[improvement][project] supersonic 0.7.0 version backend update (#20)

Co-authored-by: kanedai <kanedai@tencent.com>
This commit is contained in:
daikon
2023-07-31 11:09:58 +08:00
committed by GitHub
parent 078a81038f
commit e2b2d31429
675 changed files with 13089 additions and 13536 deletions

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package com.tencent.supersonic.integration;
import com.tencent.supersonic.StandaloneLauncher;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.chat.api.pojo.ChatContext;
import com.tencent.supersonic.chat.api.pojo.SchemaElement;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.request.QueryRequest;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.api.pojo.response.QueryState;
import com.tencent.supersonic.chat.service.ChatService;
import com.tencent.supersonic.chat.service.ConfigService;
import com.tencent.supersonic.chat.service.QueryService;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.util.DataUtils;
import org.apache.commons.lang3.RandomStringUtils;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.ActiveProfiles;
import org.springframework.test.context.junit4.SpringRunner;
import java.time.LocalDate;
import java.util.Comparator;
import java.util.Optional;
import java.util.Set;
import java.util.stream.Collectors;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
@RunWith(SpringRunner.class)
@SpringBootTest(classes = StandaloneLauncher.class)
@ActiveProfiles("local")
public class BaseQueryTest {
protected final int unit = 7;
protected final String startDay = LocalDate.now().plusDays(-unit).toString();
protected final String endDay = LocalDate.now().plusDays(-1).toString();
@Autowired
@Qualifier("chatQueryService")
protected QueryService queryService;
@Autowired
protected ChatService chatService;
@Autowired
protected ConfigService configService;
protected Integer getNewChat(String chatName) {
chatService.addChat(User.getFakeUser(), chatName);
Optional<Long> chatId = chatService.getAll(User.getFakeUser().getName()).stream().map(c -> c.getChatId()).sorted(Comparator.reverseOrder()).findFirst();
if (chatId.isPresent()) {
return chatId.get().intValue();
}
return 1;
}
protected QueryResult submitMultiTurnChat(String queryText) throws Exception {
QueryRequest queryContextReq = DataUtils.getQueryContextReq(20, queryText);
return queryService.executeQuery(queryContextReq);
}
protected QueryResult submitNewChat(String queryText) throws Exception {
chatService.addChat(User.getFakeUser(), RandomStringUtils.random(5));
ChatContext chatContext = chatService.getOrCreateContext(10);
chatContext.setParseInfo(new SemanticParseInfo());
chatService.updateContext(chatContext);
QueryRequest queryContextReq = DataUtils.getQueryContextReq(10, queryText);
return queryService.executeQuery(queryContextReq);
}
protected void assertSchemaElements(Set<SchemaElement> expected, Set<SchemaElement> actual) {
Set<String> expectedNames = expected.stream().map(s -> s.getName())
.filter(s -> s != null).collect(Collectors.toSet());
Set<String> actualNames = actual.stream().map(s -> s.getName())
.filter(s -> s != null).collect(Collectors.toSet());
assertEquals(expectedNames, actualNames);
}
protected void assertDateConf(DateConf expected, DateConf actual) {
Boolean timeFilterExist = expected.getStartDate().equals(actual.getStartDate())
&& expected.getEndDate().equals(actual.getEndDate())
&& expected.getDateMode().equals(actual.getDateMode())
|| expected.getUnit().equals(actual.getUnit()) &&
expected.getDateMode().equals(actual.getDateMode()) &&
expected.getPeriod().equals(actual.getPeriod());
assertTrue(timeFilterExist);
}
protected void assertQueryResult(QueryResult expected, QueryResult actual) {
SemanticParseInfo expectedParseInfo = expected.getChatContext();
SemanticParseInfo actualParseInfo = actual.getChatContext();
assertEquals(QueryState.SUCCESS, actual.getQueryState());
assertEquals(expected.getQueryMode(), actual.getQueryMode());
assertEquals(expectedParseInfo.getAggType(), actualParseInfo.getAggType());
assertSchemaElements(expectedParseInfo.getMetrics(), actualParseInfo.getMetrics());
assertSchemaElements(expectedParseInfo.getDimensions(), actualParseInfo.getDimensions());
assertEquals(expectedParseInfo.getDimensionFilters(), actualParseInfo.getDimensionFilters());
assertEquals(expectedParseInfo.getMetricFilters(), actualParseInfo.getMetricFilters());
assertDateConf(expectedParseInfo.getDateInfo(), actualParseInfo.getDateInfo());
}
}

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package com.tencent.supersonic.integration;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.query.rule.entity.EntityFilterQuery;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Test;
import java.util.ArrayList;
import java.util.List;
import static com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum.NONE;
public class EntityQueryTest extends BaseQueryTest {
@Test
public void queryTest_ENTITY_LIST_FILTER()throws Exception {
QueryResult actualResult = submitNewChat("爱情、流行类型的艺人");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(EntityFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
List<String> list = new ArrayList<>();
list.add("爱情");
list.add("流行");
QueryFilter dimensionFilter = DataUtils.getFilter("genre", FilterOperatorEnum.IN, list, "风格", 6L);
expectedParseInfo.getDimensionFilters().add(dimensionFilter);
expectedParseInfo.setDateInfo(DataUtils.getDateConf(1, DateConf.DateMode.RECENT_UNITS, "DAY"));
expectedParseInfo.setNativeQuery(true);
assertQueryResult(expectedResult, actualResult);
}
}

