14 Commits

Author SHA1 Message Date
zyclove
f7ce9480bb fix:java.io.NotSerializableException: com.tencent.supersonic.common.pojo.Order (#2121)
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2025-03-03 16:56:23 +08:00
jerryjzhang
f8104687cc (fix)(launcher)Fix mysql schema DDL.
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2025-03-03 11:12:49 +08:00
jerryjzhang
6eba693982 (fix)(docker)Fix Dockerfile.
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(fix)(docker)Fix Dockerfile.
2025-03-02 21:54:17 +08:00
jerryjzhang
b871ae542a (fix)(assembly)Fix windows daemon script. 2025-03-02 18:36:02 +08:00
jerryjzhang
3ca48e1ca1 (release)Release 0.9.10.
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2025-03-02 11:56:23 +08:00
jerryjzhang
ea7238304d (fix)(docker)Fix Dockerfile by removing apt-get install.
(fix)(docker)Fix Dockerfile.

(fix)(docker)Fix Dockerfile.
2025-03-02 11:28:27 +08:00
williamhliu
1746db53c1 (fix)(supersonic-fe) fix the issue where adding, deleting, and modifying domain and model do not automatically update data (#2116)
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2025-03-01 16:16:29 +08:00
jerryjzhang
90c2f8b374 (fix)(headless)Fix occasional NPE in SqlBuilder.
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2025-02-28 17:11:05 +08:00
jerryjzhang
bd64bf1f62 (improvement)(headless)Optimize relationship probe in translation of multi-table join scenarios.
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2025-02-27 21:53:14 +08:00
jerryjzhang
56cfddea60 (improvement)(format)Follow the code style.
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2025-02-26 19:19:25 +08:00
jerryjzhang
0aa002882d (improvement)(license)Change license from MIT to Apache 2.0. 2025-02-26 19:17:06 +08:00
zyclove
5e3bafb953 feat:Support kyuubi presto trino (#2109) 2025-02-26 17:33:14 +08:00
zyclove
11ff99cdbe fix: Caused by: java.io.NotSerializableException: DateConf、SchemaNameLengthComparator、SqlEvaluation and etc. (#2110) 2025-02-26 17:32:20 +08:00
mislayming
f9198cb8e0 (improvement)(chat) Enhancing the capability of embedding with LLM-based secondary judgment. (#2096) 2025-02-24 12:55:39 +08:00
57 changed files with 930 additions and 740 deletions

476
LICENSE
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@@ -1,481 +1,41 @@
SuperSonic is licensed under the MIT License, you can freely use or integrate SuperSonic within
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View File

@@ -55,8 +55,8 @@ if "%command%"=="restart" (
set "webDir=%baseDir%\webapp"
set "logDir=%baseDir%\logs"
set "classpath=%baseDir%;%webDir%;%libDir%\*;%confDir%"
set "java-command=-Dfile.encoding=UTF-8 -Duser.language=Zh -Duser.region=CN -Duser.timezone=GMT+08 -Dspring.profiles.active=%profile% -Xms1024m
-Xmx1024m -cp %CLASSPATH% %MAIN_CLASS%"
set "property=-Dfile.encoding=UTF-8 -Duser.language=Zh -Duser.region=CN -Duser.timezone=GMT+08 -Dspring.profiles.active=%profile%"
set "java-command=%property% -Xms1024m -Xmx1024m -cp %CLASSPATH% %MAIN_CLASS%"
if not exist %logDir% mkdir %logDir%
start /B java %java-command% >nul 2>&1
timeout /t 10 >nul

View File

@@ -5,6 +5,7 @@ import com.tencent.supersonic.common.util.DateUtils;
import lombok.Data;
import org.springframework.util.CollectionUtils;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
@@ -12,7 +13,7 @@ import java.util.Objects;
import static java.time.LocalDate.now;
@Data
public class DateConf {
public class DateConf implements Serializable {
private static final long serialVersionUID = 3074129990945004340L;

View File

@@ -3,11 +3,13 @@ package com.tencent.supersonic.common.pojo;
import com.google.common.base.Objects;
import jakarta.validation.constraints.NotBlank;
import lombok.Data;
import java.io.Serializable;
import static com.tencent.supersonic.common.pojo.Constants.ASC_UPPER;
@Data
public class Order {
public class Order implements Serializable {
private static final long serialVersionUID = 1L;
@NotBlank(message = "Invalid order column")
private String column;

View File

@@ -2,8 +2,11 @@ package com.tencent.supersonic.common.pojo;
import lombok.Data;
import java.io.Serializable;
@Data
public class PageBaseReq {
public class PageBaseReq implements Serializable {
private static final long serialVersionUID = 1L;
private static final Integer MAX_PAGESIZE = 100;
private Integer current = 1;

View File

@@ -10,7 +10,10 @@ public enum EngineType {
OTHER(7, "OTHER"),
DUCKDB(8, "DUCKDB"),
HANADB(9, "HANADB"),
STARROCKS(10, "STARROCKS"),;
STARROCKS(10, "STARROCKS"),
KYUUBI(11, "KYUUBI"),
PRESTO(12, "PRESTO"),
TRINO(13, "TRINO"),;
private Integer code;

View File

@@ -1,25 +1,15 @@
# Use an official OpenJDK runtime as a parent image
FROM openjdk:21-jdk-bullseye
FROM supersonicbi/supersonic:0.9.10-SNAPSHOT
# Set the working directory in the container
WORKDIR /usr/src/app
# Delete old supersonic installation directory and the symbolic link
RUN rm -rf /usr/src/app/supersonic-standalone-0.9.10-SNAPSHOT
RUN rm -f /usr/src/app/supersonic-standalone-latest
# Argument to pass in the supersonic version at build time
ARG SUPERSONIC_VERSION
# Install necessary packages, including Postgres client
RUN apt-get update && apt-get install -y postgresql-client
# Install the vim editor.
RUN apt-get update && apt-get install -y vim && \
rm -rf /var/lib/apt/lists/*
# Update the package list and install iputils-ping.
RUN apt-get update && apt-get install -y iputils-ping
# 更新包列表并安装 dnsutils 包
RUN apt-get update && apt-get install -y dnsutils
# Copy the supersonic standalone zip file into the container
COPY assembly/build/supersonic-standalone-${SUPERSONIC_VERSION}.zip .

View File

@@ -21,7 +21,7 @@ services:
- 8.8.4.4
healthcheck:
test: ["CMD-SHELL", "sh -c 'pg_isready -U supersonic_user -d postgres'"]
interval: 30s
interval: 10s
timeout: 10s
retries: 5

View File

@@ -11,6 +11,8 @@ import java.util.List;
@NoArgsConstructor
public class DbSchema {
private String catalog;
private String db;
private String table;

View File

@@ -1,10 +1,6 @@
package com.tencent.supersonic.headless.api.pojo;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;
import lombok.ToString;
import lombok.*;
import java.io.Serializable;
@@ -21,6 +17,7 @@ public class SchemaElementMatch implements Serializable {
private String word;
private Long frequency;
private boolean isInherited;
private boolean llmMatched;
public boolean isFullMatched() {
return 1.0 == similarity;

View File

@@ -109,7 +109,8 @@ public class SemanticParseInfo implements Serializable {
}
}
private static class SchemaNameLengthComparator implements Comparator<SchemaElement> {
private static class SchemaNameLengthComparator
implements Comparator<SchemaElement>, Serializable {
@Override
public int compare(SchemaElement o1, SchemaElement o2) {
if (o1.getOrder() != o2.getOrder()) {

View File

@@ -2,8 +2,11 @@ package com.tencent.supersonic.headless.api.pojo;
import lombok.Data;
import java.io.Serializable;
@Data
public class SqlEvaluation {
public class SqlEvaluation implements Serializable {
private static final long serialVersionUID = 1L;
private Boolean isValidated;
private String validateMsg;

View File

@@ -2,8 +2,11 @@ package com.tencent.supersonic.headless.api.pojo;
import lombok.Data;
import java.io.Serializable;
@Data
public class SqlInfo {
public class SqlInfo implements Serializable {
private static final long serialVersionUID = 1L;
// S2SQL generated by semantic parsers
private String parsedS2SQL;

View File

@@ -8,7 +8,9 @@ import java.util.Set;
public enum DataType {
MYSQL("mysql", "mysql", "com.mysql.cj.jdbc.Driver", "`", "`", "'", "'"),
HIVE2("hive2", "hive", "org.apache.hive.jdbc.HiveDriver", "`", "`", "`", "`"),
HIVE2("hive2", "hive", "org.apache.kyuubi.jdbc.KyuubiHiveDriver", "`", "`", "`", "`"),
KYUUBI("kyuubi", "kyuubi", "org.apache.kyuubi.jdbc.KyuubiHiveDriver", "`", "`", "`", "`"),
ORACLE("oracle", "oracle", "oracle.jdbc.driver.OracleDriver", "\"", "\"", "\"", "\""),
@@ -27,6 +29,8 @@ public enum DataType {
PRESTO("presto", "presto", "com.facebook.presto.jdbc.PrestoDriver", "\"", "\"", "\"", "\""),
TRINO("trino", "trino", "io.trino.jdbc.TrinoDriver", "\"", "\"", "\"", "\""),
MOONBOX("moonbox", "moonbox", "moonbox.jdbc.MbDriver", "`", "`", "`", "`"),
CASSANDRA("cassandra", "cassandra", "com.github.adejanovski.cassandra.jdbc.CassandraDriver", "",
@@ -46,6 +50,7 @@ public enum DataType {
TDENGINE("TAOS", "TAOS", "com.taosdata.jdbc.TSDBDriver", "'", "'", "\"", "\""),
POSTGRESQL("postgresql", "postgresql", "org.postgresql.Driver", "'", "'", "\"", "\""),
DUCKDB("duckdb", "duckdb", "org.duckdb.DuckDBDriver", "'", "'", "\"", "\"");
private String feature;

View File

@@ -19,6 +19,8 @@ public class ModelBuildReq {
private String sql;
private String catalog;
private String db;
private List<String> tables;

View File

@@ -13,6 +13,7 @@ public class EmbeddingResult extends MapResult {
private String id;
private Map<String, String> metadata;
private boolean llmMatched;
@Override
public boolean equals(Object o) {

