diff --git a/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMapper.java b/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMapper.java index 7cbf7cae1..8b658f38f 100644 --- a/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMapper.java +++ b/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMapper.java @@ -11,6 +11,8 @@ import com.tencent.supersonic.chat.core.utils.HanlpHelper; import com.tencent.supersonic.common.util.ContextUtils; import com.tencent.supersonic.common.util.embedding.Retrieval; import java.util.List; +import java.util.Objects; + import lombok.extern.slf4j.Slf4j; import org.apache.commons.lang3.StringUtils; @@ -37,7 +39,9 @@ public class EmbeddingMapper extends BaseMapper { SchemaElement schemaElement = JSONObject.parseObject(JSONObject.toJSONString(matchResult.getMetadata()), SchemaElement.class); - + if (Objects.isNull(matchResult.getMetadata())) { + continue; + } String modelIdStr = matchResult.getMetadata().get("modelId"); if (StringUtils.isBlank(modelIdStr)) { continue; diff --git a/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMatchStrategy.java b/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMatchStrategy.java index 1c0b13979..23feceaae 100644 --- a/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMatchStrategy.java +++ b/chat/core/src/main/java/com/tencent/supersonic/chat/core/mapper/EmbeddingMatchStrategy.java @@ -106,7 +106,9 @@ public class EmbeddingMatchStrategy extends BaseMatchStrategy { if (StringUtils.isBlank(modelIdStr)) { return true; } - return detectModelIds.contains(Long.parseLong(modelIdStr)); + //return detectModelIds.contains(Long.parseLong(modelIdStr)); + Double modelId = Double.parseDouble(modelIdStr); + return detectModelIds.contains(modelId.longValue()); }); } } diff --git a/evaluation/README_CN.md b/evaluation/README_CN.md index 41e3300d7..df4914227 100644 --- a/evaluation/README_CN.md +++ b/evaluation/README_CN.md @@ -1,10 +1,8 @@ # 评测流程 1. 正常启动项目(必须包括LLM服务) -2. 将要评测问题放到evalution/data目录下，如：internet.txt；将要评测问题对应的SQL也放到evalution/data目录下，如：gold_example_dusql.txt。 -3. 执行evalution.sh脚本，主要包括构建表数据、获取模型预测结果，执行对比逻辑。可以在命令行看到执行准确率，错误case会写到同目录的eval.json文件中。 +2. 执行evalution.sh脚本，主要包括构建表数据、获取模型预测结果，执行对比逻辑。可以在命令行看到执行准确率，错误case会写到同目录的error_case.json文件中。 # 评测意义 -制定大模型评估框架对于提示词或代码更改的影响至关重要，可以帮助我们了解这些变化是否会提高或降低准确率、响应速度。 随着产品规模的扩大，如果没有这样的框架，就会发现自己在盲目地调整黑匣子，有助于帮助我们减少问题、提高效率、增强模型能力。大模型评测的核心目的是确定模型的"聪明"程度，深入探讨其性能、特点和局限性，为行业应用提供方向。 -通过评测，我们可以更好地了解模型的性能、特点、价值、局限性和潜在风险，并为其发展和应用提供支持，具有重要意义。 +制定评估工具对于提示词或代码更改的影响至关重要，方便supersonic快速对接其他模型、更改配置，可以帮助我们了解这些变化是否会提高或降低准确率、响应速度。 diff --git a/evaluation/build_pred_result.py b/evaluation/build_pred_result.py index 7c85bb52a..710c3c4ed 100644 --- a/evaluation/build_pred_result.py +++ b/evaluation/build_pred_result.py @@ -48,7 +48,7 @@ def get_pred_result(): config_file=current_directory+"/config/config.yaml" with open(config_file, 'r') as file: config = yaml.safe_load(file) - input_path=current_directory+"/data/"+config["domain"]+".txt" + input_path=current_directory+"/data/"+"internet.txt" pred_sql_path = current_directory+"/data/"+"pred_example_dusql.txt" pred_sql_exist=os.path.exists(pred_sql_path) if pred_sql_exist: diff --git a/evaluation/build_tables.py b/evaluation/build_tables.py index 6568744da..e903da727 100644 --- a/evaluation/build_tables.py +++ b/evaluation/build_tables.py @@ -288,7 +288,7 @@ def build_table(): with open(config_file, 'r') as file: config = yaml.safe_load(file) db_path=current_directory+"/data/" - db_file=db_path+config["domain"]+".db" + db_file=db_path+"internet.db" db_exist=os.path.exists(db_file) if db_exist: os.remove(db_file) @@ -301,7 +301,7 @@ if __name__ == '__main__': with open(config_file, 'r') as file: config = yaml.safe_load(file) db_path=current_directory+"/data/" - db_file=db_path+config["domain"]+".db" + db_file=db_path+"internet.db" db_exist=os.path.exists(db_file) if db_exist: os.remove(db_file) @@ -311,30 +311,3 @@ if __name__ == '__main__': #build_china_travel_agency(path) - - - - - - # sql="SELECT T3.company_name, T3.annual_turnover, T2.brand_name, T1.revenue_proportion FROM company_revenue AS T1 JOIN brand AS T2 JOIN company AS T3 ON T1.brand_id = T2.brand_id AND T1.company_id = T3.company_id" - # query_sql(sql) - # sql =" select * from ( SELECT brand_name, company_name, sum(revenue_proportion), sum(annual_turnover) FROM (select `sys_imp_date`, `company_name`, `brand_name`, `annual_turnover`, `revenue_proportion`from(select `sys_imp_date`, `company_name`, `brand_name`, `annual_turnover` as `annual_turnover`, `revenue_proportion` as `revenue_proportion`from(select `annual_turnover` as `annual_turnover`, `revenue_proportion` as `revenue_proportion`, `sys_imp_date`, `company_name`, `brand_name`from(select `src1_brand`.`sys_imp_date` as `sys_imp_date`, `src1_company`.`annual_turnover` as `annual_turnover`, `src1_company_revenue`.`revenue_proportion` as `revenue_proportion`, `src1_brand`.`company_id` as `company_id`, `src1_company`.`company_name` as `company_name`, `src1_brand`.`brand_name` as `brand_name`, `src1_brand`.`brand_id` as `brand_id`from(select `annual_turnover` as `annual_turnover`, `imp_date` as `sys_imp_date`, `company_id`, `company_name` as `company_name`, `imp_date` as `imp_date`from(select `imp_date`, `company_id`, `company_name`, `headquarter_address`, `company_established_time`, `founder`, `ceo`, `annual_turnover`, `employee_count`from`company`) as `company`) as `src1_company`inner join (select `revenue_proportion` as `revenue_proportion`, `imp_date` as `sys_imp_date`, `company_id`, `brand_id`, `imp_date` as `imp_date`from(select `imp_date`, `company_id`, `brand_id`, `revenue_proportion`, `profit_proportion`, `expenditure_proportion`from`company_revenue`) as `company_revenue`) as `src1_company_revenue` on `src1_company`.`company_id` = `src1_company_revenue`.`company_id`inner join (select `imp_date` as `sys_imp_date`, `company_id`, `brand_name` as `brand_name`, `brand_id`, `imp_date` as `imp_date`from(select `imp_date`, `brand_id`, `brand_name`, `brand_established_time`, `company_id`, `legal_representative`, `registered_capital`from`brand`) as `brand`) as `src1_brand` on `src1_company`.`company_id` = `src1_brand`.`company_id`) as `src11_`) as `company_company_revenue_brand_0`) as `company_company_revenue_brand_1`) t_103 WHERE sys_imp_date = '2024-01-11' GROUP BY brand_name, company_name, sys_imp_date ORDER BY sum(revenue_proportion) DESC ) a limit 1000 " - # a=query_sql(sql) - # print(a[0][0]) - - - # import pymysql - # - # db = pymysql.connect(host="11.154.212.211", user="semantic", password="semantic2023", database="internet", port=3306) - # - # # 使用cursor()方法获取操作游标 - # cursor = db.cursor() - # - # # 使用execute方法执行SQL语句 - # cursor.execute("select * from company") - # - # # 使用 fetchone() 方法获取一条数据 - # data = cursor.fetchone() - # print(data) - - diff --git a/evaluation/config/config.yaml b/evaluation/config/config.yaml index 6aa2972a8..17f1804f8 100644 --- a/evaluation/config/config.yaml +++ b/evaluation/config/config.yaml @@ -1,4 +1,3 @@ chat_id: 3 agent_id: 4 -domain: internet url: http://localhost:9080 diff --git a/evaluation/error_case.json b/evaluation/error_case.json new file mode 100644 index 000000000..0fb15f375 --- /dev/null +++ b/evaluation/error_case.json @@ -0,0 +1,17 @@ +[ + { + "query": "在各公司所有品牌收入排名中，给出每一个品牌，其所在公司以及收入占该公司的总收入比例，同时给出该公司的年营业额", + "gold_sql": "SELECT T3.company_name, T3.annual_turnover, T2.brand_name, T1.revenue_proportion FROM company_revenue AS T1 JOIN brand AS T2 JOIN company AS T3 ON T1.brand_id = T2.brand_id AND T1.company_id = T3.company_id", + "pred_sql": "select * from tablea" + }, + { + "query": "在各公司所有品牌收入排名中，给出每一个品牌，其所在公司以及收入占该公司的总收入比例", + "gold_sql": "SELECT T3.company_name, T2.brand_name, T1.revenue_proportion FROM company_revenue AS T1 JOIN brand AS T2 JOIN company AS T3 ON T1.brand_id = T2.brand_id AND T1.company_id = T3.company_id", + "pred_sql": "select * from tablea" + }, + { + "query": "在各公司所有品牌收入排名中，给出每一个品牌和其法人，其所在公司以及收入占该公司的总收入比例", + "gold_sql": "SELECT T3.company_name, T2.brand_name, T2.legal_representative, T1.revenue_proportion FROM company_revenue AS T1 JOIN brand AS T2 JOIN company AS T3 ON T1.brand_id = T2.brand_id AND T1.company_id = T3.company_id", + "pred_sql": "select * from tablea" + } +] \ No newline at end of file diff --git a/evaluation/evaluation.py b/evaluation/evaluation.py index 2fe956ffe..081201689 100644 --- a/evaluation/evaluation.py +++ b/evaluation/evaluation.py @@ -513,7 +513,6 @@ def evaluate(gold, predict, db_dir, etype, kmaps,query_path): db_name = db # db = os.path.join(db_dir, db, db + ".sqlite") db = os.path.join(db_dir,db + ".db") - print(db) schema = Schema(get_schema(db)) g_sql = get_sql(schema, g_str) hardness = evaluator.eval_hardness(g_sql) @@ -597,7 +596,7 @@ def evaluate(gold, predict, db_dir, etype, kmaps,query_path): print_scores(scores, etype) print(scores['all']['exec']) current_directory = os.path.dirname(os.path.abspath(__file__)) - file_name=current_directory+"/eval.json" + file_name=current_directory+"/error_case.json" json_exist=os.path.exists(file_name) if json_exist: os.remove(file_name) @@ -884,11 +883,11 @@ def get_evaluation_result(): config = yaml.safe_load(file) db_dir=current_directory+"/data" db_path=current_directory+"/data/" - db_file=db_path+config["domain"]+".db" + db_file=db_path+"internet.db" pred = current_directory+"/data/"+"pred_example_dusql.txt" gold = current_directory+"/data/"+"gold_example_dusql.txt" table= current_directory+"/data/"+"tables_dusql.json" - query_path=current_directory+"/data/"+config["domain"]+".txt" + query_path=current_directory+"/data/"+"internet.txt" etype="exec" kmaps = build_foreign_key_map_from_json(table) @@ -900,7 +899,7 @@ def remove_unused_file(): with open(config_file, 'r') as file: config = yaml.safe_load(file) db_path=current_directory+"/data/" - db_file=db_path+config["domain"]+".db" + db_file=db_path+"internet.db" pred_file = current_directory+"/data/"+"pred_example_dusql.txt" db_exist=os.path.exists(db_file) diff --git a/launchers/standalone/src/main/java/com/tencent/supersonic/BenchMarkDemoDataLoader.java b/launchers/standalone/src/main/java/com/tencent/supersonic/BenchMarkDemoDataLoader.java index 567a9882e..a29524051 100644 --- a/launchers/standalone/src/main/java/com/tencent/supersonic/BenchMarkDemoDataLoader.java +++ b/launchers/standalone/src/main/java/com/tencent/supersonic/BenchMarkDemoDataLoader.java @@ -6,18 +6,28 @@ import com.tencent.supersonic.common.pojo.JoinCondition; import com.tencent.supersonic.common.pojo.ModelRela; import com.tencent.supersonic.common.pojo.enums.AggOperatorEnum; import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum; -import com.tencent.supersonic.headless.api.pojo.enums.DimensionType; -import com.tencent.supersonic.headless.api.pojo.enums.IdentifyType; +import com.tencent.supersonic.common.pojo.enums.TimeMode; +import com.tencent.supersonic.common.pojo.enums.TypeEnums; +import com.tencent.supersonic.headless.api.pojo.TimeDefaultConfig; +import com.tencent.supersonic.headless.api.pojo.ModelDetail; import com.tencent.supersonic.headless.api.pojo.Dim; import com.tencent.supersonic.headless.api.pojo.DimensionTimeTypeParams; +import com.tencent.supersonic.headless.api.pojo.ViewDetail; +import