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https://github.com/tencentmusic/supersonic.git
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2 Commits
1e01f3ef60
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94e853f57e
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94e853f57e | ||
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5fa3607874 |
@@ -27,7 +27,7 @@ public class ErrorMsgRewriteProcessor implements ParseResultProcessor {
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private static final Logger keyPipelineLog = LoggerFactory.getLogger("keyPipeline");
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public static final String APP_KEY_ERROR_MESSAGE = "REWRITE_ERROR_MESSAGE";
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public static final String APP_KEY = "REWRITE_ERROR_MESSAGE";
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private static final String REWRITE_ERROR_MESSAGE_INSTRUCTION = ""
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+ "#Role: You are a data business partner who closely interacts with business people.\n"
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+ "#Task: Your will be provided with user input, system output and some examples, "
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@@ -38,7 +38,7 @@ public class ErrorMsgRewriteProcessor implements ParseResultProcessor {
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+ "#Examples: {{examples}}\n" + "#Response: ";
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public ErrorMsgRewriteProcessor() {
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ChatAppManager.register(APP_KEY_ERROR_MESSAGE,
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ChatAppManager.register(APP_KEY,
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ChatApp.builder().prompt(REWRITE_ERROR_MESSAGE_INSTRUCTION).name("异常提示改写")
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.appModule(AppModule.CHAT).description("通过大模型将异常信息改写为更友好和引导性的提示用语")
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.enable(true).build());
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@@ -46,7 +46,7 @@ public class ErrorMsgRewriteProcessor implements ParseResultProcessor {
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@Override
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public boolean accept(ParseContext parseContext) {
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ChatApp chatApp = parseContext.getAgent().getChatAppConfig().get(APP_KEY_ERROR_MESSAGE);
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ChatApp chatApp = parseContext.getAgent().getChatAppConfig().get(APP_KEY);
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return StringUtils.isNotBlank(parseContext.getResponse().getErrorMsg())
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&& Objects.nonNull(chatApp) && chatApp.isEnable();
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}
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@@ -54,16 +54,20 @@ public class ErrorMsgRewriteProcessor implements ParseResultProcessor {
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@Override
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public void process(ParseContext parseContext) {
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String errMsg = parseContext.getResponse().getErrorMsg();
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ChatApp chatApp = parseContext.getAgent().getChatAppConfig().get(APP_KEY_ERROR_MESSAGE);
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ChatApp chatApp = parseContext.getAgent().getChatAppConfig().get(APP_KEY);
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Map<String, Object> variables = new HashMap<>();
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variables.put("user_question", parseContext.getRequest().getQueryText());
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variables.put("system_message", errMsg);
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StringBuilder exampleStr = new StringBuilder();
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parseContext.getResponse().getUsedExemplars().forEach(e -> exampleStr.append(
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String.format("<Question:{%s},Schema:{%s}> ", e.getQuestion(), e.getDbSchema())));
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parseContext.getAgent().getExamples()
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.forEach(e -> exampleStr.append(String.format("<Question:{%s}> ", e)));
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if (parseContext.getResponse().getUsedExemplars() != null) {
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parseContext.getResponse().getUsedExemplars().forEach(e -> exampleStr.append(String
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.format("<Question:{%s},Schema:{%s}> ", e.getQuestion(), e.getDbSchema())));
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}
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if (parseContext.getAgent().getExamples() != null) {
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parseContext.getAgent().getExamples()
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.forEach(e -> exampleStr.append(String.format("<Question:{%s}> ", e)));
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}
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variables.put("examples", exampleStr);
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Prompt prompt = PromptTemplate.from(chatApp.getPrompt()).apply(variables);
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@@ -38,6 +38,10 @@ public class SqlReplaceHelper {
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private final static double replaceColumnThreshold = 0.4;
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public static String escapeTableName(String table) {
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return String.format("`%s`", table);
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}
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public static String replaceAggFields(String sql,
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Map<String, Pair<String, String>> fieldNameToAggMap) {
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Select selectStatement = SqlSelectHelper.getSelect(sql);
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@@ -228,7 +228,7 @@ public class SqlSelectHelper {
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statement = CCJSqlParserUtil.parse(sql);
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} catch (JSQLParserException e) {
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log.error("parse error, sql:{}", sql, e);
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return null;
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throw new RuntimeException(e);
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}
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if (statement instanceof ParenthesedSelect) {
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@@ -2,6 +2,7 @@ package com.tencent.supersonic.headless.api.pojo.request;
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import com.google.common.collect.Lists;
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import com.tencent.supersonic.common.jsqlparser.SqlAddHelper;
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import com.tencent.supersonic.common.jsqlparser.SqlReplaceHelper;
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import com.tencent.supersonic.common.pojo.Aggregator;
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import com.tencent.supersonic.common.pojo.Constants;