View File

@@ -1,9 +1,12 @@
package com.tencent.supersonic.headless.chat.mapper;
import com.tencent.supersonic.common.pojo.enums.Text2SQLType;
import com.tencent.supersonic.common.util.ContextUtils;
import com.tencent.supersonic.common.util.JsonUtil;
import com.tencent.supersonic.headless.api.pojo.SchemaElement;
import com.tencent.supersonic.headless.api.pojo.SchemaElementMatch;
import com.tencent.supersonic.headless.api.pojo.SchemaElementType;
import com.tencent.supersonic.headless.api.pojo.SchemaMapInfo;
import com.tencent.supersonic.headless.api.pojo.enums.MapModeEnum;
import com.tencent.supersonic.headless.chat.ChatQueryContext;
import com.tencent.supersonic.headless.chat.knowledge.EmbeddingResult;
@@ -11,6 +14,7 @@ import com.tencent.supersonic.headless.chat.knowledge.builder.BaseWordBuilder;
import com.tencent.supersonic.headless.chat.knowledge.helper.HanlpHelper;
import dev.langchain4j.store.embedding.Retrieval;
import lombok.extern.slf4j.Slf4j;
import org.springframework.util.CollectionUtils;
import java.util.List;
import java.util.Objects;
@@ -23,10 +27,16 @@ public class EmbeddingMapper extends BaseMapper {
@Override
public boolean accept(ChatQueryContext chatQueryContext) {
return MapModeEnum.LOOSE.equals(chatQueryContext.getRequest().getMapModeEnum());
boolean b0 = MapModeEnum.LOOSE.equals(chatQueryContext.getRequest().getMapModeEnum());
boolean b1 = chatQueryContext.getRequest().getText2SQLType() == Text2SQLType.LLM_OR_RULE;
return b0 || b1;
}
public void doMap(ChatQueryContext chatQueryContext) {
// TODO: 如果是在LOOSE执行过了那么在LLM_OR_RULE阶段可以不用执行所以这里缺乏一个状态来传递暂时先忽略这个浪费行为吧
SchemaMapInfo mappedInfo = chatQueryContext.getMapInfo();
// 1. Query from embedding by queryText
EmbeddingMatchStrategy matchStrategy = ContextUtils.getBean(EmbeddingMatchStrategy.class);
List<EmbeddingResult> matchResults = getMatches(chatQueryContext, matchStrategy);
@@ -53,15 +63,26 @@ public class EmbeddingMapper extends BaseMapper {
continue;
}
// Build SchemaElementMatch object
SchemaElementMatch schemaElementMatch = SchemaElementMatch.builder()
.element(schemaElement).frequency(BaseWordBuilder.DEFAULT_FREQUENCY)
.word(matchResult.getName()).similarity(matchResult.getSimilarity())
.detectWord(matchResult.getDetectWord()).build();
schemaElementMatch.setLlmMatched(matchResult.isLlmMatched());
// 3. Add SchemaElementMatch to mapInfo
addToSchemaMap(chatQueryContext.getMapInfo(), dataSetId, schemaElementMatch);
}
if (CollectionUtils.isEmpty(matchResults)) {
log.info("embedding mapper no match");
} else {
for (EmbeddingResult matchResult : matchResults) {
log.info("embedding match name=[{}],detectWord=[{}],similarity=[{}],metadata=[{}]",
matchResult.getName(), matchResult.getDetectWord(),
matchResult.getSimilarity(), JsonUtil.toString(matchResult.getMetadata()));
}
}
}
}

