Merge pull request #759 from lexluo09/master

(improvement)(project) merge master to dev-0.9
This commit is contained in:
lexluo09
2024-02-26 14:41:23 +08:00
committed by GitHub
142 changed files with 2041 additions and 664 deletions

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@@ -4,6 +4,14 @@
- "Breaking Changes" describes any changes that may break existing functionality or cause
compatibility issues with previous versions.
## SuperSonic [0.8.6] - 2024-02-23
### Added
- support view abstraction to Headless.
- add the Metric API to Headless and optimizing the Headless API.
- add integration tests to Headless.
- add TimeCorrector to Chat.
## SuperSonic [0.8.4] - 2024-01-19
### Added

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@@ -2,16 +2,14 @@ package com.tencent.supersonic.chat.api.pojo;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
import org.springframework.util.CollectionUtils;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Optional;
import java.util.stream.Collectors;
import org.springframework.util.CollectionUtils;
public class SemanticSchema implements Serializable {
@@ -54,35 +52,6 @@ public class SemanticSchema implements Serializable {
}
}
public SchemaElement getElementByName(SchemaElementType elementType, String name) {
Optional<SchemaElement> element = Optional.empty();
switch (elementType) {
case ENTITY:
element = getElementsByNameOrAlias(name, getEntities());
break;
case VIEW:
element = getElementsByNameOrAlias(name, getViews());
break;
case METRIC:
element = getElementsByNameOrAlias(name, getMetrics());
break;
case DIMENSION:
element = getElementsByNameOrAlias(name, getDimensions());
break;
case VALUE:
element = getElementsByNameOrAlias(name, getDimensionValues());
break;
default:
}
if (element.isPresent()) {
return element.get();
} else {
return null;
}
}
public Map<Long, String> getViewIdToName() {
return viewSchemaList.stream()
.collect(Collectors.toMap(a -> a.getView().getId(), a -> a.getView().getName(), (k1, k2) -> k1));
@@ -159,14 +128,6 @@ public class SemanticSchema implements Serializable {
.findFirst();
}
private Optional<SchemaElement> getElementsByNameOrAlias(String name, List<SchemaElement> elements) {
return elements.stream()
.filter(schemaElement ->
name.equals(schemaElement.getName()) || (Objects.nonNull(schemaElement.getAlias())
&& schemaElement.getAlias().contains(name))
).findFirst();
}
public SchemaElement getView(Long viewId) {
List<SchemaElement> views = getViews();
return getElementsById(viewId, views).orElse(null);

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@@ -73,9 +73,6 @@ public class OptimizationConfig {
@Value("${text2sql.self.consistency.num:5}")
private int text2sqlSelfConsistencyNum;
@Value("${text2sql.collection.name:text2dsl_agent_collection}")
private String text2sqlCollectionName;
@Value("${parse.show.count:3}")
private Integer parseShowCount;

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@@ -1,5 +1,6 @@
package com.tencent.supersonic.chat.core.corrector;
import com.tencent.supersonic.common.util.ContextUtils;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
@@ -12,6 +13,7 @@ import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.tuple.Pair;
import org.springframework.core.env.Environment;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
@@ -77,7 +79,13 @@ public abstract class BaseSemanticCorrector implements SemanticCorrector {
protected void addFieldsToSelect(SemanticParseInfo semanticParseInfo, String correctS2SQL) {
Set<String> selectFields = new HashSet<>(SqlSelectHelper.getSelectFields(correctS2SQL));
Set<String> needAddFields = new HashSet<>(SqlSelectHelper.getGroupByFields(correctS2SQL));
//needAddFields.addAll(SqlSelectHelper.getOrderByFields(correctS2SQL));
//decide whether add order by expression field to select
Environment environment = ContextUtils.getBean(Environment.class);
String correctorAdditionalInfo = environment.getProperty("corrector.additional.information");
if (StringUtils.isNotBlank(correctorAdditionalInfo) && Boolean.parseBoolean(correctorAdditionalInfo)) {
needAddFields.addAll(SqlSelectHelper.getOrderByFields(correctS2SQL));
}
// If there is no aggregate function in the S2SQL statement and
// there is a data field in 'WHERE' statement, add the field to the 'SELECT' statement.

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@@ -45,7 +45,8 @@ public class GroupByCorrector extends BaseSemanticCorrector {
ViewResp viewResp = viewService.getView(viewId);
List<Long> modelIds = viewResp.getViewDetail().getViewModelConfigs().stream().map(config -> config.getId())
.collect(Collectors.toList());
MetaFilter metaFilter = new MetaFilter(modelIds);
MetaFilter metaFilter = new MetaFilter();
metaFilter.setIds(modelIds);
List<ModelResp> modelRespList = modelService.getModelList(metaFilter);
for (ModelResp modelResp : modelRespList) {
List<Dim> dimList = modelResp.getModelDetail().getDimensions();

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@@ -3,11 +3,14 @@ package com.tencent.supersonic.chat.core.corrector;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
import com.tencent.supersonic.chat.core.pojo.QueryContext;
import com.tencent.supersonic.common.util.ContextUtils;
import com.tencent.supersonic.common.util.jsqlparser.SqlAddHelper;
import com.tencent.supersonic.common.util.jsqlparser.SqlSelectFunctionHelper;
import com.tencent.supersonic.common.util.jsqlparser.SqlSelectHelper;
import lombok.extern.slf4j.Slf4j;
import net.sf.jsqlparser.expression.Expression;
import org.apache.commons.lang3.StringUtils;
import org.springframework.core.env.Environment;
import org.springframework.util.CollectionUtils;
import java.util.List;
@@ -26,8 +29,12 @@ public class HavingCorrector extends BaseSemanticCorrector {
//add aggregate to all metric
addHaving(queryContext, semanticParseInfo);
//add having expression filed to select
//addHavingToSelect(semanticParseInfo);
//decide whether add having expression field to select
Environment environment = ContextUtils.getBean(Environment.class);
String correctorAdditionalInfo = environment.getProperty("corrector.additional.information");
if (StringUtils.isNotBlank(correctorAdditionalInfo) && Boolean.parseBoolean(correctorAdditionalInfo)) {
addHavingToSelect(semanticParseInfo);
}
}

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@@ -5,7 +5,7 @@ import com.tencent.supersonic.headless.api.pojo.SchemaValueMap;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
import com.tencent.supersonic.chat.core.parser.sql.llm.S2SqlDateHelper;
import com.tencent.supersonic.chat.core.utils.S2SqlDateHelper;
import com.tencent.supersonic.chat.core.pojo.QueryContext;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
@@ -18,6 +18,7 @@ import net.sf.jsqlparser.JSQLParserException;
import net.sf.jsqlparser.expression.Expression;
import net.sf.jsqlparser.parser.CCJSqlParserUtil;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.tuple.Pair;
import org.apache.logging.log4j.util.Strings;
import org.springframework.util.CollectionUtils;
@@ -65,11 +66,20 @@ public class WhereCorrector extends BaseSemanticCorrector {
String correctS2SQL = semanticParseInfo.getSqlInfo().getCorrectS2SQL();
List<String> whereFields = SqlSelectHelper.getWhereFields(correctS2SQL);
if (CollectionUtils.isEmpty(whereFields) || !TimeDimensionEnum.containsZhTimeDimension(whereFields)) {
String currentDate = S2SqlDateHelper.getReferenceDate(queryContext, semanticParseInfo.getViewId());
if (StringUtils.isNotBlank(currentDate)) {
Pair<String, String> startEndDate = S2SqlDateHelper.getStartEndDate(queryContext,
semanticParseInfo.getViewId(), semanticParseInfo.getQueryType());
if (StringUtils.isNotBlank(startEndDate.getLeft())
&& StringUtils.isNotBlank(startEndDate.getRight())) {
correctS2SQL = SqlAddHelper.addParenthesisToWhere(correctS2SQL);
correctS2SQL = SqlAddHelper.addWhere(
correctS2SQL, TimeDimensionEnum.DAY.getChName(), currentDate);
String dateChName = TimeDimensionEnum.DAY.getChName();
String condExpr = String.format(" ( %s >= '%s' and %s <= '%s' )", dateChName,
startEndDate.getLeft(), dateChName, startEndDate.getRight());
try {
Expression expression = CCJSqlParserUtil.parseCondExpression(condExpr);
correctS2SQL = SqlAddHelper.addWhere(correctS2SQL, expression);
} catch (JSQLParserException e) {
log.error("parseCondExpression:{}", e);
}
}
}
semanticParseInfo.getSqlInfo().setCorrectS2SQL(correctS2SQL);

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@@ -10,9 +10,10 @@ import com.tencent.supersonic.headless.api.pojo.response.S2Term;
import com.tencent.supersonic.headless.core.knowledge.EmbeddingResult;
import com.tencent.supersonic.headless.core.knowledge.builder.BaseWordBuilder;
import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
import com.tencent.supersonic.headless.server.service.KnowledgeService;
import lombok.extern.slf4j.Slf4j;
import java.util.List;
import java.util.Objects;
import lombok.extern.slf4j.Slf4j;
/***
* A mapper that recognizes schema elements with vector embedding.
@@ -24,7 +25,8 @@ public class EmbeddingMapper extends BaseMapper {
public void doMap(QueryContext queryContext) {
//1. query from embedding by queryText
String queryText = queryContext.getQueryText();
List<S2Term> terms = HanlpHelper.getTerms(queryText);
KnowledgeService knowledgeService = ContextUtils.getBean(KnowledgeService.class);
List<S2Term> terms = knowledgeService.getTerms(queryText);
EmbeddingMatchStrategy matchStrategy = ContextUtils.getBean(EmbeddingMatchStrategy.class);
List<EmbeddingResult> matchResults = matchStrategy.getMatches(queryContext, terms);

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@@ -1,6 +1,7 @@
package com.tencent.supersonic.chat.core.parser.sql.llm;
import com.google.common.collect.Lists;
import com.tencent.supersonic.chat.core.utils.S2SqlDateHelper;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.chat.api.pojo.SchemaElementMatch;
import com.tencent.supersonic.headless.api.pojo.SchemaElementType;

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@@ -48,7 +48,7 @@ public class OnePassSCSqlGeneration implements SqlGeneration, InitializingBean {
keyPipelineLog.info("viewId:{},llmReq:{}", viewId, llmReq);
List<Map<String, String>> sqlExamples = sqlExamplarLoader.retrieverSqlExamples(llmReq.getQueryText(),
optimizationConfig.getText2sqlCollectionName(), optimizationConfig.getText2sqlExampleNum());
optimizationConfig.getText2sqlExampleNum());
List<List<Map<String, String>>> exampleListPool = sqlPromptGenerator.getExampleCombos(sqlExamples,
optimizationConfig.getText2sqlFewShotsNum(), optimizationConfig.getText2sqlSelfConsistencyNum());

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@@ -45,7 +45,7 @@ public class OnePassSqlGeneration implements SqlGeneration, InitializingBean {
//1.retriever sqlExamples
keyPipelineLog.info("viewId:{},llmReq:{}", viewId, llmReq);
List<Map<String, String>> sqlExamples = sqlExampleLoader.retrieverSqlExamples(llmReq.getQueryText(),
optimizationConfig.getText2sqlCollectionName(), optimizationConfig.getText2sqlExampleNum());
optimizationConfig.getText2sqlExampleNum());
//2.generator linking and sql prompt by sqlExamples,and generate response.
String promptStr = sqlPromptGenerator.generatorLinkingAndSqlPrompt(llmReq, sqlExamples);

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@@ -1,49 +0,0 @@
package com.tencent.supersonic.chat.core.parser.sql.llm;
import com.tencent.supersonic.chat.api.pojo.request.ChatConfigFilter;
import com.tencent.supersonic.chat.api.pojo.response.ChatConfigRichResp;
import com.tencent.supersonic.chat.api.pojo.response.ChatDefaultRichConfigResp;
import com.tencent.supersonic.chat.core.pojo.QueryContext;
import com.tencent.supersonic.common.util.DatePeriodEnum;
import com.tencent.supersonic.common.util.DateUtils;
import java.util.Objects;
public class S2SqlDateHelper {
public static String getReferenceDate(QueryContext queryContext, Long modelId) {
String defaultDate = DateUtils.getBeforeDate(0);
if (Objects.isNull(modelId)) {
return defaultDate;
}
ChatConfigFilter filter = new ChatConfigFilter();
filter.setModelId(modelId);
ChatConfigRichResp chatConfigRichResp = queryContext.getModelIdToChatRichConfig().get(modelId);
if (Objects.isNull(chatConfigRichResp)) {
return defaultDate;
}
if (Objects.isNull(chatConfigRichResp.getChatDetailRichConfig()) || Objects.isNull(
chatConfigRichResp.getChatDetailRichConfig().getChatDefaultConfig())) {
return defaultDate;
}
ChatDefaultRichConfigResp chatDefaultConfig = chatConfigRichResp.getChatDetailRichConfig()
.getChatDefaultConfig();
Integer unit = chatDefaultConfig.getUnit();
String period = chatDefaultConfig.getPeriod();
if (Objects.nonNull(unit)) {
// If the unit is set to less than 0, then do not add relative date.
if (unit < 0) {
return null;
}
DatePeriodEnum datePeriodEnum = DatePeriodEnum.get(period);
if (Objects.isNull(datePeriodEnum)) {
return DateUtils.getBeforeDate(unit);
} else {
return DateUtils.getBeforeDate(unit, datePeriodEnum);
}
}
return defaultDate;
}
}

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@@ -2,6 +2,7 @@ package com.tencent.supersonic.chat.core.parser.sql.llm;
import com.fasterxml.jackson.core.type.TypeReference;
import com.tencent.supersonic.common.config.EmbeddingConfig;
import com.tencent.supersonic.common.util.ComponentFactory;
import com.tencent.supersonic.common.util.JsonUtil;
import com.tencent.supersonic.common.util.embedding.EmbeddingQuery;
@@ -19,6 +20,7 @@ import java.util.Objects;
import java.util.stream.Collectors;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.collections4.CollectionUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.core.io.ClassPathResource;
import org.springframework.stereotype.Component;
@@ -32,6 +34,9 @@ public class SqlExamplarLoader {
private TypeReference<List<SqlExample>> valueTypeRef = new TypeReference<List<SqlExample>>() {
};
@Autowired
private EmbeddingConfig embeddingConfig;
public List<SqlExample> getSqlExamples() throws IOException {
ClassPathResource resource = new ClassPathResource(EXAMPLE_JSON_FILE);
InputStream inputStream = resource.getInputStream();
@@ -53,8 +58,8 @@ public class SqlExamplarLoader {
s2EmbeddingStore.addQuery(collectionName, queries);
}
public List<Map<String, String>> retrieverSqlExamples(String queryText, String collectionName, int maxResults) {
public List<Map<String, String>> retrieverSqlExamples(String queryText, int maxResults) {
String collectionName = embeddingConfig.getText2sqlCollectionName();
RetrieveQuery retrieveQuery = RetrieveQuery.builder().queryTextsList(Collections.singletonList(queryText))
.queryEmbeddings(null).build();

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@@ -44,7 +44,7 @@ public class TwoPassSCSqlGeneration implements SqlGeneration, InitializingBean {
//1.retriever sqlExamples and generate exampleListPool
keyPipelineLog.info("viewId:{},llmReq:{}", viewId, llmReq);
List<Map<String, String>> sqlExamples = sqlExamplarLoader.retrieverSqlExamples(llmReq.getQueryText(),
optimizationConfig.getText2sqlCollectionName(), optimizationConfig.getText2sqlExampleNum());
optimizationConfig.getText2sqlExampleNum());
List<List<Map<String, String>>> exampleListPool = sqlPromptGenerator.getExampleCombos(sqlExamples,
optimizationConfig.getText2sqlFewShotsNum(), optimizationConfig.getText2sqlSelfConsistencyNum());

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@@ -43,7 +43,7 @@ public class TwoPassSqlGeneration implements SqlGeneration, InitializingBean {
public LLMResp generation(LLMReq llmReq, Long viewId) {
keyPipelineLog.info("viewId:{},llmReq:{}", viewId, llmReq);
List<Map<String, String>> sqlExamples = sqlExamplarLoader.retrieverSqlExamples(llmReq.getQueryText(),
optimizationConfig.getText2sqlCollectionName(), optimizationConfig.getText2sqlExampleNum());
optimizationConfig.getText2sqlExampleNum());
String linkingPromptStr = sqlPromptGenerator.generateLinkingPrompt(llmReq, sqlExamples);