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package com.tencent.supersonic.integration;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.config.ChatConfigEditReqReq;
import com.tencent.supersonic.chat.config.ChatConfigResp;
import com.tencent.supersonic.chat.config.ItemVisibility;
import com.tencent.supersonic.chat.query.rule.metric.MetricDomainQuery;
import com.tencent.supersonic.chat.query.rule.metric.MetricFilterQuery;
import com.tencent.supersonic.chat.query.rule.metric.MetricGroupByQuery;
import com.tencent.supersonic.chat.query.rule.metric.MetricTopNQuery;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Test;
import org.springframework.beans.BeanUtils;
import java.text.DateFormat;
import java.text.SimpleDateFormat;
import java.util.*;
import static com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum.*;
public class MetricQueryTest extends BaseQueryTest {
@Test
public void queryTest_METRIC_FILTER() throws Exception {
QueryResult actualResult = submitNewChat("alice的访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensionFilters().add(DataUtils.getFilter("user_name",
FilterOperatorEnum.EQUALS, "alice", "用户名", 2L));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_DOMAIN() throws Exception {
QueryResult actualResult = submitNewChat("超音数的访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricDomainQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_GROUPBY() throws Exception {
QueryResult actualResult = submitNewChat("超音数各部门的访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricGroupByQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("部门"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_FILTER_COMPARE() throws Exception {
QueryResult actualResult = submitNewChat("对比alice和lucy的访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
List<String> list = new ArrayList<>();
list.add("alice");
list.add("lucy");
QueryFilter dimensionFilter = DataUtils.getFilter("user_name", FilterOperatorEnum.IN, list, "用户名", 2L);
expectedParseInfo.getDimensionFilters().add(dimensionFilter);
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_TOPN() throws Exception {
QueryResult actualResult = submitNewChat("近3天访问次数最多的用户");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricTopNQuery.QUERY_MODE);
expectedParseInfo.setAggType(SUM);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("用户名"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(3, DateConf.DateMode.RECENT_UNITS, "DAY"));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_GROUPBY_SUM() throws Exception {
QueryResult actualResult = submitNewChat("超音数各部门的访问次数总和");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricGroupByQuery.QUERY_MODE);
expectedParseInfo.setAggType(SUM);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("部门"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_METRIC_FILTER_TIME() throws Exception {
DateFormat format = new SimpleDateFormat("yyyy-mm-dd");
DateFormat textFormat = new SimpleDateFormat("yyyy年mm月dd日");
String dateStr = textFormat.format(format.parse(startDay));
QueryResult actualResult = submitNewChat(String.format("想知道{}alice的访问次数", dateStr));
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensionFilters().add(DataUtils.getFilter("user_name",
FilterOperatorEnum.EQUALS, "alice", "用户名", 2L));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, startDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
public void queryTest_CONFIG_VISIBILITY() throws Exception {
// 1. round_1 use blacklist
ChatConfigResp chatConfig = configService.fetchConfigByDomainId(1L);
ChatConfigEditReqReq extendEditCmd = new ChatConfigEditReqReq();
BeanUtils.copyProperties(chatConfig, extendEditCmd);
// add blacklist
List<Long> blackMetrics = Arrays.asList(3L);
extendEditCmd.getChatAggConfig().getVisibility().setBlackMetricIdList(blackMetrics);
configService.editConfig(extendEditCmd, User.getFakeUser());
QueryResult actualResult = submitNewChat("超音数访问人数、访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricDomainQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
// 2. round_2 no blacklist
// remove blacklist
extendEditCmd.getChatAggConfig().setVisibility(new ItemVisibility());
configService.editConfig(extendEditCmd, User.getFakeUser());
actualResult = submitNewChat("超音数访问人数、访问次数");
expectedParseInfo.getMetrics().clear();
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问人数"));
assertQueryResult(expectedResult, actualResult);
}
}

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package com.tencent.supersonic.integration;
import com.tencent.supersonic.StandaloneLauncher;
import com.tencent.supersonic.chat.api.pojo.Filter;
import com.tencent.supersonic.chat.api.request.QueryContextReq;
import com.tencent.supersonic.chat.api.response.QueryResultResp;
import com.tencent.supersonic.chat.application.query.MetricCompare;
import com.tencent.supersonic.chat.application.query.MetricDomain;
import com.tencent.supersonic.chat.application.query.MetricFilter;
import com.tencent.supersonic.chat.application.query.MetricGroupBy;
import com.tencent.supersonic.chat.domain.service.QueryService;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.common.pojo.SchemaItem;
import com.tencent.supersonic.common.util.json.JsonUtil;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.ActiveProfiles;
import org.springframework.test.context.junit4.SpringRunner;
import java.util.ArrayList;
import java.util.List;
import java.util.Set;
import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
@RunWith(SpringRunner.class)
@SpringBootTest(classes = StandaloneLauncher.class)
@ActiveProfiles("local")
public class MultiTurnQueryTest {
private static final Logger LOGGER = LoggerFactory.getLogger(MultiTurnQueryTest.class);
@Autowired
@Qualifier("chatQueryService")
private QueryService queryService;
//case:alice的访问次数->停留时长呢?->想知道lucy的,queryMode:METRIC_FILTER
@Test
public void queryTest1() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1,"alice的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter = DataUtils.getFilter("user_name", FilterOperatorEnum.EQUALS, "alice", "用户名", 2L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(1,"停留时长呢?");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics1 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric1 = DataUtils.getSchemaItem(1L, "停留时长", "stay_hours");
Boolean metricExist1 = DataUtils.compareSchemaItem(metrics1, schemaItemMetric1);
assertThat(metricExist1).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions1 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist1 = DataUtils.compareDateDimension(dimensions1);
assertThat(dimensionExist1).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters1 = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter1 = DataUtils.getFilter("user_name", FilterOperatorEnum.EQUALS, "alice", "用户名", 2L);
Boolean dimensionFilterExist1 = DataUtils.compareDimensionFilter(dimensionFilters1, dimensionFilter1);
assertThat(dimensionFilterExist1).isEqualTo(true);
//assert 时间filter
DateConf dateInfo1 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist1 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo1);
assertThat(timeFilterExist1).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(1,"想知道lucy的");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics2 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric2 = DataUtils.getSchemaItem(1L, "停留时长", "stay_hours");
Boolean metricExist2 = DataUtils.compareSchemaItem(metrics2, schemaItemMetric2);
assertThat(metricExist2).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions2 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist2 = DataUtils.compareDateDimension(dimensions2);
assertThat(dimensionExist2).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters2 = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter2 = DataUtils.getFilter("user_name", FilterOperatorEnum.EQUALS, "lucy", "用户名", 2L);
Boolean dimensionFilterExist2 = DataUtils.compareDimensionFilter(dimensionFilters2, dimensionFilter2);
;
assertThat(dimensionFilterExist2).isEqualTo(true);
//assert 时间filter
DateConf dateInfo2 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist2 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo2);
assertThat(timeFilterExist2).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:超音数的访问次数->按部门的呢->p2的呢
@Test
public void queryTest2() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2,"超音数的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricDomain.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(2,"按部门的呢");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricGroupBy.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics1 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric1 = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist1 = DataUtils.compareSchemaItem(metrics1, schemaItemMetric1);
assertThat(metricExist1).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions1 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist1 = DataUtils.compareDateDimension(dimensions1);
assertThat(dimensionExist1).isEqualTo(true);
SchemaItem schemaItemDimension2 = DataUtils.getSchemaItem(1L, "部门", "department");
Boolean dimensionExist2 = DataUtils.compareSchemaItem(dimensions1, schemaItemDimension2);
assertThat(dimensionExist2).isEqualTo(true);
//assert 时间filter
DateConf dateInfo1 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist1 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo1);
assertThat(timeFilterExist1).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(2,"p2的呢");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics2 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric2 = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist2 = DataUtils.compareSchemaItem(metrics2, schemaItemMetric2);
assertThat(metricExist2).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions2 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist3 = DataUtils.compareDateDimension(dimensions2);
assertThat(dimensionExist3).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters2 = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter2 = DataUtils.getFilter("page", FilterOperatorEnum.EQUALS, "p2", "页面", 3L);
Boolean dimensionFilterExist2 = DataUtils.compareDimensionFilter(dimensionFilters2, dimensionFilter2);
assertThat(dimensionFilterExist2).isEqualTo(true);
//assert 时间filter
DateConf dateInfo2 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist2 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo2);
assertThat(timeFilterExist2).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//alice的访问次数->对比alice和lucy呢->他是哪个部门的呢
@Test
public void queryTest3() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1,"alice的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter = DataUtils.getFilter("user_name", FilterOperatorEnum.EQUALS, "alice", "用户名", 2L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(1,"对比alice和lucy呢");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricCompare.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics1 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric1 = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist1 = DataUtils.compareSchemaItem(metrics1, schemaItemMetric1);
assertThat(metricExist1).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions1 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist1 = DataUtils.compareDateDimension(dimensions1);
assertThat(dimensionExist1).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters1 = queryResultResp.getChatContext().getDimensionFilters();
List<String> list = new ArrayList<>();
list.add("alice");
list.add("lucy");
Filter dimensionFilter1 = DataUtils.getFilter("user_name", FilterOperatorEnum.IN, list, "用户名", 2L);
Boolean dimensionFilterExist1 = DataUtils.compareDimensionFilter(dimensionFilters1, dimensionFilter1);
assertThat(dimensionFilterExist1).isEqualTo(true);
//assert 时间filter
DateConf dateInfo1 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist1 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo1);
assertThat(timeFilterExist1).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
queryContextReq = DataUtils.getQueryContextReq(1,"他是哪个部门的呢");
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics2 = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric2 = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist2 = DataUtils.compareSchemaItem(metrics2, schemaItemMetric2);
assertThat(metricExist2).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions2 = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist2 = DataUtils.compareDateDimension(dimensions2);
assertThat(dimensionExist2).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters2 = queryResultResp.getChatContext().getDimensionFilters();
List<String> list1 = new ArrayList<>();
list1.add("alice");
list1.add("lucy");
Filter dimensionFilter2 = DataUtils.getFilter("user_name", FilterOperatorEnum.IN, list1, "用户名", 2L);
Boolean dimensionFilterExist2 = DataUtils.compareDimensionFilter(dimensionFilters2, dimensionFilter2);
assertThat(dimensionFilterExist2).isEqualTo(true);
//assert 时间filter
DateConf dateInfo2 = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist2 = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo2);
assertThat(timeFilterExist2).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
}