View File

@@ -1,9 +1,17 @@
package com.tencent.supersonic.headless.chat.mapper;
import com.alibaba.fastjson.JSONObject;
import com.google.common.collect.Lists;
import com.hankcs.hanlp.seg.common.Term;
import com.tencent.supersonic.headless.api.pojo.response.S2Term;
import com.tencent.supersonic.headless.chat.ChatQueryContext;
import com.tencent.supersonic.headless.chat.knowledge.EmbeddingResult;
import com.tencent.supersonic.headless.chat.knowledge.MetaEmbeddingService;
import com.tencent.supersonic.headless.chat.knowledge.helper.HanlpHelper;
import dev.langchain4j.model.chat.ChatLanguageModel;
import dev.langchain4j.model.input.Prompt;
import dev.langchain4j.model.input.PromptTemplate;
import dev.langchain4j.provider.ModelProvider;
import dev.langchain4j.store.embedding.Retrieval;
import dev.langchain4j.store.embedding.RetrieveQuery;
import dev.langchain4j.store.embedding.RetrieveQueryResult;
@@ -14,18 +22,12 @@ import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.*;
import java.util.concurrent.Callable;
import java.util.concurrent.ConcurrentHashMap;
import java.util.stream.Collectors;
import static com.tencent.supersonic.headless.chat.mapper.MapperConfig.EMBEDDING_MAPPER_NUMBER;
import static com.tencent.supersonic.headless.chat.mapper.MapperConfig.EMBEDDING_MAPPER_ROUND_NUMBER;
import static com.tencent.supersonic.headless.chat.mapper.MapperConfig.EMBEDDING_MAPPER_THRESHOLD;
import static com.tencent.supersonic.headless.chat.mapper.MapperConfig.*;
/**
* EmbeddingMatchStrategy uses vector database to perform similarity search against the embeddings
@@ -35,37 +37,167 @@ import static com.tencent.supersonic.headless.chat.mapper.MapperConfig.EMBEDDING
@Slf4j
public class EmbeddingMatchStrategy extends BatchMatchStrategy<EmbeddingResult> {
@Autowired
protected MapperConfig mapperConfig;
@Autowired
private MetaEmbeddingService metaEmbeddingService;
private static final String LLM_FILTER_PROMPT =
"""
\
#Role: You are a professional data analyst specializing in metrics and dimensions.
#Task: Given a user query and a list of retrieved metrics/dimensions through vector recall,
please analyze which metrics/dimensions the user is most likely interested in.
#Rules:
1. Based on user query and retrieved info, accurately determine metrics/dimensions user truly cares about.
2. Do not return all retrieved info, only select those highly relevant to user query.
3. Maintain high quality output, exclude metrics/dimensions irrelevant to user intent.
4. Output must be in JSON array format, only include IDs from retrieved info, e.g.: ['id1', 'id2']
5. Return JSON content directly without markdown formatting
#Input Example:
#User Query: {{userText}}
#Retrieved Metrics/Dimensions: {{retrievedInfo}}
#Output:""";
@Override
public List<EmbeddingResult> detect(ChatQueryContext chatQueryContext, List<S2Term> terms,
Set<Long> detectDataSetIds) {
if (chatQueryContext == null || CollectionUtils.isEmpty(detectDataSetIds)) {
log.warn("Invalid input parameters: context={}, dataSetIds={}", chatQueryContext,
detectDataSetIds);
return Collections.emptyList();
}
// 1. Base detection
List<EmbeddingResult> baseResults = super.detect(chatQueryContext, terms, detectDataSetIds);
boolean useLLM =
Boolean.parseBoolean(mapperConfig.getParameterValue(EMBEDDING_MAPPER_USE_LLM));
// 2. LLM enhanced detection
if (useLLM) {
List<EmbeddingResult> llmResults = detectWithLLM(chatQueryContext, detectDataSetIds);
if (!CollectionUtils.isEmpty(llmResults)) {
baseResults.addAll(llmResults);
}
}
// 3. Deduplicate results
return baseResults.stream().distinct().collect(Collectors.toList());
}
/**
* Perform enhanced detection using LLM
*/
private List<EmbeddingResult> detectWithLLM(ChatQueryContext chatQueryContext,
Set<Long> detectDataSetIds) {
try {
String queryText = chatQueryContext.getRequest().getQueryText();
if (StringUtils.isBlank(queryText)) {
return Collections.emptyList();
}
// Get segmentation results
Set<String> detectSegments = extractValidSegments(queryText);
if (CollectionUtils.isEmpty(detectSegments)) {
log.info("No valid segments found for text: {}", queryText);
return Collections.emptyList();
}
return detectByBatch(chatQueryContext, detectDataSetIds, detectSegments, true);
} catch (Exception e) {
log.error("Error in LLM detection for context: {}", chatQueryContext, e);
return Collections.emptyList();
}
}
/**
* Extract valid word segments by filtering out unwanted word natures
*/
private Set<String> extractValidSegments(String text) {
List<String> natureList = Arrays.asList(StringUtils.split(
mapperConfig.getParameterValue(EMBEDDING_MAPPER_ALLOWED_SEGMENT_NATURE), ","));
return HanlpHelper.getSegment().seg(text).stream()
.filter(t -> natureList.stream().noneMatch(nature -> t.nature.startsWith(nature)))
.map(Term::getWord).collect(Collectors.toSet());
}
@Override
public List<EmbeddingResult> detectByBatch(ChatQueryContext chatQueryContext,
Set<Long> detectDataSetIds, Set<String> detectSegments) {
return detectByBatch(chatQueryContext, detectDataSetIds, detectSegments, false);
}
/**
* Process detection in batches with LLM option
*
* @param chatQueryContext The context of the chat query
* @param detectDataSetIds Target dataset IDs for detection
* @param detectSegments Segments to be detected
* @param useLlm Whether to use LLM for filtering results
* @return List of embedding results
*/
public List<EmbeddingResult> detectByBatch(ChatQueryContext chatQueryContext,
Set<Long> detectDataSetIds, Set<String> detectSegments, boolean useLlm) {
Set<EmbeddingResult> results = ConcurrentHashMap.newKeySet();
int embeddingMapperBatch = Integer
.valueOf(mapperConfig.getParameterValue(MapperConfig.EMBEDDING_MAPPER_BATCH));
List<String> queryTextsList =
detectSegments.stream().map(detectSegment -> detectSegment.trim())
.filter(detectSegment -> StringUtils.isNotBlank(detectSegment))
.collect(Collectors.toList());
// Process and filter query texts
List<String> queryTextsList = detectSegments.stream().map(String::trim)
.filter(StringUtils::isNotBlank).collect(Collectors.toList());
// Partition queries into sub-lists for batch processing
List<List<String>> queryTextsSubList =
Lists.partition(queryTextsList, embeddingMapperBatch);
// Create and execute tasks for each batch
List<Callable<Void>> tasks = new ArrayList<>();
for (List<String> queryTextsSub : queryTextsSubList) {
tasks.add(createTask(chatQueryContext, detectDataSetIds, queryTextsSub, results));
tasks.add(
createTask(chatQueryContext, detectDataSetIds, queryTextsSub, results, useLlm));
}
executeTasks(tasks);
// Apply LLM filtering if enabled
if (useLlm) {
Map<String, Object> variable = new HashMap<>();
variable.put("userText", chatQueryContext.getRequest().getQueryText());
variable.put("retrievedInfo", JSONObject.toJSONString(results));
Prompt prompt = PromptTemplate.from(LLM_FILTER_PROMPT).apply(variable);
ChatLanguageModel chatLanguageModel = ModelProvider.getChatModel();
String response = chatLanguageModel.generate(prompt.toUserMessage().singleText());
if (StringUtils.isBlank(response)) {
results.clear();
} else {
List<String> retrievedIds = JSONObject.parseArray(response, String.class);
results = results.stream().filter(t -> retrievedIds.contains(t.getId()))
.collect(Collectors.toSet());
results.forEach(r -> r.setLlmMatched(true));
}
}
return new ArrayList<>(results);
}
/**
* Create a task for batch processing
*
* @param chatQueryContext The context of the chat query
* @param detectDataSetIds Target dataset IDs
* @param queryTextsSub Sub-list of query texts to process
* @param results Shared result set for collecting results
* @param useLlm Whether to use LLM
* @return Callable task
*/
private Callable<Void> createTask(ChatQueryContext chatQueryContext, Set<Long> detectDataSetIds,
List<String> queryTextsSub, Set<EmbeddingResult> results) {
List<String> queryTextsSub, Set<EmbeddingResult> results, boolean useLlm) {
return () -> {
List<EmbeddingResult> oneRoundResults =
detectByQueryTextsSub(detectDataSetIds, queryTextsSub, chatQueryContext);
List<EmbeddingResult> oneRoundResults = detectByQueryTextsSub(detectDataSetIds,
queryTextsSub, chatQueryContext, useLlm);
synchronized (results) {
selectResultInOneRound(results, oneRoundResults);
}
@@ -73,57 +205,73 @@ public class EmbeddingMatchStrategy extends BatchMatchStrategy<EmbeddingResult>
};
}
/**
* Process a sub-list of query texts
*
* @param detectDataSetIds Target dataset IDs
* @param queryTextsSub Sub-list of query texts
* @param chatQueryContext Chat query context
* @param useLlm Whether to use LLM
* @return List of embedding results for this batch
*/
private List<EmbeddingResult> detectByQueryTextsSub(Set<Long> detectDataSetIds,
List<String> queryTextsSub, ChatQueryContext chatQueryContext) {
List<String> queryTextsSub, ChatQueryContext chatQueryContext, boolean useLlm) {
Map<Long, List<Long>> modelIdToDataSetIds = chatQueryContext.getModelIdToDataSetIds();
// Get configuration parameters
double threshold =
Double.valueOf(mapperConfig.getParameterValue(EMBEDDING_MAPPER_THRESHOLD));
// step1. build query params
RetrieveQuery retrieveQuery = RetrieveQuery.builder().queryTextsList(queryTextsSub).build();
// step2. retrieveQuery by detectSegment
Double.parseDouble(mapperConfig.getParameterValue(EMBEDDING_MAPPER_THRESHOLD));
int embeddingNumber =
Integer.valueOf(mapperConfig.getParameterValue(EMBEDDING_MAPPER_NUMBER));
Integer.parseInt(mapperConfig.getParameterValue(EMBEDDING_MAPPER_NUMBER));
int embeddingRoundNumber =
Integer.parseInt(mapperConfig.getParameterValue(EMBEDDING_MAPPER_ROUND_NUMBER));
// Build and execute query
RetrieveQuery retrieveQuery = RetrieveQuery.builder().queryTextsList(queryTextsSub).build();
List<RetrieveQueryResult> retrieveQueryResults = metaEmbeddingService.retrieveQuery(
retrieveQuery, embeddingNumber, modelIdToDataSetIds, detectDataSetIds);
if (CollectionUtils.isEmpty(retrieveQueryResults)) {
return new ArrayList<>();
return Collections.emptyList();
}
// step3. build EmbeddingResults
List<EmbeddingResult> collect = retrieveQueryResults.stream().map(retrieveQueryResult -> {
List<Retrieval> retrievals = retrieveQueryResult.getRetrieval();
if (CollectionUtils.isNotEmpty(retrievals)) {
retrievals.removeIf(retrieval -> {
if (!retrieveQueryResult.getQuery().contains(retrieval.getQuery())) {
return retrieval.getSimilarity() < threshold;
}
return false;
});
// Process results
List<EmbeddingResult> collect = retrieveQueryResults.stream().peek(result -> {
if (!useLlm && CollectionUtils.isNotEmpty(result.getRetrieval())) {
result.getRetrieval()
.removeIf(retrieval -> !result.getQuery().contains(retrieval.getQuery())
&& retrieval.getSimilarity() < threshold);
}
return retrieveQueryResult;
}).filter(retrieveQueryResult -> CollectionUtils
.isNotEmpty(retrieveQueryResult.getRetrieval()))
.flatMap(retrieveQueryResult -> retrieveQueryResult.getRetrieval().stream()
.map(retrieval -> {
EmbeddingResult embeddingResult = new EmbeddingResult();
BeanUtils.copyProperties(retrieval, embeddingResult);
embeddingResult.setDetectWord(retrieveQueryResult.getQuery());
embeddingResult.setName(retrieval.getQuery());
Map<String, String> convertedMap = retrieval.getMetadata().entrySet()
.stream().collect(Collectors.toMap(Map.Entry::getKey,
entry -> entry.getValue().toString()));
embeddingResult.setMetadata(convertedMap);
return embeddingResult;
}))
}).filter(result -> CollectionUtils.isNotEmpty(result.getRetrieval()))
.flatMap(result -> result.getRetrieval().stream()
.map(retrieval -> convertToEmbeddingResult(result, retrieval)))
.collect(Collectors.toList());
// step4. select mapResul in one round
int embeddingRoundNumber =
Integer.valueOf(mapperConfig.getParameterValue(EMBEDDING_MAPPER_ROUND_NUMBER));
int roundNumber = embeddingRoundNumber * queryTextsSub.size();
return collect.stream().sorted(Comparator.comparingDouble(EmbeddingResult::getSimilarity))
.limit(roundNumber).collect(Collectors.toList());
// Sort and limit results
return collect.stream()
.sorted(Comparator.comparingDouble(EmbeddingResult::getSimilarity).reversed())
.limit(embeddingRoundNumber * queryTextsSub.size()).collect(Collectors.toList());
}
/**
* Convert RetrieveQueryResult and Retrieval to EmbeddingResult
*
* @param queryResult The query result containing retrieval information
* @param retrieval The retrieval data to be converted
* @return Converted EmbeddingResult
*/
private EmbeddingResult convertToEmbeddingResult(RetrieveQueryResult queryResult,
Retrieval retrieval) {
EmbeddingResult embeddingResult = new EmbeddingResult();
BeanUtils.copyProperties(retrieval, embeddingResult);
embeddingResult.setDetectWord(queryResult.getQuery());
embeddingResult.setName(retrieval.getQuery());
// Convert metadata to string values
Map<String, String> metadata = retrieval.getMetadata().entrySet().stream().collect(
Collectors.toMap(Map.Entry::getKey, entry -> String.valueOf(entry.getValue())));
embeddingResult.setMetadata(metadata);
return embeddingResult;
}
}

View File

@@ -7,12 +7,7 @@ import com.tencent.supersonic.headless.chat.ChatQueryContext;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.CollectionUtils;
import java.util.ArrayList;
import java.util.Comparator;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.*;
import java.util.function.Predicate;
import java.util.stream.Collectors;
@@ -66,7 +61,8 @@ public class MapFilter {
List<SchemaElementMatch> value = entry.getValue();
if (!CollectionUtils.isEmpty(value)) {
value.removeIf(schemaElementMatch -> StringUtils
.length(schemaElementMatch.getDetectWord()) <= 1);
.length(schemaElementMatch.getDetectWord()) <= 1
&& !schemaElementMatch.isLlmMatched());
}
}
}

View File

@@ -57,4 +57,12 @@ public class MapperConfig extends ParameterConfig {
public static final Parameter EMBEDDING_MAPPER_ROUND_NUMBER =
new Parameter("s2.mapper.embedding.round.number", "10", "向量召回最小相似度阈值",
"向量召回相似度阈值在动态调整中的最低值", "number", "Mapper相关配置");
public static final Parameter EMBEDDING_MAPPER_USE_LLM =
new Parameter("s2.mapper.embedding.use-llm-enhance", "false", "使用LLM对召回的向量进行二次判断开关",
"embedding的结果再通过一次LLM来筛选这时候忽略各个向量阀值", "bool", "Mapper相关配置");
public static final Parameter EMBEDDING_MAPPER_ALLOWED_SEGMENT_NATURE =
new Parameter("s2.mapper.embedding.allowed-segment-nature", "['v', 'd', 'a']",
"使用LLM召回二次处理时对问题分词词性的控制", "分词后允许的词性才会进行向量召回", "list", "Mapper相关配置");
}

View File

@@ -121,6 +121,22 @@
<artifactId>DmJdbcDriver18</artifactId>
<version>8.1.2.192</version>
</dependency>
<dependency>
<groupId>org.apache.kyuubi</groupId>
<artifactId>kyuubi-hive-jdbc</artifactId>
</dependency>
<dependency>
<groupId>com.facebook.presto</groupId>
<artifactId>presto-jdbc</artifactId>
</dependency>
<dependency>
<groupId>io.trino</groupId>
<artifactId>trino-jdbc</artifactId>
</dependency>
<dependency>
<groupId>org.jgrapht</groupId>
<artifactId>jgrapht-core</artifactId>
</dependency>
</dependencies>