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import com.tencent.supersonic.common.pojo.DateConf;
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@@ -281,7 +282,7 @@ public class QueryStructReq extends SemanticQueryReq {
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public String getTableName() {
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if (StringUtils.isNotBlank(dataSetName)) {
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return dataSetName;
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return SqlReplaceHelper.escapeTableName(dataSetName);
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}
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if (dataSetId != null) {
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return Constants.TABLE_PREFIX + dataSetId;
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@@ -15,12 +15,19 @@ import com.tencent.supersonic.headless.api.pojo.request.QueryFilter;
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import com.tencent.supersonic.headless.api.pojo.request.QueryMultiStructReq;
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import com.tencent.supersonic.headless.api.pojo.request.QuerySqlReq;
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import com.tencent.supersonic.headless.api.pojo.request.QueryStructReq;
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import com.tencent.supersonic.headless.api.pojo.response.DataSetResp;
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import lombok.extern.slf4j.Slf4j;
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import org.apache.commons.lang3.StringUtils;
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import org.springframework.beans.BeanUtils;
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import org.springframework.util.CollectionUtils;
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import java.util.*;
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import java.util.ArrayList;
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import java.util.Collections;
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import java.util.HashSet;
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import java.util.LinkedHashSet;
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import java.util.List;
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import java.util.Objects;
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import java.util.Set;
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import java.util.stream.Collectors;
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@Slf4j
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@@ -97,15 +104,16 @@ public class QueryReqBuilder {
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* convert to QueryS2SQLReq
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*
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* @param querySql
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* @param dataSetId
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* @param dataSet
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* @return
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*/
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public static QuerySqlReq buildS2SQLReq(String querySql, Long dataSetId) {
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public static QuerySqlReq buildS2SQLReq(String querySql, DataSetResp dataSet) {
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QuerySqlReq querySQLReq = new QuerySqlReq();
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if (Objects.nonNull(querySql)) {
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querySQLReq.setSql(querySql);
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}
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querySQLReq.setDataSetId(dataSetId);
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querySQLReq.setDataSetId(dataSet.getId());
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querySQLReq.setDataSetName(dataSet.getName());
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return querySQLReq;
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}
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@@ -7,6 +7,7 @@ import com.tencent.supersonic.auth.api.authorization.request.QueryAuthResReq;
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import com.tencent.supersonic.auth.api.authorization.response.AuthorizedResourceResp;
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import com.tencent.supersonic.auth.api.authorization.service.AuthService;
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import com.tencent.supersonic.common.jsqlparser.SqlAddHelper;
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import com.tencent.supersonic.common.jsqlparser.SqlReplaceHelper;
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import com.tencent.supersonic.common.pojo.Filter;
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import com.tencent.supersonic.common.pojo.QueryAuthorization;
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import com.tencent.supersonic.common.pojo.User;
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@@ -73,6 +74,15 @@ public class S2DataPermissionAspect {
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SemanticQueryReq queryReq = null;
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if (objects[0] instanceof SemanticQueryReq) {
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queryReq = (SemanticQueryReq) objects[0];
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if (queryReq instanceof QuerySqlReq) {
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QuerySqlReq sqlReq = (QuerySqlReq) queryReq;
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if (sqlReq.getDataSetName() != null) {
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String escapedTable = SqlReplaceHelper.escapeTableName(sqlReq.getDataSetName());
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sqlReq.setSql(sqlReq.getSql().replaceAll(
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String.format(" %s ", sqlReq.getDataSetName()),
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String.format(" %s ", escapedTable)));
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}
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}
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}
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if (queryReq == null) {
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throw new InvalidArgumentException("queryReq is not Invalid");
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@@ -140,7 +140,8 @@ public class QueryUtils {
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|| type.equalsIgnoreCase("float") || type.equalsIgnoreCase("double")
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|| type.equalsIgnoreCase("real") || type.equalsIgnoreCase("numeric")
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|| type.toLowerCase().startsWith("decimal") || type.toLowerCase().startsWith("uint")
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|| type.toLowerCase().startsWith("int") || type.toLowerCase().equalsIgnoreCase("decfloat");
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|| type.toLowerCase().startsWith("int")
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|| type.toLowerCase().equalsIgnoreCase("decfloat");
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}
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private String getName(String nameEn) {
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@@ -20,6 +20,7 @@ import com.tencent.supersonic.headless.api.pojo.response.SemanticQueryResp;