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@@ -0,0 +1,154 @@
package com.tencent.supersonic.integration;
import com.tencent.supersonic.chat.api.pojo.SemanticParseInfo;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.query.rule.metric.MetricFilterQuery;
import com.tencent.supersonic.chat.query.rule.metric.MetricGroupByQuery;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Test;
import org.junit.jupiter.api.Order;
import java.text.DateFormat;
import java.text.SimpleDateFormat;
import static com.tencent.supersonic.common.pojo.enums.AggregateTypeEnum.NONE;
public class MultiTurnsTest extends BaseQueryTest {
@Test
@Order(1)
public void queryTest_01() throws Exception {
QueryResult actualResult = submitMultiTurnChat("alice的访问次数");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("访问次数"));
expectedParseInfo.getDimensionFilters().add(DataUtils.getFilter("user_name",
FilterOperatorEnum.EQUALS, "alice", "用户名", 2L));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
@Order(2)
public void queryTest_02() throws Exception {
QueryResult actualResult = submitMultiTurnChat("停留时长呢");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("停留时长"));
expectedParseInfo.getDimensionFilters().add(DataUtils.getFilter("user_name",
FilterOperatorEnum.EQUALS, "alice", "用户名", 2L));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
@Order(3)
public void queryTest_03() throws Exception {
QueryResult actualResult = submitMultiTurnChat("lucy的如何");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricFilterQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("停留时长"));
expectedParseInfo.getDimensionFilters().add(DataUtils.getFilter("user_name",
FilterOperatorEnum.EQUALS, "lucy", "用户名", 2L));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
@Order(4)
public void queryTest_04() throws Exception {
QueryResult actualResult = submitMultiTurnChat("按部门统计");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricGroupByQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("停留时长"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("部门"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, endDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
@Order(5)
public void queryTest_05() throws Exception {
DateFormat format = new SimpleDateFormat("yyyy-mm-dd");
DateFormat textFormat = new SimpleDateFormat("yyyy年mm月dd日");
QueryResult actualResult = submitMultiTurnChat(textFormat.format(format.parse(startDay)));
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricGroupByQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("停留时长"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("部门"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(DateConf.DateMode.BETWEEN_CONTINUOUS, startDay, startDay));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
@Test
@Order(6)
public void queryTest_06() throws Exception {
QueryResult actualResult = submitMultiTurnChat("近30天");
QueryResult expectedResult = new QueryResult();
SemanticParseInfo expectedParseInfo = new SemanticParseInfo();
expectedResult.setChatContext(expectedParseInfo);
expectedResult.setQueryMode(MetricGroupByQuery.QUERY_MODE);
expectedParseInfo.setAggType(NONE);
expectedParseInfo.getMetrics().add(DataUtils.getSchemaElement("停留时长"));
expectedParseInfo.getDimensions().add(DataUtils.getSchemaElement("部门"));
expectedParseInfo.setDateInfo(DataUtils.getDateConf(30, DateConf.DateMode.RECENT_UNITS, "DAY"));
expectedParseInfo.setNativeQuery(false);
assertQueryResult(expectedResult, actualResult);
}
}