View File

@@ -5,23 +5,27 @@ import com.tencent.supersonic.headless.api.pojo.DBColumn;
import com.tencent.supersonic.headless.api.pojo.enums.FieldType;
import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import java.sql.Connection;
import java.sql.DatabaseMetaData;
import java.sql.DriverManager;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.sql.*;
import java.util.ArrayList;
import java.util.List;
import java.util.Properties;
@Slf4j
public abstract class BaseDbAdaptor implements DbAdaptor {
@Override
public List<String> getCatalogs(ConnectInfo connectInfo) throws SQLException {
// Apart from supporting multiple catalog types of data sources, other types will return an
// empty set by default.
return List.of();
List<String> catalogs = Lists.newArrayList();
try (Connection con = getConnection(connectInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery("SHOW CATALOGS")) {
while (rs.next()) {
catalogs.add(rs.getString(1));
}
}
return catalogs;
}
public List<String> getDBs(ConnectInfo connectionInfo, String catalog) throws SQLException {
@@ -32,38 +36,50 @@ public abstract class BaseDbAdaptor implements DbAdaptor {
protected List<String> getDBs(ConnectInfo connectionInfo) throws SQLException {
List<String> dbs = Lists.newArrayList();
DatabaseMetaData metaData = getDatabaseMetaData(connectionInfo);
try {
ResultSet schemaSet = metaData.getSchemas();
while (schemaSet.next()) {
String db = schemaSet.getString("TABLE_SCHEM");
dbs.add(db);
try (ResultSet schemaSet = getDatabaseMetaData(connectionInfo).getSchemas()) {
while (schemaSet.next()) {
String db = schemaSet.getString("TABLE_SCHEM");
dbs.add(db);
}
}
} catch (Exception e) {
log.info("get meta schemas failed, try to get catalogs");
log.warn("get meta schemas failed", e);
log.warn("get meta schemas failed, try to get catalogs");
}
try {
ResultSet catalogSet = metaData.getCatalogs();
while (catalogSet.next()) {
String db = catalogSet.getString("TABLE_CAT");
dbs.add(db);
try (ResultSet catalogSet = getDatabaseMetaData(connectionInfo).getCatalogs()) {
while (catalogSet.next()) {
String db = catalogSet.getString("TABLE_CAT");
dbs.add(db);
}
}
} catch (Exception e) {
log.info("get meta catalogs failed, try to get schemas");
log.warn("get meta catalogs failed", e);
log.warn("get meta catalogs failed, try to get schemas");
}
return dbs;
}
public List<String> getTables(ConnectInfo connectionInfo, String schemaName)
@Override
public List<String> getTables(ConnectInfo connectInfo, String catalog, String schemaName)
throws SQLException {
// Except for special types implemented separately, the generic logic catalog does not take
// effect.
return getTables(connectInfo, schemaName);
}
protected List<String> getTables(ConnectInfo connectionInfo, String schemaName)
throws SQLException {
List<String> tablesAndViews = new ArrayList<>();
DatabaseMetaData metaData = getDatabaseMetaData(connectionInfo);
try {
ResultSet resultSet = getResultSet(schemaName, metaData);
while (resultSet.next()) {
String name = resultSet.getString("TABLE_NAME");
tablesAndViews.add(name);
try (ResultSet resultSet =
getResultSet(schemaName, getDatabaseMetaData(connectionInfo))) {
while (resultSet.next()) {
String name = resultSet.getString("TABLE_NAME");
tablesAndViews.add(name);
}
}
} catch (SQLException e) {
log.error("Failed to get tables and views", e);
@@ -76,27 +92,35 @@ public abstract class BaseDbAdaptor implements DbAdaptor {
return metaData.getTables(schemaName, schemaName, null, new String[] {"TABLE", "VIEW"});
}
public List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
throws SQLException {
List<DBColumn> dbColumns = Lists.newArrayList();
DatabaseMetaData metaData = getDatabaseMetaData(connectInfo);
ResultSet columns = metaData.getColumns(schemaName, schemaName, tableName, null);
while (columns.next()) {
String columnName = columns.getString("COLUMN_NAME");
String dataType = columns.getString("TYPE_NAME");
String remarks = columns.getString("REMARKS");
FieldType fieldType = classifyColumnType(dataType);
dbColumns.add(new DBColumn(columnName, dataType, remarks, fieldType));
public List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException {
List<DBColumn> dbColumns = new ArrayList<>();
// 确保连接会自动关闭
try (ResultSet columns =
getDatabaseMetaData(connectInfo).getColumns(catalog, schemaName, tableName, null)) {
while (columns.next()) {
String columnName = columns.getString("COLUMN_NAME");
String dataType = columns.getString("TYPE_NAME");
String remarks = columns.getString("REMARKS");
FieldType fieldType = classifyColumnType(dataType);
dbColumns.add(new DBColumn(columnName, dataType, remarks, fieldType));
}
}
return dbColumns;
}
protected DatabaseMetaData getDatabaseMetaData(ConnectInfo connectionInfo) throws SQLException {
Connection connection = DriverManager.getConnection(connectionInfo.getUrl(),
connectionInfo.getUserName(), connectionInfo.getPassword());
Connection connection = getConnection(connectionInfo);
return connection.getMetaData();
}
public Connection getConnection(ConnectInfo connectionInfo) throws SQLException {
final Properties properties = getProperties(connectionInfo);
return DriverManager.getConnection(connectionInfo.getUrl(), properties);
}
public FieldType classifyColumnType(String typeName) {
switch (typeName.toUpperCase()) {
case "INT":
@@ -118,4 +142,24 @@ public abstract class BaseDbAdaptor implements DbAdaptor {
}
}
public Properties getProperties(ConnectInfo connectionInfo) {
final Properties properties = new Properties();
String url = connectionInfo.getUrl().toLowerCase();
// 设置通用属性
properties.setProperty("user", connectionInfo.getUserName());
// 针对 Presto 和 Trino ssl=false 的情况,不需要设置密码
if (url.startsWith("jdbc:presto") || url.startsWith("jdbc:trino")) {
// 检查是否需要处理 SSL
if (!url.contains("ssl=false")) {
properties.setProperty("password", connectionInfo.getPassword());
}
} else {
// 针对其他数据库类型
properties.setProperty("password", connectionInfo.getPassword());
}
return properties;
}
}

View File

@@ -18,10 +18,11 @@ public interface DbAdaptor {
List<String> getDBs(ConnectInfo connectInfo, String catalog) throws SQLException;
List<String> getTables(ConnectInfo connectInfo, String schemaName) throws SQLException;
List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
List<String> getTables(ConnectInfo connectInfo, String catalog, String schemaName)
throws SQLException;
List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException;
FieldType classifyColumnType(String typeName);
}

View File

@@ -19,6 +19,9 @@ public class DbAdaptorFactory {
dbAdaptorMap.put(EngineType.DUCKDB.getName(), new DuckdbAdaptor());
dbAdaptorMap.put(EngineType.HANADB.getName(), new HanadbAdaptor());
dbAdaptorMap.put(EngineType.STARROCKS.getName(), new StarrocksAdaptor());
dbAdaptorMap.put(EngineType.KYUUBI.getName(), new KyuubiAdaptor());
dbAdaptorMap.put(EngineType.PRESTO.getName(), new PrestoAdaptor());
dbAdaptorMap.put(EngineType.TRINO.getName(), new TrinoAdaptor());
}
public static DbAdaptor getEngineAdaptor(String engineType) {

View File

@@ -19,8 +19,8 @@ public class DuckdbAdaptor extends DefaultDbAdaptor {
return metaData.getTables(schemaName, null, null, new String[] {"TABLE", "VIEW"});
}
public List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
throws SQLException {
public List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException {
List<DBColumn> dbColumns = Lists.newArrayList();
DatabaseMetaData metaData = getDatabaseMetaData(connectInfo);
ResultSet columns = metaData.getColumns(schemaName, null, tableName, null);

View File

@@ -46,8 +46,8 @@ public class H2Adaptor extends BaseDbAdaptor {
return metaData.getTables(schemaName, null, null, new String[] {"TABLE", "VIEW"});
}
public List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
throws SQLException {
public List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException {
List<DBColumn> dbColumns = Lists.newArrayList();
DatabaseMetaData metaData = getDatabaseMetaData(connectInfo);
ResultSet columns = metaData.getColumns(schemaName, null, tableName, null);

View File

@@ -0,0 +1,86 @@
package com.tencent.supersonic.headless.core.adaptor.db;
import com.google.common.collect.Lists;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
import com.tencent.supersonic.headless.api.pojo.DBColumn;
import com.tencent.supersonic.headless.api.pojo.enums.FieldType;
import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import java.sql.*;
import java.util.ArrayList;
import java.util.List;
@Slf4j
public class KyuubiAdaptor extends BaseDbAdaptor {
/** transform YYYYMMDD to YYYY-MM-DD YYYY-MM YYYY-MM-DD(MONDAY) */
@Override
public String getDateFormat(String dateType, String dateFormat, String column) {
if (dateFormat.equalsIgnoreCase(Constants.DAY_FORMAT_INT)) {
if (TimeDimensionEnum.MONTH.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(%s, 'yyyy-MM')", column);
} else if (TimeDimensionEnum.WEEK.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(date_sub(%s, (dayofweek(%s) - 2)), 'yyyy-MM-dd')",
column, column);
} else {
return String.format(
"date_format(to_date(cast(%s as string), 'yyyyMMdd'), 'yyyy-MM-dd')",
column);
}
} else if (dateFormat.equalsIgnoreCase(Constants.DAY_FORMAT)) {
if (TimeDimensionEnum.MONTH.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(%s, 'yyyy-MM')", column);
} else if (TimeDimensionEnum.WEEK.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(date_sub(%s, (dayofweek(%s) - 2)), 'yyyy-MM-dd')",
column, column);
} else {
return column;
}
}
return column;
}
@Override
public List<String> getDBs(ConnectInfo connectionInfo, String catalog) throws SQLException {
List<String> dbs = Lists.newArrayList();
final StringBuilder sql = new StringBuilder("SHOW DATABASES");
if (StringUtils.isNotBlank(catalog)) {
sql.append(" IN ").append(catalog);
}
try (Connection con = getConnection(connectionInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery(sql.toString())) {
while (rs.next()) {
dbs.add(rs.getString(1));
}
}
return dbs;
}
@Override
public List<String> getTables(ConnectInfo connectInfo, String catalog, String schemaName)
throws SQLException {
List<String> tablesAndViews = new ArrayList<>();
try {
try (ResultSet resultSet = getDatabaseMetaData(connectInfo).getTables(catalog,
schemaName, null, new String[] {"TABLE", "VIEW"})) {
while (resultSet.next()) {
String name = resultSet.getString("TABLE_NAME");
tablesAndViews.add(name);
}
}
} catch (SQLException e) {
log.error("Failed to get tables and views", e);
}
return tablesAndViews;
}
@Override
public String rewriteSql(String sql) {
return sql;
}
}

