;
+import org.apache.calcite.sql.*;
 import org.apache.calcite.sql.parser.SqlParser;
 import org.apache.calcite.sql.parser.SqlParserPos;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
 import org.springframework.util.CollectionUtils;
 
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Comparator;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
+import java.util.*;
 import java.util.stream.Collectors;
 
 @Slf4j
@@ -53,7 +34,7 @@ public class DataModelNode extends SemanticNode {
             }
         }
         if (sqlTable.isEmpty()) {
-            throw new Exception("DatasourceNode build error [tableSqlNode not found]");
+            throw new Exception("DataModelNode build error [tableSqlNode not found]");
         }
         SqlNode source = getTable(sqlTable, scope, EngineType.fromString(dataModel.getType()));
         addSchema(scope, dataModel, sqlTable);
@@ -149,168 +130,171 @@ public class DataModelNode extends SemanticNode {
         return dataModelList.stream().map(d -> d.getName()).collect(Collectors.joining("_"));
     }
 
-    public static void getQueryDimensionMeasure(S2CalciteSchema schema,
-            MetricQueryParam metricCommand, Set<String> queryDimension, List<String> measures) {
-        queryDimension.addAll(metricCommand.getDimensions().stream()
+    public static void getQueryDimensionMeasure(Ontology ontology, OntologyQueryParam queryParam,
+            Set<String> queryDimensions, Set<String> queryMeasures) {
+        queryDimensions.addAll(queryParam.getDimensions().stream()
                 .map(d -> d.contains(Constants.DIMENSION_IDENTIFY)
                         ? d.split(Constants.DIMENSION_IDENTIFY)[1]
                         : d)
                 .collect(Collectors.toSet()));
         Set<String> schemaMetricName =
-                schema.getMetrics().stream().map(m -> m.getName()).collect(Collectors.toSet());
-        schema.getMetrics().stream().filter(m -> metricCommand.getMetrics().contains(m.getName()))
+                ontology.getMetrics().stream().map(m -> m.getName()).collect(Collectors.toSet());
+        ontology.getMetrics().stream().filter(m -> queryParam.getMetrics().contains(m.getName()))
                 .forEach(m -> m.getMetricTypeParams().getMeasures().stream()
-                        .forEach(mm -> measures.add(mm.getName())));
-        metricCommand.getMetrics().stream().filter(m -> !schemaMetricName.contains(m))
-                .forEach(m -> measures.add(m));
+                        .forEach(mm -> queryMeasures.add(mm.getName())));
+        queryParam.getMetrics().stream().filter(m -> !schemaMetricName.contains(m))
+                .forEach(m -> queryMeasures.add(m));
     }
 
-    public static void mergeQueryFilterDimensionMeasure(S2CalciteSchema schema,
-            MetricQueryParam metricCommand, Set<String> queryDimension, List<String> measures,
+    public static void mergeQueryFilterDimensionMeasure(Ontology ontology,
+            OntologyQueryParam queryParam, Set<String> dimensions, Set<String> measures,
             SqlValidatorScope scope) throws Exception {
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
-        if (Objects.nonNull(metricCommand.getWhere()) && !metricCommand.getWhere().isEmpty()) {
+        EngineType engineType = ontology.getDatabase().getType();
+        if (Objects.nonNull(queryParam.getWhere()) && !queryParam.getWhere().isEmpty()) {
             Set<String> filterConditions = new HashSet<>();
-            FilterNode.getFilterField(parse(metricCommand.getWhere(), scope, engineType),
+            FilterNode.getFilterField(parse(queryParam.getWhere(), scope, engineType),
                     filterConditions);
             Set<String> queryMeasures = new HashSet<>(measures);
-            Set<String> schemaMetricName =
-                    schema.getMetrics().stream().map(m -> m.getName()).collect(Collectors.toSet());
+            Set<String> schemaMetricName = ontology.getMetrics().stream().map(m -> m.getName())
+                    .collect(Collectors.toSet());
             for (String filterCondition : filterConditions) {
                 if (schemaMetricName.contains(filterCondition)) {
-                    schema.getMetrics().stream()
+                    ontology.getMetrics().stream()
                             .filter(m -> m.getName().equalsIgnoreCase(filterCondition))
                             .forEach(m -> m.getMetricTypeParams().getMeasures().stream()
                                     .forEach(mm -> queryMeasures.add(mm.getName())));
                     continue;
                 }
-                queryDimension.add(filterCondition);
+                dimensions.add(filterCondition);
             }
             measures.clear();
             measures.addAll(queryMeasures);
         }
     }
 
-    public static List<DataModel> getRelatedDataModels(SqlValidatorScope scope,
-            S2CalciteSchema schema, MetricQueryParam metricCommand) throws Exception {
-        List<DataModel> dataModels = new ArrayList<>();
+    public static List<DataModel> getQueryDataModels(SqlValidatorScope scope,
+            S2CalciteSchema schema, OntologyQueryParam queryParam) throws Exception {
+        Ontology ontology = schema.getOntology();
+        // get query measures and dimensions
+        Set<String> queryMeasures = new HashSet<>();
+        Set<String> queryDimensions = new HashSet<>();
+        getQueryDimensionMeasure(ontology, queryParam, queryDimensions, queryMeasures);
+        mergeQueryFilterDimensionMeasure(ontology, queryParam, queryDimensions, queryMeasures,
+                scope);
 
-        // check by metric
-        List<String> measures = new ArrayList<>();
-        Set<String> queryDimension = new HashSet<>();
-        getQueryDimensionMeasure(schema, metricCommand, queryDimension, measures);
-        DataModel baseDataModel = null;
-        // one , match measure count
-        Map<String, Integer> dataSourceMeasures = new HashMap<>();
-        for (Map.Entry<String, DataModel> entry : schema.getDataModels().entrySet()) {
-            Set<String> sourceMeasure = entry.getValue().getMeasures().stream()
-                    .map(mm -> mm.getName()).collect(Collectors.toSet());
-            sourceMeasure.retainAll(measures);
-            dataSourceMeasures.put(entry.getKey(), sourceMeasure.size());
+        // first, find the base model
+        DataModel baseDataModel = findBaseModel(ontology, queryMeasures, queryDimensions);
+        if (Objects.isNull(baseDataModel)) {
+            throw new RuntimeException(
+                    String.format("could not find matching dataModel, dimensions:%s, measures:%s",
+                            queryDimensions, queryMeasures));
         }
-        log.info("dataSourceMeasures [{}]", dataSourceMeasures);
-        Optional<Map.Entry<String, Integer>> base = dataSourceMeasures.entrySet().stream()
-                .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())).findFirst();
-        if (base.isPresent()) {
-            baseDataModel = schema.getDataModels().get(base.get().getKey());
-            dataModels.add(baseDataModel);
-        }
-        // second , check match all dimension and metric
-        if (baseDataModel != null) {
-            Set<String> filterMeasure = new HashSet<>();
-            Set<String> sourceMeasure = baseDataModel.getMeasures().stream().map(mm -> mm.getName())
-                    .collect(Collectors.toSet());
-            Set<String> dimension = baseDataModel.getDimensions().stream().map(dd -> dd.getName())
-                    .collect(Collectors.toSet());
-            baseDataModel.getIdentifiers().stream().forEach(i -> dimension.add(i.getName()));
-            if (schema.getDimensions().containsKey(baseDataModel.getName())) {
-                schema.getDimensions().get(baseDataModel.getName()).stream()
-                        .forEach(d -> dimension.add(d.getName()));
-            }
-            filterMeasure.addAll(sourceMeasure);
-            filterMeasure.addAll(dimension);
-            EngineType engineType =
-                    EngineType.fromString(schema.getOntology().getDatabase().getType());
-            mergeQueryFilterDimensionMeasure(schema, metricCommand, queryDimension, measures,
-                    scope);
-            boolean isAllMatch = checkMatch(sourceMeasure, queryDimension, measures, dimension,
-                    metricCommand, scope, engineType);
-            if (isAllMatch) {
-                log.debug("baseDataModel  match all ");
-                return dataModels;
-            }
-            // find all dataSource has the same identifiers
-            List<DataModel> linkDataModels = getLinkDataSourcesByJoinRelation(queryDimension,
-                    measures, baseDataModel, schema);
-            if (CollectionUtils.isEmpty(linkDataModels)) {
-                log.debug("baseDataModel get by identifiers ");
-                Set<String> baseIdentifiers = baseDataModel.getIdentifiers().stream()
-                        .map(i -> i.getName()).collect(Collectors.toSet());
-                if (baseIdentifiers.isEmpty()) {
-                    throw new Exception(
-                            "datasource error : " + baseDataModel.getName() + " miss identifier");
-                }
-                linkDataModels = getLinkDataSources(baseIdentifiers, queryDimension, measures,
-                        baseDataModel, schema);
-                if (linkDataModels.isEmpty()) {
-                    throw new Exception(String.format(
-                            "not find the match datasource : dimension[%s],measure[%s]",
-                            queryDimension, measures));
-                }
-            }
-            log.debug("linkDataModels {}", linkDataModels);
-            return linkDataModels;
-            // dataModels.addAll(linkDataModels);
+        // if the base model matches all queried measures and dimensions, just return
+        if (checkMatch(baseDataModel, queryMeasures, queryDimensions)) {
+            log.debug("baseDataModel match all measures and dimensions");
+            return Collections.singletonList(baseDataModel);
         }
 
-        return dataModels;
+        // second, traverse the ontology to find other related dataModels
+        List<DataModel> relatedDataModels = findRelatedModelsByRelation(ontology, baseDataModel,
+                queryDimensions, queryMeasures);
+        if (CollectionUtils.isEmpty(relatedDataModels)) {
+            relatedDataModels = findRelatedModelsByIdentifier(ontology, baseDataModel,
+                    queryDimensions, queryMeasures);
+        }
+        if (CollectionUtils.isEmpty(relatedDataModels)) {
+            relatedDataModels = Collections.singletonList(baseDataModel);
+        }
+
+        log.debug("relatedDataModels {}", relatedDataModels);
+        return relatedDataModels;
     }
 