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@@ -1,567 +0,0 @@
package com.tencent.supersonic.integration;
import com.tencent.supersonic.StandaloneLauncher;
import com.tencent.supersonic.chat.api.pojo.Filter;
import com.tencent.supersonic.chat.api.request.QueryContextReq;
import com.tencent.supersonic.chat.api.response.QueryResultResp;
import com.tencent.supersonic.chat.application.query.*;
import com.tencent.supersonic.common.enums.AggregateTypeEnum;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.common.pojo.SchemaItem;
import com.tencent.supersonic.common.util.json.JsonUtil;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Assert;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.ActiveProfiles;
import org.springframework.test.context.junit4.SpringRunner;
import com.tencent.supersonic.chat.domain.service.QueryService;
import java.util.ArrayList;
import java.util.List;
import java.util.Set;
import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
@RunWith(SpringRunner.class)
@SpringBootTest(classes = StandaloneLauncher.class)
@ActiveProfiles("local")
public class QueryTest {
private static final Logger LOGGER = LoggerFactory.getLogger(QueryTest.class);
@Autowired
@Qualifier("chatQueryService")
private QueryService queryService;
//case:alice的访问次数,queryMode:METRIC_FILTER,
@Test
public void queryTest_01() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1, "alice的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter = DataUtils.getFilter("user_name", FilterOperatorEnum.EQUALS, "alice", "用户名", 2L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:超音数的访问次数,queryMode:METRIC_DOMAIN
@Test
public void queryTest_02() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2, "超音数的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricDomain.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:超音数各部门的访问次数,queryMode:METRIC_GROUPBY
@Test
public void queryTest_03() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1, "超音数各部门的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricGroupBy.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
SchemaItem schemaItemDimension1 = DataUtils.getSchemaItem(1L, "部门", "department");
Boolean dimensionExist1 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension1);
assertThat(dimensionExist1).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:对比alice和lucy的访问次数,queryMode:METRIC_COMPARE
@Test
public void queryTest_04() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1, "对比alice和lucy的访问次数");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricCompare.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
List<String> list = new ArrayList<>();
list.add("alice");
list.add("lucy");
Filter dimensionFilter = DataUtils.getFilter("user_name", FilterOperatorEnum.IN, list, "用户名", 2L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:近3天访问次数最多的用户,queryMode:ENTITY_detail
@Test
public void queryTest_05() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2, "艺人周杰伦的代表作");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", queryResultResp);
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), EntityDetail.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(2L);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
SchemaItem schemaItemDimension = DataUtils.getSchemaItem(5L, "代表作", "song_name");
Boolean dimensionExist = DataUtils.compareSchemaItem(dimensions, schemaItemDimension);
assertThat(dimensionExist).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter = DataUtils.getFilter("singer_name", FilterOperatorEnum.EQUALS, "周杰伦", "歌手名", 7L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(1, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(true);
}
//case:近3天访问次数最多的用户名,queryMode:METRIC_ORDERBY
@Test
public void queryTest_06() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2, "近3天访问次数最多的用户名");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricOrderBy.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), AggregateTypeEnum.MAX);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
SchemaItem schemaItemDimension = DataUtils.getSchemaItem(2L, "用户名", "user_name");
Boolean dimensionExist = DataUtils.compareSchemaItem(dimensions, schemaItemDimension);
assertThat(dimensionExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(3, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
//case:播放量最多的艺人,queryMode:ENTITY_LIST_TOPN
@Test
public void queryTest_07() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2, "播放量最多的艺人");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", queryResultResp);
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), EntityListTopN.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), AggregateTypeEnum.MAX);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(2L);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
SchemaItem schemaItemDimension = DataUtils.getSchemaItem(7L, "歌手名", "singer_name");
Boolean dimensionExist = DataUtils.compareSchemaItem(dimensions, schemaItemDimension);
assertThat(dimensionExist).isEqualTo(true);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(4L, "播放量", "js_play_cnt");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(1, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(true);
}
//case:超音数各部门的访问次数总和,queryMode:METRIC_GROUPBY,aggType:sum
@Test
public void queryTest_09() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1, "超音数各部门的访问次数总和");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), MetricGroupBy.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), AggregateTypeEnum.SUM);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
assertThat(dimensionExist).isEqualTo(true);
SchemaItem schemaItemDimension1 = DataUtils.getSchemaItem(1L, "部门", "department");
Boolean dimensionExist1 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension1);
assertThat(dimensionExist1).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
;
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
}
@Test
public void queryTest_10() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(2, "爱情、流行类型的艺人");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), EntityListFilter.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(2L);
//assert 指标
Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
SchemaItem schemaItemMetric = DataUtils.getSchemaItem(4L, "播放量", "js_play_cnt");
Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
assertThat(metricExist).isEqualTo(true);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
SchemaItem schemaItemDimension = DataUtils.getSchemaItem(7L, "歌手名", "singer_name");
Boolean dimensionExist = DataUtils.compareSchemaItem(dimensions, schemaItemDimension);
assertThat(dimensionExist).isEqualTo(true);
SchemaItem schemaItemDimension1 = DataUtils.getSchemaItem(6L, "风格", "genre");
Boolean dimensionExist1 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension1);
assertThat(dimensionExist1).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
List<String> list = new ArrayList<>();
list.add("爱情");
list.add("流行");
Filter dimensionFilter = DataUtils.getFilter("genre", FilterOperatorEnum.IN, list, "风格", 6L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(1, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(true);
}
//case:近3天访问次数最多的用户,queryMode:ENTITY_detail
@Test
public void queryTest_11() {
QueryContextReq queryContextReq = DataUtils.getQueryContextReq(1, "艺人周杰伦的代表作、风格、活跃区域");
QueryResultResp queryResultResp = new QueryResultResp();
try {
queryResultResp = queryService.executeQuery(queryContextReq);
} catch (Exception e) {
}
LOGGER.info("QueryResultResp queryResultResp:{}", queryResultResp);
//assert queryState
Assert.assertEquals(queryResultResp.getQueryState(), 0);
//assert queryMode
Assert.assertEquals(queryResultResp.getQueryMode(), EntityDetail.QUERY_MODE);
//assert aggType
Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
//assert 主题域Id
assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(2L);
//assert 维度
Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
SchemaItem schemaItemDimension = DataUtils.getSchemaItem(5L, "代表作", "song_name");
Boolean dimensionExist = DataUtils.compareSchemaItem(dimensions, schemaItemDimension);
assertThat(dimensionExist).isEqualTo(true);
SchemaItem schemaItemDimension1 = DataUtils.getSchemaItem(4L, "活跃区域", "act_area");
Boolean dimensionExist1 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension1);
assertThat(dimensionExist1).isEqualTo(true);
SchemaItem schemaItemDimension2 = DataUtils.getSchemaItem(6L, "风格", "genre");
Boolean dimensionExist2 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension2);
assertThat(dimensionExist2).isEqualTo(true);
//assert 维度filter
Set<Filter> dimensionFilters = queryResultResp.getChatContext().getDimensionFilters();
Filter dimensionFilter = DataUtils.getFilter("singer_name", FilterOperatorEnum.EQUALS, "周杰伦", "歌手名", 7L);
Boolean dimensionFilterExist = DataUtils.compareDimensionFilter(dimensionFilters, dimensionFilter);
assertThat(dimensionFilterExist).isEqualTo(true);
//assert 时间filter
DateConf dateInfo = DataUtils.getDateConf(1, DateConf.DateMode.RECENT_UNITS, "DAY");
Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
assertThat(timeFilterExist).isEqualTo(true);
//assert nativeQuery
assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(true);
}
// @Test
// public void queryTest_11() {
// QueryContextReq queryContextReq = DataUtils.getQueryContextReq("最近4天HR部门的访问人数");
// try {
// QueryResultResp queryResultResp = queryService.executeQuery(queryContextReq);
// } catch (Exception e) {
// e.printStackTrace();
// }
// }
//case:各部门对各页面的访问次数,queryMode:METRIC_GROUPBY
// @Test
// public void queryTest_08() {
// QueryContextReq queryContextReq = DataUtils.getQueryContextReq(3, "各部门对各页面的访问次数");
// QueryResultResp queryResultResp = new QueryResultResp();
// try {
// queryResultResp = queryService.executeQuery(queryContextReq);
// } catch (Exception e) {
//
// }
// LOGGER.info("QueryResultResp queryResultResp:{}", JsonUtil.toString(queryResultResp));
// //assert queryState
// Assert.assertEquals(queryResultResp.getQueryState(), 0);
// //assert queryMode
// Assert.assertEquals(queryResultResp.getQueryMode(), MetricGroupBy.QUERY_MODE);
// //assert aggType
// Assert.assertEquals(queryResultResp.getChatContext().getAggType(), null);
// //assert 主题域Id
// assertThat(queryResultResp.getChatContext().getDomainId()).isEqualTo(1L);
//
// //assert 指标
// Set<SchemaItem> metrics = queryResultResp.getChatContext().getMetrics();
// SchemaItem schemaItemMetric = DataUtils.getSchemaItem(2L, "访问次数", "pv");
// Boolean metricExist = DataUtils.compareSchemaItem(metrics, schemaItemMetric);
// assertThat(metricExist).isEqualTo(true);
//
// //assert 维度
// Set<SchemaItem> dimensions = queryResultResp.getChatContext().getDimensions();
// Boolean dimensionExist = DataUtils.compareDateDimension(dimensions);
// assertThat(dimensionExist).isEqualTo(true);
//
// SchemaItem schemaItemDimension1 = DataUtils.getSchemaItem(1L, "部门", "department");
// Boolean dimensionExist1 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension1);
// assertThat(dimensionExist1).isEqualTo(true);
//
// SchemaItem schemaItemDimension2 = DataUtils.getSchemaItem(3L, "页面", "page");
// Boolean dimensionExist2 = DataUtils.compareSchemaItem(dimensions, schemaItemDimension2);
// assertThat(dimensionExist2).isEqualTo(true);
//
//
// //assert 时间filter
// DateConf dateInfo = DataUtils.getDateConf(7, DateConf.DateMode.RECENT_UNITS, "DAY");
// Boolean timeFilterExist = DataUtils.compareDate(queryResultResp.getChatContext().getDateInfo(), dateInfo);
// assertThat(timeFilterExist).isEqualTo(true);
//
// //assert nativeQuery
// assertThat(queryResultResp.getChatContext().getNativeQuery()).isEqualTo(false);
//
// }
}