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@@ -121,7 +121,7 @@ public abstract class BaseSemanticQuery implements SemanticQuery, Serializable {
}
QueryStructReq queryStructReq = convertQueryStruct();
convertBizNameToName(semanticSchema, queryStructReq);
QuerySqlReq querySQLReq = queryStructReq.convert(queryStructReq);
QuerySqlReq querySQLReq = queryStructReq.convert();
parseInfo.getSqlInfo().setS2SQL(querySQLReq.getSql());
parseInfo.getSqlInfo().setCorrectS2SQL(querySQLReq.getSql());
}

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@@ -44,6 +44,7 @@ public class ViewSchemaBuilder {
SchemaElement metricToAdd = SchemaElement.builder()
.view(resp.getId())
.model(metric.getModelId())
.id(metric.getId())
.name(metric.getName())
.bizName(metric.getBizName())
@@ -84,6 +85,7 @@ public class ViewSchemaBuilder {
}
SchemaElement dimToAdd = SchemaElement.builder()
.view(resp.getId())
.model(dim.getModelId())
.id(dim.getId())
.name(dim.getName())
.bizName(dim.getBizName())
@@ -96,6 +98,7 @@ public class ViewSchemaBuilder {
SchemaElement dimValueToAdd = SchemaElement.builder()
.view(resp.getId())
.model(dim.getModelId())
.id(dim.getId())
.name(dim.getName())
.bizName(dim.getBizName())
@@ -107,6 +110,7 @@ public class ViewSchemaBuilder {
if (dim.getIsTag() == 1) {
SchemaElement tagToAdd = SchemaElement.builder()
.view(resp.getId())
.model(dim.getModelId())
.id(dim.getId())
.name(dim.getName())
.bizName(dim.getBizName())
@@ -126,6 +130,7 @@ public class ViewSchemaBuilder {
if (dim != null) {
SchemaElement entity = SchemaElement.builder()
.view(resp.getId())
.model(dim.getModelId())
.id(dim.getId())
.name(dim.getName())
.bizName(dim.getBizName())

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@@ -0,0 +1,68 @@
package com.tencent.supersonic.chat.core.utils;
import com.tencent.supersonic.chat.api.pojo.ViewSchema;
import com.tencent.supersonic.chat.core.pojo.QueryContext;
import com.tencent.supersonic.common.pojo.enums.QueryType;
import com.tencent.supersonic.common.pojo.enums.TimeMode;
import com.tencent.supersonic.common.util.DatePeriodEnum;
import com.tencent.supersonic.common.util.DateUtils;
import com.tencent.supersonic.headless.api.pojo.TimeDefaultConfig;
import java.util.Objects;
import org.apache.commons.lang3.tuple.Pair;
public class S2SqlDateHelper {
public static String getReferenceDate(QueryContext queryContext, Long viewId) {
String defaultDate = DateUtils.getBeforeDate(0);
if (Objects.isNull(viewId)) {
return defaultDate;
}
ViewSchema viewSchema = queryContext.getSemanticSchema().getViewSchemaMap().get(viewId);
if (viewSchema == null || viewSchema.getTagTypeTimeDefaultConfig() == null) {
return defaultDate;
}
TimeDefaultConfig tagTypeTimeDefaultConfig = viewSchema.getTagTypeTimeDefaultConfig();
return getDefaultDate(defaultDate, tagTypeTimeDefaultConfig).getLeft();
}
public static Pair<String, String> getStartEndDate(QueryContext queryContext,
Long viewId, QueryType queryType) {
String defaultDate = DateUtils.getBeforeDate(0);
if (Objects.isNull(viewId)) {
return Pair.of(defaultDate, defaultDate);
}
ViewSchema viewSchema = queryContext.getSemanticSchema().getViewSchemaMap().get(viewId);
if (viewSchema == null) {
return Pair.of(defaultDate, defaultDate);
}
TimeDefaultConfig defaultConfig = viewSchema.getMetricTypeTimeDefaultConfig();
if (QueryType.TAG.equals(queryType)) {
defaultConfig = viewSchema.getTagTypeTimeDefaultConfig();
}
return getDefaultDate(defaultDate, defaultConfig);
}
private static Pair<String, String> getDefaultDate(String defaultDate, TimeDefaultConfig defaultConfig) {
if (Objects.isNull(defaultConfig)) {
return Pair.of(null, null);
}
Integer unit = defaultConfig.getUnit();
String period = defaultConfig.getPeriod();
TimeMode timeMode = defaultConfig.getTimeMode();
if (Objects.nonNull(unit)) {
// If the unit is set to less than 0, then do not add relative date.
if (unit < 0) {
return Pair.of(null, null);
}
DatePeriodEnum datePeriodEnum = DatePeriodEnum.get(period);
String startDate = DateUtils.getBeforeDate(unit, datePeriodEnum);
String endDate = DateUtils.getBeforeDate(1, datePeriodEnum);
if (TimeMode.LAST.equals(timeMode)) {
endDate = startDate;
}
return Pair.of(startDate, endDate);
}
return Pair.of(defaultDate, defaultDate);
}
}

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@@ -0,0 +1,121 @@
package com.tencent.supersonic.chat.core.utils;
import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
import com.tencent.supersonic.chat.api.pojo.ViewSchema;
import com.tencent.supersonic.chat.core.pojo.QueryContext;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.enums.QueryType;
import com.tencent.supersonic.common.pojo.enums.TimeMode;
import com.tencent.supersonic.common.util.DateUtils;
import com.tencent.supersonic.headless.api.pojo.QueryConfig;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.headless.api.pojo.TimeDefaultConfig;
import java.util.ArrayList;
import java.util.List;
import org.apache.commons.lang3.tuple.Pair;
import org.junit.Assert;
import org.junit.jupiter.api.Test;
class S2SqlDateHelperTest {
@Test
void getReferenceDate() {
Long viewId = 1L;
QueryContext queryContext = buildQueryContext(viewId);
String referenceDate = S2SqlDateHelper.getReferenceDate(queryContext, null);
Assert.assertEquals(referenceDate, DateUtils.getBeforeDate(0));
referenceDate = S2SqlDateHelper.getReferenceDate(queryContext, viewId);
Assert.assertEquals(referenceDate, DateUtils.getBeforeDate(0));
ViewSchema viewSchema = queryContext.getSemanticSchema().getViewSchemaMap().get(viewId);
QueryConfig queryConfig = viewSchema.getQueryConfig();
TimeDefaultConfig timeDefaultConfig = new TimeDefaultConfig();
timeDefaultConfig.setTimeMode(TimeMode.LAST);
timeDefaultConfig.setPeriod(Constants.DAY);
timeDefaultConfig.setUnit(20);
queryConfig.getTagTypeDefaultConfig().setTimeDefaultConfig(timeDefaultConfig);
referenceDate = S2SqlDateHelper.getReferenceDate(queryContext, viewId);
Assert.assertEquals(referenceDate, DateUtils.getBeforeDate(20));
timeDefaultConfig.setUnit(1);
referenceDate = S2SqlDateHelper.getReferenceDate(queryContext, viewId);
Assert.assertEquals(referenceDate, DateUtils.getBeforeDate(1));
timeDefaultConfig.setUnit(-1);
referenceDate = S2SqlDateHelper.getReferenceDate(queryContext, viewId);
Assert.assertNull(referenceDate);
}
@Test
void getStartEndDate() {
Long viewId = 1L;
QueryContext queryContext = buildQueryContext(viewId);
Pair<String, String> startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, null, QueryType.TAG);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(0));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(0));
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.TAG);
Assert.assertNull(startEndDate.getLeft());
Assert.assertNull(startEndDate.getRight());
ViewSchema viewSchema = queryContext.getSemanticSchema().getViewSchemaMap().get(viewId);
QueryConfig queryConfig = viewSchema.getQueryConfig();
TimeDefaultConfig timeDefaultConfig = new TimeDefaultConfig();
timeDefaultConfig.setTimeMode(TimeMode.LAST);
timeDefaultConfig.setPeriod(Constants.DAY);
timeDefaultConfig.setUnit(20);
queryConfig.getTagTypeDefaultConfig().setTimeDefaultConfig(timeDefaultConfig);
queryConfig.getMetricTypeDefaultConfig().setTimeDefaultConfig(timeDefaultConfig);
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.TAG);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(20));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(20));
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.METRIC);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(20));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(20));
timeDefaultConfig.setUnit(2);
timeDefaultConfig.setTimeMode(TimeMode.RECENT);
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.METRIC);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(2));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(1));
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.TAG);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(2));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(1));
timeDefaultConfig.setUnit(-1);
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.METRIC);
Assert.assertNull(startEndDate.getLeft());
Assert.assertNull(startEndDate.getRight());
timeDefaultConfig.setTimeMode(TimeMode.LAST);
timeDefaultConfig.setPeriod(Constants.DAY);
timeDefaultConfig.setUnit(5);
startEndDate = S2SqlDateHelper.getStartEndDate(queryContext, viewId, QueryType.METRIC);
Assert.assertEquals(startEndDate.getLeft(), DateUtils.getBeforeDate(5));
Assert.assertEquals(startEndDate.getRight(), DateUtils.getBeforeDate(5));
}
private QueryContext buildQueryContext(Long viewId) {
QueryContext queryContext = new QueryContext();
List<ViewSchema> viewSchemaList = new ArrayList<>();
ViewSchema viewSchema = new ViewSchema();
QueryConfig queryConfig = new QueryConfig();
viewSchema.setQueryConfig(queryConfig);
SchemaElement schemaElement = new SchemaElement();
schemaElement.setView(viewId);
viewSchema.setView(schemaElement);
viewSchemaList.add(viewSchema);
SemanticSchema semanticSchema = new SemanticSchema(viewSchemaList);
queryContext.setSemanticSchema(semanticSchema);
return queryContext;
}
}

View File

@@ -38,11 +38,11 @@ public class DimensionRecommendProcessor implements ExecuteResultProcessor {
queryResult.setRecommendedDimensions(dimensionRecommended);
}
private List<SchemaElement> getDimensions(Long metricId, Long modelId) {
private List<SchemaElement> getDimensions(Long metricId, Long viewId) {
SemanticService semanticService = ContextUtils.getBean(SemanticService.class);
ViewSchema modelSchema = semanticService.getModelSchema(modelId);
ViewSchema viewSchema = semanticService.getViewSchema(viewId);
List<Long> drillDownDimensions = Lists.newArrayList();
Set<SchemaElement> metricElements = modelSchema.getMetrics();
Set<SchemaElement> metricElements = viewSchema.getMetrics();
if (!CollectionUtils.isEmpty(metricElements)) {
Optional<SchemaElement> metric = metricElements.stream().filter(schemaElement ->
metricId.equals(schemaElement.getId())
@@ -54,7 +54,7 @@ public class DimensionRecommendProcessor implements ExecuteResultProcessor {
}
}
final List<Long> drillDownDimensionsFinal = drillDownDimensions;
return modelSchema.getDimensions().stream()
return viewSchema.getDimensions().stream()
.filter(dim -> filterDimension(drillDownDimensionsFinal, dim))
.sorted(Comparator.comparing(SchemaElement::getUseCnt).reversed())
.limit(recommend_dimension_size)

View File

@@ -50,7 +50,7 @@ public class SemanticService {
return schemaService.getSemanticSchema();
}
public ViewSchema getModelSchema(Long id) {
public ViewSchema getViewSchema(Long id) {
return schemaService.getViewSchema(id);
}

View File

@@ -219,7 +219,7 @@ public class ConfigServiceImpl implements ConfigService {
}
BeanUtils.copyProperties(chatConfigResp, chatConfigRich);
ViewSchema viewSchema = semanticService.getModelSchema(modelId);
ViewSchema viewSchema = semanticService.getViewSchema(modelId);
if (viewSchema == null) {
return chatConfigRich;
}

View File

@@ -48,7 +48,7 @@ public class RecommendServiceImpl implements RecommendService {
if (Objects.isNull(modelId)) {
return new RecommendResp();
}
ViewSchema modelSchema = semanticService.getModelSchema(modelId);
ViewSchema modelSchema = semanticService.getViewSchema(modelId);
if (Objects.isNull(modelSchema)) {
return new RecommendResp();
}

View File

@@ -1,17 +1,19 @@
package com.tencent.supersonic.chat.server.service.impl;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.chat.api.pojo.SemanticSchema;
import com.tencent.supersonic.headless.core.knowledge.DictWord;
import com.tencent.supersonic.headless.core.knowledge.builder.WordBuilderFactory;
import com.tencent.supersonic.chat.core.query.semantic.SemanticInterpreter;
import com.tencent.supersonic.chat.core.utils.ComponentFactory;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.headless.core.knowledge.DictWord;
import com.tencent.supersonic.headless.core.knowledge.builder.WordBuilderFactory;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import java.util.ArrayList;
import java.util.List;
import java.util.function.Function;
import java.util.stream.Collectors;
@Service
@@ -28,7 +30,6 @@ public class WordService {
addWordsByType(DictWordType.DIMENSION, semanticSchema.getDimensions(), words);
addWordsByType(DictWordType.METRIC, semanticSchema.getMetrics(), words);
addWordsByType(DictWordType.VIEW, semanticSchema.getViews(), words);
addWordsByType(DictWordType.ENTITY, semanticSchema.getEntities(), words);
addWordsByType(DictWordType.VALUE, semanticSchema.getDimensionValues(), words);
@@ -36,6 +37,7 @@ public class WordService {
}
private void addWordsByType(DictWordType value, List<SchemaElement> metas, List<DictWord> natures) {
metas = distinct(metas);
List<DictWord> natureList = WordBuilderFactory.get(value).getDictWords(metas);
log.debug("nature type:{} , nature size:{}", value.name(), natureList.size());
natures.addAll(natureList);
@@ -48,4 +50,13 @@ public class WordService {
public void setPreDictWords(List<DictWord> preDictWords) {
this.preDictWords = preDictWords;
}
private List<SchemaElement> distinct(List<SchemaElement> metas) {
return metas.stream()
.collect(Collectors.toMap(SchemaElement::getId, Function.identity(), (e1, e2) -> e1))
.values()
.stream()
.collect(Collectors.toList());
}
}

View File

@@ -52,14 +52,14 @@ class QueryReqBuilderTest {
orders.add(order);
queryStructReq.setOrders(orders);
QuerySqlReq querySQLReq = queryStructReq.convert(queryStructReq);
QuerySqlReq querySQLReq = queryStructReq.convert();
Assert.assertEquals(
"SELECT department, SUM(pv) AS pv FROM 内容库 "
+ "WHERE (sys_imp_date IN ('2023-08-01')) GROUP "
+ "BY department ORDER BY uv LIMIT 2000", querySQLReq.getSql());
queryStructReq.setQueryType(QueryType.TAG);
querySQLReq = queryStructReq.convert(queryStructReq);
querySQLReq = queryStructReq.convert();
Assert.assertEquals(
"SELECT department, pv FROM 内容库 WHERE (sys_imp_date IN ('2023-08-01')) "
+ "ORDER BY uv LIMIT 2000",

View File

@@ -32,6 +32,9 @@ public class EmbeddingConfig {
@Value("${embedding.metric.analyzeQuery.collection:solved_query_collection}")
private String metricAnalyzeQueryCollection;
@Value("${text2sql.collection.name:text2dsl_agent_collection}")
private String text2sqlCollectionName;
@Value("${embedding.metric.analyzeQuery.nResult:5}")
private int metricAnalyzeQueryResultNum;

View File

@@ -68,6 +68,9 @@ public class DateUtils {
}
public static String getBeforeDate(int intervalDay, DatePeriodEnum datePeriodEnum) {
if (Objects.isNull(datePeriodEnum)) {
return getBeforeDate(intervalDay);
}
SimpleDateFormat dateFormat = new SimpleDateFormat(DATE_FORMAT);
String currentDate = dateFormat.format(new Date());
return getBeforeDate(currentDate, intervalDay, datePeriodEnum);
@@ -101,7 +104,7 @@ public class DateUtils {
int month = tempDate.get(ChronoField.MONTH_OF_YEAR);
int firstMonthOfQuarter = ((month - 1) / 3) * 3 + 1;
return tempDate.with(ChronoField.MONTH_OF_YEAR, firstMonthOfQuarter)
.with(TemporalAdjusters.firstDayOfMonth());
.with(TemporalAdjusters.firstDayOfMonth());
};
result = result.with(firstDayOfQuarter);
}