-    private static boolean checkMatch(Set<String> sourceMeasure, Set<String> queryDimension,
-            List<String> measures, Set<String> dimension, MetricQueryParam metricCommand,
-            SqlValidatorScope scope, EngineType engineType) throws Exception {
-        boolean isAllMatch = true;
-        sourceMeasure.retainAll(measures);
-        if (sourceMeasure.size() < measures.size()) {
-            log.info("baseDataSource measures not match all measure");
-            // check dimension again
-            Set<String> dimensionMeasures = new HashSet<>();
-            dimensionMeasures.addAll(dimension);
-            dimensionMeasures.retainAll(measures);
-            if (sourceMeasure.size() + dimensionMeasures.size() < measures.size()) {
-                log.info("baseDataSource not match all measure");
-                isAllMatch = false;
+    private static DataModel findBaseModel(Ontology ontology, Set<String> queryMeasures,
+            Set<String> queryDimensions) {
+        DataModel dataModel = null;
+        // first, try to find the model with the most matching measures
+        Map<String, Integer> dataModelMeasuresCount = new HashMap<>();
+        for (Map.Entry<String, DataModel> entry : ontology.getDataModelMap().entrySet()) {
+            Set<String> sourceMeasure = entry.getValue().getMeasures().stream()
+                    .map(Measure::getName).collect(Collectors.toSet());
+            sourceMeasure.retainAll(queryMeasures);
+            dataModelMeasuresCount.put(entry.getKey(), sourceMeasure.size());
+        }
+        log.info("dataModelMeasureCount: [{}]", dataModelMeasuresCount);
+        Optional<Map.Entry<String, Integer>> base =
+                dataModelMeasuresCount.entrySet().stream().filter(e -> e.getValue() > 0)
+                        .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())).findFirst();
+
+        if (base.isPresent()) {
+            dataModel = ontology.getDataModelMap().get(base.get().getKey());
+        } else {
+            // second, try to find the model with the most matching dimensions
+            Map<String, Integer> dataModelDimCount = new HashMap<>();
+            for (Map.Entry<String, List<Dimension>> entry : ontology.getDimensionMap().entrySet()) {
+                Set<String> modelDimensions = entry.getValue().stream().map(Dimension::getName)
+                        .collect(Collectors.toSet());
+                modelDimensions.retainAll(queryDimensions);
+                dataModelDimCount.put(entry.getKey(), modelDimensions.size());
+            }
+            log.info("dataModelDimCount: [{}]", dataModelDimCount);
+            base = dataModelDimCount.entrySet().stream().filter(e -> e.getValue() > 0)
+                    .sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())).findFirst();
+            if (base.isPresent()) {
+                dataModel = ontology.getDataModelMap().get(base.get().getKey());
             }
         }
-        measures.removeAll(sourceMeasure);
 
-        dimension.retainAll(queryDimension);
-        if (dimension.size() < queryDimension.size()) {
-            log.debug("baseDataSource not match all dimension");
+        return dataModel;
+    }
+
+    private static boolean checkMatch(DataModel baseDataModel, Set<String> queryMeasures,
+            Set<String> queryDimension) {
+        boolean isAllMatch = true;
+        Set<String> baseMeasures = baseDataModel.getMeasures().stream().map(Measure::getName)
+                .collect(Collectors.toSet());
+        Set<String> baseDimensions = baseDataModel.getDimensions().stream().map(Dimension::getName)
+                .collect(Collectors.toSet());
+        baseDataModel.getIdentifiers().stream().forEach(i -> baseDimensions.add(i.getName()));
+
+        baseMeasures.retainAll(queryMeasures);
+        if (baseMeasures.size() < queryMeasures.size()) {
+            // check dimension again
+            Set<String> dimensionMeasures = new HashSet<>();
+            dimensionMeasures.addAll(baseDimensions);
+            dimensionMeasures.retainAll(queryMeasures);
+            if (baseMeasures.size() + dimensionMeasures.size() < queryMeasures.size()) {
+                log.info("baseDataModel not match all measures");
+                isAllMatch = false;
+            }
+            queryMeasures.removeAll(dimensionMeasures);
+        }
+        queryMeasures.removeAll(baseMeasures);
+
+        baseDimensions.retainAll(queryDimension);
+        if (baseDimensions.size() < queryDimension.size()) {
+            log.debug("baseDataModel not match all dimensions");
             isAllMatch = false;
         }
-        queryDimension.removeAll(dimension);
+        queryDimension.removeAll(baseDimensions);
 
-        if (metricCommand.getWhere() != null && !metricCommand.getWhere().isEmpty()) {
-            Set<String> whereFields = new HashSet<>();
-            SqlNode sqlNode = parse(metricCommand.getWhere(), scope, engineType);
-            FilterNode.getFilterField(sqlNode, whereFields);
-        }
         return isAllMatch;
     }
 
-    private static List<DataModel> getLinkDataSourcesByJoinRelation(Set<String> queryDimension,
-            List<String> measures, DataModel baseDataModel, S2CalciteSchema schema) {
-        Set<String> linkDataSourceName = new HashSet<>();
-        List<DataModel> linkDataModels = new ArrayList<>();
+    private static List<DataModel> findRelatedModelsByRelation(Ontology ontology,
+            DataModel baseDataModel, Set<String> queryDimensions, Set<String> queryMeasures) {
+        Set<String> joinDataModelNames = new HashSet<>();
+        List<DataModel> joinDataModels = new ArrayList<>();
         Set<String> before = new HashSet<>();
         before.add(baseDataModel.getName());
-        if (!CollectionUtils.isEmpty(schema.getJoinRelations())) {
+
+        if (!CollectionUtils.isEmpty(ontology.getJoinRelations())) {
             Set<Long> visitJoinRelations = new HashSet<>();
             List<JoinRelation> sortedJoinRelation = new ArrayList<>();
-            sortJoinRelation(schema.getJoinRelations(), baseDataModel.getName(), visitJoinRelations,
-                    sortedJoinRelation);
-            schema.getJoinRelations().stream().filter(j -> !visitJoinRelations.contains(j.getId()))
+            sortJoinRelation(ontology.getJoinRelations(), baseDataModel.getName(),
+                    visitJoinRelations, sortedJoinRelation);
+            ontology.getJoinRelations().stream()
+                    .filter(j -> !visitJoinRelations.contains(j.getId()))
                     .forEach(j -> sortedJoinRelation.add(j));
             for (JoinRelation joinRelation : sortedJoinRelation) {
                 if (!before.contains(joinRelation.getLeft())
@@ -319,53 +303,54 @@ public class DataModelNode extends SemanticNode {
                 }
                 boolean isMatch = false;
                 boolean isRight = before.contains(joinRelation.getLeft());
-                DataModel other = isRight ? schema.getDataModels().get(joinRelation.getRight())
-                        : schema.getDataModels().get(joinRelation.getLeft());
-                if (!queryDimension.isEmpty()) {
+                DataModel other = isRight ? ontology.getDataModelMap().get(joinRelation.getRight())
+                        : ontology.getDataModelMap().get(joinRelation.getLeft());
+                if (!queryDimensions.isEmpty()) {
                     Set<String> linkDimension = other.getDimensions().stream()
                             .map(dd -> dd.getName()).collect(Collectors.toSet());
                     other.getIdentifiers().stream().forEach(i -> linkDimension.add(i.getName()));
-                    linkDimension.retainAll(queryDimension);
+                    linkDimension.retainAll(queryDimensions);
                     if (!linkDimension.isEmpty()) {
                         isMatch = true;
                     }
                 }
-                Set<String> linkMeasure = other.getMeasures().stream().map(mm -> mm.getName())
+                Set<String> linkMeasure = other.getMeasures().stream().map(Measure::getName)
                         .collect(Collectors.toSet());
-                linkMeasure.retainAll(measures);
+                linkMeasure.retainAll(queryMeasures);
                 if (!linkMeasure.isEmpty()) {
                     isMatch = true;
                 }
-                if (!isMatch && schema.getDimensions().containsKey(other.getName())) {
-                    Set<String> linkDimension = schema.getDimensions().get(other.getName()).stream()
-                            .map(dd -> dd.getName()).collect(Collectors.toSet());
-                    linkDimension.retainAll(queryDimension);
+                if (!isMatch && ontology.getDimensionMap().containsKey(other.getName())) {
+                    Set<String> linkDimension = ontology.getDimensionMap().get(other.getName())
+                            .stream().map(dd -> dd.getName()).collect(Collectors.toSet());
+                    linkDimension.retainAll(queryDimensions);
                     if (!linkDimension.isEmpty()) {
                         isMatch = true;
                     }
                 }
                 if (isMatch) {
-                    linkDataSourceName.add(other.getName());
+                    joinDataModelNames.add(other.getName());
                     before.add(other.getName());
                 }
             }
         }
-        if (!CollectionUtils.isEmpty(linkDataSourceName)) {
+        if (!CollectionUtils.isEmpty(joinDataModelNames)) {
             Map<String, Long> orders = new HashMap<>();
-            linkDataSourceName.add(baseDataModel.getName());
+            joinDataModelNames.add(baseDataModel.getName());
             orders.put(baseDataModel.getName(), 0L);
-            for (JoinRelation joinRelation : schema.getJoinRelations()) {
-                if (linkDataSourceName.contains(joinRelation.getLeft())
-                        && linkDataSourceName.contains(joinRelation.getRight())) {
+            for (JoinRelation joinRelation : ontology.getJoinRelations()) {
+                if (joinDataModelNames.contains(joinRelation.getLeft())
+                        && joinDataModelNames.contains(joinRelation.getRight())) {
                     orders.put(joinRelation.getLeft(), 0L);
                     orders.put(joinRelation.getRight(), 1L);
                 }
             }
             orders.entrySet().stream().sorted(Map.Entry.comparingByValue()).forEach(d -> {
-                linkDataModels.add(schema.getDataModels().get(d.getKey()));
+                joinDataModels.add(ontology.getDataModelMap().get(d.getKey()));
             });
         }
-        return linkDataModels;
+
+        return joinDataModels;
     }
 
     private static void sortJoinRelation(List<JoinRelation> joinRelations, String next,
@@ -383,12 +368,17 @@ public class DataModelNode extends SemanticNode {
         }
     }
 