View File

@@ -0,0 +1,34 @@
package com.tencent.supersonic.integration.plugin;
import com.tencent.supersonic.StandaloneLauncher;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.api.pojo.response.QueryState;
import com.tencent.supersonic.chat.query.plugin.WebBase;
import com.tencent.supersonic.chat.query.plugin.webpage.WebPageQuery;
import com.tencent.supersonic.chat.query.plugin.webpage.WebPageResponse;
import lombok.extern.slf4j.Slf4j;
import org.junit.Assert;
import org.junit.runner.RunWith;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.ActiveProfiles;
import org.springframework.test.context.junit4.SpringRunner;
import java.util.Map;
@RunWith(SpringRunner.class)
@SpringBootTest(classes = StandaloneLauncher.class)
@ActiveProfiles("local")
@Slf4j
public class BasePluginTest {
protected void assertPluginRecognizeResult(QueryResult queryResult) {
Assert.assertEquals(queryResult.getQueryState(), QueryState.SUCCESS);
Assert.assertEquals(queryResult.getQueryMode(), WebPageQuery.QUERY_MODE);
WebPageResponse webPageResponse = (WebPageResponse) queryResult.getResponse();
WebBase webPage = webPageResponse.getWebPage();
Assert.assertEquals(webPage.getUrl(), "www.test.com");
Map<String, Object> valueParams = webPage.getValueParams();
Assert.assertEquals(valueParams.get("name"), "alice");
}
}

View File

@@ -0,0 +1,32 @@
package com.tencent.supersonic.integration.plugin;
import com.google.common.collect.Lists;
import com.tencent.supersonic.chat.parser.embedding.EmbeddingConfig;
import com.tencent.supersonic.chat.parser.embedding.EmbeddingResp;
import com.tencent.supersonic.chat.parser.embedding.RecallRetrieval;
import com.tencent.supersonic.chat.plugin.PluginManager;
import lombok.extern.slf4j.Slf4j;
import org.springframework.context.annotation.Configuration;
import static org.mockito.Mockito.when;
@Configuration
@Slf4j
public class PluginMockConfiguration {
public static void mockEmbeddingRecognize(PluginManager pluginManager, String text, String id) {
EmbeddingResp embeddingResp = new EmbeddingResp();
RecallRetrieval embeddingRetrieval = new RecallRetrieval();
embeddingRetrieval.setId(id);
embeddingRetrieval.setPresetId(id);
embeddingRetrieval.setDistance("0.15");
embeddingResp.setQuery(text);
embeddingResp.setRetrieval(Lists.newArrayList(embeddingRetrieval));
when(pluginManager.recognize(text)).thenReturn(embeddingResp);
}
public static void mockEmbeddingUrl(EmbeddingConfig embeddingConfig) {
when(embeddingConfig.getUrl()).thenReturn("test");
}
}

View File

@@ -0,0 +1,52 @@
package com.tencent.supersonic.integration.plugin;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilters;
import com.tencent.supersonic.chat.api.pojo.request.QueryRequest;
import com.tencent.supersonic.chat.api.pojo.response.QueryResult;
import com.tencent.supersonic.chat.parser.embedding.EmbeddingConfig;
import com.tencent.supersonic.chat.plugin.PluginManager;
import com.tencent.supersonic.chat.service.QueryService;
import com.tencent.supersonic.util.DataUtils;
import org.junit.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.test.mock.mockito.MockBean;
public class PluginRecognizeTest extends BasePluginTest{
@MockBean
private EmbeddingConfig embeddingConfig;
@MockBean
protected PluginManager pluginManager;
@Autowired
@Qualifier("chatQueryService")
private QueryService queryService;
@Test
public void webPageRecognize() throws Exception {
PluginMockConfiguration.mockEmbeddingRecognize(pluginManager, "最近的访问情况怎么样","1");
PluginMockConfiguration.mockEmbeddingUrl(embeddingConfig);
QueryRequest queryContextReq = DataUtils.getQueryContextReq(1000, "alice最近的访问情况怎么样");
QueryResult queryResult = queryService.executeQuery(queryContextReq);
assertPluginRecognizeResult(queryResult);
}
@Test
public void webPageRecognizeWithQueryFilter() throws Exception {
PluginMockConfiguration.mockEmbeddingRecognize(pluginManager, "在超音数最近的情况怎么样","1");
PluginMockConfiguration.mockEmbeddingUrl(embeddingConfig);
QueryRequest queryRequest = DataUtils.getQueryContextReq(1000, "在超音数最近的情况怎么样");
QueryFilters queryFilters = new QueryFilters();
QueryFilter queryFilter = new QueryFilter();
queryFilter.setElementID(2L);
queryFilter.setValue("alice");
queryFilters.getFilters().add(queryFilter);
queryRequest.setQueryFilters(queryFilters);
QueryResult queryResult = queryService.executeQuery(queryRequest);
assertPluginRecognizeResult(queryResult);
}
}