View File

@@ -48,7 +48,9 @@ public class InMemoryS2EmbeddingStore implements S2EmbeddingStore {
InMemoryEmbeddingStore<EmbeddingQuery> embeddingStore = null;
Path filePath = getPersistentPath(collectionName);
try {
if (Files.exists(filePath)) {
EmbeddingConfig embeddingConfig = ContextUtils.getBean(EmbeddingConfig.class);
if (Files.exists(filePath) && !collectionName.equals(embeddingConfig.getMetaCollectionName())
&& !collectionName.equals(embeddingConfig.getText2sqlCollectionName())) {
embeddingStore = InMemoryEmbeddingStore.fromFile(filePath);
embeddingStore.entries = new CopyOnWriteArraySet<>(embeddingStore.entries);
log.info("embeddingStore reload from file:{}", filePath);

View File

@@ -1,5 +1,11 @@
package com.tencent.supersonic.common.util.jsqlparser;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Objects;
import java.util.Set;
import java.util.stream.Collectors;
import lombok.extern.slf4j.Slf4j;
import net.sf.jsqlparser.JSQLParserException;
import net.sf.jsqlparser.expression.Alias;
@@ -9,6 +15,7 @@ import net.sf.jsqlparser.expression.Expression;
import net.sf.jsqlparser.expression.ExpressionVisitorAdapter;
import net.sf.jsqlparser.expression.Function;
import net.sf.jsqlparser.expression.LongValue;
import net.sf.jsqlparser.expression.Parenthesis;
import net.sf.jsqlparser.expression.StringValue;
import net.sf.jsqlparser.expression.WhenClause;
import net.sf.jsqlparser.expression.operators.conditional.AndExpression;
@@ -33,13 +40,6 @@ import net.sf.jsqlparser.statement.select.SubSelect;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Objects;
import java.util.Set;
import java.util.stream.Collectors;
/**
* Sql Parser Select Helper
*/
@@ -543,6 +543,10 @@ public class SqlSelectHelper {
getColumnFromExpr(expr.getLeftExpression(), columns);
getColumnFromExpr(expr.getRightExpression(), columns);
}
if (expression instanceof Parenthesis) {
Parenthesis expr = (Parenthesis) expression;
getColumnFromExpr(expr.getExpression(), columns);
}
}
}

View File

@@ -65,12 +65,19 @@ def get_pred_result():
questions=read_query(input_path)
pred_sql_list=[]
default_sql="select * from tablea "
time_cost=[]
for i in range(0,len(questions)):
start_time = time.time()
pred_sql=get_pred_sql(questions[i],url,agent_id,chat_id,authorization,default_sql)
end_time = time.time()
cost='%.3f'%(end_time-start_time)
time_cost.append(cost)
pred_sql_list.append(pred_sql)
time.sleep(60)
write_sql(pred_sql_path, pred_sql_list)
return [float(cost) for cost in time_cost]
if __name__ == "__main__":
print("pred")

View File

@@ -482,7 +482,7 @@ def print_scores(scores, etype):
print("{:20} {:<20.3f} {:<20.3f} {:<20.3f} {:<20.3f} {:<20.3f}".format(type_, *this_scores))
def evaluate(gold, predict, db_dir, etype, kmaps,query_path):
def evaluate(gold, predict, db_dir, etype, kmaps,query_path,time_cost):
with open(gold) as f:
glist = [l.strip().split('\t') for l in f.readlines() if len(l.strip()) > 0]
@@ -597,7 +597,11 @@ def evaluate(gold, predict, db_dir, etype, kmaps,query_path):
scores[level]['partial'][type_]['f1'] = \
2.0 * scores[level]['partial'][type_]['acc'] * scores[level]['partial'][type_]['rec'] / (
scores[level]['partial'][type_]['rec'] + scores[level]['partial'][type_]['acc'])
cost_dic = {}
cost_dic["max_time"] = max(time_cost)
cost_dic["min_time"] = min(time_cost)
cost_dic["avg_time"] = sum(time_cost)/len(time_cost)
log_list.append(cost_dic)
print_scores(scores, etype)
print(scores['all']['exec'])
current_directory = os.path.dirname(os.path.abspath(__file__))
@@ -608,7 +612,6 @@ def evaluate(gold, predict, db_dir, etype, kmaps,query_path):
with open(file_name, 'w') as json_file:
json.dump(log_list, json_file, indent=4, ensure_ascii=False)
def eval_exec_match(db, p_str, g_str, pred, gold):
"""
return 1 if the values between prediction and gold are matching
@@ -890,7 +893,7 @@ def build_foreign_key_map_from_json(table):
tables[entry['db_id']] = build_foreign_key_map(entry)
return tables
def get_evaluation_result():
def get_evaluation_result(time_cost):
current_directory = os.path.dirname(os.path.abspath(__file__))
config_file=current_directory+"/config/config.yaml"
with open(config_file, 'r') as file:
@@ -905,7 +908,7 @@ def get_evaluation_result():
etype="exec"
kmaps = build_foreign_key_map_from_json(table)
evaluate(gold, pred, db_dir, etype, kmaps,query_path)
evaluate(gold, pred, db_dir, etype, kmaps,query_path,time_cost)
def remove_unused_file():
current_directory = os.path.dirname(os.path.abspath(__file__))
@@ -927,8 +930,8 @@ def remove_unused_file():
if __name__ == "__main__":
build_table()
get_pred_result()
get_evaluation_result()
time_cost=get_pred_result()
get_evaluation_result(time_cost)
remove_unused_file()

View File

@@ -19,13 +19,15 @@ public class ModelDetail {
private String tableQuery;
private List<Identify> identifiers;
private List<Identify> identifiers = Lists.newArrayList();
private List<Dim> dimensions;
private List<Dim> dimensions = Lists.newArrayList();
private List<Measure> measures;
private List<Measure> measures = Lists.newArrayList();
private List<Field> fields;
private List<Field> fields = Lists.newArrayList();
private List<SqlVariable> sqlVariables = Lists.newArrayList();
public String getSqlQuery() {
if (StringUtils.isNotBlank(sqlQuery) && sqlQuery.endsWith(";")) {

View File

@@ -3,6 +3,7 @@ package com.tencent.supersonic.headless.api.pojo;
import lombok.Data;
import javax.validation.constraints.NotBlank;
import javax.validation.constraints.NotNull;
@Data
public class Param {
@@ -10,7 +11,7 @@ public class Param {
@NotBlank(message = "Invald parameter name")
private String name;
@NotBlank(message = "Invalid parameter value")
@NotNull(message = "Invalid parameter value")
private String value;
public Param() {
@@ -21,14 +22,4 @@ public class Param {
this.value = value;
}
@Override
public String toString() {
final StringBuilder sb = new StringBuilder("{");
sb.append("\"name\":\"")
.append(name).append('\"');
sb.append(",\"value\":\"")
.append(value).append('\"');
sb.append('}');
return sb.toString();
}
}

View File

@@ -1,7 +1,6 @@
package com.tencent.supersonic.headless.api.pojo;
import com.google.common.base.Objects;
import com.google.common.collect.Lists;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
@@ -19,6 +18,7 @@ import java.util.List;
public class SchemaElement implements Serializable {
private Long view;
private Long model;
private Long id;
private String name;
private String bizName;
@@ -52,7 +52,4 @@ public class SchemaElement implements Serializable {
return Objects.hashCode(view, id, name, bizName, type);
}
public List<String> getModelNames() {
return Lists.newArrayList(name);
}
}

View File

@@ -0,0 +1,16 @@
package com.tencent.supersonic.headless.api.pojo;
import com.google.common.collect.Lists;
import com.tencent.supersonic.headless.api.pojo.enums.VariableValueType;
import lombok.Data;
import java.util.List;
@Data
public class SqlVariable {
private String name;
private VariableValueType valueType;
private List<Object> defaultValues = Lists.newArrayList();
}

View File

@@ -0,0 +1,7 @@
package com.tencent.supersonic.headless.api.pojo.enums;
public enum VariableValueType {
STRING,
NUMBER,
EXPR
}

View File

@@ -1,5 +1,6 @@
package com.tencent.supersonic.headless.api.pojo.request;
import com.tencent.supersonic.common.pojo.DateConf;
import java.util.List;
import lombok.Data;
import lombok.ToString;
@@ -18,4 +19,8 @@ public class QueryMetricReq {
private List<String> dimensionNames;
private DateConf dateInfo = new DateConf();
private Long limit = 2000L;
}

View File

@@ -44,6 +44,7 @@ import java.util.stream.Collectors;
@Data
@Slf4j
public class QueryStructReq extends SemanticQueryReq {
private List<String> groups = new ArrayList<>();
private List<Aggregator> aggregators = new ArrayList<>();
private List<Order> orders = new ArrayList<>();
@@ -151,28 +152,27 @@ public class QueryStructReq extends SemanticQueryReq {
return sb.toString();
}
public QuerySqlReq convert(QueryStructReq queryStructReq) {
return convert(queryStructReq, false);
public QuerySqlReq convert() {
return convert(false);
}
/**
* convert queryStructReq to QueryS2SQLReq
*
* @param queryStructReq
* @return
*/
public QuerySqlReq convert(QueryStructReq queryStructReq, boolean isBizName) {
public QuerySqlReq convert(boolean isBizName) {
String sql = null;
try {
sql = buildSql(queryStructReq, isBizName);
sql = buildSql(this, isBizName);
} catch (Exception e) {
log.error("buildSql error", e);
}
QuerySqlReq result = new QuerySqlReq();
result.setSql(sql);
result.setViewId(queryStructReq.getViewId());
result.setModelIds(queryStructReq.getModelIdSet());
result.setViewId(this.getViewId());
result.setModelIds(this.getModelIdSet());
result.setParams(new ArrayList<>());
return result;
}

View File

@@ -16,8 +16,6 @@ public class ViewReq extends SchemaItem {
private String alias;
private String filterSql;
private QueryConfig queryConfig;
private List<String> admins;

View File

@@ -30,6 +30,8 @@ public class MetricResp extends SchemaItem {
private Long domainId;
private String modelBizName;
private String modelName;
//ATOMIC DERIVED

View File

@@ -1,12 +1,14 @@
package com.tencent.supersonic.headless.api.pojo.response;
import com.google.common.collect.Sets;
import com.tencent.supersonic.common.pojo.ModelRela;
import com.tencent.supersonic.headless.api.pojo.Identify;
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import lombok.AllArgsConstructor;
import lombok.Data;
import lombok.NoArgsConstructor;
import java.util.List;
import org.apache.commons.collections4.CollectionUtils;
@Data
@AllArgsConstructor
@@ -17,18 +19,17 @@ public class ModelSchemaResp extends ModelResp {
private List<DimSchemaResp> dimensions;
private List<ModelRela> modelRelas;
public DimSchemaResp getPrimaryKey() {
Identify identify = getPrimaryIdentify();
if (identify == null) {
return null;
public Set<Long> getModelClusterSet() {
if (CollectionUtils.isEmpty(this.modelRelas)) {
return Sets.newHashSet();
} else {
Set<Long> modelClusterSet = new HashSet();
this.modelRelas.forEach((modelRela) -> {
modelClusterSet.add(modelRela.getToModelId());
modelClusterSet.add(modelRela.getFromModelId());
});
return modelClusterSet;
}
for (DimSchemaResp dimension : dimensions) {
if (identify.getBizName().equals(dimension.getBizName())) {
dimension.setEntityAlias(identify.getEntityNames());
return dimension;
}
}
return null;
}
}

View File

@@ -24,6 +24,11 @@
<version>${lombok.version}</version>
<scope>provided</scope>
</dependency>
<dependency>
<groupId>org.antlr</groupId>
<artifactId>ST4</artifactId>
<version>${st.version}</version>
</dependency>
<dependency>
<groupId>org.springframework</groupId>
@@ -106,6 +111,28 @@
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-hdfs</artifactId>
<version>${hadoop.version}</version>
<exclusions>
<exclusion>
<groupId>org.slf4j</groupId>
<artifactId>slf4j-log4j12</artifactId>
</exclusion>
<exclusion>
<groupId>log4j</groupId>
<artifactId>log4j</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
</exclusion>
<exclusion>
<groupId>org.apache.curator</groupId>
<artifactId>*</artifactId>
</exclusion>
<exclusion>
<groupId>javax.servlet</groupId>
<artifactId>servlet-api</artifactId>
</exclusion>
</exclusions>
</dependency>
<dependency>
<groupId>org.apache.commons</groupId>

View File

@@ -6,8 +6,15 @@ import com.hankcs.hanlp.corpus.tag.Nature;
import com.hankcs.hanlp.dictionary.CoreDictionary;
import com.hankcs.hanlp.seg.common.Term;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import com.tencent.supersonic.headless.api.pojo.request.DimensionValueReq;
import com.tencent.supersonic.headless.core.knowledge.helper.NatureHelper;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.Objects;
@@ -17,11 +24,6 @@ import java.util.TreeMap;
import java.util.TreeSet;
import java.util.stream.Collectors;
import com.tencent.supersonic.headless.api.pojo.request.DimensionValueReq;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
@Slf4j
public class SearchService {
@@ -39,14 +41,14 @@ public class SearchService {
* @param key
* @return
*/
public static List<HanlpMapResult> prefixSearch(String key, int limit, Set<Long> detectModelIds) {
return prefixSearch(key, limit, trie, detectModelIds);
public static List<HanlpMapResult> prefixSearch(String key, int limit, Map<Long, List<Long>> modelIdToViewIds) {
return prefixSearch(key, limit, trie, modelIdToViewIds);
}
public static List<HanlpMapResult> prefixSearch(String key, int limit, BinTrie<List<String>> binTrie,
Set<Long> detectModelIds) {
Set<Map.Entry<String, List<String>>> result = prefixSearchLimit(key, limit, binTrie, detectModelIds);
return result.stream().map(
Map<Long, List<Long>> modelIdToViewIds) {
Set<Map.Entry<String, List<String>>> result = prefixSearchLimit(key, limit, binTrie, modelIdToViewIds.keySet());
List<HanlpMapResult> hanlpMapResults = result.stream().map(
entry -> {
String name = entry.getKey().replace("#", " ");
return new HanlpMapResult(name, entry.getValue(), key);
@@ -54,6 +56,13 @@ public class SearchService {
).sorted((a, b) -> -(b.getName().length() - a.getName().length()))
.limit(SEARCH_SIZE)
.collect(Collectors.toList());
for (HanlpMapResult hanlpMapResult : hanlpMapResults) {
List<String> natures = hanlpMapResult.getNatures().stream()
.map(nature -> NatureHelper.changeModel2View(nature, modelIdToViewIds))
.flatMap(Collection::stream).collect(Collectors.toList());
hanlpMapResult.setNatures(natures);
}
return hanlpMapResults;
}
/***

View File

@@ -38,11 +38,11 @@ public class DimensionWordBuilder extends BaseWordBuilder {
private DictWord getOnwWordNature(String word, SchemaElement schemaElement, boolean isSuffix) {
DictWord dictWord = new DictWord();
dictWord.setWord(word);
Long viewId = schemaElement.getView();
String nature = DictWordType.NATURE_SPILT + viewId + DictWordType.NATURE_SPILT + schemaElement.getId()
Long modelId = schemaElement.getModel();
String nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId()
+ DictWordType.DIMENSION.getType();
if (isSuffix) {
nature = DictWordType.NATURE_SPILT + viewId + DictWordType.NATURE_SPILT + schemaElement.getId()
nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId()
+ DictWordType.SUFFIX.getType() + DictWordType.DIMENSION.getType();
}
dictWord.setNatureWithFrequency(String.format("%s " + DEFAULT_FREQUENCY, nature));

View File

@@ -27,8 +27,8 @@ public class EntityWordBuilder extends BaseWordBuilder {
return result;
}
Long view = schemaElement.getView();
String nature = DictWordType.NATURE_SPILT + view + DictWordType.NATURE_SPILT + schemaElement.getId()
Long modelId = schemaElement.getModel();
String nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId()
+ DictWordType.ENTITY.getType();
if (!CollectionUtils.isEmpty(schemaElement.getAlias())) {

View File

@@ -38,11 +38,11 @@ public class MetricWordBuilder extends BaseWordBuilder {
private DictWord getOnwWordNature(String word, SchemaElement schemaElement, boolean isSuffix) {
DictWord dictWord = new DictWord();
dictWord.setWord(word);
Long viewId = schemaElement.getView();
String nature = DictWordType.NATURE_SPILT + viewId + DictWordType.NATURE_SPILT + schemaElement.getId()
Long modelId = schemaElement.getModel();
String nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId()
+ DictWordType.METRIC.getType();
if (isSuffix) {
nature = DictWordType.NATURE_SPILT + viewId + DictWordType.NATURE_SPILT + schemaElement.getId()
nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId()
+ DictWordType.SUFFIX.getType() + DictWordType.METRIC.getType();
}
dictWord.setNatureWithFrequency(String.format("%s " + DEFAULT_FREQUENCY, nature));