View File

@@ -99,8 +99,8 @@ public class PostgresqlAdaptor extends BaseDbAdaptor {
return tablesAndViews;
}
public List<DBColumn> getColumns(ConnectInfo connectInfo, String schemaName, String tableName)
throws SQLException {
public List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException {
List<DBColumn> dbColumns = Lists.newArrayList();
DatabaseMetaData metaData = getDatabaseMetaData(connectInfo);
ResultSet columns = metaData.getColumns(null, null, tableName, null);

View File

@@ -0,0 +1,88 @@
package com.tencent.supersonic.headless.core.adaptor.db;
import com.google.common.collect.Lists;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
import com.tencent.supersonic.headless.api.pojo.DBColumn;
import com.tencent.supersonic.headless.api.pojo.enums.FieldType;
import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
import org.apache.commons.lang3.StringUtils;
import java.sql.*;
import java.util.ArrayList;
import java.util.List;
import java.util.Properties;
public class PrestoAdaptor extends BaseDbAdaptor {
/** transform YYYYMMDD to YYYY-MM-DD YYYY-MM YYYY-MM-DD(MONDAY) */
@Override
public String getDateFormat(String dateType, String dateFormat, String column) {
if (dateFormat.equalsIgnoreCase(Constants.DAY_FORMAT_INT)) {
if (TimeDimensionEnum.MONTH.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(%s, '%%Y-%%m')", column);
} else if (TimeDimensionEnum.WEEK.name().equalsIgnoreCase(dateType)) {
return String.format(
"date_format(date_add('day', - (day_of_week(%s) - 2), %s), '%%Y-%%m-%%d')",
column, column);
} else {
return String.format("date_format(date_parse(%s, '%%Y%%m%%d'), '%%Y-%%m-%%d')",
column);
}
} else if (dateFormat.equalsIgnoreCase(Constants.DAY_FORMAT)) {
if (TimeDimensionEnum.MONTH.name().equalsIgnoreCase(dateType)) {
return String.format("date_format(%s, '%%Y-%%m')", column);
} else if (TimeDimensionEnum.WEEK.name().equalsIgnoreCase(dateType)) {
return String.format(
"date_format(date_add('day', - (day_of_week(%s) - 2), %s), '%%Y-%%m-%%d')",
column, column);
} else {
return column;
}
}
return column;
}
@Override
public List<String> getDBs(ConnectInfo connectionInfo, String catalog) throws SQLException {
List<String> dbs = Lists.newArrayList();
final StringBuilder sql = new StringBuilder("SHOW SCHEMAS");
if (StringUtils.isNotBlank(catalog)) {
sql.append(" IN ").append(catalog);
}
try (Connection con = getConnection(connectionInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery(sql.toString())) {
while (rs.next()) {
dbs.add(rs.getString(1));
}
}
return dbs;
}
@Override
public List<String> getTables(ConnectInfo connectInfo, String catalog, String schemaName)
throws SQLException {
List<String> tablesAndViews = new ArrayList<>();
final StringBuilder sql = new StringBuilder("SHOW TABLES");
if (StringUtils.isNotBlank(catalog)) {
sql.append(" IN ").append(catalog).append(".").append(schemaName);
} else {
sql.append(" IN ").append(schemaName);
}
try (Connection con = getConnection(connectInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery(sql.toString())) {
while (rs.next()) {
tablesAndViews.add(rs.getString(1));
}
}
return tablesAndViews;
}
@Override
public String rewriteSql(String sql) {
return sql;
}
}

View File

@@ -1,42 +1,86 @@
package com.tencent.supersonic.headless.core.adaptor.db;
import com.google.common.collect.Lists;
import com.tencent.supersonic.headless.api.pojo.DBColumn;
import com.tencent.supersonic.headless.api.pojo.enums.FieldType;
import com.tencent.supersonic.headless.core.pojo.ConnectInfo;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.util.Assert;
import java.sql.*;
import java.util.ArrayList;
import java.util.List;
import java.util.Properties;
@Slf4j
public class StarrocksAdaptor extends MysqlAdaptor {
@Override
public List<String> getCatalogs(ConnectInfo connectInfo) throws SQLException {
List<String> catalogs = Lists.newArrayList();
try (Connection con = DriverManager.getConnection(connectInfo.getUrl(),
connectInfo.getUserName(), connectInfo.getPassword());
Statement st = con.createStatement();
ResultSet rs = st.executeQuery("SHOW CATALOGS")) {
while (rs.next()) {
catalogs.add(rs.getString(1));
}
}
return catalogs;
}
@Override
public List<String> getDBs(ConnectInfo connectionInfo, String catalog) throws SQLException {
Assert.hasText(catalog, "StarRocks type catalog can not be null or empty");
List<String> dbs = Lists.newArrayList();
try (Connection con = DriverManager.getConnection(connectionInfo.getUrl(),
connectionInfo.getUserName(), connectionInfo.getPassword());
final StringBuilder sql = new StringBuilder("SHOW DATABASES");
if (StringUtils.isNotBlank(catalog)) {
sql.append(" IN ").append(catalog);
}
try (Connection con = getConnection(connectionInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery("SHOW DATABASES IN " + catalog)) {
ResultSet rs = st.executeQuery(sql.toString())) {
while (rs.next()) {
dbs.add(rs.getString(1));
}
}
return dbs;
}
@Override
public List<String> getTables(ConnectInfo connectInfo, String catalog, String schemaName)
throws SQLException {
List<String> tablesAndViews = new ArrayList<>();
final StringBuilder sql = new StringBuilder("SHOW TABLES");
if (StringUtils.isNotBlank(catalog)) {
sql.append(" IN ").append(catalog).append(".").append(schemaName);
} else {
sql.append(" IN ").append(schemaName);
}
try (Connection con = getConnection(connectInfo);
Statement st = con.createStatement();
ResultSet rs = st.executeQuery(sql.toString())) {
while (rs.next()) {
tablesAndViews.add(rs.getString(1));
}
}
return tablesAndViews;
}
@Override
public List<DBColumn> getColumns(ConnectInfo connectInfo, String catalog, String schemaName,
String tableName) throws SQLException {
List<DBColumn> dbColumns = new ArrayList<>();
try (Connection con = getConnection(connectInfo); Statement st = con.createStatement()) {
// 切换到指定的 catalog或 database/schema这在某些 SQL 方言中很重要
if (StringUtils.isNotBlank(catalog)) {
st.execute("SET CATALOG " + catalog);
}
// 获取 DatabaseMetaData; 需要注意调用此方法的位置(在 USE 之后)
DatabaseMetaData metaData = con.getMetaData();
// 获取特定表的列信息
try (ResultSet columns = metaData.getColumns(schemaName, schemaName, tableName, null)) {
while (columns.next()) {
String columnName = columns.getString("COLUMN_NAME");
String dataType = columns.getString("TYPE_NAME");
String remarks = columns.getString("REMARKS");
FieldType fieldType = classifyColumnType(dataType);
dbColumns.add(new DBColumn(columnName, dataType, remarks, fieldType));
}
}
}
return dbColumns;
}
}

View File

@@ -0,0 +1,8 @@
package com.tencent.supersonic.headless.core.adaptor.db;
import com.tencent.supersonic.common.pojo.Constants;
import com.tencent.supersonic.common.pojo.enums.TimeDimensionEnum;
public class TrinoAdaptor extends PrestoAdaptor {
}