-    private static List<DataModel> getLinkDataSources(Set<String> baseIdentifiers,
-            Set<String> queryDimension, List<String> measures, DataModel baseDataModel,
-            S2CalciteSchema schema) {
+    private static List<DataModel> findRelatedModelsByIdentifier(Ontology ontology,
+            DataModel baseDataModel, Set<String> queryDimension, Set<String> measures) {
+        Set<String> baseIdentifiers = baseDataModel.getIdentifiers().stream().map(Identify::getName)
+                .collect(Collectors.toSet());
+        if (baseIdentifiers.isEmpty()) {
+            return Collections.EMPTY_LIST;
+        }
+
         Set<String> linkDataSourceName = new HashSet<>();
         List<DataModel> linkDataModels = new ArrayList<>();
-        for (Map.Entry<String, DataModel> entry : schema.getDataModels().entrySet()) {
+        for (Map.Entry<String, DataModel> entry : ontology.getDataModelMap().entrySet()) {
             if (entry.getKey().equalsIgnoreCase(baseDataModel.getName())) {
                 continue;
             }
@@ -419,9 +409,9 @@ public class DataModelNode extends SemanticNode {
                 }
             }
         }
-        for (Map.Entry<String, List<Dimension>> entry : schema.getDimensions().entrySet()) {
+        for (Map.Entry<String, List<Dimension>> entry : ontology.getDimensionMap().entrySet()) {
             if (!queryDimension.isEmpty()) {
-                Set<String> linkDimension = entry.getValue().stream().map(dd -> dd.getName())
+                Set<String> linkDimension = entry.getValue().stream().map(Dimension::getName)
                         .collect(Collectors.toSet());
                 linkDimension.retainAll(queryDimension);
                 if (!linkDimension.isEmpty()) {
@@ -430,7 +420,7 @@ public class DataModelNode extends SemanticNode {
             }
         }
         for (String linkName : linkDataSourceName) {
-            linkDataModels.add(schema.getDataModels().get(linkName));
+            linkDataModels.add(ontology.getDataModelMap().get(linkName));
         }
         if (!CollectionUtils.isEmpty(linkDataModels)) {
             List<DataModel> all = new ArrayList<>();
@@ -440,4 +430,5 @@ public class DataModelNode extends SemanticNode {
         }
         return Lists.newArrayList();
     }
+
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/DimensionNode.java

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/ExtendNode.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import org.apache.calcite.sql.SqlCall;
 import org.apache.calcite.sql.SqlInternalOperator;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/FilterNode.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import org.apache.calcite.sql.SqlBasicCall;
 import org.apache.calcite.sql.SqlIdentifier;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/IdentifyNode.java

@@ -1,7 +1,7 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Identify;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/LateralViewExplodeNode.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import org.apache.calcite.linq4j.Ord;
 import org.apache.calcite.sql.SqlCall;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/MeasureNode.java

@@ -1,7 +1,7 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Measure;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Measure;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/MetricNode.java

@@ -1,8 +1,8 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
 import lombok.Data;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/node/SemanticNode.java

@@ -1,12 +1,12 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.node;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.node;
 
 import com.tencent.supersonic.common.calcite.Configuration;
 import com.tencent.supersonic.common.calcite.SemanticSqlDialect;
 import com.tencent.supersonic.common.calcite.SqlDialectFactory;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.FilterToGroupScanRule;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.FilterToGroupScanRule;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.calcite.plan.RelOptPlanner;
 import org.apache.calcite.plan.hep.HepPlanner;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/render/FilterRender.java

@@ -1,15 +1,15 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.render;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.render;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.TableView;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.FilterNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MetricNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.TableView;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.FilterNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MetricNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import org.apache.calcite.sql.SqlIdentifier;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.parser.SqlParserPos;
@@ -26,13 +26,13 @@ import java.util.stream.Collectors;
 public class FilterRender extends Renderer {
 
     @Override
-    public void render(MetricQueryParam metricCommand, List<DataModel> dataModels,
+    public void render(OntologyQueryParam metricCommand, List<DataModel> dataModels,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception {
         TableView tableView = super.tableView;
         SqlNode filterNode = null;
         List<String> queryMetrics = new ArrayList<>(metricCommand.getMetrics());
         List<String> queryDimensions = new ArrayList<>(metricCommand.getDimensions());
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
 
         if (metricCommand.getWhere() != null && !metricCommand.getWhere().isEmpty()) {
             filterNode = SemanticNode.parse(metricCommand.getWhere(), scope, engineType);

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/render/JoinRender.java

@@ -1,22 +1,22 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.render;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.render;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.JoinRelation;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Materialization;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.TableView;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.AggFunctionNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.DataModelNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.FilterNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.IdentifyNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MetricNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.TableView;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.AggFunctionNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.DataModelNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.FilterNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.IdentifyNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MetricNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Identify;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.JoinRelation;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Materialization;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.calcite.sql.JoinConditionType;
 import org.apache.calcite.sql.SqlBasicCall;
@@ -47,10 +47,10 @@ import java.util.stream.Collectors;
 public class JoinRender extends Renderer {
 
     @Override
-    public void render(MetricQueryParam metricCommand, List<DataModel> dataModels,
+    public void render(OntologyQueryParam metricCommand, List<DataModel> dataModels,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception {
         String queryWhere = metricCommand.getWhere();
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         Set<String> whereFields = new HashSet<>();
         List<String> fieldWhere = new ArrayList<>();
         if (queryWhere != null && !queryWhere.isEmpty()) {
@@ -59,8 +59,9 @@ public class JoinRender extends Renderer {
             fieldWhere = whereFields.stream().collect(Collectors.toList());
         }
         Set<String> queryAllDimension = new HashSet<>();
-        List<String> measures = new ArrayList<>();
-        DataModelNode.getQueryDimensionMeasure(schema, metricCommand, queryAllDimension, measures);
+        Set<String> measures = new HashSet<>();
+        DataModelNode.getQueryDimensionMeasure(schema.getOntology(), metricCommand,
+                queryAllDimension, measures);
         SqlNode left = null;
         TableView leftTable = null;
         TableView innerView = new TableView();
@@ -73,8 +74,8 @@ public class JoinRender extends Renderer {
             final DataModel dataModel = dataModels.get(i);
             final Set<String> filterDimensions = new HashSet<>();
             final Set<String> filterMetrics = new HashSet<>();
-            final List<String> queryDimension = new ArrayList<>();
-            final List<String> queryMetrics = new ArrayList<>();
+            final Set<String> queryDimension = new HashSet<>();
+            final Set<String> queryMetrics = new HashSet<>();
             SourceRender.whereDimMetric(fieldWhere, queryMetrics, queryDimension, dataModel, schema,
                     filterDimensions, filterMetrics);
             List<String> reqMetric = new ArrayList<>(metricCommand.getMetrics());
@@ -142,11 +143,11 @@ public class JoinRender extends Renderer {
     }
 
     private void doMetric(Map<String, SqlNode> innerSelect, TableView filterView,
-            List<String> queryMetrics, List<String> reqMetrics, DataModel dataModel,
+            Set<String> queryMetrics, List<String> reqMetrics, DataModel dataModel,
             Set<String> sourceMeasure, SqlValidatorScope scope, S2CalciteSchema schema,
             boolean nonAgg) throws Exception {
         String alias = Constants.JOIN_TABLE_PREFIX + dataModel.getName();
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         for (String m : reqMetrics) {
             if (getMatchMetric(schema, sourceMeasure, m, queryMetrics)) {
                 MetricNode metricNode = buildMetricNode(m, dataModel, scope, schema, nonAgg, alias);
@@ -177,11 +178,11 @@ public class JoinRender extends Renderer {
     }
 
     private void doDimension(Map<String, SqlNode> innerSelect, Set<String> filterDimension,
-            List<String> queryDimension, List<String> reqDimensions, DataModel dataModel,
+            Set<String> queryDimension, List<String> reqDimensions, DataModel dataModel,
             Set<String> dimension, SqlValidatorScope scope, S2CalciteSchema schema)
             throws Exception {
         String alias = Constants.JOIN_TABLE_PREFIX + dataModel.getName();
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         for (String d : reqDimensions) {
             if (getMatchDimension(schema, dimension, dataModel, d, queryDimension)) {
                 if (d.contains(Constants.DIMENSION_IDENTIFY)) {
@@ -205,7 +206,7 @@ public class JoinRender extends Renderer {
     }
 
     private boolean getMatchMetric(S2CalciteSchema schema, Set<String> sourceMeasure, String m,
-            List<String> queryMetrics) {
+            Set<String> queryMetrics) {
         Optional<Metric> metric = schema.getMetrics().stream()
                 .filter(mm -> mm.getName().equalsIgnoreCase(m)).findFirst();
         boolean isAdd = false;
@@ -226,7 +227,7 @@ public class JoinRender extends Renderer {
     }
 
     private boolean getMatchDimension(S2CalciteSchema schema, Set<String> sourceDimension,
-            DataModel dataModel, String d, List<String> queryDimension) {
+            DataModel dataModel, String d, Set<String> queryDimension) {
         String oriDimension = d;
         boolean isAdd = false;
         if (d.contains(Constants.DIMENSION_IDENTIFY)) {
@@ -261,7 +262,7 @@ public class JoinRender extends Renderer {
     private SqlNode buildJoin(SqlNode left, TableView leftTable, TableView tableView,
             Map<String, String> before, DataModel dataModel, S2CalciteSchema schema,
             SqlValidatorScope scope) throws Exception {
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         SqlNode condition =
                 getCondition(leftTable, tableView, dataModel, schema, scope, engineType);
         SqlLiteral sqlLiteral = SemanticNode.getJoinSqlLiteral("");
@@ -454,8 +455,7 @@ public class JoinRender extends Renderer {
                 endTime = zipper.getAlias() + "." + endTimeOp.get().getName();
                 dateTime = partMetric.getAlias() + "." + partTime.get().getName();
             }
-            EngineType engineType =
-                    EngineType.fromString(schema.getOntology().getDatabase().getType());
+            EngineType engineType = schema.getOntology().getDatabase().getType();
             ArrayList<SqlNode> operandList =
                     new ArrayList<>(Arrays.asList(SemanticNode.parse(endTime, scope, engineType),
                             SemanticNode.parse(dateTime, scope, engineType)));