View File

@@ -27,8 +27,8 @@ public class ValueWordBuilder extends BaseWordBuilder {
schemaElement.getAlias().stream().forEach(value -> {
DictWord dictWord = new DictWord();
Long viewId = schemaElement.getView();
String nature = DictWordType.NATURE_SPILT + viewId + DictWordType.NATURE_SPILT + schemaElement.getId();
Long modelId = schemaElement.getModel();
String nature = DictWordType.NATURE_SPILT + modelId + DictWordType.NATURE_SPILT + schemaElement.getId();
dictWord.setNatureWithFrequency(String.format("%s " + DEFAULT_FREQUENCY, nature));
dictWord.setWord(value);
result.add(dictWord);

View File

@@ -1,34 +1,36 @@
package com.tencent.supersonic.headless.core.knowledge.helper;
import static com.hankcs.hanlp.HanLP.Config.CustomDictionaryPath;
import com.google.common.collect.Lists;
import com.hankcs.hanlp.HanLP;
import com.hankcs.hanlp.corpus.tag.Nature;
import com.hankcs.hanlp.dictionary.CoreDictionary;
import com.hankcs.hanlp.dictionary.DynamicCustomDictionary;
import com.hankcs.hanlp.seg.Segment;
import com.hankcs.hanlp.seg.common.Term;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import com.tencent.supersonic.headless.api.pojo.response.S2Term;
import com.tencent.supersonic.headless.core.knowledge.DictWord;
import com.tencent.supersonic.headless.core.knowledge.HadoopFileIOAdapter;
import com.tencent.supersonic.headless.core.knowledge.MapResult;
import com.tencent.supersonic.headless.core.knowledge.MultiCustomDictionary;
import com.tencent.supersonic.headless.core.knowledge.SearchService;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.BeanUtils;
import org.springframework.util.CollectionUtils;
import org.springframework.util.ResourceUtils;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import com.hankcs.hanlp.seg.common.Term;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.BeanUtils;
import org.springframework.util.CollectionUtils;
import org.springframework.util.ResourceUtils;
import static com.hankcs.hanlp.HanLP.Config.CustomDictionaryPath;
/**
* HanLP helper
@@ -212,18 +214,25 @@ public class HanlpHelper {
}
}
public static List<com.tencent.supersonic.headless.api.pojo.response.S2Term> getTerms(String text) {
public static List<S2Term> getTerms(String text, Map<Long, List<Long>> modelIdToViewIds) {
return getSegment().seg(text.toLowerCase()).stream()
.filter(term -> term.getNature().startsWith(DictWordType.NATURE_SPILT))
.map(term -> transform2ApiTerm(term))
.map(term -> transform2ApiTerm(term, modelIdToViewIds))
.flatMap(Collection::stream)
.collect(Collectors.toList());
}
public static S2Term transform2ApiTerm(Term term) {
S2Term knowledgeTerm = new S2Term();
BeanUtils.copyProperties(term, knowledgeTerm);
knowledgeTerm.setFrequency(term.getFrequency());
return knowledgeTerm;
public static List<S2Term> transform2ApiTerm(Term term, Map<Long, List<Long>> modelIdToViewIds) {
List<S2Term> s2Terms = Lists.newArrayList();
List<String> natures = NatureHelper.changeModel2View(String.valueOf(term.getNature()), modelIdToViewIds);
for (String nature : natures) {
S2Term s2Term = new S2Term();
BeanUtils.copyProperties(term, s2Term);
s2Term.setNature(Nature.create(nature));
s2Term.setFrequency(term.getFrequency());
s2Terms.add(s2Term);
}
return s2Terms;
}
}

View File

@@ -1,12 +1,14 @@
package com.tencent.supersonic.headless.core.knowledge.helper;
import com.google.common.collect.Lists;
import com.hankcs.hanlp.corpus.tag.Nature;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
import com.tencent.supersonic.headless.api.pojo.response.S2Term;
import com.tencent.supersonic.headless.core.knowledge.ViewInfoStat;
import com.tencent.supersonic.common.pojo.enums.DictWordType;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Comparator;
@@ -81,6 +83,43 @@ public class NatureHelper {
return null;
}
private static Long getModelId(String nature) {
try {
String[] split = nature.split(DictWordType.NATURE_SPILT);
if (split.length <= 1) {
return null;
}
return Long.valueOf(split[1]);
} catch (NumberFormatException e) {
log.error("", e);
}
return null;
}
private static Nature changeModel2View(String nature, Long viewId) {
try {
String[] split = nature.split(DictWordType.NATURE_SPILT);
if (split.length <= 1) {
return null;
}
split[1] = String.valueOf(viewId);
return Nature.create(StringUtils.join(split, DictWordType.NATURE_SPILT));
} catch (NumberFormatException e) {
log.error("", e);
}
return null;
}
public static List<String> changeModel2View(String nature, Map<Long, List<Long>> modelIdToViewIds) {
Long modelId = getModelId(nature);
List<Long> viewIds = modelIdToViewIds.get(modelId);
if (CollectionUtils.isEmpty(viewIds)) {
return Lists.newArrayList();
}
return viewIds.stream().map(viewId -> String.valueOf(changeModel2View(nature, viewId)))
.collect(Collectors.toList());
}
public static boolean isDimensionValueViewId(String nature) {
if (StringUtils.isEmpty(nature)) {
return false;

View File

@@ -0,0 +1,120 @@
package com.tencent.supersonic.headless.core.utils;
import com.tencent.supersonic.common.pojo.exception.InvalidArgumentException;
import com.tencent.supersonic.headless.api.pojo.Param;
import com.tencent.supersonic.headless.api.pojo.SqlVariable;
import com.tencent.supersonic.headless.api.pojo.enums.VariableValueType;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import org.stringtemplate.v4.ST;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import java.util.stream.Collectors;
import static com.tencent.supersonic.common.pojo.Constants.COMMA;
import static com.tencent.supersonic.common.pojo.Constants.EMPTY;
@Slf4j
public class SqlVariableParseUtils {
public static final String REG_SENSITIVE_SQL = "drop\\s|alter\\s|grant\\s|insert\\s|replace\\s|delete\\s|"
+ "truncate\\s|update\\s|remove\\s";
public static final Pattern PATTERN_SENSITIVE_SQL = Pattern.compile(REG_SENSITIVE_SQL);
public static final String APOSTROPHE = "'";
private static final char delimiter = '$';
public static String parse(String sql, List<SqlVariable> sqlVariables, List<Param> params) {
if (CollectionUtils.isEmpty(sqlVariables)) {
return sql;
}
Map<String, Object> queryParams = new HashMap<>();
//1. handle default variable value
sqlVariables.forEach(variable -> {
queryParams.put(variable.getName().trim(),
getValues(variable.getValueType(), variable.getDefaultValues()));
});
//override by variable param
if (!CollectionUtils.isEmpty(params)) {
Map<String, List<SqlVariable>> map =
sqlVariables.stream().collect(Collectors.groupingBy(SqlVariable::getName));
params.forEach(p -> {
if (map.containsKey(p.getName())) {
List<SqlVariable> list = map.get(p.getName());
if (!CollectionUtils.isEmpty(list)) {
SqlVariable v = list.get(list.size() - 1);
queryParams.put(p.getName().trim(), getValue(v.getValueType(), p.getValue()));
}
}
});
}
queryParams.forEach((k, v) -> {
if (v instanceof List && ((List) v).size() > 0) {
v = ((List) v).stream().collect(Collectors.joining(COMMA)).toString();
}
queryParams.put(k, v);
});
ST st = new ST(sql, delimiter, delimiter);
if (!CollectionUtils.isEmpty(queryParams)) {
queryParams.forEach(st::add);
}
return st.render();
}
public static List<String> getValues(VariableValueType valueType, List<Object> values) {
if (CollectionUtils.isEmpty(values)) {
return new ArrayList<>();
}
if (null != valueType) {
switch (valueType) {
case STRING:
return values.stream().map(String::valueOf)
.map(s -> s.startsWith(APOSTROPHE) && s.endsWith(APOSTROPHE)
? s : String.join(EMPTY, APOSTROPHE, s, APOSTROPHE))
.collect(Collectors.toList());
case EXPR:
values.stream().map(String::valueOf).forEach(SqlVariableParseUtils::checkSensitiveSql);
return values.stream().map(String::valueOf).collect(Collectors.toList());
case NUMBER:
return values.stream().map(String::valueOf).collect(Collectors.toList());
default:
return values.stream().map(String::valueOf).collect(Collectors.toList());
}
}
return values.stream().map(String::valueOf).collect(Collectors.toList());
}
public static Object getValue(VariableValueType valueType, String value) {
if (!StringUtils.isEmpty(value)) {
if (null != valueType) {
switch (valueType) {
case STRING:
return String.join(EMPTY, value.startsWith(APOSTROPHE) ? EMPTY : APOSTROPHE,
value, value.endsWith(APOSTROPHE) ? EMPTY : APOSTROPHE);
case NUMBER:
case EXPR:
default:
return value;
}
}
}
return value;
}
public static void checkSensitiveSql(String sql) {
Matcher matcher = PATTERN_SENSITIVE_SQL.matcher(sql.toLowerCase());
if (matcher.find()) {
String group = matcher.group();
log.warn("Sensitive SQL operations are not allowed: {}", group.toUpperCase());
throw new InvalidArgumentException("Sensitive SQL operations are not allowed: " + group.toUpperCase());
}
}
}

View File

@@ -11,11 +11,13 @@ 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.SemanticSchemaResp;
import com.tencent.supersonic.headless.core.pojo.QueryStatement;
import com.tencent.supersonic.headless.server.service.MetricService;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.aspectj.lang.ProceedingJoinPoint;
import org.aspectj.lang.annotation.Around;
import org.aspectj.lang.annotation.Aspect;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import java.util.Collection;
@@ -28,6 +30,9 @@ import java.util.stream.Collectors;
@Slf4j
public class MetricDrillDownChecker {
@Autowired
private MetricService metricService;
@Around("execution(* com.tencent.supersonic.headless.core.parser.QueryParser.parse(..))")
public Object doAround(ProceedingJoinPoint joinPoint) throws Throwable {
Object[] objects = joinPoint.getArgs();
@@ -52,7 +57,7 @@ public class MetricDrillDownChecker {
List<DimensionResp> necessaryDimensions = getNecessaryDimensions(metric, semanticSchemaResp);
List<DimensionResp> dimensionsMissing = getNecessaryDimensionMissing(necessaryDimensions, dimensionFields);
if (!CollectionUtils.isEmpty(dimensionsMissing)) {
String errMsg = String.format("指标:%s 缺失必要维度:%s", metric.getName(),
String errMsg = String.format("指标:%s 缺失必要下钻维度:%s", metric.getName(),
dimensionsMissing.stream().map(DimensionResp::getName).collect(Collectors.toList()));
throw new InvalidArgumentException(errMsg);
}
@@ -92,8 +97,9 @@ public class MetricDrillDownChecker {
return true;
}
List<String> relateDimensions = metricResps.stream()
.filter(metric -> !CollectionUtils.isEmpty(metric.getDrillDownDimensions()))
.map(metric -> metric.getDrillDownDimensions().stream()
.map(this::getDrillDownDimensions)
.filter(drillDownDimensions -> !CollectionUtils.isEmpty(drillDownDimensions))
.map(drillDownDimensions -> drillDownDimensions.stream()
.map(DrillDownDimension::getDimensionId).collect(Collectors.toList()))
.flatMap(Collection::stream)
.map(id -> convertDimensionIdToBizName(id, semanticSchemaResp))
@@ -111,7 +117,7 @@ public class MetricDrillDownChecker {
if (metric == null) {
return Lists.newArrayList();
}
List<DrillDownDimension> drillDownDimensions = metric.getDrillDownDimensions();
List<DrillDownDimension> drillDownDimensions = getDrillDownDimensions(metric);
if (CollectionUtils.isEmpty(drillDownDimensions)) {
return Lists.newArrayList();
}
@@ -147,4 +153,8 @@ public class MetricDrillDownChecker {
return dimension.getBizName();
}
private List<DrillDownDimension> getDrillDownDimensions(MetricResp metricResp) {
return metricService.getDrillDownDimension(metricResp.getId());
}
}

View File

@@ -30,7 +30,7 @@ import java.util.stream.Collectors;
@Slf4j
public class ModelYamlManager {
public static DataModelYamlTpl convert2YamlObj(ModelResp modelResp, DatabaseResp databaseResp) {
public static synchronized DataModelYamlTpl convert2YamlObj(ModelResp modelResp, DatabaseResp databaseResp) {
ModelDetail modelDetail = modelResp.getModelDetail();
DbAdaptor engineAdaptor = DbAdaptorFactory.getEngineAdaptor(databaseResp.getType());
SysTimeDimensionBuilder.addSysTimeDimension(modelDetail.getDimensions(), engineAdaptor);

View File

@@ -35,8 +35,6 @@ public class ViewDO {
private String updatedBy;
private String filterSql;
private String queryConfig;
private String admin;

View File

@@ -2,9 +2,9 @@ package com.tencent.supersonic.headless.server.persistence.mapper;
import com.tencent.supersonic.headless.server.persistence.dataobject.DimensionDO;
import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
import org.apache.ibatis.annotations.Mapper;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import java.util.List;
import org.apache.ibatis.annotations.Mapper;
@Mapper
public interface DimensionDOCustomMapper {
@@ -16,4 +16,7 @@ public interface DimensionDOCustomMapper {
void batchUpdateStatus(List<DimensionDO> dimensionDOS);
List<DimensionDO> query(DimensionFilter dimensionFilter);
List<DimensionDO> queryDimensions(DimensionsFilter dimensionsFilter);
}

View File

@@ -2,9 +2,9 @@ package com.tencent.supersonic.headless.server.persistence.mapper;
import com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO;
import com.tencent.supersonic.headless.server.pojo.MetricFilter;
import org.apache.ibatis.annotations.Mapper;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import java.util.List;
import org.apache.ibatis.annotations.Mapper;
@Mapper
public interface MetricDOCustomMapper {
@@ -15,4 +15,6 @@ public interface MetricDOCustomMapper {
List<MetricDO> query(MetricFilter metricFilter);
List<MetricDO> queryMetrics(MetricsFilter metricsFilter);
}

View File

@@ -4,6 +4,7 @@ package com.tencent.supersonic.headless.server.persistence.repository;
import com.tencent.supersonic.headless.server.persistence.dataobject.DimensionDO;
import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import java.util.List;
public interface DimensionRepository {
@@ -19,4 +20,6 @@ public interface DimensionRepository {
DimensionDO getDimensionById(Long id);
List<DimensionDO> getDimension(DimensionFilter dimensionFilter);
List<DimensionDO> getDimensions(DimensionsFilter dimensionsFilter);
}

View File

@@ -5,6 +5,7 @@ import com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO;
import com.tencent.supersonic.headless.server.persistence.dataobject.MetricQueryDefaultConfigDO;
import com.tencent.supersonic.headless.server.pojo.MetricFilter;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import java.util.List;
public interface MetricRepository {
@@ -21,6 +22,8 @@ public interface MetricRepository {
List<MetricDO> getMetric(MetricFilter metricFilter);
List<MetricDO> getMetrics(MetricsFilter metricsFilter);
void saveDefaultQueryConfig(MetricQueryDefaultConfigDO defaultConfigDO);
void updateDefaultQueryConfig(MetricQueryDefaultConfigDO defaultConfigDO);

View File

@@ -5,9 +5,9 @@ import com.tencent.supersonic.headless.server.persistence.mapper.DimensionDOCust
import com.tencent.supersonic.headless.server.persistence.mapper.DimensionDOMapper;
import com.tencent.supersonic.headless.server.persistence.repository.DimensionRepository;
import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
import org.springframework.stereotype.Service;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import java.util.List;
import org.springframework.stereotype.Service;
@Service
public class DimensionRepositoryImpl implements DimensionRepository {
@@ -52,4 +52,9 @@ public class DimensionRepositoryImpl implements DimensionRepository {
return dimensionDOCustomMapper.query(dimensionFilter);
}
@Override
public List<DimensionDO> getDimensions(DimensionsFilter dimensionsFilter) {
return dimensionDOCustomMapper.queryDimensions(dimensionsFilter);
}
}