View File

@@ -1,35 +1,56 @@
package com.tencent.supersonic.util;
import com.tencent.supersonic.auth.api.authentication.pojo.User;
import com.tencent.supersonic.chat.api.pojo.Filter;
import com.tencent.supersonic.chat.api.request.QueryContextReq;
import com.tencent.supersonic.chat.api.pojo.SchemaElement;
import com.tencent.supersonic.chat.api.pojo.SchemaElementType;
import com.tencent.supersonic.chat.api.pojo.request.QueryFilter;
import com.tencent.supersonic.chat.api.pojo.request.QueryRequest;
import com.tencent.supersonic.common.pojo.DateConf;
import com.tencent.supersonic.common.pojo.SchemaItem;
import com.tencent.supersonic.semantic.api.query.enums.FilterOperatorEnum;
import java.util.Set;
public class DataUtils {
public static QueryContextReq getQueryContextReq(Integer id,String query) {
QueryContextReq queryContextReq = new QueryContextReq();
public static QueryRequest getQueryContextReq(Integer id, String query) {
QueryRequest queryContextReq = new QueryRequest();
queryContextReq.setQueryText(query);//"alice的访问次数"
queryContextReq.setChatId(id);
queryContextReq.setUser(new User(1L, "admin", "admin", "admin@email"));
return queryContextReq;
}
public static SchemaItem getSchemaItem(Long id, String name, String bizName) {
SchemaItem schemaItem = new SchemaItem();
schemaItem.setId(id);
schemaItem.setName(name);
schemaItem.setBizName(bizName);
return schemaItem;
public static SchemaElement getSchemaElement(String name) {
return SchemaElement.builder()
.name(name)
.build();
}
public static Filter getFilter(String bizName, FilterOperatorEnum filterOperatorEnum, Object value, String name,
Long elementId) {
Filter filter = new Filter();
public static SchemaElement getMetric(Long domainId, Long id, String name, String bizName) {
return SchemaElement.builder()
.domain(domainId)
.id(id)
.name(name)
.bizName(bizName)
.useCnt(0L)
.type(SchemaElementType.METRIC)
.build();
}
public static SchemaElement getDimension(Long domainId, Long id, String name, String bizName) {
return SchemaElement.builder()
.domain(domainId)
.id(id)
.name(name)
.bizName(bizName)
.useCnt(null)
.type(SchemaElementType.DIMENSION)
.build();
}
public static QueryFilter getFilter(String bizName, FilterOperatorEnum filterOperatorEnum, Object value, String name,
Long elementId) {
QueryFilter filter = new QueryFilter();
filter.setBizName(bizName);
filter.setOperator(filterOperatorEnum);
filter.setValue(value);
@@ -46,6 +67,13 @@ public class DataUtils {
return dateInfo;
}
public static DateConf getDateConf(DateConf.DateMode dateMode, String startDate, String endDate) {
DateConf dateInfo = new DateConf();
dateInfo.setDateMode(dateMode);
dateInfo.setStartDate(startDate);
dateInfo.setEndDate(endDate);
return dateInfo;
}
public static Boolean compareDate(DateConf dateInfo1, DateConf dateInfo2) {
Boolean timeFilterExist = dateInfo1.getUnit().equals(dateInfo2.getUnit()) &&
@@ -54,23 +82,11 @@ public class DataUtils {
return timeFilterExist;
}
public static Boolean compareSchemaItem(Set<SchemaItem> metrics, SchemaItem schemaItemMetric) {
Boolean metricExist = false;
for (SchemaItem schemaItem : metrics) {
if(schemaItem.getBizName().equals(schemaItemMetric.getBizName()))
if (schemaItem.getId()!=null&&schemaItem.getId().equals(schemaItemMetric.getId()) &&
schemaItem.getName()!=null&&schemaItem.getName().equals(schemaItemMetric.getName()) ) {
metricExist = true;
}
}
return metricExist;
}
public static Boolean compareDateDimension(Set<SchemaItem> dimensions) {
SchemaItem schemaItemDimension = new SchemaItem();
public static Boolean compareDateDimension(Set<SchemaElement> dimensions) {
SchemaElement schemaItemDimension = new SchemaElement();
schemaItemDimension.setBizName("sys_imp_date");
Boolean dimensionExist = false;
for (SchemaItem schemaItem : dimensions) {
for (SchemaElement schemaItem : dimensions) {
if (schemaItem.getBizName().equals(schemaItemDimension.getBizName())) {
dimensionExist = true;
}
@@ -78,9 +94,9 @@ public class DataUtils {
return dimensionExist;
}
public static Boolean compareDimensionFilter(Set<Filter> dimensionFilters, Filter dimensionFilter) {
public static Boolean compareDimensionFilter(Set<QueryFilter> dimensionFilters, QueryFilter dimensionFilter) {
Boolean dimensionFilterExist = false;
for (Filter filter : dimensionFilters) {
for (QueryFilter filter : dimensionFilters) {
if (filter.getBizName().equals(dimensionFilter.getBizName()) &&
filter.getOperator().equals(dimensionFilter.getOperator()) &&
filter.getValue().toString().equals(dimensionFilter.getValue().toString()) &&

View File

@@ -1,20 +1,21 @@
com.tencent.supersonic.chat.api.component.SchemaMapper=\
com.tencent.supersonic.chat.application.mapper.HanlpSchemaMapper
com.tencent.supersonic.chat.mapper.HanlpDictMapper
com.tencent.supersonic.chat.api.component.SemanticParser=\
com.tencent.supersonic.chat.application.parser.DomainSemanticParser, \
com.tencent.supersonic.chat.application.parser.TimeSemanticParser, \
com.tencent.supersonic.chat.application.parser.AggregateSemanticParser
# com.tencent.supersonic.chat.application.parser.LLMSemanticParser
com.tencent.supersonic.chat.parser.rule.QueryModeParser, \
com.tencent.supersonic.chat.parser.rule.ContextInheritParser, \
com.tencent.supersonic.chat.parser.rule.TimeRangeParser, \
com.tencent.supersonic.chat.parser.rule.AggregateTypeParser
# com.tencent.supersonic.chat.parser.llm.DSLQueryFunction
com.tencent.supersonic.chat.api.component.QueryProcessor=\
com.tencent.supersonic.chat.application.processor.SemanticQueryProcessor
com.tencent.supersonic.chat.api.component.SemanticLayer=\
com.tencent.supersonic.chat.infrastructure.semantic.LocalSemanticLayerImpl
com.tencent.supersonic.knowledge.semantic.LocalSemanticLayer
com.tencent.supersonic.chat.application.query.QuerySelector=\
com.tencent.supersonic.chat.application.query.HeuristicQuerySelector
com.tencent.supersonic.chat.query.QuerySelector=\
com.tencent.supersonic.chat.query.HeuristicQuerySelector
com.tencent.supersonic.chat.application.query.DomainResolver=\
com.tencent.supersonic.chat.application.query.HeuristicDomainResolver