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/render/OutputRender.java

@@ -1,13 +1,13 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.render;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.render;
 
 import com.tencent.supersonic.common.pojo.ColumnOrder;
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.TableView;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MetricNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.TableView;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MetricNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.SqlNodeList;
 import org.apache.calcite.sql.fun.SqlStdOperatorTable;
@@ -22,10 +22,10 @@ import java.util.List;
 public class OutputRender extends Renderer {
 
     @Override
-    public void render(MetricQueryParam metricCommand, List<DataModel> dataModels,
+    public void render(OntologyQueryParam metricCommand, List<DataModel> dataModels,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception {
         TableView selectDataSet = super.tableView;
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         for (String dimension : metricCommand.getDimensions()) {
             selectDataSet.getMeasure().add(SemanticNode.parse(dimension, scope, engineType));
         }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/render/Renderer.java

@@ -1,17 +1,17 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.render;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.render;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Measure;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.TableView;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MeasureNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MetricNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.TableView;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MeasureNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MetricNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Identify;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Measure;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import lombok.Data;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
@@ -114,6 +114,6 @@ public abstract class Renderer {
         return SemanticNode.buildAs(alias, tableView.build());
     }
 
-    public abstract void render(MetricQueryParam metricCommand, List<DataModel> dataModels,
+    public abstract void render(OntologyQueryParam metricCommand, List<DataModel> dataModels,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception;
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/calcite/render/SourceRender.java

@@ -1,22 +1,22 @@
-package com.tencent.supersonic.headless.core.translator.calcite.sql.render;
+package com.tencent.supersonic.headless.core.translator.parser.calcite.render;
 
 import com.tencent.supersonic.common.pojo.enums.EngineType;
-import com.tencent.supersonic.headless.core.pojo.MetricQueryParam;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Materialization;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Measure;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.TableView;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.DataModelNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.DimensionNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.FilterNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.IdentifyNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.MetricNode;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.TableView;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.DataModelNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.DimensionNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.FilterNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.IdentifyNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.MetricNode;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.node.SemanticNode;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.DataModel;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Dimension;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Identify;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Materialization;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Measure;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Metric;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.OntologyQueryParam;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.calcite.sql.SqlNode;
 import org.apache.calcite.sql.validate.SqlValidatorScope;
@@ -34,21 +34,21 @@ import java.util.Set;
 import java.util.UUID;
 import java.util.stream.Collectors;
 
-import static com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants.DIMENSION_DELIMITER;
+import static com.tencent.supersonic.headless.core.translator.parser.s2sql.Constants.DIMENSION_DELIMITER;
 
 /** process the table dataSet from the defined data model schema */
 @Slf4j
 public class SourceRender extends Renderer {
 
     public static TableView renderOne(String alias, List<String> fieldWheres,
-            List<String> reqMetrics, List<String> reqDimensions, String queryWhere,
+            Set<String> reqMetrics, Set<String> reqDimensions, String queryWhere,
             DataModel datasource, SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg)
             throws Exception {
 
         TableView dataSet = new TableView();
         TableView output = new TableView();
-        List<String> queryMetrics = new ArrayList<>(reqMetrics);
-        List<String> queryDimensions = new ArrayList<>(reqDimensions);
+        Set<String> queryMetrics = new HashSet<>(reqMetrics);
+        Set<String> queryDimensions = new HashSet<>(reqDimensions);
         List<String> fieldWhere = new ArrayList<>(fieldWheres);
         Map<String, String> extendFields = new HashMap<>();
         if (!fieldWhere.isEmpty()) {
@@ -57,9 +57,7 @@ public class SourceRender extends Renderer {
             whereDimMetric(fieldWhere, queryMetrics, queryDimensions, datasource, schema,
                     dimensions, metrics);
             queryMetrics.addAll(metrics);
-            queryMetrics = uniqList(queryMetrics);
             queryDimensions.addAll(dimensions);
-            queryDimensions = uniqList(queryDimensions);
             mergeWhere(fieldWhere, dataSet, output, queryMetrics, queryDimensions, extendFields,
                     datasource, scope, schema, nonAgg);
         }
@@ -109,7 +107,7 @@ public class SourceRender extends Renderer {
             S2CalciteSchema schema, boolean nonAgg, Map<String, String> extendFields,
             TableView dataSet, TableView output, SqlValidatorScope scope) throws Exception {
         List<Dimension> dimensionList = schema.getDimensions().get(datasource.getName());
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         boolean isAdd = false;
         if (!CollectionUtils.isEmpty(dimensionList)) {
             for (Dimension dim : dimensionList) {
@@ -182,12 +180,12 @@ public class SourceRender extends Renderer {
         }
     }
 
-    private static List<SqlNode> getWhereMeasure(List<String> fields, List<String> queryMetrics,
-            List<String> queryDimensions, Map<String, String> extendFields, DataModel datasource,
+    private static List<SqlNode> getWhereMeasure(List<String> fields, Set<String> queryMetrics,
+            Set<String> queryDimensions, Map<String, String> extendFields, DataModel datasource,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception {
         Iterator<String> iterator = fields.iterator();
         List<SqlNode> whereNode = new ArrayList<>();
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         while (iterator.hasNext()) {
             String cur = iterator.next();
             if (queryDimensions.contains(cur) || queryMetrics.contains(cur)) {
@@ -224,17 +222,17 @@ public class SourceRender extends Renderer {
     }
 
     private static void mergeWhere(List<String> fields, TableView dataSet, TableView outputSet,
-            List<String> queryMetrics, List<String> queryDimensions,
-            Map<String, String> extendFields, DataModel datasource, SqlValidatorScope scope,
-            S2CalciteSchema schema, boolean nonAgg) throws Exception {
+            Set<String> queryMetrics, Set<String> queryDimensions, Map<String, String> extendFields,
+            DataModel datasource, SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg)
+            throws Exception {
         List<SqlNode> whereNode = getWhereMeasure(fields, queryMetrics, queryDimensions,
                 extendFields, datasource, scope, schema, nonAgg);
         dataSet.getMeasure().addAll(whereNode);
         // getWhere(outputSet,fields,queryMetrics,queryDimensions,datasource,scope,schema);
     }
 
-    public static void whereDimMetric(List<String> fields, List<String> queryMetrics,
-            List<String> queryDimensions, DataModel datasource, S2CalciteSchema schema,
+    public static void whereDimMetric(List<String> fields, Set<String> queryMetrics,
+            Set<String> queryDimensions, DataModel datasource, S2CalciteSchema schema,
             Set<String> dimensions, Set<String> metrics) {
         for (String field : fields) {
             if (queryDimensions.contains(field) || queryMetrics.contains(field)) {
@@ -310,7 +308,7 @@ public class SourceRender extends Renderer {
         return false;
     }
 
-    private static void addTimeDimension(DataModel dataModel, List<String> queryDimension) {
+    private static void addTimeDimension(DataModel dataModel, Set<String> queryDimension) {
         if (Materialization.TimePartType.ZIPPER.equals(dataModel.getTimePartType())) {
             Optional<Dimension> startTimeOp = dataModel.getDimensions().stream()
                     .filter(d -> Constants.DIMENSION_TYPE_TIME.equalsIgnoreCase(d.getType()))
@@ -336,12 +334,12 @@ public class SourceRender extends Renderer {
         }
     }
 
-    public void render(MetricQueryParam metricQueryParam, List<DataModel> dataModels,
+    public void render(OntologyQueryParam ontologyQueryParam, List<DataModel> dataModels,
             SqlValidatorScope scope, S2CalciteSchema schema, boolean nonAgg) throws Exception {
-        String queryWhere = metricQueryParam.getWhere();
+        String queryWhere = ontologyQueryParam.getWhere();
         Set<String> whereFields = new HashSet<>();
         List<String> fieldWhere = new ArrayList<>();
-        EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
+        EngineType engineType = schema.getOntology().getDatabase().getType();
         if (queryWhere != null && !queryWhere.isEmpty()) {
             SqlNode sqlNode = SemanticNode.parse(queryWhere, scope, engineType);
             FilterNode.getFilterField(sqlNode, whereFields);
@@ -349,13 +347,13 @@ public class SourceRender extends Renderer {
         }
         if (dataModels.size() == 1) {
             DataModel dataModel = dataModels.get(0);
-            super.tableView = renderOne("", fieldWhere, metricQueryParam.getMetrics(),
-                    metricQueryParam.getDimensions(), metricQueryParam.getWhere(), dataModel, scope,
-                    schema, nonAgg);
+            super.tableView = renderOne("", fieldWhere, ontologyQueryParam.getMetrics(),
+                    ontologyQueryParam.getDimensions(), ontologyQueryParam.getWhere(), dataModel,
+                    scope, schema, nonAgg);
             return;
         }
         JoinRender joinRender = new JoinRender();
-        joinRender.render(metricQueryParam, dataModels, scope, schema, nonAgg);
+        joinRender.render(ontologyQueryParam, dataModels, scope, schema, nonAgg);
         super.tableView = joinRender.getTableView();
     }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Constants.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 public class Constants {
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/DataModel.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/DataType.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import java.util.Arrays;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Dimension.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/DimensionTimeTypeParams.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Data;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Identify.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/JoinRelation.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Materialization.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/MaterializationElement.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Measure.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.AllArgsConstructor;
 import lombok.Builder;

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Metric.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Data;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/MetricTypeParams.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Data;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/Ontology.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import com.tencent.supersonic.headless.core.pojo.Database;
 import lombok.Data;
@@ -25,8 +25,4 @@ public class Ontology {
                 .collect(Collectors.toList());
     }
 
-    public Map<Long, DataModel> getModelMap() {
-        return dataModelMap.values().stream()
-                .collect(Collectors.toMap(DataModel::getId, dataSource -> dataSource));
-    }
 }