View File

@@ -8,9 +8,9 @@ import com.tencent.supersonic.headless.server.persistence.mapper.MetricDOMapper;
import com.tencent.supersonic.headless.server.persistence.mapper.MetricQueryDefaultConfigDOMapper;
import com.tencent.supersonic.headless.server.persistence.repository.MetricRepository;
import com.tencent.supersonic.headless.server.pojo.MetricFilter;
import org.springframework.stereotype.Component;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import java.util.List;
import org.springframework.stereotype.Component;
@Component
@@ -62,6 +62,11 @@ public class MetricRepositoryImpl implements MetricRepository {
return metricDOCustomMapper.query(metricFilter);
}
@Override
public List<MetricDO> getMetrics(MetricsFilter metricsFilter) {
return metricDOCustomMapper.queryMetrics(metricsFilter);
}
@Override
public void saveDefaultQueryConfig(MetricQueryDefaultConfigDO defaultConfigDO) {
metricQueryDefaultConfigDOMapper.insert(defaultConfigDO);

View File

@@ -0,0 +1,15 @@
package com.tencent.supersonic.headless.server.pojo;
import java.util.List;
import lombok.Data;
@Data
public class DimensionsFilter {
private List<Long> modelIds;
private List<Long> dimensionIds;
private List<String> dimensionNames;
}

View File

@@ -0,0 +1,15 @@
package com.tencent.supersonic.headless.server.pojo;
import java.util.List;
import lombok.Data;
@Data
public class MetricsFilter {
private List<Long> modelIds;
private List<Long> metricIds;
private List<String> metricNames;
}

View File

@@ -0,0 +1,60 @@
package com.tencent.supersonic.headless.server.pojo;
import lombok.Data;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.LinkedHashSet;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;
@Data
public class ModelCluster {
private static final String split = "_";
private Set<Long> modelIds = new LinkedHashSet<>();
private Set<String> modelNames = new LinkedHashSet<>();
private String key;
private String name;
public static ModelCluster build(Set<Long> modelIds) {
ModelCluster modelCluster = new ModelCluster();
modelCluster.setModelIds(modelIds);
modelCluster.setKey(StringUtils.join(modelIds, split));
return modelCluster;
}
public static ModelCluster build(String key) {
ModelCluster modelCluster = new ModelCluster();
modelCluster.setModelIds(getModelIdFromKey(key));
modelCluster.setKey(key);
return modelCluster;
}
public void buildName(Map<Long, String> modelNameMap) {
modelNames = modelNameMap.entrySet().stream().filter(entry ->
modelIds.contains(entry.getKey())).map(Map.Entry::getValue)
.collect(Collectors.toSet());
name = String.join(split, modelNames);
}
public static Set<Long> getModelIdFromKey(String key) {
return Arrays.stream(key.split(split))
.map(Long::parseLong).collect(Collectors.toSet());
}
public Long getFirstModel() {
if (CollectionUtils.isEmpty(modelIds)) {
return -1L;
}
return new ArrayList<>(modelIds).get(0);
}
}

View File

@@ -8,7 +8,6 @@ import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
import com.tencent.supersonic.headless.api.pojo.response.SemanticQueryResp;
import com.tencent.supersonic.headless.server.pojo.DatabaseParameter;
import com.tencent.supersonic.headless.server.service.DatabaseService;
import java.util.Map;
import org.springframework.web.bind.annotation.DeleteMapping;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PathVariable;
@@ -20,6 +19,7 @@ import org.springframework.web.bind.annotation.RestController;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import java.util.List;
import java.util.Map;
@RestController
@RequestMapping("/api/semantic/database")
@@ -49,8 +49,10 @@ public class DatabaseController {
}
@GetMapping("/{id}")
public DatabaseResp getDatabase(@PathVariable("id") Long id) {
return databaseService.getDatabase(id);
public DatabaseResp getDatabase(@PathVariable("id") Long id, HttpServletRequest request,
HttpServletResponse response) {
User user = UserHolder.findUser(request, response);
return databaseService.getDatabase(id, user);
}
@GetMapping("/getDatabaseList")

View File

@@ -54,7 +54,7 @@ public class QueryController {
HttpServletRequest request,
HttpServletResponse response) throws Exception {
User user = UserHolder.findUser(request, response);
QuerySqlReq querySqlReq = queryStructReq.convert(queryStructReq, true);
QuerySqlReq querySqlReq = queryStructReq.convert(true);
return queryService.queryByReq(querySqlReq, user);
}

View File

@@ -15,6 +15,10 @@ public interface DatabaseService {
SemanticQueryResp executeSql(String sql, Long id, User user);
DatabaseResp getDatabase(Long id, User user);
DatabaseResp getDatabase(Long id);
Map<String, List<DatabaseParameter>> getDatabaseParameters();
boolean testConnect(DatabaseReq databaseReq, User user);
@@ -25,8 +29,6 @@ public interface DatabaseService {
void deleteDatabase(Long databaseId);
DatabaseResp getDatabase(Long id);
SemanticQueryResp getDbNames(Long id);
SemanticQueryResp getTables(Long id, String db);

View File

@@ -8,8 +8,8 @@ import com.tencent.supersonic.headless.api.pojo.request.DimensionReq;
import com.tencent.supersonic.headless.api.pojo.request.MetaBatchReq;
import com.tencent.supersonic.headless.api.pojo.request.PageDimensionReq;
import com.tencent.supersonic.headless.api.pojo.response.DimensionResp;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import com.tencent.supersonic.headless.server.pojo.MetaFilter;
import java.util.List;
public interface DimensionService {
@@ -30,6 +30,8 @@ public interface DimensionService {
PageInfo<DimensionResp> queryDimension(PageDimensionReq pageDimensionReq);
List<DimensionResp> queryDimensions(DimensionsFilter dimensionsFilter);
void deleteDimension(Long id, User user);
List<DimensionResp> getDimensionInModelCluster(Long modelId);

View File

@@ -11,7 +11,7 @@ import com.tencent.supersonic.headless.api.pojo.request.MetricReq;
import com.tencent.supersonic.headless.api.pojo.request.PageMetricReq;
import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
import com.tencent.supersonic.headless.server.pojo.MetaFilter;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import java.util.List;
import java.util.Set;
@@ -50,4 +50,6 @@ public interface MetricService {
MetricQueryDefaultConfig getMetricQueryDefaultConfig(Long metricId, User user);
void sendMetricEventBatch(List<Long> modelIds, EventType eventType);
List<MetricResp> queryMetrics(MetricsFilter metricsFilter);
}

View File

@@ -37,6 +37,8 @@ public interface ModelService {
List<ModelResp> getModelByDomainIds(List<Long> domainIds);
List<ModelResp> getAllModelByDomainIds(List<Long> domainIds);
ModelResp getModel(Long id);
List<String> getModelAdmin(Long id);

View File

@@ -15,6 +15,7 @@ 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.ViewResp;
import com.tencent.supersonic.headless.api.pojo.response.ViewSchemaResp;
@@ -26,6 +27,8 @@ public interface SchemaService {
List<ViewSchemaResp> fetchViewSchema(ViewFilterReq filter);
List<ModelSchemaResp> fetchModelSchemaResps(List<Long> modelIds);
PageInfo<DimensionResp> queryDimension(PageDimensionReq pageDimensionReq, User user);
PageInfo<MetricResp> queryMetric(PageMetricReq pageMetricReq, User user);

View File

@@ -1,6 +1,7 @@
package com.tencent.supersonic.headless.server.service.impl;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.common.pojo.exception.InvalidPermissionException;
import com.tencent.supersonic.headless.api.pojo.request.DatabaseReq;
import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
@@ -18,15 +19,16 @@ import com.tencent.supersonic.headless.server.pojo.ModelFilter;
import com.tencent.supersonic.headless.server.service.DatabaseService;
import com.tencent.supersonic.headless.server.service.ModelService;
import com.tencent.supersonic.headless.server.utils.DatabaseConverter;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import lombok.extern.slf4j.Slf4j;
import org.springframework.context.annotation.Lazy;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
@Slf4j
@Service
@@ -58,12 +60,12 @@ public class DatabaseServiceImpl implements DatabaseService {
database.updatedBy(user.getName());
DatabaseConverter.convert(database, databaseDO);
databaseRepository.updateDatabase(databaseDO);
return DatabaseConverter.convert(databaseDO);
return DatabaseConverter.convertWithPassword(databaseDO);
}
database.createdBy(user.getName());
databaseDO = DatabaseConverter.convert(database);
databaseRepository.createDatabase(databaseDO);
return DatabaseConverter.convert(databaseDO);
return DatabaseConverter.convertWithPassword(databaseDO);
}
@Override
@@ -108,7 +110,19 @@ public class DatabaseServiceImpl implements DatabaseService {
@Override
public DatabaseResp getDatabase(Long id) {
DatabaseDO databaseDO = databaseRepository.getDatabase(id);
return DatabaseConverter.convert(databaseDO);
return DatabaseConverter.convertWithPassword(databaseDO);
}
@Override
public DatabaseResp getDatabase(Long id, User user) {
DatabaseResp databaseResp = getDatabase(id);
if (!databaseResp.getAdmins().contains(user.getName())
&& !databaseResp.getViewers().contains(user.getName())
&& !databaseResp.getCreatedBy().equals(user.getName())) {
throw new InvalidPermissionException("您暂无查看该数据库详情的权限, 请联系创建人: "
+ databaseResp.getCreatedBy());
}
return databaseResp;
}
@Override

View File

@@ -29,6 +29,7 @@ import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
import com.tencent.supersonic.headless.server.persistence.dataobject.DimensionDO;
import com.tencent.supersonic.headless.server.persistence.repository.DimensionRepository;
import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import com.tencent.supersonic.headless.server.pojo.MetaFilter;
import com.tencent.supersonic.headless.server.service.DatabaseService;
import com.tencent.supersonic.headless.server.service.DimensionService;
@@ -37,19 +38,18 @@ import com.tencent.supersonic.headless.server.service.ModelService;
import com.tencent.supersonic.headless.server.service.ViewService;
import com.tencent.supersonic.headless.server.utils.DimensionConverter;
import com.tencent.supersonic.headless.server.utils.NameCheckUtils;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.ApplicationEventPublisher;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.ApplicationEventPublisher;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
@Service
@Slf4j
@@ -217,6 +217,12 @@ public class DimensionServiceImpl implements DimensionService {
return dimensionRepository.getDimension(dimensionFilter);
}
@Override
public List<DimensionResp> queryDimensions(DimensionsFilter dimensionsFilter) {
List<DimensionDO> dimensions = dimensionRepository.getDimensions(dimensionsFilter);
return convertList(dimensions, modelService.getModelMap());
}
@Override
public List<DimensionResp> getDimensions(MetaFilter metaFilter) {
DimensionFilter dimensionFilter = new DimensionFilter();

View File

@@ -66,7 +66,7 @@ public class DownloadServiceImpl implements DownloadService {
private QueryService queryService;
public DownloadServiceImpl(MetricService metricService,
DimensionService dimensionService, QueryService queryService) {
DimensionService dimensionService, QueryService queryService) {
this.metricService = metricService;
this.dimensionService = dimensionService;
this.queryService = queryService;
@@ -74,11 +74,11 @@ public class DownloadServiceImpl implements DownloadService {
@Override
public void downloadByStruct(DownloadStructReq downloadStructReq,
User user, HttpServletResponse response) throws Exception {
User user, HttpServletResponse response) throws Exception {
String fileName = String.format("%s_%s.xlsx", "supersonic", DateUtils.format(new Date(), DateUtils.FORMAT));
File file = FileUtils.createTmpFile(fileName);
try {
QuerySqlReq querySqlReq = downloadStructReq.convert(downloadStructReq, true);
QuerySqlReq querySqlReq = downloadStructReq.convert(true);
SemanticQueryResp queryResult = queryService.queryByReq(querySqlReq, user);
DataDownload dataDownload = buildDataDownload(queryResult, downloadStructReq);
EasyExcel.write(file).sheet("Sheet1").head(dataDownload.getHeaders()).doWrite(dataDownload.getData());
@@ -92,7 +92,7 @@ public class DownloadServiceImpl implements DownloadService {
@Override
public void batchDownload(BatchDownloadReq batchDownloadReq, User user,
HttpServletResponse response) throws Exception {
HttpServletResponse response) throws Exception {
String fileName = String.format("%s_%s.xlsx", "supersonic", DateUtils.format(new Date(), DateUtils.FORMAT));
File file = FileUtils.createTmpFile(fileName);
List<Long> metricIds = batchDownloadReq.getMetricIds();
@@ -109,8 +109,9 @@ public class DownloadServiceImpl implements DownloadService {
metaFilter.setIds(metricIds);
List<MetricResp> metricResps = metricService.getMetrics(metaFilter);
Map<String, List<MetricResp>> metricMap = getMetricMap(metricResps);
List<Long> dimensionIds = metricResps.stream().map(MetricResp::getRelateDimension)
.map(RelateDimension::getDrillDownDimensions).flatMap(Collection::stream)
List<Long> dimensionIds = metricResps.stream()
.map(metricResp -> metricService.getDrillDownDimension(metricResp.getId()))
.flatMap(Collection::stream)
.map(DrillDownDimension::getDimensionId).collect(Collectors.toList());
metaFilter.setIds(dimensionIds);
Map<Long, DimensionResp> dimensionRespMap = dimensionService.getDimensions(metaFilter)
@@ -126,7 +127,7 @@ public class DownloadServiceImpl implements DownloadService {
for (MetricResp metric : metrics) {
try {
DownloadStructReq downloadStructReq = buildDownloadReq(dimensions, metric, batchDownloadReq);
QuerySqlReq querySqlReq = downloadStructReq.convert(downloadStructReq);
QuerySqlReq querySqlReq = downloadStructReq.convert();
querySqlReq.setNeedAuth(true);
SemanticQueryResp queryResult = queryService.queryByReq(querySqlReq, user);
DataDownload dataDownload = buildDataDownload(queryResult, downloadStructReq);
@@ -192,7 +193,7 @@ public class DownloadServiceImpl implements DownloadService {
}
private List<List<String>> buildData(List<List<String>> headers, Map<String, String> nameMap,
List<Map<String, Object>> dataTransformed, String metricName) {
List<Map<String, Object>> dataTransformed, String metricName) {
List<List<String>> data = Lists.newArrayList();
for (Map<String, Object> map : dataTransformed) {
List<String> row = Lists.newArrayList();
@@ -234,7 +235,7 @@ public class DownloadServiceImpl implements DownloadService {
}
private DownloadStructReq buildDownloadReq(List<DimensionResp> dimensionResps, MetricResp metricResp,
BatchDownloadReq batchDownloadReq) {
BatchDownloadReq batchDownloadReq) {
DateConf dateConf = batchDownloadReq.getDateInfo();
Set<Long> modelIds = dimensionResps.stream().map(DimensionResp::getModelId).collect(Collectors.toSet());
modelIds.add(metricResp.getModelId());
@@ -277,7 +278,7 @@ public class DownloadServiceImpl implements DownloadService {
}
private List<DimensionResp> getMetricRelaDimensions(MetricResp metricResp,
Map<Long, DimensionResp> dimensionRespMap) {
Map<Long, DimensionResp> dimensionRespMap) {
if (metricResp.getRelateDimension() == null
|| CollectionUtils.isEmpty(metricResp.getRelateDimension().getDrillDownDimensions())) {
return Lists.newArrayList();

View File

@@ -8,13 +8,14 @@ import com.tencent.supersonic.headless.core.knowledge.SearchService;
import com.tencent.supersonic.headless.core.knowledge.helper.HanlpHelper;
import com.tencent.supersonic.headless.server.service.KnowledgeService;
import com.tencent.supersonic.headless.server.service.ViewService;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
@Service
@Slf4j
@@ -68,17 +69,19 @@ public class KnowledgeServiceImpl implements KnowledgeService {
@Override
public List<S2Term> getTerms(String text) {
return HanlpHelper.getTerms(text);
Map<Long, List<Long>> modelIdToViewIds = viewService.getModelIdToViewIds(new ArrayList<>());
return HanlpHelper.getTerms(text, modelIdToViewIds);
}
@Override
public List<HanlpMapResult> prefixSearch(String key, int limit, Set<Long> viewIds) {
Map<Long, List<Long>> modelIdToViewIds = viewService.getModelIdToViewIds(new ArrayList<>(viewIds));
return prefixSearchByModel(key, limit, modelIdToViewIds.keySet());
return prefixSearchByModel(key, limit, modelIdToViewIds);
}
public List<HanlpMapResult> prefixSearchByModel(String key, int limit, Set<Long> models) {
return SearchService.prefixSearch(key, limit, models);
public List<HanlpMapResult> prefixSearchByModel(String key, int limit,
Map<Long, List<Long>> modelIdToViewIds) {
return SearchService.prefixSearch(key, limit, modelIdToViewIds);
}
@Override