View File

@@ -1,5 +1,6 @@
package com.tencent.supersonic.headless.core.translator.parser.calcite;
import com.google.common.collect.Sets;
import com.tencent.supersonic.common.calcite.Configuration;
import com.tencent.supersonic.common.pojo.enums.EngineType;
import com.tencent.supersonic.headless.api.pojo.Dimension;
@@ -9,17 +10,26 @@ import com.tencent.supersonic.headless.api.pojo.response.DatabaseResp;
import com.tencent.supersonic.headless.api.pojo.response.DimSchemaResp;
import com.tencent.supersonic.headless.api.pojo.response.MetricSchemaResp;
import com.tencent.supersonic.headless.api.pojo.response.ModelResp;
import com.tencent.supersonic.headless.core.pojo.*;
import com.tencent.supersonic.headless.core.pojo.JoinRelation;
import com.tencent.supersonic.headless.core.pojo.Ontology;
import com.tencent.supersonic.headless.core.pojo.OntologyQuery;
import com.tencent.supersonic.headless.core.pojo.QueryStatement;
import com.tencent.supersonic.headless.core.translator.parser.Constants;
import lombok.extern.slf4j.Slf4j;
import org.apache.calcite.sql.*;
import org.apache.calcite.sql.fun.SqlStdOperatorTable;
import org.apache.calcite.sql.parser.SqlParseException;
import org.apache.calcite.sql.parser.SqlParser;
import org.apache.calcite.sql.parser.SqlParserPos;
import org.apache.calcite.sql.validate.SqlValidatorScope;
import org.apache.commons.collections.CollectionUtils;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.lang3.tuple.Triple;
import org.springframework.util.CollectionUtils;
import org.jgrapht.Graph;
import org.jgrapht.GraphPath;
import org.jgrapht.alg.shortestpath.DijkstraShortestPath;
import org.jgrapht.graph.DefaultEdge;
import org.jgrapht.graph.DefaultUndirectedGraph;
import java.util.*;
import java.util.stream.Collectors;
@@ -37,6 +47,8 @@ public class SqlBuilder {
public String buildOntologySql(QueryStatement queryStatement) throws Exception {
OntologyQuery ontologyQuery = queryStatement.getOntologyQuery();
Ontology ontology = queryStatement.getOntology();
if (ontologyQuery.getLimit() == null) {
ontologyQuery.setLimit(0L);
}
@@ -46,7 +58,14 @@ public class SqlBuilder {
throw new Exception("data model not found");
}
TableView tableView = render(ontologyQuery, new ArrayList<>(dataModels), scope, schema);
TableView tableView;
if (!CollectionUtils.isEmpty(ontology.getJoinRelations()) && dataModels.size() > 1) {
Set<ModelResp> models = probeRelatedModels(dataModels, queryStatement.getOntology());
tableView = render(ontologyQuery, models, scope, schema);
} else {
tableView = render(ontologyQuery, dataModels, scope, schema);
}
SqlNode parserNode = tableView.build();
DatabaseResp database = queryStatement.getOntology().getDatabase();
EngineType engineType = EngineType.fromString(database.getType());
@@ -54,7 +73,61 @@ public class SqlBuilder {
return SemanticNode.getSql(parserNode, engineType);
}
private SqlNode optimizeParseNode(SqlNode parserNode, EngineType engineType) {
private Set<ModelResp> probeRelatedModels(Set<ModelResp> dataModels, Ontology ontology) {
List<JoinRelation> joinRelations = ontology.getJoinRelations();
Graph<String, DefaultEdge> graph = buildGraph(joinRelations);
DijkstraShortestPath<String, DefaultEdge> dijkstraAlg = new DijkstraShortestPath<>(graph);
Set<String> queryModels =
dataModels.stream().map(ModelResp::getName).collect(Collectors.toSet());
GraphPath<String, DefaultEdge> selectedGraphPath = null;
for (String fromModel : queryModels) {
for (String toModel : queryModels) {
if (fromModel != toModel) {
GraphPath<String, DefaultEdge> path = dijkstraAlg.getPath(fromModel, toModel);
if (isGraphPathContainsAll(path, queryModels)) {
selectedGraphPath = path;
break;
}
}
}
}
if (selectedGraphPath == null) {
return dataModels;
}
Set<String> modelNames = Sets.newHashSet();
for (DefaultEdge edge : selectedGraphPath.getEdgeList()) {
modelNames.add(selectedGraphPath.getGraph().getEdgeSource(edge));
modelNames.add(selectedGraphPath.getGraph().getEdgeTarget(edge));
}
return modelNames.stream().map(m -> ontology.getModelMap().get(m))
.collect(Collectors.toSet());
}
private boolean isGraphPathContainsAll(GraphPath<String, DefaultEdge> graphPath,
Set<String> vertex) {
Set<String> allVertex = Sets.newHashSet();
for (DefaultEdge edge : graphPath.getEdgeList()) {
allVertex.add(graphPath.getGraph().getEdgeSource(edge));
allVertex.add(graphPath.getGraph().getEdgeTarget(edge));
}
Collection<String> intersect =
org.apache.commons.collections.CollectionUtils.intersection(vertex, allVertex);
return intersect.size() == vertex.size() ? true : false;
}
private Graph<String, DefaultEdge> buildGraph(List<JoinRelation> joinRelations) {
Graph<String, DefaultEdge> directedGraph = new DefaultUndirectedGraph<>(DefaultEdge.class);
for (JoinRelation joinRelation : joinRelations) {
directedGraph.addVertex(joinRelation.getLeft());
directedGraph.addVertex(joinRelation.getRight());
directedGraph.addEdge(joinRelation.getLeft(), joinRelation.getRight());
}
return directedGraph;
}
private SqlNode optimizeParseNode(SqlNode parserNode, EngineType engineType)
throws SqlParseException {
if (Objects.isNull(schema.getRuntimeOptions())
|| Objects.isNull(schema.getRuntimeOptions().getEnableOptimize())
|| !schema.getRuntimeOptions().getEnableOptimize()) {
@@ -62,14 +135,10 @@ public class SqlBuilder {
}
SqlNode optimizeNode = null;
try {
SqlNode sqlNode = SqlParser.create(SemanticNode.getSql(parserNode, engineType),
Configuration.getParserConfig(engineType)).parseStmt();
if (Objects.nonNull(sqlNode)) {
optimizeNode = SemanticNode.optimize(scope, schema, sqlNode, engineType);
}
} catch (Exception e) {
log.error("optimize error {}", e);
SqlNode sqlNode = SqlParser.create(SemanticNode.getSql(parserNode, engineType),
Configuration.getParserConfig(engineType)).parseStmt();
if (Objects.nonNull(sqlNode)) {
optimizeNode = SemanticNode.optimize(scope, schema, sqlNode, engineType);
}
if (Objects.nonNull(optimizeNode)) {
@@ -79,7 +148,7 @@ public class SqlBuilder {
return parserNode;
}
private TableView render(OntologyQuery ontologyQuery, List<ModelResp> dataModels,
private TableView render(OntologyQuery ontologyQuery, Set<ModelResp> dataModels,
SqlValidatorScope scope, S2CalciteSchema schema) throws Exception {
SqlNode left = null;
TableView leftTable = null;
@@ -88,8 +157,7 @@ public class SqlBuilder {
Map<String, String> beforeModels = new HashMap<>();
EngineType engineType = EngineType.fromString(schema.getOntology().getDatabase().getType());
for (int i = 0; i < dataModels.size(); i++) {
final ModelResp dataModel = dataModels.get(i);
for (ModelResp dataModel : dataModels) {
final Set<DimSchemaResp> queryDimensions =
ontologyQuery.getDimensionsByModel(dataModel.getName());
final Set<MetricSchemaResp> queryMetrics =
@@ -141,7 +209,8 @@ public class SqlBuilder {
SqlLiteral sqlLiteral = SemanticNode.getJoinSqlLiteral("");
JoinRelation matchJoinRelation = getMatchJoinRelation(before, rightTable, schema);
SqlNode joinRelationCondition;
if (!CollectionUtils.isEmpty(matchJoinRelation.getJoinCondition())) {
if (!org.apache.commons.collections.CollectionUtils
.isEmpty(matchJoinRelation.getJoinCondition())) {
sqlLiteral = SemanticNode.getJoinSqlLiteral(matchJoinRelation.getJoinType());
joinRelationCondition = getCondition(matchJoinRelation, scope, engineType);
condition = joinRelationCondition;
@@ -170,12 +239,19 @@ public class SqlBuilder {
} else if (joinRelation.getLeft()
.equalsIgnoreCase(tableView.getDataModel().getName())
&& before.containsKey(joinRelation.getRight())) {
matchJoinRelation.setJoinCondition(joinRelation.getJoinCondition().stream()
List<Triple<String, String, String>> candidateJoinCon = joinRelation
.getJoinCondition().stream()
.map(r -> Triple.of(
before.get(joinRelation.getRight()) + "." + r.getRight(),
r.getMiddle(), tableView.getAlias() + "." + r.getLeft()))
.collect(Collectors.toList()));
matchJoinRelation.setJoinType(joinRelation.getJoinType());
.collect(Collectors.toList());
// added by jerryjzhang on 20250214
// use the one with the most conditions to join left and right tables
if (matchJoinRelation.getJoinCondition() == null || candidateJoinCon
.size() > matchJoinRelation.getJoinCondition().size()) {
matchJoinRelation.setJoinCondition(candidateJoinCon);
matchJoinRelation.setJoinType(joinRelation.getJoinType());
}
}
}
}

View File

@@ -40,11 +40,24 @@ public class JdbcDataSourceUtils {
log.error(e.toString(), e);
return false;
}
try (Connection con = DriverManager.getConnection(database.getUrl(), database.getUsername(),
database.passwordDecrypt())) {
return con != null;
} catch (SQLException e) {
log.error(e.toString(), e);
// presto/trino ssl=false connection need password
if (database.getUrl().startsWith("jdbc:presto")
|| database.getUrl().startsWith("jdbc:trino")) {
if (database.getUrl().toLowerCase().contains("ssl=false")) {
try (Connection con = DriverManager.getConnection(database.getUrl(),
database.getUsername(), null)) {
return con != null;
} catch (SQLException e) {
log.error(e.toString(), e);
}
}
} else {
try (Connection con = DriverManager.getConnection(database.getUrl(),
database.getUsername(), database.passwordDecrypt())) {
return con != null;
} catch (SQLException e) {
log.error(e.toString(), e);
}
}
return false;

View File

@@ -17,6 +17,9 @@ public class DbParameterFactory {
parametersBuilder.put(EngineType.POSTGRESQL.getName(), new PostgresqlParametersBuilder());
parametersBuilder.put(EngineType.HANADB.getName(), new HanadbParametersBuilder());
parametersBuilder.put(EngineType.STARROCKS.getName(), new StarrocksParametersBuilder());
parametersBuilder.put(EngineType.KYUUBI.getName(), new KyuubiParametersBuilder());
parametersBuilder.put(EngineType.PRESTO.getName(), new PrestoParametersBuilder());
parametersBuilder.put(EngineType.TRINO.getName(), new TrinoParametersBuilder());
parametersBuilder.put(EngineType.OTHER.getName(), new OtherParametersBuilder());
}

View File

@@ -29,6 +29,7 @@ public class DefaultParametersBuilder implements DbParametersBuilder {
password.setComment("密码");
password.setName("password");
password.setPlaceholder("请输入密码");
password.setRequire(false);
databaseParameters.add(password);
return databaseParameters;

View File

@@ -0,0 +1,16 @@
package com.tencent.supersonic.headless.server.pojo;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import java.util.List;
@Service
@Slf4j
public class KyuubiParametersBuilder extends DefaultParametersBuilder {
@Override
public List<DatabaseParameter> build() {
return super.build();
}
}

View File

@@ -0,0 +1,16 @@
package com.tencent.supersonic.headless.server.pojo;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import java.util.List;
@Service
@Slf4j
public class PrestoParametersBuilder extends DefaultParametersBuilder {
@Override
public List<DatabaseParameter> build() {
return super.build();
}
}

View File

@@ -0,0 +1,16 @@
package com.tencent.supersonic.headless.server.pojo;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import java.util.List;
@Service
@Slf4j
public class TrinoParametersBuilder extends DefaultParametersBuilder {
@Override
public List<DatabaseParameter> build() {
return super.build();
}
}

View File

@@ -89,15 +89,17 @@ public class DatabaseController {
@RequestMapping("/getTables")
public List<String> getTables(@RequestParam("databaseId") Long databaseId,
@RequestParam(value = "catalog", required = false) String catalog,
@RequestParam("db") String db) throws SQLException {
return databaseService.getTables(databaseId, db);
return databaseService.getTables(databaseId, catalog, db);
}
@RequestMapping("/getColumnsByName")
public List<DBColumn> getColumnsByName(@RequestParam("databaseId") Long databaseId,
@RequestParam(name = "catalog", required = false) String catalog,
@RequestParam("db") String db, @RequestParam("table") String table)
throws SQLException {
return databaseService.getColumns(databaseId, db, table);
return databaseService.getColumns(databaseId, catalog, db, table);
}
@PostMapping("/listColumnsBySql")

View File

@@ -40,11 +40,11 @@ public interface DatabaseService {
List<String> getDbNames(Long id, String catalog) throws SQLException;
List<String> getTables(Long id, String db) throws SQLException;
List<String> getTables(Long id, String catalog, String db) throws SQLException;
Map<String, List<DBColumn>> getDbColumns(ModelBuildReq modelBuildReq) throws SQLException;
List<DBColumn> getColumns(Long id, String db, String table) throws SQLException;
List<DBColumn> getColumns(Long id, String catalog, String db, String table) throws SQLException;
List<DBColumn> getColumns(Long id, String sql) throws SQLException;
}