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/OntologyQueryParam.java

@@ -0,0 +1,20 @@
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
+
+import com.google.common.collect.Sets;
+import com.tencent.supersonic.common.pojo.ColumnOrder;
+import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
+import lombok.Data;
+
+import java.util.List;
+import java.util.Set;
+
+@Data
+public class OntologyQueryParam {
+    private Set<String> metrics = Sets.newHashSet();
+    private Set<String> dimensions = Sets.newHashSet();
+    private String where;
+    private Long limit;
+    private List<ColumnOrder> order;
+    private boolean nativeQuery = false;
+    private AggOption aggOption = AggOption.DEFAULT;
+}

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/SemanticItem.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 public interface SemanticItem {
     String getName();

headless/core/src/main/java/com/tencent/supersonic/headless/core/translator/parser/s2sql/TimeRange.java

@@ -1,4 +1,4 @@
-package com.tencent.supersonic.headless.core.translator.calcite.s2sql;
+package com.tencent.supersonic.headless.core.translator.parser.s2sql;
 
 import lombok.Builder;
 import lombok.Data;

headless/core/src/main/java/com/tencent/supersonic/headless/core/utils/ComponentFactory.java

@@ -4,9 +4,9 @@ import com.tencent.supersonic.common.util.ContextUtils;
 import com.tencent.supersonic.headless.core.cache.QueryCache;
 import com.tencent.supersonic.headless.core.executor.QueryAccelerator;
 import com.tencent.supersonic.headless.core.executor.QueryExecutor;
-import com.tencent.supersonic.headless.core.translator.QueryOptimizer;
-import com.tencent.supersonic.headless.core.translator.QueryParser;
 import com.tencent.supersonic.headless.core.translator.converter.QueryConverter;
+import com.tencent.supersonic.headless.core.translator.optimizer.QueryOptimizer;
+import com.tencent.supersonic.headless.core.translator.parser.QueryParser;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.core.io.support.SpringFactoriesLoader;
 

headless/core/src/main/java/com/tencent/supersonic/headless/core/utils/SqlGenerateUtils.java

@@ -12,7 +12,6 @@ import com.tencent.supersonic.common.util.DateModeUtils;
 import com.tencent.supersonic.common.util.SqlFilterUtils;
 import com.tencent.supersonic.common.util.StringUtil;
 import com.tencent.supersonic.headless.api.pojo.Measure;
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
 import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
 import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
 import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
@@ -20,6 +19,7 @@ import com.tencent.supersonic.headless.api.pojo.response.DimSchemaResp;
 import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
 import com.tencent.supersonic.headless.api.pojo.response.MetricSchemaResp;
 import com.tencent.supersonic.headless.core.config.ExecutorConfig;
+import com.tencent.supersonic.headless.core.pojo.StructQueryParam;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.ImmutablePair;
@@ -85,25 +85,26 @@ public class SqlGenerateUtils {
         return selectSql;
     }
 
-    public String getLimit(QueryParam queryParam) {
-        if (queryParam != null && queryParam.getLimit() != null && queryParam.getLimit() > 0) {
-            return " limit " + queryParam.getLimit();
+    public String getLimit(StructQueryParam structQueryParam) {
+        if (structQueryParam != null && structQueryParam.getLimit() != null
+                && structQueryParam.getLimit() > 0) {
+            return " limit " + structQueryParam.getLimit();
         }
         return "";
     }
 
-    public String getSelect(QueryParam queryParam) {
-        String aggStr = queryParam.getAggregators().stream().map(this::getSelectField)
+    public String getSelect(StructQueryParam structQueryParam) {
+        String aggStr = structQueryParam.getAggregators().stream().map(this::getSelectField)
                 .collect(Collectors.joining(","));
-        return CollectionUtils.isEmpty(queryParam.getGroups()) ? aggStr
-                : String.join(",", queryParam.getGroups()) + "," + aggStr;
+        return CollectionUtils.isEmpty(structQueryParam.getGroups()) ? aggStr
+                : String.join(",", structQueryParam.getGroups()) + "," + aggStr;
     }
 
-    public String getSelect(QueryParam queryParam, Map<String, String> deriveMetrics) {
-        String aggStr = queryParam.getAggregators().stream()
+    public String getSelect(StructQueryParam structQueryParam, Map<String, String> deriveMetrics) {
+        String aggStr = structQueryParam.getAggregators().stream()
                 .map(a -> getSelectField(a, deriveMetrics)).collect(Collectors.joining(","));
-        return CollectionUtils.isEmpty(queryParam.getGroups()) ? aggStr
-                : String.join(",", queryParam.getGroups()) + "," + aggStr;
+        return CollectionUtils.isEmpty(structQueryParam.getGroups()) ? aggStr
+                : String.join(",", structQueryParam.getGroups()) + "," + aggStr;
     }
 
     public String getSelectField(final Aggregator agg) {
@@ -128,46 +129,46 @@ public class SqlGenerateUtils {
         return deriveMetrics.get(agg.getColumn());
     }
 
-    public String getGroupBy(QueryParam queryParam) {
-        if (CollectionUtils.isEmpty(queryParam.getGroups())) {
+    public String getGroupBy(StructQueryParam structQueryParam) {
+        if (CollectionUtils.isEmpty(structQueryParam.getGroups())) {
             return "";
         }
-        return "group by " + String.join(",", queryParam.getGroups());
+        return "group by " + String.join(",", structQueryParam.getGroups());
     }
 
-    public String getOrderBy(QueryParam queryParam) {
-        if (CollectionUtils.isEmpty(queryParam.getOrders())) {
+    public String getOrderBy(StructQueryParam structQueryParam) {
+        if (CollectionUtils.isEmpty(structQueryParam.getOrders())) {
             return "";
         }
-        return "order by " + queryParam.getOrders().stream()
+        return "order by " + structQueryParam.getOrders().stream()
                 .map(order -> " " + order.getColumn() + " " + order.getDirection() + " ")
                 .collect(Collectors.joining(","));
     }
 
-    public String getOrderBy(QueryParam queryParam, Map<String, String> deriveMetrics) {
-        if (CollectionUtils.isEmpty(queryParam.getOrders())) {
+    public String getOrderBy(StructQueryParam structQueryParam, Map<String, String> deriveMetrics) {
+        if (CollectionUtils.isEmpty(structQueryParam.getOrders())) {
             return "";
         }
-        if (!queryParam.getOrders().stream()
+        if (!structQueryParam.getOrders().stream()
                 .anyMatch(o -> deriveMetrics.containsKey(o.getColumn()))) {
-            return getOrderBy(queryParam);
+            return getOrderBy(structQueryParam);
         }
-        return "order by " + queryParam.getOrders().stream()
+        return "order by " + structQueryParam.getOrders().stream()
                 .map(order -> " " + (deriveMetrics.containsKey(order.getColumn())
                         ? deriveMetrics.get(order.getColumn())
                         : order.getColumn()) + " " + order.getDirection() + " ")
                 .collect(Collectors.joining(","));
     }
 
-    public String generateWhere(QueryParam queryParam, ItemDateResp itemDateResp) {
+    public String generateWhere(StructQueryParam structQueryParam, ItemDateResp itemDateResp) {
         String whereClauseFromFilter =
-                sqlFilterUtils.getWhereClause(queryParam.getDimensionFilters());
-        String whereFromDate = getDateWhereClause(queryParam.getDateInfo(), itemDateResp);
-        return mergeDateWhereClause(queryParam, whereClauseFromFilter, whereFromDate);
+                sqlFilterUtils.getWhereClause(structQueryParam.getDimensionFilters());
+        String whereFromDate = getDateWhereClause(structQueryParam.getDateInfo(), itemDateResp);
+        return mergeDateWhereClause(structQueryParam, whereClauseFromFilter, whereFromDate);
     }
 
-    private String mergeDateWhereClause(QueryParam queryParam, String whereClauseFromFilter,
-            String whereFromDate) {
+    private String mergeDateWhereClause(StructQueryParam structQueryParam,
+            String whereClauseFromFilter, String whereFromDate) {
         if (StringUtils.isNotEmpty(whereFromDate)
                 && StringUtils.isNotEmpty(whereClauseFromFilter)) {
             return String.format("%s AND (%s)", whereFromDate, whereClauseFromFilter);
@@ -179,7 +180,7 @@ public class SqlGenerateUtils {
             return whereFromDate;
         } else if (Objects.isNull(whereFromDate) && StringUtils.isEmpty(whereClauseFromFilter)) {
             log.debug("the current date information is empty, enter the date initialization logic");
-            return dateModeUtils.defaultRecentDateInfo(queryParam.getDateInfo());
+            return dateModeUtils.defaultRecentDateInfo(structQueryParam.getDateInfo());
         }
         return whereClauseFromFilter;
     }
@@ -203,12 +204,12 @@ public class SqlGenerateUtils {
         return dateModeUtils.getDateWhereStr(dateInfo, dateDate);
     }
 
-    public Triple<String, String, String> getBeginEndTime(QueryParam queryParam,
+    public Triple<String, String, String> getBeginEndTime(StructQueryParam structQueryParam,
             ItemDateResp dataDate) {
-        if (Objects.isNull(queryParam.getDateInfo())) {
+        if (Objects.isNull(structQueryParam.getDateInfo())) {
             return Triple.of("", "", "");
         }
-        DateConf dateConf = queryParam.getDateInfo();
+        DateConf dateConf = structQueryParam.getDateInfo();
         String dateInfo = dateModeUtils.getSysDateCol(dateConf);
         if (dateInfo.isEmpty()) {
             return Triple.of("", "", "");

headless/core/src/main/java/com/tencent/supersonic/headless/core/utils/SqlUtils.java