View File

@@ -5,6 +5,7 @@ import com.alibaba.fastjson.TypeReference;
import com.github.pagehelper.PageHelper;
import com.github.pagehelper.PageInfo;
import com.google.common.collect.Lists;
import com.google.common.collect.Sets;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.DataEvent;
@@ -15,15 +16,15 @@ import com.tencent.supersonic.common.pojo.enums.StatusEnum;
import com.tencent.supersonic.common.pojo.enums.TypeEnums;
import com.tencent.supersonic.common.util.BeanMapper;
import com.tencent.supersonic.common.util.ChatGptHelper;
import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
import com.tencent.supersonic.headless.api.pojo.DrillDownDimension;
import com.tencent.supersonic.headless.api.pojo.MeasureParam;
import com.tencent.supersonic.headless.api.pojo.MetricParam;
import com.tencent.supersonic.headless.api.pojo.MetricQueryDefaultConfig;
import com.tencent.supersonic.headless.api.pojo.enums.MetricDefineType;
import com.tencent.supersonic.headless.api.pojo.request.MetaBatchReq;
import com.tencent.supersonic.headless.api.pojo.request.MetricBaseReq;
import com.tencent.supersonic.headless.api.pojo.request.MetricReq;
import com.tencent.supersonic.headless.api.pojo.request.PageMetricReq;
import com.tencent.supersonic.headless.api.pojo.response.DomainResp;
import com.tencent.supersonic.headless.api.pojo.response.MetricResp;
import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
@@ -33,6 +34,7 @@ import com.tencent.supersonic.headless.server.persistence.dataobject.MetricQuery
import com.tencent.supersonic.headless.server.persistence.repository.MetricRepository;
import com.tencent.supersonic.headless.server.pojo.MetaFilter;
import com.tencent.supersonic.headless.server.pojo.MetricFilter;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import com.tencent.supersonic.headless.server.service.CollectService;
import com.tencent.supersonic.headless.server.service.DomainService;
import com.tencent.supersonic.headless.server.service.MetricService;
@@ -46,6 +48,7 @@ import org.springframework.context.ApplicationEventPublisher;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Date;
import java.util.HashMap;
import java.util.HashSet;
@@ -184,9 +187,7 @@ public class MetricServiceImpl implements MetricService {
public PageInfo<MetricResp> queryMetric(PageMetricReq pageMetricReq, User user) {
MetricFilter metricFilter = new MetricFilter();
BeanUtils.copyProperties(pageMetricReq, metricFilter);
Set<DomainResp> domainResps = domainService.getDomainChildren(pageMetricReq.getDomainIds());
List<Long> domainIds = domainResps.stream().map(DomainResp::getId).collect(Collectors.toList());
List<ModelResp> modelResps = modelService.getModelByDomainIds(domainIds);
List<ModelResp> modelResps = modelService.getAllModelByDomainIds(pageMetricReq.getDomainIds());
List<Long> modelIds = modelResps.stream().map(ModelResp::getId).collect(Collectors.toList());
pageMetricReq.getModelIds().addAll(modelIds);
metricFilter.setModelIds(pageMetricReq.getModelIds());
@@ -230,28 +231,44 @@ public class MetricServiceImpl implements MetricService {
}
private List<MetricResp> filterByField(List<MetricResp> metricResps, List<String> fields) {
List<MetricResp> metricRespFiltered = Lists.newArrayList();
Set<MetricResp> metricRespFiltered = Sets.newHashSet();
for (MetricResp metricResp : metricResps) {
for (String field : fields) {
if (MetricDefineType.METRIC.equals(metricResp.getMetricDefineType())) {
List<Long> ids = metricResp.getMetricDefineByMetricParams().getMetrics()
.stream().map(MetricParam::getId).collect(Collectors.toList());
List<MetricResp> metricById = metricResps.stream()
.filter(metric -> ids.contains(metric.getId()))
.collect(Collectors.toList());
for (MetricResp metric : metricById) {
if (metric.getExpr().contains(field)) {
metricRespFiltered.add(metricResp);
}
}
} else {
if (metricResp.getExpr().contains(field)) {
metricRespFiltered.add(metricResp);
}
filterByField(metricResps, metricResp, fields, metricRespFiltered);
}
return new ArrayList<>(metricRespFiltered);
}
private boolean filterByField(List<MetricResp> metricResps, MetricResp metricResp,
List<String> fields, Set<MetricResp> metricRespFiltered) {
if (MetricDefineType.METRIC.equals(metricResp.getMetricDefineType())) {
List<Long> ids = metricResp.getMetricDefineByMetricParams().getMetrics()
.stream().map(MetricParam::getId).collect(Collectors.toList());
List<MetricResp> metricById = metricResps.stream()
.filter(metric -> ids.contains(metric.getId()))
.collect(Collectors.toList());
for (MetricResp metric : metricById) {
if (filterByField(metricResps, metric, fields, metricRespFiltered)) {
metricRespFiltered.add(metricResp);
return true;
}
}
} else if (MetricDefineType.FIELD.equals(metricResp.getMetricDefineType())) {
if (fields.stream().anyMatch(field -> metricResp.getExpr().contains(field))) {
metricRespFiltered.add(metricResp);
return true;
}
} else if (MetricDefineType.MEASURE.equals(metricResp.getMetricDefineType())) {
List<MeasureParam> measures = metricResp.getMetricDefineByMeasureParams().getMeasures();
List<String> fieldNameDepended = measures.stream().map(MeasureParam::getBizName)
//measure bizName = model bizName_fieldName
.map(name -> name.replaceFirst(metricResp.getModelBizName() + "_", ""))
.collect(Collectors.toList());
if (fields.stream().anyMatch(fieldNameDepended::contains)) {
metricRespFiltered.add(metricResp);
return true;
}
}
return metricRespFiltered;
return false;
}
@Override
@@ -343,7 +360,12 @@ public class MetricServiceImpl implements MetricService {
}
if (metricResp.getRelateDimension() != null
&& !CollectionUtils.isEmpty(metricResp.getRelateDimension().getDrillDownDimensions())) {
drillDownDimensions.addAll(metricResp.getRelateDimension().getDrillDownDimensions());
for (DrillDownDimension drillDownDimension : metricResp.getRelateDimension().getDrillDownDimensions()) {
if (drillDownDimension.isInheritedFromModel() && !drillDownDimension.isNecessary()) {
continue;
}
drillDownDimensions.add(drillDownDimension);
}
}
ModelResp modelResp = modelService.getModel(metricResp.getModelId());
if (modelResp.getDrillDownDimensions() == null) {
@@ -435,6 +457,12 @@ public class MetricServiceImpl implements MetricService {
sendEventBatch(metricDOS, eventType);
}
@Override
public List<MetricResp> queryMetrics(MetricsFilter metricsFilter) {
List<MetricDO> metricDOS = metricRepository.getMetrics(metricsFilter);
return convertList(metricDOS, new ArrayList<>());
}
private void sendEventBatch(List<MetricDO> metricDOS, EventType eventType) {
List<DataItem> dataItems = metricDOS.stream().map(this::getDataItem)
.collect(Collectors.toList());

View File

@@ -81,13 +81,13 @@ public class ModelServiceImpl implements ModelService {
private DateInfoRepository dateInfoRepository;
public ModelServiceImpl(ModelRepository modelRepository,
DatabaseService databaseService,
@Lazy DimensionService dimensionService,
@Lazy MetricService metricService,
DomainService domainService,
UserService userService,
ViewService viewService,
DateInfoRepository dateInfoRepository) {
DatabaseService databaseService,
@Lazy DimensionService dimensionService,
@Lazy MetricService metricService,
DomainService domainService,
UserService userService,
ViewService viewService,
DateInfoRepository dateInfoRepository) {
this.modelRepository = modelRepository;
this.databaseService = databaseService;
this.dimensionService = dimensionService;
@@ -350,6 +350,13 @@ public class ModelServiceImpl implements ModelService {
domainIds.contains(modelResp.getDomainId())).collect(Collectors.toList());
}
@Override
public List<ModelResp> getAllModelByDomainIds(List<Long> domainIds) {
Set<DomainResp> domainResps = domainService.getDomainChildren(domainIds);
List<Long> allDomainIds = domainResps.stream().map(DomainResp::getId).collect(Collectors.toList());
return getModelByDomainIds(allDomainIds);
}
@Override
public ModelResp getModel(Long id) {
ModelDO modelDO = getModelDO(id);

View File

@@ -13,6 +13,7 @@ import com.tencent.supersonic.common.pojo.exception.InvalidArgumentException;
import com.tencent.supersonic.headless.api.pojo.Dim;
import com.tencent.supersonic.headless.api.pojo.Item;
import com.tencent.supersonic.headless.api.pojo.QueryParam;
import com.tencent.supersonic.headless.api.pojo.SchemaItem;
import com.tencent.supersonic.headless.api.pojo.SingleItemQueryResult;
import com.tencent.supersonic.headless.api.pojo.request.ExplainSqlReq;
import com.tencent.supersonic.headless.api.pojo.request.ItemUseReq;
@@ -44,13 +45,24 @@ import com.tencent.supersonic.headless.server.annotation.S2DataPermission;
import com.tencent.supersonic.headless.server.aspect.ApiHeaderCheckAspect;
import com.tencent.supersonic.headless.server.manager.SemanticSchemaManager;
import com.tencent.supersonic.headless.server.pojo.DimensionFilter;
import com.tencent.supersonic.headless.server.pojo.DimensionsFilter;
import com.tencent.supersonic.headless.server.pojo.MetricsFilter;
import com.tencent.supersonic.headless.server.pojo.ModelCluster;
import com.tencent.supersonic.headless.server.service.AppService;
import com.tencent.supersonic.headless.server.service.Catalog;
import com.tencent.supersonic.headless.server.service.DimensionService;
import com.tencent.supersonic.headless.server.service.MetricService;
import com.tencent.supersonic.headless.server.service.ModelService;
import com.tencent.supersonic.headless.server.service.QueryService;
import com.tencent.supersonic.headless.server.utils.ModelClusterBuilder;
import com.tencent.supersonic.headless.server.utils.QueryReqConverter;
import com.tencent.supersonic.headless.server.utils.QueryUtils;
import com.tencent.supersonic.headless.server.utils.StatUtils;
import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Objects;
@@ -60,6 +72,7 @@ import javax.servlet.http.HttpServletRequest;
import lombok.SneakyThrows;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.collections.CollectionUtils;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
@@ -79,6 +92,12 @@ public class QueryServiceImpl implements QueryService {
private final QueryPlanner queryPlanner;
private final MetricService metricService;
private final ModelService modelService;
private final DimensionService dimensionService;
public QueryServiceImpl(
StatUtils statUtils,
QueryUtils queryUtils,
@@ -88,7 +107,10 @@ public class QueryServiceImpl implements QueryService {
QueryCache queryCache,
SemanticSchemaManager semanticSchemaManager,
DefaultQueryParser queryParser,
QueryPlanner queryPlanner) {
QueryPlanner queryPlanner,
MetricService metricService,
ModelService modelService,
DimensionService dimensionService) {
this.statUtils = statUtils;
this.queryUtils = queryUtils;
this.queryReqConverter = queryReqConverter;
@@ -98,6 +120,9 @@ public class QueryServiceImpl implements QueryService {
this.semanticSchemaManager = semanticSchemaManager;
this.queryParser = queryParser;
this.queryPlanner = queryPlanner;
this.metricService = metricService;
this.modelService = modelService;
this.dimensionService = dimensionService;
}
@Override
@@ -241,8 +266,130 @@ public class QueryServiceImpl implements QueryService {
}
@Override
public SemanticQueryResp queryByMetric(QueryMetricReq queryMetricReq, User user) throws Exception {
return null;
public SemanticQueryResp queryByMetric(QueryMetricReq queryMetricReq, User user) {
QueryStructReq queryStructReq = buildQueryStructReq(queryMetricReq);
return queryByReq(queryStructReq.convert(), user);
}
private QueryStructReq buildQueryStructReq(QueryMetricReq queryMetricReq) {
//1. If a domainId exists, the modelIds obtained from the domainId.
Set<Long> modelIdsByDomainId = getModelIdsByDomainId(queryMetricReq);
//2. get metrics and dimensions
List<MetricResp> metricResps = getMetricResps(queryMetricReq, modelIdsByDomainId);
List<DimensionResp> dimensionResps = getDimensionResps(queryMetricReq, modelIdsByDomainId);
//3. choose ModelCluster
Set<Long> modelIds = getModelIds(modelIdsByDomainId, metricResps, dimensionResps);
ModelCluster modelCluster = getModelCluster(metricResps, modelIds);
//4. set groups
List<String> dimensionBizNames = dimensionResps.stream()
.filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
.map(entry -> entry.getBizName()).collect(Collectors.toList());
QueryStructReq queryStructReq = new QueryStructReq();
if (CollectionUtils.isNotEmpty(dimensionBizNames)) {
queryStructReq.setGroups(dimensionBizNames);
}
//5. set aggregators
List<String> metricBizNames = metricResps.stream()
.filter(entry -> modelCluster.getModelIds().contains(entry.getModelId()))
.map(entry -> entry.getBizName()).collect(Collectors.toList());
if (CollectionUtils.isEmpty(metricBizNames)) {
throw new IllegalArgumentException("Invalid input parameters, unable to obtain valid metrics");
}
List<Aggregator> aggregators = new ArrayList<>();
for (String metricBizName : metricBizNames) {
Aggregator aggregator = new Aggregator();
aggregator.setColumn(metricBizName);
aggregators.add(aggregator);
}
queryStructReq.setAggregators(aggregators);
queryStructReq.setLimit(queryMetricReq.getLimit());
//6. set modelIds
for (Long modelId : modelCluster.getModelIds()) {
queryStructReq.addModelId(modelId);
}
//7. set dateInfo
queryStructReq.setDateInfo(queryMetricReq.getDateInfo());
return queryStructReq;
}
private QueryStructReq buildQueryStructReq(List<DimensionResp> dimensionResps,
MetricResp metricResp, DateConf dateConf, Long limit) {
Set<Long> modelIds = dimensionResps.stream().map(DimensionResp::getModelId).collect(Collectors.toSet());
modelIds.add(metricResp.getModelId());
QueryStructReq queryStructReq = new QueryStructReq();
queryStructReq.setGroups(dimensionResps.stream()
.map(DimensionResp::getBizName).collect(Collectors.toList()));
queryStructReq.getGroups().add(0, getTimeDimension(dateConf));
Aggregator aggregator = new Aggregator();
aggregator.setColumn(metricResp.getBizName());
queryStructReq.setAggregators(Lists.newArrayList(aggregator));
queryStructReq.setDateInfo(dateConf);
queryStructReq.setModelIds(modelIds);
queryStructReq.setLimit(limit);
return queryStructReq;
}
private ModelCluster getModelCluster(List<MetricResp> metricResps, Set<Long> modelIds) {
Map<String, ModelCluster> modelClusterMap = ModelClusterBuilder.buildModelClusters(new ArrayList<>(modelIds));
Map<String, List<SchemaItem>> modelClusterToMatchCount = new HashMap<>();
for (ModelCluster modelCluster : modelClusterMap.values()) {
for (MetricResp metricResp : metricResps) {
if (modelCluster.getModelIds().contains(metricResp.getModelId())) {
modelClusterToMatchCount.computeIfAbsent(modelCluster.getKey(), k -> new ArrayList<>())
.add(metricResp);
}
}
}
String keyWithMaxSize = modelClusterToMatchCount.entrySet().stream()
.max(Comparator.comparingInt(entry -> entry.getValue().size()))
.map(Map.Entry::getKey)
.orElse(null);
return modelClusterMap.get(keyWithMaxSize);
}
private Set<Long> getModelIds(Set<Long> modelIdsByDomainId, List<MetricResp> metricResps,
List<DimensionResp> dimensionResps) {
Set<Long> result = new HashSet<>();
if (CollectionUtils.isNotEmpty(modelIdsByDomainId)) {
result.addAll(modelIdsByDomainId);
return result;
}
Set<Long> metricModelIds = metricResps.stream().map(entry -> entry.getModelId())
.collect(Collectors.toSet());
result.addAll(metricModelIds);
Set<Long> dimensionModelIds = dimensionResps.stream().map(entry -> entry.getModelId())
.collect(Collectors.toSet());
result.addAll(dimensionModelIds);
return result;
}
private List<DimensionResp> getDimensionResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
DimensionsFilter dimensionsFilter = new DimensionsFilter();
BeanUtils.copyProperties(queryMetricReq, dimensionsFilter);
dimensionsFilter.setModelIds(new ArrayList<>(modelIds));
List<DimensionResp> dimensionResps = dimensionService.queryDimensions(dimensionsFilter);
return dimensionResps;
}
private List<MetricResp> getMetricResps(QueryMetricReq queryMetricReq, Set<Long> modelIds) {
MetricsFilter metricsFilter = new MetricsFilter();
BeanUtils.copyProperties(queryMetricReq, metricsFilter);
metricsFilter.setModelIds(new ArrayList<>(modelIds));
return metricService.queryMetrics(metricsFilter);
}
private Set<Long> getModelIdsByDomainId(QueryMetricReq queryMetricReq) {
List<ModelResp> modelResps = modelService.getAllModelByDomainIds(
Collections.singletonList(queryMetricReq.getDomainId()));
return modelResps.stream().map(ModelResp::getId).collect(Collectors.toSet());
}
private SingleItemQueryResult dataQuery(Integer appId, Item item, DateConf dateConf, Long limit) throws Exception {
@@ -271,23 +418,6 @@ public class QueryServiceImpl implements QueryService {
return appService.getApp(appId);
}
private QueryStructReq buildQueryStructReq(List<DimensionResp> dimensionResps,
MetricResp metricResp, DateConf dateConf, Long limit) {
Set<Long> modelIds = dimensionResps.stream().map(DimensionResp::getModelId).collect(Collectors.toSet());
modelIds.add(metricResp.getModelId());
QueryStructReq queryStructReq = new QueryStructReq();
queryStructReq.setGroups(dimensionResps.stream()
.map(DimensionResp::getBizName).collect(Collectors.toList()));
queryStructReq.getGroups().add(0, getTimeDimension(dateConf));
Aggregator aggregator = new Aggregator();
aggregator.setColumn(metricResp.getBizName());
queryStructReq.setAggregators(Lists.newArrayList(aggregator));
queryStructReq.setDateInfo(dateConf);
queryStructReq.setModelIds(modelIds);
queryStructReq.setLimit(limit);
return queryStructReq;
}
private String getTimeDimension(DateConf dateConf) {
if (Constants.MONTH.equals(dateConf.getPeriod())) {
return TimeDimensionEnum.MONTH.getName();