View File

@@ -214,10 +214,10 @@ public class DatabaseServiceImpl extends ServiceImpl<DatabaseDOMapper, DatabaseD
}
@Override
public List<String> getTables(Long id, String db) throws SQLException {
public List<String> getTables(Long id, String catalog, String db) throws SQLException {
DatabaseResp databaseResp = getDatabase(id);
DbAdaptor dbAdaptor = DbAdaptorFactory.getEngineAdaptor(databaseResp.getType());
return dbAdaptor.getTables(DatabaseConverter.getConnectInfo(databaseResp), db);
return dbAdaptor.getTables(DatabaseConverter.getConnectInfo(databaseResp), catalog, db);
}
@Override
@@ -233,8 +233,8 @@ public class DatabaseServiceImpl extends ServiceImpl<DatabaseDOMapper, DatabaseD
dbColumnMap.put(modelBuildReq.getSql(), columns);
} else {
for (String table : modelBuildReq.getTables()) {
List<DBColumn> columns =
getColumns(modelBuildReq.getDatabaseId(), modelBuildReq.getDb(), table);
List<DBColumn> columns = getColumns(modelBuildReq.getDatabaseId(),
modelBuildReq.getCatalog(), modelBuildReq.getDb(), table);
dbColumnMap.put(table, columns);
}
}
@@ -242,15 +242,17 @@ public class DatabaseServiceImpl extends ServiceImpl<DatabaseDOMapper, DatabaseD
}
@Override
public List<DBColumn> getColumns(Long id, String db, String table) throws SQLException {
public List<DBColumn> getColumns(Long id, String catalog, String db, String table)
throws SQLException {
DatabaseResp databaseResp = getDatabase(id);
return getColumns(databaseResp, db, table);
return getColumns(databaseResp, catalog, db, table);
}
public List<DBColumn> getColumns(DatabaseResp databaseResp, String db, String table)
throws SQLException {
public List<DBColumn> getColumns(DatabaseResp databaseResp, String catalog, String db,
String table) throws SQLException {
DbAdaptor engineAdaptor = DbAdaptorFactory.getEngineAdaptor(databaseResp.getType());
return engineAdaptor.getColumns(DatabaseConverter.getConnectInfo(databaseResp), db, table);
return engineAdaptor.getColumns(DatabaseConverter.getConnectInfo(databaseResp), catalog, db,
table);
}
@Override

View File

@@ -4,9 +4,9 @@ spring:
url: jdbc:postgresql://${DB_HOST}:${DB_PORT:5432}/${DB_NAME}?stringtype=unspecified
username: ${DB_USERNAME}
password: ${DB_PASSWORD}
sql:
init:
continue-on-error: true
mode: always
username: ${DB_USERNAME}
password: ${DB_PASSWORD}

View File

@@ -5,21 +5,21 @@ CREATE TABLE IF NOT EXISTS `s2_agent` (
`examples` TEXT COLLATE utf8_unicode_ci DEFAULT NULL,
`status` tinyint DEFAULT NULL,
`model` varchar(100) COLLATE utf8_unicode_ci DEFAULT NULL,
`tool_config` varchar(6000) COLLATE utf8_unicode_ci DEFAULT NULL,
`llm_config` varchar(2000) COLLATE utf8_unicode_ci DEFAULT NULL,
`tool_config` TEXT COLLATE utf8_unicode_ci DEFAULT NULL,
`llm_config` TEXT COLLATE utf8_unicode_ci DEFAULT NULL,
`chat_model_config` text COLLATE utf8_unicode_ci DEFAULT NULL,
`visual_config` varchar(2000) COLLATE utf8_unicode_ci DEFAULT NULL,
`visual_config` TEXT COLLATE utf8_unicode_ci DEFAULT NULL,
`enable_search` tinyint DEFAULT 1,
`enable_feedback` tinyint DEFAULT 1,
`created_by` varchar(100) COLLATE utf8_unicode_ci DEFAULT NULL,
`created_at` datetime DEFAULT NULL,
`updated_by` varchar(100) COLLATE utf8_unicode_ci DEFAULT NULL,
`updated_at` datetime DEFAULT NULL,
`admin` varchar(3000) DEFAULT NULL COMMENT '管理员',
`admin_org` varchar(3000) DEFAULT NULL COMMENT '管理员组织',
`admin` varchar(1000) DEFAULT NULL COMMENT '管理员',
`admin_org` varchar(1000) DEFAULT NULL COMMENT '管理员组织',
`is_open` tinyint DEFAULT NULL COMMENT '是否公开',
`viewer` varchar(3000) DEFAULT NULL COMMENT '可用用户',
`view_org` varchar(3000) DEFAULT NULL COMMENT '可用组织',
`viewer` varchar(1000) DEFAULT NULL COMMENT '可用用户',
`view_org` varchar(1000) DEFAULT NULL COMMENT '可用组织',
PRIMARY KEY (`id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8 COLLATE=utf8_unicode_ci;

View File

@@ -41,3 +41,5 @@ s2:
threshold: 0.5
min:
threshold: 0.3
embedding:
use-llm-enhance: true

26
pom.xml
View File

@@ -26,7 +26,7 @@
</parent>
<properties>
<revision>0.9.10-SNAPSHOT</revision>
<revision>0.9.10</revision>
<java.source.version>21</java.source.version>
<java.target.version>21</java.target.version>
<maven.compiler.source>21</maven.compiler.source>
@@ -47,6 +47,9 @@
<jjwt.version>0.12.3</jjwt.version>
<alibaba.druid.version>1.2.24</alibaba.druid.version>
<mysql.connector.java.version>5.1.46</mysql.connector.java.version>
<kyuubi.version>1.10.1</kyuubi.version>
<presto.version>0.291</presto.version>
<trino.version>471</trino.version>
<mybatis.plus.version>3.5.7</mybatis.plus.version>
<httpclient5.version>5.4.1</httpclient5.version>
<!-- <httpcore.version>4.4.16</httpcore.version>-->
@@ -79,6 +82,7 @@
<spotless.skip>false</spotless.skip>
<stax2.version>4.2.1</stax2.version>
<aws-java-sdk.version>1.12.780</aws-java-sdk.version>
<jgrapht.version>1.5.2</jgrapht.version>
</properties>
<dependencyManagement>
@@ -208,6 +212,21 @@
<artifactId>mysql-connector-java</artifactId>
<version>${mysql.connector.java.version}</version>
</dependency>
<dependency>
<groupId>org.apache.kyuubi</groupId>
<artifactId>kyuubi-hive-jdbc</artifactId>
<version>${kyuubi.version}</version>
</dependency>
<dependency>
<groupId>com.facebook.presto</groupId>
<artifactId>presto-jdbc</artifactId>
<version>${presto.version}</version>
</dependency>
<dependency>
<groupId>io.trino</groupId>
<artifactId>trino-jdbc</artifactId>
<version>${trino.version}</version>
</dependency>
<dependency>
<groupId>org.mockito</groupId>
<artifactId>mockito-inline</artifactId>
@@ -218,6 +237,11 @@
<artifactId>aws-java-sdk</artifactId>
<version>${aws-java-sdk.version}</version>
</dependency>
<dependency>
<groupId>org.jgrapht</groupId>
<artifactId>jgrapht-core</artifactId>
<version>${jgrapht.version}</version>
</dependency>
</dependencies>
</dependencyManagement>

View File

@@ -155,29 +155,8 @@ export default defineConfig({
//================ pro 插件配置 =================
presets: ['umi-presets-pro'],
/**
* @name openAPI 插件的配置
* @description 基于 openapi 的规范生成serve 和mock能减少很多样板代码
* @doc https://pro.ant.design/zh-cn/docs/openapi/
*/
// openAPI: [
// {
// requestLibPath: "import { request } from '@umijs/max'",
// // 或者使用在线的版本
// // schemaPath: "https://gw.alipayobjects.com/os/antfincdn/M%24jrzTTYJN/oneapi.json"
// schemaPath: join(__dirname, 'oneapi.json'),
// mock: false,
// },
// {
// requestLibPath: "import { request } from '@umijs/max'",
// schemaPath: 'https://gw.alipayobjects.com/os/antfincdn/CA1dOm%2631B/openapi.json',
// projectName: 'swagger',
// },
// ],
// 将insights-flow相关包排除出mfsu编译在pnpm link 模式下保持热更新
mfsu: {
strategy: 'normal',
// exclude: ['supersonic-insights-flow-components', 'supersonic-insights-flow-core'],
},
requestRecord: {},
exportStatic: {},

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@@ -147,8 +147,8 @@ export const layout: RunTimeLayoutConfig = (params) => {
height: location.pathname.includes('chat') ? 'calc(100vh - 56px)' : undefined,
}}
>
<AppPage dom={dom} />
{/* {dom} */}
{/* <AppPage dom={dom} /> */}
{dom}
{history.location.pathname !== '/chat' && !isMobile && (
<Copilot token={getToken() || ''} isDeveloper />
)}

View File

@@ -24,6 +24,7 @@ const ModelBasicForm: React.FC<Props> = ({
mode = 'normal',
}) => {
const [currentDbLinkConfigId, setCurrentDbLinkConfigId] = useState<number>();
const [currentCatalog, setCurrentCatalog] = useState<string>("");
const [catalogList, setCatalogList] = useState<string[]>([]);
const [dbNameList, setDbNameList] = useState<string[]>([]);
const [tableNameList, setTableNameList] = useState<any[]>([]);
@@ -55,8 +56,8 @@ const ModelBasicForm: React.FC<Props> = ({
const onDatabaseSelect = (databaseId: number, type: string) => {
setLoading(true);
if (type === 'STARROCKS') {
queryCatalogList(databaseId)
if (type === 'STARROCKS' || type === 'KYUUBI' || type === 'PRESTO' || type === 'TRINO') {
queryCatalogList(databaseId);
setCatalogSelectOpen(true);
setDbNameList([]);
} else {
@@ -88,9 +89,11 @@ const ModelBasicForm: React.FC<Props> = ({
queryDbNameList(currentDbLinkConfigId, catalog);
}
form.setFieldsValue({
catalog: catalog,
dbName: undefined,
tableName: undefined,
})
setCurrentCatalog(catalog);
}
const queryDbNameList = async (databaseId: number, catalog: string) => {
@@ -110,7 +113,7 @@ const ModelBasicForm: React.FC<Props> = ({
return;
}
setLoading(true);
const { code, data, msg } = await getTables(currentDbLinkConfigId, databaseName);
const { code, data, msg } = await getTables(currentDbLinkConfigId, currentCatalog, databaseName);
setLoading(false);
if (code === 200) {
const list = data || [];
@@ -136,6 +139,7 @@ const ModelBasicForm: React.FC<Props> = ({
onSelect={(dbLinkConfigId: number, option) => {
onDatabaseSelect(dbLinkConfigId, option.type);
setCurrentDbLinkConfigId(dbLinkConfigId);
setCurrentCatalog("");
}}
>
{databaseConfigList.map((item) => (