@@ -3,6 +3,7 @@ package com.tencent.supersonic.headless.core.utils;
 import javax.sql.DataSource;
 
 import com.tencent.supersonic.common.pojo.QueryColumn;
+import com.tencent.supersonic.common.pojo.enums.EngineType;
 import com.tencent.supersonic.common.util.DateUtils;
 import com.tencent.supersonic.headless.api.pojo.enums.DataType;
 import com.tencent.supersonic.headless.api.pojo.response.SemanticQueryResp;
@@ -64,7 +65,7 @@ public class SqlUtils {
     public SqlUtils init(Database database) {
         return SqlUtilsBuilder.getBuilder()
                 .withName(database.getId() + AT_SYMBOL + database.getName())
-                .withType(database.getType()).withJdbcUrl(database.getUrl())
+                .withType(database.getType().getName()).withJdbcUrl(database.getUrl())
                 .withUsername(database.getUsername()).withPassword(database.getPassword())
                 .withJdbcDataSource(this.jdbcDataSource).withResultLimit(this.resultLimit)
                 .withIsQueryLogEnable(this.isQueryLogEnable).build();
@@ -224,7 +225,8 @@ public class SqlUtils {
         }
 
         public SqlUtils build() {
-            Database database = Database.builder().name(this.name).type(this.type).url(this.jdbcUrl)
+            Database database = Database.builder().name(this.name)
+                    .type(EngineType.fromString(this.type.toUpperCase())).url(this.jdbcUrl)
                     .username(this.username).password(this.password).build();
 
             SqlUtils sqlUtils = new SqlUtils(database);

headless/core/src/test/java/com/tencent/supersonic/chat/core/parser/aggregate/CalciteSqlParserTest.java

@@ -1,9 +1,8 @@
 package com.tencent.supersonic.chat.core.parser.aggregate;
 
 import com.alibaba.fastjson.JSON;
-import com.tencent.supersonic.headless.api.pojo.enums.AggOption;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
-import com.tencent.supersonic.headless.core.translator.calcite.CalciteQueryParser;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.CalciteQueryParser;
 import org.junit.jupiter.api.Test;
 import org.testng.Assert;
 
@@ -318,7 +317,7 @@ public class CalciteSqlParserTest {
                 + "            \"updatedAt\": 1711367511146\n" + "        }\n" + "    }\n" + "}";
         QueryStatement queryStatement = JSON.parseObject(json, QueryStatement.class);
         CalciteQueryParser calciteSqlParser = new CalciteQueryParser();
-        calciteSqlParser.parse(queryStatement, AggOption.DEFAULT);
+        calciteSqlParser.parse(queryStatement);
         Assert.assertEquals(queryStatement.getSql().trim().replaceAll("\\s+", ""),
                 "SELECT`imp_date`AS`sys_imp_date`,SUM(1)AS`pv`" + "FROM" + "`s2_pv_uv_statis`"
                         + "GROUPBY`imp_date`,`imp_date`");

headless/server/src/main/java/com/tencent/supersonic/headless/server/facade/rest/SqlQueryApiController.java

@@ -6,6 +6,7 @@ import javax.servlet.http.HttpServletResponse;
 import com.tencent.supersonic.auth.api.authentication.utils.UserHolder;
 import com.tencent.supersonic.common.pojo.User;
 import com.tencent.supersonic.common.util.StringUtil;
+import com.tencent.supersonic.headless.api.pojo.SqlEvaluation;
 import com.tencent.supersonic.headless.api.pojo.request.QuerySqlReq;
 import com.tencent.supersonic.headless.api.pojo.request.QuerySqlsReq;
 import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
@@ -102,4 +103,28 @@ public class SqlQueryApiController {
         querySqlReq.setSql(StringUtil.replaceBackticks(sql));
         return chatLayerService.validate(querySqlReq, user);
     }
+
+    @PostMapping("/validateAndQuery")
+    public Object validateAndQuery(@RequestBody QuerySqlsReq querySqlsReq,
+            HttpServletRequest request, HttpServletResponse response) throws Exception {
+        User user = UserHolder.findUser(request, response);
+        List<QuerySqlReq> convert = convert(querySqlsReq);
+        for (QuerySqlReq querySqlReq : convert) {
+            SqlEvaluation validate = chatLayerService.validate(querySqlReq, user);
+            if (!validate.getIsValidated()) {
+                throw new Exception(validate.getValidateMsg());
+            }
+        }
+        return queryBySqls(querySqlsReq, request, response);
+    }
+
+    private List<QuerySqlReq> convert(QuerySqlsReq querySqlsReq) {
+        return querySqlsReq.getSqls().stream().map(sql -> {
+            QuerySqlReq querySqlReq = new QuerySqlReq();
+            BeanUtils.copyProperties(querySqlsReq, querySqlReq);
+            querySqlReq.setSql(StringUtil.replaceBackticks(sql));
+            return querySqlReq;
+        }).collect(Collectors.toList());
+    }
+
 }

headless/server/src/main/java/com/tencent/supersonic/headless/server/facade/service/impl/S2SemanticLayerService.java

@@ -6,24 +6,10 @@ import com.tencent.supersonic.common.pojo.QueryColumn;
 import com.tencent.supersonic.common.pojo.User;
 import com.tencent.supersonic.common.pojo.enums.TaskStatusEnum;
 import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
-import com.tencent.supersonic.headless.api.pojo.DataSetSchema;
-import com.tencent.supersonic.headless.api.pojo.Dim;
-import com.tencent.supersonic.headless.api.pojo.MetaFilter;
-import com.tencent.supersonic.headless.api.pojo.QueryParam;
+import com.tencent.supersonic.headless.api.pojo.*;
 import com.tencent.supersonic.headless.api.pojo.enums.SemanticType;
-import com.tencent.supersonic.headless.api.pojo.request.DimensionValueReq;
-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;
-import com.tencent.supersonic.headless.api.pojo.request.SchemaFilterReq;
-import com.tencent.supersonic.headless.api.pojo.request.SemanticQueryReq;
-import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
-import com.tencent.supersonic.headless.api.pojo.response.ItemResp;
-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.SemanticQueryResp;
-import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
-import com.tencent.supersonic.headless.api.pojo.response.SemanticTranslateResp;
+import com.tencent.supersonic.headless.api.pojo.request.*;
+import com.tencent.supersonic.headless.api.pojo.response.*;
 import com.tencent.supersonic.headless.chat.knowledge.HanlpMapResult;
 import com.tencent.supersonic.headless.chat.knowledge.KnowledgeBaseService;
 import com.tencent.supersonic.headless.chat.knowledge.MapResult;
@@ -33,6 +19,8 @@ import com.tencent.supersonic.headless.chat.knowledge.helper.NatureHelper;
 import com.tencent.supersonic.headless.core.cache.QueryCache;
 import com.tencent.supersonic.headless.core.executor.QueryExecutor;
 import com.tencent.supersonic.headless.core.pojo.QueryStatement;
+import com.tencent.supersonic.headless.core.pojo.SqlQueryParam;
+import com.tencent.supersonic.headless.core.pojo.StructQueryParam;
 import com.tencent.supersonic.headless.core.translator.SemanticTranslator;
 import com.tencent.supersonic.headless.core.utils.ComponentFactory;
 import com.tencent.supersonic.headless.server.annotation.S2DataPermission;
@@ -52,12 +40,7 @@ import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.BeanUtils;
 import org.springframework.stereotype.Service;
 
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Set;
+import java.util.*;
 import java.util.stream.Collectors;
 
 @Service
@@ -307,30 +290,13 @@ public class S2SemanticLayerService implements SemanticLayerService {
         return queryStatement;
     }
 
-    private QueryStatement buildSqlQueryStatement(QuerySqlReq querySqlReq, User user) {
-        // If dataSetId or DataSetName is empty, parse dataSetId from the SQL
-        if (querySqlReq.needGetDataSetId()) {
-            Long dataSetId = dataSetService.getDataSetIdFromSql(querySqlReq.getSql(), user);
-            querySqlReq.setDataSetId(dataSetId);
-        }
-
-        QueryStatement queryStatement = buildStructQueryStatement(querySqlReq);
-        queryStatement.setIsS2SQL(true);
-        queryStatement.setSql(querySqlReq.getSql());
-        return queryStatement;
-    }
-
-    private QueryStatement buildStructQueryStatement(SemanticQueryReq queryReq) {
+    private QueryStatement buildQueryStatement(SemanticQueryReq queryReq) {
         SchemaFilterReq schemaFilterReq = new SchemaFilterReq();
         schemaFilterReq.setDataSetId(queryReq.getDataSetId());
         schemaFilterReq.setModelIds(queryReq.getModelIds());
         SemanticSchemaResp semanticSchemaResp = schemaService.fetchSemanticSchema(schemaFilterReq);
 
         QueryStatement queryStatement = new QueryStatement();
-        QueryParam queryParam = new QueryParam();
-        BeanUtils.copyProperties(queryReq, queryParam);
-        queryStatement.setQueryParam(queryParam);
-        queryStatement.setModelIds(queryReq.getModelIds());
         queryStatement.setEnableOptimize(queryUtils.enableOptimize());
         queryStatement.setDataSetId(queryReq.getDataSetId());
         queryStatement.setSemanticSchemaResp(semanticSchemaResp);
@@ -338,6 +304,31 @@ public class S2SemanticLayerService implements SemanticLayerService {
         return queryStatement;
     }
 
+    private QueryStatement buildSqlQueryStatement(QuerySqlReq querySqlReq, User user) {
+        QueryStatement queryStatement = buildQueryStatement(querySqlReq);
+        queryStatement.setIsS2SQL(true);
+
+        SqlQueryParam sqlQueryParam = new SqlQueryParam();
+        sqlQueryParam.setSql(querySqlReq.getSql());
+        queryStatement.setSqlQueryParam(sqlQueryParam);
+
+        // If dataSetId or DataSetName is empty, parse dataSetId from the SQL
+        if (querySqlReq.needGetDataSetId()) {
+            Long dataSetId = dataSetService.getDataSetIdFromSql(querySqlReq.getSql(), user);
+            querySqlReq.setDataSetId(dataSetId);
+        }
+        return queryStatement;
+    }
+
+    private QueryStatement buildStructQueryStatement(SemanticQueryReq queryReq) {
+        QueryStatement queryStatement = buildQueryStatement(queryReq);
+        StructQueryParam structQueryParam = new StructQueryParam();
+        BeanUtils.copyProperties(queryReq, structQueryParam);
+        queryStatement.setStructQueryParam(structQueryParam);
+        queryStatement.setIsS2SQL(false);
+        return queryStatement;
+    }
+
     private QueryStatement buildMultiStructQueryStatement(QueryMultiStructReq queryMultiStructReq) {
         List<QueryStatement> queryStatements = new ArrayList<>();
         for (QueryStructReq queryStructReq : queryMultiStructReq.getQueryStructReqs()) {

headless/server/src/main/java/com/tencent/supersonic/headless/server/manager/ModelYamlManager.java