View File

@@ -64,6 +64,13 @@ public class SchemaServiceImpl implements SchemaService {
protected final Cache<String, List<ItemUseResp>> itemUseCache =
CacheBuilder.newBuilder().expireAfterWrite(1, TimeUnit.DAYS).build();
protected final Cache<ViewFilterReq, List<ViewSchemaResp>> viewSchemaCache =
CacheBuilder.newBuilder().expireAfterWrite(30, TimeUnit.SECONDS).build();
protected final Cache<SchemaFilterReq, SemanticSchemaResp> semanticSchemaCache =
CacheBuilder.newBuilder().expireAfterWrite(30, TimeUnit.SECONDS).build();
private final StatUtils statUtils;
private final ModelService modelService;
private final DimensionService dimensionService;
@@ -91,6 +98,22 @@ public class SchemaServiceImpl implements SchemaService {
@SneakyThrows
@Override
public List<ViewSchemaResp> fetchViewSchema(ViewFilterReq filter) {
List<ViewSchemaResp> viewList = viewSchemaCache.getIfPresent(filter);
if (CollectionUtils.isEmpty(viewList)) {
viewList = buildViewSchema(filter);
viewSchemaCache.put(filter, viewList);
}
return viewList;
}
public ViewSchemaResp fetchViewSchema(Long viewId) {
if (viewId == null) {
return null;
}
return fetchViewSchema(new ViewFilterReq(viewId)).stream().findFirst().orElse(null);
}
public List<ViewSchemaResp> buildViewSchema(ViewFilterReq filter) {
List<ViewSchemaResp> viewSchemaResps = new ArrayList<>();
List<Long> viewIds = filter.getViewIds();
MetaFilter metaFilter = new MetaFilter();
@@ -127,13 +150,6 @@ public class SchemaServiceImpl implements SchemaService {
return viewSchemaResps;
}
public ViewSchemaResp fetchViewSchema(Long viewId) {
if (viewId == null) {
return null;
}
return fetchViewSchema(new ViewFilterReq(viewId)).stream().findFirst().orElse(null);
}
public List<ModelSchemaResp> fetchModelSchemaResps(List<Long> modelIds) {
List<ModelSchemaResp> modelSchemaResps = Lists.newArrayList();
if (CollectionUtils.isEmpty(modelIds)) {
@@ -258,8 +274,7 @@ public class SchemaServiceImpl implements SchemaService {
return viewService.getViewList(metaFilter);
}
@Override
public SemanticSchemaResp fetchSemanticSchema(SchemaFilterReq schemaFilterReq) {
public SemanticSchemaResp buildSemanticSchema(SchemaFilterReq schemaFilterReq) {
SemanticSchemaResp semanticSchemaResp = new SemanticSchemaResp();
semanticSchemaResp.setViewId(schemaFilterReq.getViewId());
semanticSchemaResp.setModelIds(schemaFilterReq.getModelIds());
@@ -294,6 +309,16 @@ public class SchemaServiceImpl implements SchemaService {
return semanticSchemaResp;
}
@Override
public SemanticSchemaResp fetchSemanticSchema(SchemaFilterReq schemaFilterReq) {
SemanticSchemaResp semanticSchemaResp = semanticSchemaCache.getIfPresent(schemaFilterReq);
if (semanticSchemaResp == null) {
semanticSchemaResp = buildSemanticSchema(schemaFilterReq);
semanticSchemaCache.put(schemaFilterReq, semanticSchemaResp);
}
return semanticSchemaResp;
}
@SneakyThrows
@Override
public List<ItemUseResp> getStatInfo(ItemUseReq itemUseReq) {

View File

@@ -10,17 +10,29 @@ import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.common.pojo.enums.AuthType;
import com.tencent.supersonic.common.pojo.enums.StatusEnum;
import com.tencent.supersonic.common.pojo.enums.TypeEnums;
import com.tencent.supersonic.common.pojo.exception.InvalidArgumentException;
import com.tencent.supersonic.common.util.BeanMapper;
import com.tencent.supersonic.headless.api.pojo.QueryConfig;
import com.tencent.supersonic.headless.api.pojo.ViewDetail;
import com.tencent.supersonic.headless.api.pojo.request.ViewReq;
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.MetricResp;
import com.tencent.supersonic.headless.api.pojo.response.ViewResp;
import com.tencent.supersonic.headless.server.persistence.dataobject.ViewDO;
import com.tencent.supersonic.headless.server.persistence.mapper.ViewDOMapper;
import com.tencent.supersonic.headless.server.pojo.MetaFilter;
import com.tencent.supersonic.headless.server.service.DimensionService;
import com.tencent.supersonic.headless.server.service.DomainService;
import com.tencent.supersonic.headless.server.service.MetricService;
import com.tencent.supersonic.headless.server.service.ViewService;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.tuple.Pair;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Lazy;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import java.util.Arrays;
import java.util.Comparator;
import java.util.Date;
@@ -29,12 +41,8 @@ import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.TimeUnit;
import java.util.function.Function;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.tuple.Pair;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
@Service
public class ViewServiceImpl
@@ -46,21 +54,33 @@ public class ViewServiceImpl
@Autowired
private DomainService domainService;
@Lazy
@Autowired
private DimensionService dimensionService;
@Lazy
@Autowired
private MetricService metricService;
@Override
public ViewResp save(ViewReq viewReq, User user) {
viewReq.createdBy(user.getName());
ViewDO viewDO = convert(viewReq);
viewDO.setStatus(StatusEnum.ONLINE.getCode());
ViewResp viewResp = convert(viewDO);
conflictCheck(viewResp);
save(viewDO);
return convert(viewDO);
return viewResp;
}
@Override
public ViewResp update(ViewReq viewReq, User user) {
viewReq.updatedBy(user.getName());
ViewDO viewDO = convert(viewReq);
ViewResp viewResp = convert(viewDO);
conflictCheck(viewResp);
updateById(viewDO);
return convert(viewDO);
return viewResp;
}
@Override
@@ -78,6 +98,9 @@ public class ViewServiceImpl
if (!CollectionUtils.isEmpty(metaFilter.getIds())) {
wrapper.lambda().in(ViewDO::getId, metaFilter.getIds());
}
if (metaFilter.getStatus() != null) {
wrapper.lambda().eq(ViewDO::getStatus, metaFilter.getStatus());
}
wrapper.lambda().ne(ViewDO::getStatus, StatusEnum.DELETED.getCode());
return list(wrapper).stream().map(this::convert).collect(Collectors.toList());
}
@@ -175,4 +198,46 @@ public class ViewServiceImpl
viewResp -> viewResp.getAllModels().stream().map(modelId -> Pair.of(modelId, viewResp.getId())))
.collect(Collectors.groupingBy(Pair::getLeft, Collectors.mapping(Pair::getRight, Collectors.toList())));
}
private void conflictCheck(ViewResp viewResp) {
List<Long> allDimensionIds = viewResp.getAllDimensions();
List<Long> allMetricIds = viewResp.getAllMetrics();
MetaFilter metaFilter = new MetaFilter();
if (!CollectionUtils.isEmpty(allDimensionIds)) {
metaFilter.setIds(allDimensionIds);
List<DimensionResp> dimensionResps = dimensionService.getDimensions(metaFilter);
List<String> duplicateDimensionNames = findDuplicates(dimensionResps, DimensionResp::getName);
List<String> duplicateDimensionBizNames = findDuplicates(dimensionResps, DimensionResp::getBizName);
if (!duplicateDimensionNames.isEmpty()) {
throw new InvalidArgumentException("存在相同的维度名: " + duplicateDimensionNames);
}
if (!duplicateDimensionBizNames.isEmpty()) {
throw new InvalidArgumentException("存在相同的维度英文名: " + duplicateDimensionBizNames);
}
}
if (!CollectionUtils.isEmpty(allMetricIds)) {
metaFilter.setIds(allMetricIds);
List<MetricResp> metricResps = metricService.getMetrics(metaFilter);
List<String> duplicateMetricNames = findDuplicates(metricResps, MetricResp::getName);
List<String> duplicateMetricBizNames = findDuplicates(metricResps, MetricResp::getBizName);
if (!duplicateMetricNames.isEmpty()) {
throw new InvalidArgumentException("存在相同的指标名: " + duplicateMetricNames);
}
if (!duplicateMetricBizNames.isEmpty()) {
throw new InvalidArgumentException("存在相同的指标英文名: " + duplicateMetricBizNames);
}
}
}
private <T, R> List<String> findDuplicates(List<T> list, Function<T, R> keyExtractor) {
return list.stream()
.collect(Collectors.groupingBy(keyExtractor, Collectors.counting()))
.entrySet().stream()
.filter(entry -> entry.getValue() > 1)
.map(Map.Entry::getKey)
.map(Object::toString)
.collect(Collectors.toList());
}
}

View File

@@ -63,7 +63,6 @@ public class DatabaseConverter {
BeanUtils.copyProperties(databaseDO, databaseResp);
ConnectInfo connectInfo = JSONObject.parseObject(databaseDO.getConfig(), ConnectInfo.class);
databaseResp.setUrl(connectInfo.getUrl());
databaseResp.setPassword(connectInfo.getPassword());
databaseResp.setUsername(connectInfo.getUserName());
databaseResp.setDatabase(connectInfo.getDatabase());
if (StringUtils.isNotBlank(databaseDO.getAdmin())) {
@@ -75,4 +74,11 @@ public class DatabaseConverter {
return databaseResp;
}
public static DatabaseResp convertWithPassword(DatabaseDO databaseDO) {
DatabaseResp databaseResp = convert(databaseDO);
ConnectInfo connectInfo = JSONObject.parseObject(databaseDO.getConfig(), ConnectInfo.class);
databaseResp.setPassword(connectInfo.getPassword());
return databaseResp;
}
}

View File

@@ -1,5 +1,10 @@
package com.tencent.supersonic.headless.server.utils;
import static com.tencent.supersonic.common.pojo.Constants.AND_UPPER;
import static com.tencent.supersonic.common.pojo.Constants.APOSTROPHE;
import static com.tencent.supersonic.common.pojo.Constants.COMMA;
import static com.tencent.supersonic.common.pojo.Constants.SPACE;
import com.google.common.base.Strings;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.common.pojo.Aggregator;
@@ -31,11 +36,6 @@ import com.tencent.supersonic.headless.server.service.DimensionService;
import com.tencent.supersonic.headless.server.service.MetricService;
import com.tencent.supersonic.headless.server.service.ModelService;
import com.tencent.supersonic.headless.server.service.QueryService;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import java.time.LocalDate;
import java.time.format.DateTimeFormatter;
import java.util.ArrayList;
@@ -48,11 +48,10 @@ import java.util.Map;
import java.util.Objects;
import java.util.Set;
import java.util.StringJoiner;
import static com.tencent.supersonic.common.pojo.Constants.AND_UPPER;
import static com.tencent.supersonic.common.pojo.Constants.APOSTROPHE;
import static com.tencent.supersonic.common.pojo.Constants.COMMA;
import static com.tencent.supersonic.common.pojo.Constants.SPACE;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
@Component
public class DictUtils {
@@ -79,9 +78,9 @@ public class DictUtils {
private final ModelService modelService;
public DictUtils(DimensionService dimensionService,
MetricService metricService,
QueryService queryService,
ModelService modelService) {
MetricService metricService,
QueryService queryService,
ModelService modelService) {
this.dimensionService = dimensionService;
this.metricService = metricService;
this.queryService = queryService;
@@ -222,7 +221,7 @@ public class DictUtils {
&& Objects.nonNull(dictItemResp.getConfig().getMetricId())) {
// 查询默认指标
QueryStructReq queryStructReq = generateQueryStruct(dictItemResp);
return queryStructReq.convert(queryStructReq, true);
return queryStructReq.convert(true);
}
// count(1) 作为指标
return constructQuerySqlReq(dictItemResp);

View File

@@ -72,6 +72,7 @@ public class MetricConverter {
ModelResp modelResp = modelMap.get(metricDO.getModelId());
if (modelResp != null) {
metricResp.setModelName(modelResp.getName());
metricResp.setModelBizName(modelResp.getBizName());
metricResp.setDomainId(modelResp.getDomainId());
}
metricResp.setIsCollect(collect != null && collect.contains(metricDO.getId()));

View File

@@ -0,0 +1,47 @@
package com.tencent.supersonic.headless.server.utils;
import com.tencent.supersonic.common.util.ContextUtils;
import com.tencent.supersonic.headless.api.pojo.response.ModelSchemaResp;
import com.tencent.supersonic.headless.server.pojo.ModelCluster;
import com.tencent.supersonic.headless.server.service.SchemaService;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;
public class ModelClusterBuilder {
public static Map<String, ModelCluster> buildModelClusters(List<Long> modelIds) {
SchemaService schemaService = ContextUtils.getBean(SchemaService.class);
List<ModelSchemaResp> modelSchemaResps = schemaService.fetchModelSchemaResps(modelIds);
Map<Long, ModelSchemaResp> modelIdToModelSchema = modelSchemaResps.stream()
.collect(Collectors.toMap(ModelSchemaResp::getId, value -> value, (k1, k2) -> k1));
Set<Long> visited = new HashSet<>();
List<Set<Long>> modelClusters = new ArrayList<>();
for (ModelSchemaResp model : modelSchemaResps) {
if (!visited.contains(model.getId())) {
Set<Long> modelCluster = new HashSet<>();
dfs(model, modelIdToModelSchema, visited, modelCluster);
modelClusters.add(modelCluster);
}
}
return modelClusters.stream().map(ModelCluster::build)
.collect(Collectors.toMap(ModelCluster::getKey, value -> value, (k1, k2) -> k1));
}
private static void dfs(ModelSchemaResp model, Map<Long, ModelSchemaResp> modelMap,
Set<Long> visited, Set<Long> modelCluster) {
visited.add(model.getId());
modelCluster.add(model.getId());
for (Long neighborId : model.getModelClusterSet()) {
if (!visited.contains(neighborId)) {
dfs(modelMap.get(neighborId), modelMap, visited, modelCluster);
}
}
}
}