View File

@@ -351,12 +351,24 @@ const ModelCreateForm: React.FC<CreateFormProps> = ({
let columns = fieldColumns || [];
if (queryType === 'table_query') {
const tableQueryString = tableQuery || '';
const [dbName, tableName] = tableQueryString.split('.');
columns = await queryTableColumnList(modelItem.databaseId, dbName, tableName);
tableQueryInitValue = {
dbName,
tableName,
};
if (tableQueryString.split('.').length === 3) {
const [catalog, dbName, tableName] = tableQueryString.split('.');
columns = await queryTableColumnList(modelItem.databaseId, catalog, dbName, tableName);
tableQueryInitValue = {
catalog,
dbName,
tableName,
};
}
if (tableQueryString.split('.').length === 2) {
const [dbName, tableName] = tableQueryString.split('.');
columns = await queryTableColumnList(modelItem.databaseId, '', dbName, tableName);
tableQueryInitValue = {
catalog: '',
dbName,
tableName,
};
}
}
formatterInitData(columns, tableQueryInitValue);
};
@@ -426,8 +438,8 @@ const ModelCreateForm: React.FC<CreateFormProps> = ({
setFields(result);
};
const queryTableColumnList = async (databaseId: number, dbName: string, tableName: string) => {
const { code, data, msg } = await getColumns(databaseId, dbName, tableName);
const queryTableColumnList = async (databaseId: number, catalog: string, dbName: string, tableName: string) => {
const { code, data, msg } = await getColumns(databaseId, catalog, dbName, tableName);
if (code === 200) {
const list = data || [];
const columns = list.map((item: any, index: number) => {
@@ -563,10 +575,10 @@ const ModelCreateForm: React.FC<CreateFormProps> = ({
}}
onValuesChange={(value, values) => {
const { tableName } = value;
const { dbName, databaseId } = values;
const { catalog, dbName, databaseId } = values;
setFormDatabaseId(databaseId);
if (tableName) {
queryTableColumnList(databaseId, dbName, tableName);
queryTableColumnList(databaseId, catalog, dbName, tableName);
}
}}
className={styles.form}

View File

@@ -1,9 +1,9 @@
import { PlusOutlined, EditOutlined, DeleteOutlined } from '@ant-design/icons';
import { Input, message, Popconfirm, Tooltip, Row, Col, Button, Menu } from 'antd';
import { Input, message, Popconfirm, Tooltip, Row, Col, Button, Menu, MenuProps } from 'antd';
import type { DataNode } from 'antd/lib/tree';
import { useEffect, useState } from 'react';
import type { FC } from 'react';
import { useModel } from '@umijs/max';
import { useModel, history } from '@umijs/max';
import { createDomain, updateDomain, deleteDomain } from '../service';
import DomainInfoForm from './DomainInfoForm';
import styles from './style.less';
@@ -71,6 +71,7 @@ const DomainListTree: FC<DomainListProps> = ({
message.success('编辑分类成功');
setProjectInfoModalVisible(false);
onTreeDataUpdate?.();
window.location.reload();
} else {
message.error(res.msg);
}
@@ -78,10 +79,13 @@ const DomainListTree: FC<DomainListProps> = ({
const domainSubmit = async (values: any) => {
if (values.modelType === 'add') {
const { code, data } = await createDomain(values);
// if (code === 200 && values.type === 'top') {
// await createDefaultModelSet(data.id);
// }
const { code, data, msg } = await createDomain(values);
if (code === 200) {
history.push(`/model/domain/${data.id}`);
window.location.reload();
} else {
message.error(msg);
}
} else if (values.modelType === 'edit') {
await editProject(values);
}
@@ -95,6 +99,7 @@ const DomainListTree: FC<DomainListProps> = ({
message.success('删除成功');
setProjectInfoModalVisible(false);
onTreeDataUpdate?.();
window.location.reload();
} else {
message.error(res.msg);
}
@@ -104,12 +109,7 @@ const DomainListTree: FC<DomainListProps> = ({
const { id, name, path, hasEditPermission, parentId, hasModel } = node as any;
const type = parentId === 0 ? 'top' : 'normal';
return (
<div
className={styles.projectItem}
// onClick={() => {
// handleSelect(id);
// }}
>
<div className={styles.projectItem}>
<span className={styles.projectItemTitle}>{name}</span>
{createDomainBtnVisible && hasEditPermission && (
<span className={`${styles.operation} ${styles.rowHover} `}>
@@ -175,13 +175,12 @@ const DomainListTree: FC<DomainListProps> = ({
return {
key: domain.id,
label: titleRender(domain),
// icon: <AppstoreOutlined />,
};
});
const getLevelKeys = (items1: LevelKeysProps[]) => {
const getLevelKeys = (items1: any[]) => {
const key: Record<string, number> = {};
const func = (items2: LevelKeysProps[], level = 1) => {
const func = (items2: any[], level = 1) => {
items2.forEach((item) => {
if (item.key) {
key[item.key] = level;
@@ -194,7 +193,7 @@ const DomainListTree: FC<DomainListProps> = ({
func(items1);
return key;
};
const levelKeys = getLevelKeys(items as LevelKeysProps[]);
const levelKeys = getLevelKeys(items as any[]);
const [stateOpenKeys, setStateOpenKeys] = useState(['2', '23']);
const onOpenChange: MenuProps['onOpenChange'] = (openKeys) => {

View File

@@ -82,6 +82,7 @@ const ModelTable: React.FC<Props> = ({ modelList, disabledEdit = false, onModelC
});
if (code === 200) {
onModelChange?.();
window.location.reload();
return;
}
message.error(msg);
@@ -198,6 +199,7 @@ const ModelTable: React.FC<Props> = ({ modelList, disabledEdit = false, onModelC
const { code, msg } = await deleteModel(record.id);
if (code === 200) {
onModelChange?.();
window.location.reload();
} else {
message.error(msg);
}
@@ -292,6 +294,7 @@ const ModelTable: React.FC<Props> = ({ modelList, disabledEdit = false, onModelC
onModelChange?.();
setIsEditing(false);
setCreateDataSourceModalOpen(false);
window.location.reload();
}}
onCancel={() => {
setIsEditing(false);

View File

@@ -1,11 +1,8 @@
import { message } from 'antd';
import React, { useEffect, useState } from 'react';
import { history, useParams, useModel, Outlet } from '@umijs/max';
import DomainListTree from './components/DomainList';
import styles from './components/style.less';
import { LeftOutlined, RightOutlined } from '@ant-design/icons';
import React, { useEffect } from 'react';
import { useParams, useModel, Outlet } from '@umijs/max';
import { ISemantic } from './data';
import { getDomainList, getDataSetList, getModelDetail } from './service';
import { getDomainList, getModelDetail } from './service';
import PageBreadcrumb from './PageBreadcrumb';
type Props = {};
@@ -17,20 +14,10 @@ const SemanticModel: React.FC<Props> = ({}) => {
const domainModel = useModel('SemanticModel.domainData');
const modelModel = useModel('SemanticModel.modelData');
const databaseModel = useModel('SemanticModel.databaseData');
const metricModel = useModel('SemanticModel.metricData');
const { setSelectDomain, setDomainList, selectDomainId } = domainModel;
const { selectModel, setSelectModel, setModelTableHistoryParams, MrefreshModelList } = modelModel;
const { setSelectDomain, setDomainList } = domainModel;
const { selectModel, setSelectModel } = modelModel;
const { MrefreshDatabaseList } = databaseModel;
const { selectMetric, setSelectMetric } = metricModel;
// useEffect(() => {
// return () => {
// setSelectMetric(undefined);
// }
// }, [])
const initSelectedDomain = (domainList: ISemantic.IDomainItem[]) => {
const targetNode = domainList.filter((item: any) => {
return `${item.id}` === domainId;
@@ -40,9 +27,7 @@ const SemanticModel: React.FC<Props> = ({}) => {
return item.parentId === 0;
})[0];
if (firstRootNode) {
const { id } = firstRootNode;
setSelectDomain(firstRootNode);
// pushUrlMenu(id, menuKey);
}
} else {
setSelectDomain(targetNode);
@@ -87,7 +72,6 @@ const SemanticModel: React.FC<Props> = ({}) => {
</div>
<div>
<Outlet />
{/* <OverviewContainer /> */}
</div>
</div>
);

View File

@@ -3,7 +3,7 @@ import { useState, useEffect } from 'react';
import { useModel } from '@umijs/max';
export default function Domain() {
const [selectDomain, setSelectDomain] = useState<ISemantic.IDomainItem>(
const [selectDomain, setSelectDomain] = useState<ISemantic.IDomainItem | undefined>(
{} as ISemantic.IDomainItem,
);
const [selectDataSet, setSelectDataSet] = useState<ISemantic.IDatasetItem>();

View File

@@ -398,21 +398,23 @@ export function getDbNames(dbId: number, catalog: string): Promise<any> {
});
}
export function getTables(databaseId: number, dbName: string): Promise<any> {
export function getTables(databaseId: number, catalog: string, dbName: string): Promise<any> {
return request(`${process.env.API_BASE_URL}database/getTables`, {
method: 'GET',
params: {
databaseId,
catalog: catalog,
db: dbName,
},
});
}
export function getColumns(databaseId: number, dbName: string, tableName: string): Promise<any> {
export function getColumns(databaseId: number, catalog: string, dbName: string, tableName: string): Promise<any> {
return request(`${process.env.API_BASE_URL}database/getColumnsByName`, {
method: 'GET',
params: {
databaseId,
catalog: catalog,
db: dbName,
table: tableName,
},