@@ -33,7 +33,6 @@ public class ModelYamlManager {
         ModelDetail modelDetail = modelResp.getModelDetail();
         DbAdaptor engineAdaptor = DbAdaptorFactory.getEngineAdaptor(databaseResp.getType());
         SysTimeDimensionBuilder.addSysTimeDimension(modelDetail.getDimensions(), engineAdaptor);
-        addInterCntMetric(modelResp.getBizName(), modelDetail);
         DataModelYamlTpl dataModelYamlTpl = new DataModelYamlTpl();
         dataModelYamlTpl.setType(databaseResp.getType());
         BeanUtils.copyProperties(modelDetail, dataModelYamlTpl);

headless/server/src/main/java/com/tencent/supersonic/headless/server/manager/SemanticSchemaManager.java

@@ -2,33 +2,12 @@ package com.tencent.supersonic.headless.server.manager;
 
 import com.tencent.supersonic.common.pojo.ModelRela;
 import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum;
-import com.tencent.supersonic.headless.api.pojo.Field;
-import com.tencent.supersonic.headless.api.pojo.enums.TagDefineType;
 import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
 import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
-import com.tencent.supersonic.headless.api.pojo.response.TagResp;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Constants;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataModel;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DataType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Dimension;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.DimensionTimeTypeParams;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Identify;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.JoinRelation;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Materialization.TimePartType;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Measure;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Metric;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.MetricTypeParams;
-import com.tencent.supersonic.headless.core.translator.calcite.s2sql.Ontology;
-import com.tencent.supersonic.headless.core.translator.calcite.sql.S2CalciteSchema;
-import com.tencent.supersonic.headless.server.pojo.yaml.DataModelYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.DimensionTimeTypeParamsTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.DimensionYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.FieldParamYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.IdentifyYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.MeasureYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.MetricParamYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.MetricTypeParamsYamlTpl;
-import com.tencent.supersonic.headless.server.pojo.yaml.MetricYamlTpl;
+import com.tencent.supersonic.headless.core.translator.parser.calcite.S2CalciteSchema;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.*;
+import com.tencent.supersonic.headless.core.translator.parser.s2sql.Materialization.TimePartType;
+import com.tencent.supersonic.headless.server.pojo.yaml.*;
 import com.tencent.supersonic.headless.server.service.SchemaService;
 import com.tencent.supersonic.headless.server.utils.DatabaseConverter;
 import lombok.extern.slf4j.Slf4j;
@@ -36,15 +15,8 @@ import org.apache.commons.lang3.tuple.Triple;
 import org.springframework.stereotype.Service;
 import org.springframework.util.CollectionUtils;
 
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.Iterator;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.Map.Entry;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
 import java.util.stream.Collectors;
 
 @Slf4j
@@ -90,82 +62,6 @@ public class SemanticSchemaManager {
         return ontology;
     }
 
-    public Ontology getTagSemanticModel(SemanticSchemaResp semanticSchemaResp) throws Exception {
-        if (CollectionUtils.isEmpty(semanticSchemaResp.getTags())) {
-            throw new Exception("semanticSchemaResp tag is empty");
-        }
-        Ontology ontology = buildOntology(semanticSchemaResp);
-        // Map<String, List<Dimension>> dimensions = new HashMap<>();
-        Map<Long, List<TagResp>> tagMap = new HashMap<>();
-        for (TagResp tagResp : semanticSchemaResp.getTags()) {
-            if (!tagMap.containsKey(tagResp.getModelId())) {
-                tagMap.put(tagResp.getModelId(), new ArrayList<>());
-            }
-            tagMap.get(tagResp.getModelId()).add(tagResp);
-        }
-        if (Objects.nonNull(ontology.getDataModelMap()) && !ontology.getDataModelMap().isEmpty()) {
-            for (Map.Entry<String, DataModel> entry : ontology.getDataModelMap().entrySet()) {
-                List<Dimension> modelDimensions = new ArrayList<>();
-                if (!ontology.getDimensionMap().containsKey(entry.getKey())) {
-                    ontology.getDimensionMap().put(entry.getKey(), modelDimensions);
-                } else {
-                    modelDimensions = ontology.getDimensionMap().get(entry.getKey());
-                }
-                if (tagMap.containsKey(entry.getValue().getId())) {
-                    for (TagResp tagResp : tagMap.get(entry.getValue().getId())) {
-                        addTagModel(tagResp, modelDimensions, ontology.getMetrics());
-                    }
-                }
-            }
-        }
-
-        return ontology;
-    }
-
-    private void addTagModel(TagResp tagResp, List<Dimension> modelDimensions,
-            List<Metric> modelMetrics) throws Exception {
-        TagDefineType tagDefineType = TagDefineType.valueOf(tagResp.getTagDefineType());
-        switch (tagDefineType) {
-            case FIELD:
-            case DIMENSION:
-                if (TagDefineType.DIMENSION.equals(tagResp.getTagDefineType())) {
-                    Optional<Dimension> modelDimension = modelDimensions.stream()
-                            // .filter(d -> d.getBizName().equals(tagResp.getExpr()))
-                            .findFirst();
-                    if (modelDimension.isPresent()) {
-                        modelDimension.get().setName(tagResp.getBizName());
-                        return;
-                    }
-                }
-                Dimension dimension = Dimension.builder().build();
-                dimension.setType("");
-                // dimension.setExpr(tagResp.getExpr());
-                dimension.setName(tagResp.getBizName());
-                dimension.setOwners("");
-                dimension.setBizName(tagResp.getBizName());
-                if (Objects.isNull(dimension.getDataType())) {
-                    dimension.setDataType(DataType.UNKNOWN);
-                }
-
-                DimensionTimeTypeParams dimensionTimeTypeParams = new DimensionTimeTypeParams();
-                dimension.setDimensionTimeTypeParams(dimensionTimeTypeParams);
-                modelDimensions.add(dimension);
-                return;
-            case METRIC:
-                Optional<Metric> modelMetric = modelMetrics.stream()
-                        // .filter(m -> m.getName().equalsIgnoreCase(tagResp.getExpr()))
-                        .findFirst();
-                if (modelMetric.isPresent()) {
-                    modelMetric.get().setName(tagResp.getBizName());
-                } else {
-                    throw new Exception(
-                            String.format("tag [{}] cant find the metric", tagResp.getBizName()));
-                }
-                return;
-            default:
-        }
-    }
-
     public static List<Metric> getMetrics(final List<MetricYamlTpl> t) {
         return getMetricsByMetricYamlTpl(t);
     }
@@ -184,16 +80,6 @@ public class SemanticSchemaManager {
         if (Objects.nonNull(d.getModelSourceTypeEnum())) {
             dataModel.setTimePartType(TimePartType.of(d.getModelSourceTypeEnum().name()));
         }
-        if (Objects.nonNull(d.getFields()) && !CollectionUtils.isEmpty(d.getFields())) {
-            Set<String> measures = dataModel.getMeasures().stream().map(mm -> mm.getName())
-                    .collect(Collectors.toSet());
-            for (Field f : d.getFields()) {
-                if (!measures.contains(f.getFieldName())) {
-                    dataModel.getMeasures().add(Measure.builder().expr(f.getFieldName())
-                            .name(f.getFieldName()).agg("").build());
-                }
-            }
-        }
         return dataModel;
     }
 

headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/DictRepository.java

@@ -2,6 +2,7 @@ package com.tencent.supersonic.headless.server.persistence.repository;
 
 import com.tencent.supersonic.headless.api.pojo.request.DictItemFilter;
 import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
+import com.tencent.supersonic.headless.api.pojo.request.ValueTaskQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictItemResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.server.persistence.dataobject.DictConfDO;
@@ -26,4 +27,6 @@ public interface DictRepository {
     DictTaskDO queryDictTaskById(Long id);
 
     DictTaskResp queryLatestDictTask(DictSingleTaskReq taskReq);
+
+    List<DictTaskDO> queryAllDictTask(ValueTaskQueryReq taskQueryReq);
 }

headless/server/src/main/java/com/tencent/supersonic/headless/server/persistence/repository/impl/DictRepositoryImpl.java

@@ -4,6 +4,7 @@ import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.tencent.supersonic.common.pojo.enums.TypeEnums;
 import com.tencent.supersonic.headless.api.pojo.request.DictItemFilter;
 import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
+import com.tencent.supersonic.headless.api.pojo.request.ValueTaskQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictItemResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
@@ -14,11 +15,14 @@ import com.tencent.supersonic.headless.server.persistence.mapper.DictTaskMapper;
 import com.tencent.supersonic.headless.server.persistence.repository.DictRepository;
 import com.tencent.supersonic.headless.server.service.DimensionService;
 import com.tencent.supersonic.headless.server.utils.DictUtils;
+import com.xkzhangsan.time.utils.CollectionUtil;
 import lombok.extern.slf4j.Slf4j;
+import org.codehaus.plexus.util.StringUtils;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Repository;
 import org.springframework.util.CollectionUtils;
 
+import java.util.Collections;
 import java.util.Comparator;
 import java.util.List;
 import java.util.Objects;
@@ -100,6 +104,23 @@ public class DictRepositoryImpl implements DictRepository {
         return taskResp;
     }
 