View File

@@ -6,8 +6,8 @@ insert into s2_user (id, `name`, password, display_name, email) values (4, 'lucy
--insert into s2_chat_config (`id` ,`domain_id` ,`default_metrics`,`visibility`,`entity_info` ,`dictionary_info`,`created_at`,`updated_at`,`created_by`,`updated_by`,`status` ) values (1,1,'[{"metricId":1,"unit":7,"period":"DAY"}]','{"blackDimIdList":[],"blackMetricIdList":[]}','{"entityIds":[2],"names":["用户","用户姓名"],"detailData":{"dimensionIds":[1,2],"metricIds":[2]}}','[{"itemId":1,"type":"DIMENSION","blackList":[],"isDictInfo":true},{"itemId":2,"type":"DIMENSION","blackList":[],"isDictInfo":true},{"itemId":3,"type":"DIMENSION","blackList":[],"isDictInfo":true}]','2023-05-24 18:00:00','2023-05-25 11:00:00','admin','admin',1);
insert into s2_chat_config (`id` ,`domain_id` ,`chat_detail_config`,`chat_agg_config`,`created_at`,`updated_at`,`created_by`,`updated_by`,`status` )
values (1,1,'{"visibility":{"blackDimIdList":[1],"blackMetricIdList":[2]},"knowledgeInfos":[{"itemId":2,"type":"DIMENSION","searchEnable":true}],"chatDefaultConfig":{"dimensionIds":[1,2],"metricIds":[1],"unit":1,"period":"DAY"},"entity":null}',
'{"visibility":{"blackDimIdList":[3],"blackMetricIdList":[3]},"knowledgeInfos":[{"itemId":2,"type":"DIMENSION","searchEnable":true}],"chatDefaultConfig":{"dimensionIds":[1,2],"metricIds":[1],"unit":1,"period":"DAY"}}',
values (1,1,'{"visibility":{"blackDimIdList":[],"blackMetricIdList":[]},"knowledgeInfos":[{"itemId":2,"type":"DIMENSION","searchEnable":true}],"chatDefaultConfig":{"dimensionIds":[1,2],"metricIds":[1],"unit":7,"period":"DAY"},"entity":null}',
'{"visibility":{"blackDimIdList":[],"blackMetricIdList":[]},"knowledgeInfos":[{"itemId":2,"type":"DIMENSION","searchEnable":true}],"chatDefaultConfig":{"dimensionIds":[1,2],"metricIds":[1],"ratioMetricIds":[2],"unit":7,"period":"DAY"}}',
'2023-05-24 18:00:00','2023-05-25 11:00:00','admin','admin',1);
insert into s2_chat_config (`id` ,`domain_id` ,`chat_detail_config`,`chat_agg_config`,`created_at`,`updated_at`,`created_by`,`updated_by`,`status` )
values (2,2,'{"visibility":{"blackDimIdList":[],"blackMetricIdList":[]},"knowledgeInfos":[{"itemId":7,"type":"DIMENSION","searchEnable":true}],"chatDefaultConfig":{"dimensionIds":[4,5,6,7],"metricIds":[4],"unit":7,"period":"DAY"},"entity":{"entityId":1,"names":["歌手","艺人"]}}',
@@ -27,6 +27,8 @@ insert into s2_chat_query (`question_id`,`create_time`,`query_text`,`user_name`,
insert into s2_chat_query (`question_id`,`create_time`,`query_text`,`user_name`,`query_state`,`chat_id`,`query_response`,`score`,`feedback`) VALUES(5, '2023-06-10 10:41:48.211','停留时长','admin',0,2,'{"queryMode":"METRIC_FILTER","querySql":"SELECT `sys_imp_date` , `stay_hours` FROM ( SELECT `sys_imp_date` , `s2_stay_time_statis_stay_hours` AS `stay_hours` FROM ( SELECT SUM ( `s2_stay_time_statis_stay_hours` ) AS `s2_stay_time_statis_stay_hours` , `sys_imp_date` FROM ( SELECT `user_name` , `stay_hours` AS `s2_stay_time_statis_stay_hours` , `imp_date` AS `sys_imp_date` FROM ( SELECT `imp_date` , `page` , `user_name` , `stay_hours` FROM `s2_stay_time_statis` ) AS `s2_stay_time_statis` ) AS `src00_s2_stay_time_statis_df18` WHERE ( `sys_imp_date` >= ''2023-06-03'' AND `sys_imp_date` <= ''2023-06-09'' AND `user_name` = ''alice'' ) GROUP BY `sys_imp_date` ) AS `s2_stay_time_statis_0` ) AS `s2_stay_time_statis_1` LIMIT 10","queryState":0,"queryColumns":[{"name":"date","type":"VARCHAR","nameEn":"sys_imp_date","showType":"DATE","authorized":true},{"name":"停留时长","type":"DOUBLE","nameEn":"stay_hours","showType":"NUMBER","authorized":true}],"entityInfo":{"domainInfo":{"itemId":1,"name":"超音数","bizName":"supersonic","words":["用户","用户姓名"],"primaryEntityBizName":"user_name"},"dimensions":[{"itemId":1,"name":"部门","bizName":"department","value":"sales"},{"itemId":2,"name":"用户名","bizName":"user_name","value":"alice"}],"metrics":[{"itemId":2,"name":"访问次数","bizName":"pv","value":"2"}],"entityId":"alice"},"chatContext":{"queryMode":"METRIC_FILTER","domainId":1,"domainName":"超音数","entity":0,"metrics":[{"id":1,"name":"停留时长","bizName":"stay_hours","status":1,"sensitiveLevel":0}],"dimensions":[{"bizName":"sys_imp_date","status":1,"sensitiveLevel":0}],"dimensionFilters":[{"bizName":"user_name","name":"用户名","operator":"=","value":"alice","elementID":2}],"metricFilters":[],"orders":[],"dateInfo":{"dateMode":"RECENT_UNITS","startDate":"2023-06-03","endDate":"2023-06-09","dateList":[],"unit":7,"period":"DAY"},"limit":10,"nativeQuery":false},"queryResults":[{"sys_imp_date":"2023-06-03","stay_hours":0.5963801306980994},{"sys_imp_date":"2023-06-04","stay_hours":1.5120376931855422},{"sys_imp_date":"2023-06-06","stay_hours":3.7790223355266317},{"sys_imp_date":"2023-06-07","stay_hours":0.8654528466186735},{"sys_imp_date":"2023-06-08","stay_hours":0.9796159603778489},{"sys_imp_date":"2023-06-09","stay_hours":0.6705580511822682}]}',0,'');
insert into s2_chat_query (`question_id`,`create_time`,`query_text`,`user_name`,`query_state`,`chat_id`,`query_response`,`score`,`feedback`) VALUES(6, '2023-06-10 10:42:02.184','访问','admin',0,2,'{"queryMode":"METRIC_FILTER","querySql":"SELECT `sys_imp_date` , `stay_hours` FROM ( SELECT `sys_imp_date` , `s2_stay_time_statis_stay_hours` AS `stay_hours` FROM ( SELECT SUM ( `s2_stay_time_statis_stay_hours` ) AS `s2_stay_time_statis_stay_hours` , `sys_imp_date` FROM ( SELECT `user_name` , `stay_hours` AS `s2_stay_time_statis_stay_hours` , `imp_date` AS `sys_imp_date` FROM ( SELECT `imp_date` , `page` , `user_name` , `stay_hours` FROM `s2_stay_time_statis` ) AS `s2_stay_time_statis` ) AS `src00_s2_stay_time_statis_df18` WHERE ( `sys_imp_date` >= ''2023-06-03'' AND `sys_imp_date` <= ''2023-06-09'' AND `user_name` = ''alice'' ) GROUP BY `sys_imp_date` ) AS `s2_stay_time_statis_0` ) AS `s2_stay_time_statis_1` LIMIT 10","queryState":0,"queryColumns":[{"name":"date","type":"VARCHAR","nameEn":"sys_imp_date","showType":"DATE","authorized":true},{"name":"停留时长","type":"DOUBLE","nameEn":"stay_hours","showType":"NUMBER","authorized":true}],"entityInfo":{"domainInfo":{"itemId":1,"name":"超音数","bizName":"supersonic","words":["用户","用户姓名"],"primaryEntityBizName":"user_name"},"dimensions":[{"itemId":1,"name":"部门","bizName":"department","value":"sales"},{"itemId":2,"name":"用户名","bizName":"user_name","value":"alice"}],"metrics":[{"itemId":2,"name":"访问次数","bizName":"pv","value":"2"}],"entityId":"alice"},"chatContext":{"queryMode":"METRIC_FILTER","domainId":1,"domainName":"超音数","entity":0,"metrics":[{"id":1,"name":"停留时长","bizName":"stay_hours","status":1,"sensitiveLevel":0}],"dimensions":[{"bizName":"sys_imp_date","status":1,"sensitiveLevel":0}],"dimensionFilters":[{"bizName":"user_name","name":"用户名","operator":"=","value":"alice","elementID":2}],"metricFilters":[],"orders":[],"dateInfo":{"dateMode":"RECENT_UNITS","startDate":"2023-06-03","endDate":"2023-06-09","dateList":[],"unit":7,"period":"DAY"},"limit":10,"nativeQuery":false},"queryResults":[{"sys_imp_date":"2023-06-03","stay_hours":0.5963801306980994},{"sys_imp_date":"2023-06-04","stay_hours":1.5120376931855422},{"sys_imp_date":"2023-06-06","stay_hours":3.7790223355266317},{"sys_imp_date":"2023-06-07","stay_hours":0.8654528466186735},{"sys_imp_date":"2023-06-08","stay_hours":0.9796159603778489},{"sys_imp_date":"2023-06-09","stay_hours":0.6705580511822682}]}',0,'');
insert into s2_plugin (id, `type`, `domain`, pattern, parse_mode, `name`, created_at, created_by, updated_at, updated_by, config) VALUES (1, 'WEB_PAGE', 1, '访问情况', 'EMBEDDING_RECALL', '访问情况', '2023-06-11 19:36:47', 'admin', '2023-06-21 15:26:46', 'admin', '{"params":{"name":"2"}, "url":"www.test.com"}');
insert into s2_plugin (id, `type`, `domain`, pattern, parse_mode, `name`, created_at, created_by, updated_at, updated_by, config) VALUES (2, 'WEB_PAGE', 2, '播放表现', 'EMBEDDING_RECALL', '播放表现', '2023-06-11 19:36:47', 'admin', '2023-06-21 15:26:46', 'admin', '{"params":{"name":"7"}, "url":"www.test.com"}');
-- semantic data
insert into s2_database (id, domain_id , `name`, description, `type` ,config ,created_at ,created_by ,updated_at ,updated_by) VALUES(1, 1, 'H2数据实例', '', 'h2', '{"password":"semantic","url":"jdbc:h2:mem:semantic;DATABASE_TO_UPPER=false","userName":"root"}', '2023-05-24 00:00:00', 'admin', '2023-05-24 00:00:00', 'admin');