View File

@@ -167,4 +167,40 @@
</select>
<select id="queryDimensions" resultMap="ResultMapWithBLOBs">
select *
from s2_dimension
where status != 3
<if test="modelIds != null and modelIds.size >0">
and model_id in
<foreach collection="modelIds" index="index" item="model" open="(" close=")"
separator=",">
#{model}
</foreach>
</if>
<if test="dimensionIds != null and dimensionIds.size >0">
and id in
<foreach collection="dimensionIds" index="index" item="dimensionId" open="(" close=")"
separator=",">
#{dimensionId}
</foreach>
</if>
<if test="dimensionNames != null and dimensionNames.size > 0">
AND (
(name IN
<foreach collection="dimensionNames" index="index" item="dimensionName" open="(" close=")"
separator=",">
#{dimensionName}
</foreach>)
OR
(biz_name IN
<foreach collection="dimensionNames" index="index" item="dimensionName" open="(" close=")"
separator=",">
#{dimensionName}
</foreach>)
)
</if>
</select>
</mapper>

View File

@@ -2,27 +2,29 @@
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
"http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.tencent.supersonic.headless.server.persistence.mapper.MetricDOCustomMapper">
<resultMap id="BaseResultMap" type="com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO">
<id column="id" jdbcType="BIGINT" property="id" />
<result column="model_id" jdbcType="BIGINT" property="modelId" />
<result column="name" jdbcType="VARCHAR" property="name" />
<result column="biz_name" jdbcType="VARCHAR" property="bizName" />
<result column="description" jdbcType="VARCHAR" property="description" />
<result column="status" jdbcType="INTEGER" property="status" />
<result column="sensitive_level" jdbcType="INTEGER" property="sensitiveLevel" />
<result column="type" jdbcType="VARCHAR" property="type" />
<result column="created_at" jdbcType="TIMESTAMP" property="createdAt" />
<result column="created_by" jdbcType="VARCHAR" property="createdBy" />
<result column="updated_at" jdbcType="TIMESTAMP" property="updatedAt" />
<result column="updated_by" jdbcType="VARCHAR" property="updatedBy" />
<result column="data_format_type" jdbcType="VARCHAR" property="dataFormatType" />
<result column="data_format" jdbcType="VARCHAR" property="dataFormat" />
<result column="alias" jdbcType="VARCHAR" property="alias" />
<result column="tags" jdbcType="VARCHAR" property="tags" />
<result column="define_type" jdbcType="VARCHAR" property="defineType" />
<resultMap id="BaseResultMap"
type="com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO">
<id column="id" jdbcType="BIGINT" property="id"/>
<result column="model_id" jdbcType="BIGINT" property="modelId"/>
<result column="name" jdbcType="VARCHAR" property="name"/>
<result column="biz_name" jdbcType="VARCHAR" property="bizName"/>
<result column="description" jdbcType="VARCHAR" property="description"/>
<result column="status" jdbcType="INTEGER" property="status"/>
<result column="sensitive_level" jdbcType="INTEGER" property="sensitiveLevel"/>
<result column="type" jdbcType="VARCHAR" property="type"/>
<result column="created_at" jdbcType="TIMESTAMP" property="createdAt"/>
<result column="created_by" jdbcType="VARCHAR" property="createdBy"/>
<result column="updated_at" jdbcType="TIMESTAMP" property="updatedAt"/>
<result column="updated_by" jdbcType="VARCHAR" property="updatedBy"/>
<result column="data_format_type" jdbcType="VARCHAR" property="dataFormatType"/>
<result column="data_format" jdbcType="VARCHAR" property="dataFormat"/>
<result column="alias" jdbcType="VARCHAR" property="alias"/>
<result column="tags" jdbcType="VARCHAR" property="tags"/>
<result column="define_type" jdbcType="VARCHAR" property="defineType"/>
</resultMap>
<resultMap extends="BaseResultMap" id="ResultMapWithBLOBs" type="com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO">
<result column="type_params" jdbcType="LONGVARCHAR" property="typeParams" />
<resultMap extends="BaseResultMap" id="ResultMapWithBLOBs"
type="com.tencent.supersonic.headless.server.persistence.dataobject.MetricDO">
<result column="type_params" jdbcType="LONGVARCHAR" property="typeParams"/>
</resultMap>
<sql id="Example_Where_Clause">
<where>
@@ -56,14 +58,16 @@
</where>
</sql>
<sql id="Base_Column_List">
id, model_id, name, biz_name, description, status, sensitive_level, type, created_at,
id
, model_id, name, biz_name, description, status, sensitive_level, type, created_at,
created_by, updated_at, updated_by, data_format_type, data_format, alias, tags, define_type
</sql>
<sql id="Blob_Column_List">
type_params
</sql>
<insert id="batchInsert" parameterType="java.util.List" useGeneratedKeys="true" keyProperty="id">
<insert id="batchInsert" parameterType="java.util.List" useGeneratedKeys="true"
keyProperty="id">
insert into s2_metric (model_id, name,
biz_name, description, type,status,sensitive_level,
created_at, created_by, updated_at,
@@ -94,9 +98,9 @@
</update>
<select id="query" resultMap="ResultMapWithBLOBs">
select *
from s2_metric
where status != 3
select *
from s2_metric
where status != 3
<if test="type != null and type != ''">
and type = #{type}
</if>
@@ -126,14 +130,14 @@
<if test="modelIds != null and modelIds.size >0">
and model_id in
<foreach collection="modelIds" index="index" item="model" open="(" close=")"
separator=",">
separator=",">
#{model}
</foreach>
</if>
<if test="ids != null and ids.size >0">
and id in
<foreach collection="ids" index="index" item="id" open="(" close=")"
separator=",">
separator=",">
#{id}
</foreach>
</if>
@@ -142,4 +146,40 @@
</if>
</select>
<select id="queryMetrics" resultMap="ResultMapWithBLOBs">
select *
from s2_metric
where status != 3
<if test="modelIds != null and modelIds.size >0">
and model_id in
<foreach collection="modelIds" index="index" item="model" open="(" close=")"
separator=",">
#{model}
</foreach>
</if>
<if test="metricIds != null and metricIds.size >0">
and id in
<foreach collection="metricIds" index="index" item="metricId" open="(" close=")"
separator=",">
#{metricId}
</foreach>
</if>
<if test="metricNames != null and metricNames.size > 0">
AND (
(name IN
<foreach collection="metricNames" index="index" item="metricName" open="(" close=")"
separator=",">
#{metricName}
</foreach>)
OR
(biz_name IN
<foreach collection="metricNames" index="index" item="metricName" open="(" close=")"
separator=",">
#{metricName}
</foreach>)
)
</if>
</select>
</mapper>

View File

@@ -0,0 +1,71 @@
package com.tencent.supersonic.headless.server.utils;
import com.google.common.collect.Lists;
import com.tencent.supersonic.headless.api.pojo.Param;
import com.tencent.supersonic.headless.api.pojo.SqlVariable;
import com.tencent.supersonic.headless.api.pojo.enums.VariableValueType;
import com.tencent.supersonic.headless.core.utils.SqlVariableParseUtils;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Test;
import java.util.List;
public class SqlVariableParseUtilsTest {
@Test
void testParseSql_defaultVariableValue() {
String sql = "select * from t_$interval$ where id = $id$ and name = $name$";
List<SqlVariable> variables = Lists.newArrayList(mockNumSqlVariable(),
mockExprSqlVariable(), mockStrSqlVariable());
String actualSql = SqlVariableParseUtils.parse(sql, variables, Lists.newArrayList());
String expectedSql = "select * from t_d where id = 1 and name = 'tom'";
Assertions.assertEquals(expectedSql, actualSql);
}
@Test
void testParseSql() {
String sql = "select * from t_$interval$ where id = $id$ and name = $name$";
List<SqlVariable> variables = Lists.newArrayList(mockNumSqlVariable(),
mockExprSqlVariable(), mockStrSqlVariable());
List<Param> params = Lists.newArrayList(mockIdParam(), mockNameParam(), mockIntervalParam());
String actualSql = SqlVariableParseUtils.parse(sql, variables, params);
String expectedSql = "select * from t_wk where id = 2 and name = 'alice'";
Assertions.assertEquals(expectedSql, actualSql);
}
private SqlVariable mockNumSqlVariable() {
return mockSqlVariable("id", VariableValueType.NUMBER, 1);
}
private SqlVariable mockStrSqlVariable() {
return mockSqlVariable("name", VariableValueType.STRING, "tom");
}
private SqlVariable mockExprSqlVariable() {
return mockSqlVariable("interval", VariableValueType.EXPR, "d");
}
private SqlVariable mockSqlVariable(String name, VariableValueType variableValueType, Object value) {
SqlVariable sqlVariable = new SqlVariable();
sqlVariable.setName(name);
sqlVariable.setValueType(variableValueType);
sqlVariable.setDefaultValues(Lists.newArrayList(value));
return sqlVariable;
}
private Param mockIdParam() {
return mockParam("id", "2");
}
private Param mockNameParam() {
return mockParam("name", "alice");
}
private Param mockIntervalParam() {
return mockParam("interval", "wk");
}
private Param mockParam(String name, String value) {
return new Param(name, value);
}
}

View File

@@ -224,7 +224,7 @@ public class BenchMarkDemoDataLoader {
new ViewModelConfig(5L, Lists.newArrayList(8L), Lists.newArrayList()),
new ViewModelConfig(6L, Lists.newArrayList(9L, 10L), Lists.newArrayList()),
new ViewModelConfig(7L, Lists.newArrayList(11L, 12L), Lists.newArrayList()),
new ViewModelConfig(8L, Lists.newArrayList(13L, 14L, 15L), Lists.newArrayList(8L, 9L))
new ViewModelConfig(8L, Lists.newArrayList(13L, 14L), Lists.newArrayList(8L, 9L))
);
ViewDetail viewDetail = new ViewDetail();
viewDetail.setViewModelConfigs(viewModelConfigs);

View File

@@ -23,7 +23,6 @@ import com.tencent.supersonic.common.pojo.SysParameter;
import com.tencent.supersonic.common.pojo.enums.QueryType;
import com.tencent.supersonic.common.service.SysParameterService;
import com.tencent.supersonic.common.util.JsonUtil;
import com.tencent.supersonic.headless.server.service.KnowledgeService;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
@@ -53,8 +52,6 @@ public class ChatDemoLoader implements CommandLineRunner {
private AgentService agentService;
@Autowired
private SysParameterService sysParameterService;
@Autowired
private KnowledgeService knowledgeService;
@Value("${demo.enabled:false}")
private boolean demoEnabled;

View File

@@ -1,10 +1,10 @@
package com.tencent.supersonic;
import com.tencent.supersonic.chat.core.config.OptimizationConfig;
import com.tencent.supersonic.chat.core.parser.JavaLLMProxy;
import com.tencent.supersonic.chat.core.parser.sql.llm.SqlExamplarLoader;
import com.tencent.supersonic.chat.core.parser.sql.llm.SqlExample;
import com.tencent.supersonic.chat.core.utils.ComponentFactory;
import com.tencent.supersonic.common.config.EmbeddingConfig;
import java.util.List;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
@@ -20,7 +20,7 @@ public class EmbeddingInitListener implements CommandLineRunner {
@Autowired
private SqlExamplarLoader sqlExamplarLoader;
@Autowired
private OptimizationConfig optimizationConfig;
private EmbeddingConfig embeddingConfig;
@Override
public void run(String... args) {
@@ -31,7 +31,7 @@ public class EmbeddingInitListener implements CommandLineRunner {
try {
if (ComponentFactory.getLLMProxy() instanceof JavaLLMProxy) {
List<SqlExample> sqlExamples = sqlExamplarLoader.getSqlExamples();
String collectionName = optimizationConfig.getText2sqlCollectionName();
String collectionName = embeddingConfig.getText2sqlCollectionName();
sqlExamplarLoader.addEmbeddingStore(sqlExamples, collectionName);
}
} catch (Exception e) {

View File

@@ -46,4 +46,4 @@ com.tencent.supersonic.chat.server.processor.execute.ExecuteResultProcessor=\
com.tencent.supersonic.chat.server.processor.execute.MetricRatioProcessor
com.tencent.supersonic.common.util.embedding.S2EmbeddingStore=\
com.tencent.supersonic.common.util.embedding.InMemoryS2EmbeddingStore
com.tencent.supersonic.common.util.embedding.InMemoryS2EmbeddingStore

View File

@@ -42,6 +42,9 @@ metric:
mybatis:
mapper-locations=classpath:mappers/custom/*.xml,classpath*:/mappers/*.xml
corrector:
additional:
information: true
llm:
parser:

View File

@@ -183,7 +183,10 @@ CREATE TABLE s2_view(
created_at datetime,
created_by VARCHAR(255),
updated_at datetime,
updated_by VARCHAR(255)
updated_by VARCHAR(255),
query_config VARCHAR(3000),
`admin` varchar(3000) DEFAULT NULL,
`admin_org` varchar(3000) DEFAULT NULL
)ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
alter table s2_plugin change column model `view` varchar(100);

View File

@@ -5,14 +5,14 @@ dean _1_2 36
john _1_2 50
jack _1_2 38
admin _1_2 70
周杰伦 _2_7 100
陈奕迅 _2_7 100
林俊杰 _2_7 100
张碧晨 _2_7 100
程响 _2_7 100
Taylor#Swift _2_7 100
内地 _2_4 100
欧美 _2_4 100
港台 _2_4 100
流行 _2_6 100
国风 _2_6 100
周杰伦 _4_7 100
陈奕迅 _4_7 100
林俊杰 _4_7 100
张碧晨 _4_7 100
程响 _4_7 100
Taylor#Swift _4_7 100
内地 _4_4 100
欧美 _4_4 100
港台 _4_4 100
流行 _4_6 100
国风 _4_6 100

View File

@@ -1,6 +1,6 @@
p1 _2_3 52
p2 _2_3 47
p3 _2_3 31
p4 _2_3 36
p5 _2_3 50
p6 _2_3 38
p1 _3_3 52
p2 _3_3 47
p3 _3_3 31
p4 _3_3 36
p5 _3_3 50
p6 _3_3 38

View File

@@ -1,9 +1,9 @@
周杰伦 _2_7 9000
周深 _2_7 8000
周传雄 _2_7 7000
周华建 _2_7 6000
陈奕迅 _2_7 8000
林俊杰 _2_7 7000
张碧晨 _2_7 7000
程响 _2_7 7000
Taylor#Swift _2_7 7000
周杰伦 _4_7 9000
周深 _4_7 8000
周传雄 _4_7 7000
周华建 _4_7 6000
陈奕迅 _4_7 8000
林俊杰 _4_7 7000
张碧晨 _4_7 7000
程响 _4_7 7000
Taylor#Swift _4_7 7000

View File

@@ -1,4 +1,4 @@
美国 _3_8 1
加拿大 _3_8 1
锡尔赫特、吉大港、库斯蒂亚 _3_8 1
孟加拉国 _3_8 3
美国 _5_8 1
加拿大 _5_8 1
锡尔赫特、吉大港、库斯蒂亚 _5_8 1
孟加拉国 _5_8 3

View File

@@ -1,6 +1,6 @@
现代 _3_9 1
tagore _3_9 1
蓝调 _3_9 1
流行 _3_9 1
民间 _3_9 1
nazrul _3_9 1
现代 _5_9 1
tagore _5_9 1
蓝调 _5_9 1
流行 _5_9 1
民间 _5_9 1
nazrul _5_9 1

View File

@@ -1,4 +1,4 @@
美国 _3_11 1
印度 _3_11 2
英国 _3_11 1
孟加拉国 _3_11 2
美国 _6_11 1
印度 _6_11 2
英国 _6_11 1
孟加拉国 _6_11 2

View File

@@ -1,2 +1,2 @@
男性 _3_12 3
女性 _3_12 3
男性 _6_12 3
女性 _6_12 3

View File

@@ -1,2 +1,2 @@
mp4 _3_14 4
mp3 _3_14 2
mp4 _7_14 4
mp3 _7_14 2

View File

@@ -1,4 +1,4 @@
美国 _3_17 1
印度 _3_17 2
英国 _3_17 1
孟加拉国 _3_17 2
美国 _8_17 1
印度 _8_17 2
英国 _8_17 1
孟加拉国 _8_17 2

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