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import com.tencent.supersonic.headless.server.facade.service.SemanticLayerService;
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import com.tencent.supersonic.headless.server.persistence.dataobject.DomainDO;
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import com.tencent.supersonic.headless.server.persistence.repository.DomainRepository;
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import com.tencent.supersonic.headless.server.service.DataSetService;
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import com.tencent.supersonic.headless.server.service.DatabaseService;
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import com.tencent.supersonic.headless.server.service.SchemaService;
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import com.tencent.supersonic.util.DataUtils;
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@@ -46,6 +47,8 @@ public class BaseTest extends BaseApplication {
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private AgentService agentService;
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@Autowired
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protected DatabaseService databaseService;
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@Autowired
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protected DataSetService dataSetService;
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protected Agent agent;
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protected SemanticSchema schema;
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@@ -2,6 +2,7 @@ package com.tencent.supersonic.headless;
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import com.tencent.supersonic.common.pojo.User;
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import com.tencent.supersonic.demo.S2VisitsDemo;
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import com.tencent.supersonic.headless.api.pojo.response.DataSetResp;
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import com.tencent.supersonic.headless.api.pojo.response.SemanticTranslateResp;
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import com.tencent.supersonic.headless.chat.utils.QueryReqBuilder;
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import org.junit.jupiter.api.BeforeEach;
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@@ -18,14 +19,15 @@ import static org.junit.Assert.assertTrue;
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public class TranslatorTest extends BaseTest {
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private Long dataSetId;
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private DataSetResp dataSet;
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@BeforeEach
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public void init() {
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agent = getAgentByName(S2VisitsDemo.AGENT_NAME);
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schema = schemaService.getSemanticSchema(agent.getDataSetIds());
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if (Objects.nonNull(agent)) {
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dataSetId = agent.getDataSetIds().stream().findFirst().get();
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long dataSetId = agent.getDataSetIds().stream().findFirst().get();
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dataSet = dataSetService.getDataSet(dataSetId);
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}
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}
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@@ -34,7 +36,7 @@ public class TranslatorTest extends BaseTest {
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String sql =
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"SELECT SUM(访问次数) AS _总访问次数_ FROM 超音数数据集 WHERE 数据日期 >= '2024-11-15' AND 数据日期 <= '2024-12-15'";
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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assertTrue(explain.getQuerySQL().contains("count(1)"));
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@@ -45,7 +47,7 @@ public class TranslatorTest extends BaseTest {
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public void testSql_1() throws Exception {
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String sql = "SELECT 部门, SUM(访问次数) AS 总访问次数 FROM 超音数PVUV统计 GROUP BY 部门 ";
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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assertTrue(explain.getQuerySQL().contains("department"));
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@@ -59,7 +61,7 @@ public class TranslatorTest extends BaseTest {
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String sql =
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"WITH _department_visits_ AS (SELECT 部门, SUM(访问次数) AS _total_visits_ FROM 超音数数据集 WHERE 数据日期 >= '2024-11-15' AND 数据日期 <= '2024-12-15' GROUP BY 部门) SELECT 部门 FROM _department_visits_ ORDER BY _total_visits_ DESC LIMIT 2";
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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assertTrue(explain.getQuerySQL().toLowerCase().contains("department"));
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@@ -73,7 +75,7 @@ public class TranslatorTest extends BaseTest {
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String sql =
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"WITH recent_data AS (SELECT 用户名, 访问次数 FROM 超音数数据集 WHERE 部门 = 'marketing' AND 数据日期 >= '2024-12-01' AND 数据日期 <= '2024-12-15') SELECT 用户名 FROM recent_data ORDER BY 访问次数 DESC LIMIT 1";
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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assertTrue(explain.getQuerySQL().toLowerCase().contains("department"));
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@@ -89,7 +91,7 @@ public class TranslatorTest extends BaseTest {
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Paths.get(ClassLoader.getSystemResource("sql/testUnion.sql").toURI())),
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StandardCharsets.UTF_8);
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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assertTrue(explain.getQuerySQL().contains("user_name"));
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@@ -105,7 +107,7 @@ public class TranslatorTest extends BaseTest {
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Paths.get(ClassLoader.getSystemResource("sql/testWith.sql").toURI())),
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StandardCharsets.UTF_8);
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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executeSql(explain.getQuerySQL());
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@@ -119,7 +121,7 @@ public class TranslatorTest extends BaseTest {
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Paths.get(ClassLoader.getSystemResource("sql/testSubquery.sql").toURI())),
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StandardCharsets.UTF_8);
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SemanticTranslateResp explain = semanticLayerService
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSetId), User.getDefaultUser());
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.translate(QueryReqBuilder.buildS2SQLReq(sql, dataSet), User.getDefaultUser());
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assertNotNull(explain);
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assertNotNull(explain.getQuerySQL());
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executeSql(explain.getQuerySQL());
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