View File

@@ -44,6 +44,7 @@ CREATE TABLE IF NOT EXISTS `s2_chat_config` (
`domain_id` INT DEFAULT NULL ,
`chat_detail_config` varchar(655) ,
`chat_agg_config` varchar(655) ,
`recommended_questions` varchar(1500) ,
`created_at` TIMESTAMP NOT NULL ,
`updated_at` TIMESTAMP NOT NULL ,
`created_by` varchar(100) NOT NULL ,
@@ -117,6 +118,7 @@ CREATE TABLE IF NOT EXISTS `s2_domain` (
`is_open` TINYINT DEFAULT NULL , -- whether the domain is public
`viewer` varchar(3000) DEFAULT NULL , -- domain available users
`view_org` varchar(3000) DEFAULT NULL , -- domain available organization
`entity` varchar(500) DEFAULT NULL , -- domain entity info
PRIMARY KEY (`id`)
);
COMMENT ON TABLE s2_domain IS 'domain basic information';
@@ -127,6 +129,7 @@ CREATE TABLE `s2_database` (
`domain_id` INT NOT NULL ,
`name` varchar(255) NOT NULL ,
`description` varchar(500) DEFAULT NULL ,
`version` varchar(64) DEFAULT NULL ,
`type` varchar(20) NOT NULL , -- type: mysql,clickhouse,tdw
`config` varchar(655) NOT NULL ,
`created_at` TIMESTAMP NOT NULL ,
@@ -201,6 +204,7 @@ CREATE TABLE IF NOT EXISTS `s2_dimension` (
`semantic_type` varchar(20) NOT NULL, -- semantic type: DATE, ID, CATEGORY
`alias` varchar(500) DEFAULT NULL,
`default_values` varchar(500) DEFAULT NULL,
`dim_value_maps` varchar(500) DEFAULT NULL,
PRIMARY KEY (`id`)
);
COMMENT ON TABLE s2_dimension IS 'dimension information table';
@@ -309,6 +313,22 @@ CREATE TABLE IF NOT EXISTS `s2_available_date_info` (
);
COMMENT ON TABLE s2_dimension IS 'dimension information table';
CREATE TABLE IF NOT EXISTS `s2_plugin`
(
`id` INT AUTO_INCREMENT,
`type` varchar(50) NULL,
`domain` varchar(100) NULL,
`pattern` varchar(500) NULL,
`parse_mode` varchar(100) NULL,
`name` varchar(100) NULL,
`created_at` TIMESTAMP NULL,
`created_by` varchar(100) null,
`updated_at` TIMESTAMP NULL,
`updated_by` varchar(100) NULL,
`config` LONGVARCHAR NULL,
PRIMARY KEY (`id`)
); COMMENT ON TABLE s2_plugin IS 'plugin information table';
-------demo for semantic and chat
CREATE TABLE IF NOT EXISTS `s2_user_department` (