+    @Override
+    public List<DictTaskDO> queryAllDictTask(ValueTaskQueryReq taskQueryReq) {
+        QueryWrapper<DictTaskDO> wrapper = new QueryWrapper<>();
+        if (Objects.nonNull(taskQueryReq.getItemId())) {
+            wrapper.lambda().eq(DictTaskDO::getItemId, taskQueryReq.getItemId());
+        }
+        if (CollectionUtil.isNotEmpty(taskQueryReq.getTaskStatusList())) {
+            wrapper.lambda().in(DictTaskDO::getStatus, taskQueryReq.getTaskStatusList());
+        }
+        if (StringUtils.isNotEmpty(taskQueryReq.getKey())) {
+            String key = taskQueryReq.getKey();
+            wrapper.lambda().and(qw -> qw.like(DictTaskDO::getName, key).or()
+                    .like(DictTaskDO::getDescription, key).or().like(DictTaskDO::getConfig, key));
+        }
+        return dictTaskMapper.selectList(wrapper);
+    }
+
     @Override
     public Long addDictConf(DictConfDO dictConfDO) {
         dictConfMapper.insert(dictConfDO);

headless/server/src/main/java/com/tencent/supersonic/headless/server/rest/KnowledgeController.java

@@ -13,6 +13,7 @@ import com.tencent.supersonic.headless.api.pojo.request.DictItemFilter;
 import com.tencent.supersonic.headless.api.pojo.request.DictItemReq;
 import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
 import com.tencent.supersonic.headless.api.pojo.request.DictValueReq;
+import com.tencent.supersonic.headless.api.pojo.request.ValueTaskQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictItemResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictValueDimResp;
@@ -132,6 +133,18 @@ public class KnowledgeController {
         return taskService.queryLatestDictTask(taskReq, user);
     }
 
+    /**
+     * queryDictTask-分页返回维度的字典任务列表
+     *
+     * @param taskQueryReq
+     */
+    @PostMapping("/task/search/page")
+    public PageInfo<DictTaskResp> queryDictTask(@RequestBody ValueTaskQueryReq taskQueryReq,
+            HttpServletRequest request, HttpServletResponse response) {
+        User user = UserHolder.findUser(request, response);
+        return taskService.queryDictTask(taskQueryReq, user);
+    }
+
     @GetMapping("/embedding/reload")
     public Object reloadEmbedding() {
         metaEmbeddingTask.reloadMetaEmbedding();

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/DictTaskService.java

@@ -4,6 +4,7 @@ import com.github.pagehelper.PageInfo;
 import com.tencent.supersonic.common.pojo.User;
 import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
 import com.tencent.supersonic.headless.api.pojo.request.DictValueReq;
+import com.tencent.supersonic.headless.api.pojo.request.ValueTaskQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictValueDimResp;
 
@@ -17,6 +18,8 @@ public interface DictTaskService {
 
     DictTaskResp queryLatestDictTask(DictSingleTaskReq taskReq, User user);
 
+    PageInfo<DictTaskResp> queryDictTask(ValueTaskQueryReq taskQueryReq, User user);
+
     PageInfo<DictValueDimResp> queryDictValue(DictValueReq dictValueReq, User user);
 
     String queryDictFilePath(DictValueReq dictValueReq, User user);

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/SchemaService.java

@@ -9,15 +9,7 @@ import com.tencent.supersonic.headless.api.pojo.MetaFilter;
 import com.tencent.supersonic.headless.api.pojo.SemanticSchema;
 import com.tencent.supersonic.headless.api.pojo.request.ItemUseReq;
 import com.tencent.supersonic.headless.api.pojo.request.SchemaFilterReq;
-import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
-import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
-import com.tencent.supersonic.headless.api.pojo.response.DomainResp;
-import com.tencent.supersonic.headless.api.pojo.response.ItemResp;
-import com.tencent.supersonic.headless.api.pojo.response.ItemUseResp;
-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.ModelSchemaResp;
-import com.tencent.supersonic.headless.api.pojo.response.SemanticSchemaResp;
+import com.tencent.supersonic.headless.api.pojo.response.*;
 import com.tencent.supersonic.headless.server.pojo.yaml.DataModelYamlTpl;
 import com.tencent.supersonic.headless.server.pojo.yaml.DimensionYamlTpl;
 import com.tencent.supersonic.headless.server.pojo.yaml.MetricYamlTpl;
@@ -64,5 +56,4 @@ public interface SchemaService {
 
     ItemDateResp getItemDate(ItemDateFilter dimension, ItemDateFilter metric);
 
-    DatabaseResp getDatabase(Long id);
 }

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/DictTaskServiceImpl.java

@@ -1,15 +1,18 @@
 package com.tencent.supersonic.headless.server.service.impl;
 
+import com.github.pagehelper.PageHelper;
 import com.github.pagehelper.PageInfo;
 import com.tencent.supersonic.common.pojo.Constants;
 import com.tencent.supersonic.common.pojo.User;
 import com.tencent.supersonic.common.pojo.enums.StatusEnum;
 import com.tencent.supersonic.common.pojo.enums.TaskStatusEnum;
 import com.tencent.supersonic.common.util.BeanMapper;
+import com.tencent.supersonic.common.util.DateUtils;
 import com.tencent.supersonic.headless.api.pojo.DimValueMap;
 import com.tencent.supersonic.headless.api.pojo.request.DictItemFilter;
 import com.tencent.supersonic.headless.api.pojo.request.DictSingleTaskReq;
 import com.tencent.supersonic.headless.api.pojo.request.DictValueReq;
+import com.tencent.supersonic.headless.api.pojo.request.ValueTaskQueryReq;
 import com.tencent.supersonic.headless.api.pojo.response.DictItemResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictTaskResp;
 import com.tencent.supersonic.headless.api.pojo.response.DictValueDimResp;
@@ -116,14 +119,17 @@ public class DictTaskServiceImpl implements DictTaskService {
         fileHandler.writeFile(data, fileName, false);
 
         // 3.Change in-memory dictionary data in real time
+        String status = TaskStatusEnum.SUCCESS.getStatus();
         try {
             dictWordService.loadDictWord();
-
-            dictTaskDO.setStatus(TaskStatusEnum.SUCCESS.getStatus());
-            dictRepository.editDictTask(dictTaskDO);
         } catch (Exception e) {
             log.error("reloadCustomDictionary error", e);
+            status = TaskStatusEnum.ERROR.getStatus();
+            dictTaskDO.setDescription(e.toString());
         }
+        dictTaskDO.setStatus(status);
+        dictTaskDO.setElapsedMs(DateUtils.calculateDiffMs(dictTaskDO.getCreatedAt()));
+        dictRepository.editDictTask(dictTaskDO);
     }
 
     @Override
@@ -164,6 +170,17 @@ public class DictTaskServiceImpl implements DictTaskService {
         return dictRepository.queryLatestDictTask(taskReq);
     }
 
+    @Override
+    public PageInfo<DictTaskResp> queryDictTask(ValueTaskQueryReq taskQueryReq, User user) {
+        PageInfo<DictTaskDO> dictTaskDOPageInfo =
+                PageHelper.startPage(taskQueryReq.getCurrent(), taskQueryReq.getPageSize())
+                        .doSelectPageInfo(() -> dictRepository.queryAllDictTask(taskQueryReq));
+        PageInfo<DictTaskResp> dictTaskRespPageInfo = new PageInfo<>();
+        BeanMapper.mapper(dictTaskDOPageInfo, dictTaskRespPageInfo);
+        dictTaskRespPageInfo.setList(dictConverter.taskDO2Resp(dictTaskDOPageInfo.getList()));
+        return dictTaskRespPageInfo;
+    }
+
     @Override
     public PageInfo<DictValueDimResp> queryDictValue(DictValueReq dictValueReq, User user) {
         // todo 优化读取内存结构

headless/server/src/main/java/com/tencent/supersonic/headless/server/service/impl/SchemaServiceImpl.java

@@ -536,8 +536,4 @@ public class SchemaServiceImpl implements SchemaService {
         return modelService.getItemDate(dimension, metric);
     }
 
-    @Override
-    public DatabaseResp getDatabase(Long id) {
-        return databaseService.getDatabase(id);
-    }
 }

headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/DatabaseConverter.java

@@ -1,6 +1,7 @@
 package com.tencent.supersonic.headless.server.utils;
 
 import com.alibaba.fastjson.JSONObject;
+import com.tencent.supersonic.common.pojo.enums.EngineType;
 import com.tencent.supersonic.headless.api.pojo.request.DatabaseReq;
 import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
 import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
@@ -16,6 +17,7 @@ public class DatabaseConverter {
     public static Database convert(DatabaseResp databaseResp) {
         Database database = new Database();
         BeanUtils.copyProperties(databaseResp, database);
+        database.setType(EngineType.fromString(databaseResp.getType().toUpperCase()));
         return database;
     }
 

headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/DictUtils.java

@@ -34,6 +34,7 @@ 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.TagMetaService;
+import com.xkzhangsan.time.utils.CollectionUtil;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.beans.BeanUtils;
@@ -533,4 +534,12 @@ public class DictUtils {
         resp.setConfig(JsonUtil.toObject(dictTaskDO.getConfig(), ItemValueConfig.class));
         return resp;
     }
+
+    public List<DictTaskResp> taskDO2Resp(List<DictTaskDO> dictTaskDOList) {
+        List<DictTaskResp> dictTaskRespList = new ArrayList<>();
+        if (CollectionUtil.isNotEmpty(dictTaskDOList)) {
+            dictTaskDOList.stream().forEach(taskDO -> dictTaskRespList.add(taskDO2Resp(taskDO)));
+        }
+        return dictTaskRespList;
+    }
 }

headless/server/src/main/java/com/tencent/supersonic/headless/server/utils/MetricDrillDownChecker.java

@@ -67,7 +67,8 @@ public class MetricDrillDownChecker {
             List<MetricResp> metricResps = getMetrics(metricFields, semanticSchemaResp);
             if (!checkDrillDownDimension(dimensionBizName, metricResps, semanticSchemaResp)) {
                 DimSchemaResp dimSchemaResp = semanticSchemaResp.getDimension(dimensionBizName);
-                if (Objects.nonNull(dimSchemaResp) && dimSchemaResp.isPartitionTime()) {
+                if (Objects.isNull(dimSchemaResp)
+                        || (Objects.nonNull(dimSchemaResp) && dimSchemaResp.isPartitionTime())) {
                     continue;
                 }
                 String errMsg =