com.tencent.supersonic.headless.api.pojo.ViewModelConfig; import com.tencent.supersonic.headless.api.pojo.Identify; import com.tencent.supersonic.headless.api.pojo.Measure; -import com.tencent.supersonic.headless.api.pojo.ModelDetail; +import com.tencent.supersonic.headless.api.pojo.QueryConfig; +import com.tencent.supersonic.headless.api.pojo.TagTypeDefaultConfig; +import com.tencent.supersonic.headless.api.pojo.MetricTypeDefaultConfig; +import com.tencent.supersonic.headless.api.pojo.enums.DimensionType; +import com.tencent.supersonic.headless.api.pojo.enums.IdentifyType; import com.tencent.supersonic.headless.api.pojo.request.DomainReq; import com.tencent.supersonic.headless.api.pojo.request.ModelReq; +import com.tencent.supersonic.headless.api.pojo.request.ViewReq; import com.tencent.supersonic.headless.server.service.DomainService; import com.tencent.supersonic.headless.server.service.ModelRelaService; import com.tencent.supersonic.headless.server.service.ModelService; +import com.tencent.supersonic.headless.server.service.ViewService; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Component; @@ -40,6 +50,9 @@ public class BenchMarkDemoDataLoader { @Autowired private ModelRelaService modelRelaService; + @Autowired + private ViewService viewService; + public void doRun() { try { addDomain(); @@ -47,6 +60,7 @@ public class BenchMarkDemoDataLoader { addModel_2(); addModel_3(); addModel_4(); + addView_1(); addModelRela_1(); addModelRela_2(); addModelRela_3(); @@ -194,6 +208,42 @@ public class BenchMarkDemoDataLoader { modelService.createModel(modelReq, user); } + public void addView_1() { + ViewReq viewReq = new ViewReq(); + viewReq.setName("cspider"); + viewReq.setBizName("singer"); + viewReq.setDomainId(3L); + viewReq.setDescription("包含cspider数据集相关标签和指标信息"); + viewReq.setAdmins(Lists.newArrayList("admin")); + List viewModelConfigs = Lists.newArrayList( + new ViewModelConfig(5L, Lists.newArrayList(8L), Lists.newArrayList()), + new ViewModelConfig(6L, Lists.newArrayList(9L, 10L), Lists.newArrayList()), + new ViewModelConfig(7L, Lists.newArrayList(11L, 12L), Lists.newArrayList()), + new ViewModelConfig(8L, Lists.newArrayList(13L, 14L, 15L), Lists.newArrayList(8L, 9L)) + ); + ViewDetail viewDetail = new ViewDetail(); + viewDetail.setViewModelConfigs(viewModelConfigs); + viewReq.setViewDetail(viewDetail); + viewReq.setTypeEnum(TypeEnums.VIEW); + QueryConfig queryConfig = new QueryConfig(); + TagTypeDefaultConfig tagTypeDefaultConfig = new TagTypeDefaultConfig(); + TimeDefaultConfig tagTimeDefaultConfig = new TimeDefaultConfig(); + tagTimeDefaultConfig.setTimeMode(TimeMode.LAST); + tagTimeDefaultConfig.setUnit(7); + tagTypeDefaultConfig.setTimeDefaultConfig(tagTimeDefaultConfig); + tagTypeDefaultConfig.setDimensionIds(Lists.newArrayList()); + tagTypeDefaultConfig.setMetricIds(Lists.newArrayList()); + MetricTypeDefaultConfig metricTypeDefaultConfig = new MetricTypeDefaultConfig(); + TimeDefaultConfig timeDefaultConfig = new TimeDefaultConfig(); + timeDefaultConfig.setTimeMode(TimeMode.RECENT); + timeDefaultConfig.setUnit(7); + metricTypeDefaultConfig.setTimeDefaultConfig(timeDefaultConfig); + queryConfig.setTagTypeDefaultConfig(tagTypeDefaultConfig); + queryConfig.setMetricTypeDefaultConfig(metricTypeDefaultConfig); + viewReq.setQueryConfig(queryConfig); + viewService.save(viewReq, User.getFakeUser()); + } + public void addModelRela_1() { List joinConditions = Lists.newArrayList(); joinConditions.add(new JoinCondition("g_name", "g_name", FilterOperatorEnum.EQUALS)); @@ -253,4 +303,4 @@ public class BenchMarkDemoDataLoader { modelRelaReq.setJoinConditions(joinConditions); modelRelaService.save(modelRelaReq, user); } -} \ No newline at end of file +} diff --git a/launchers/standalone/src/main/java/com/tencent/supersonic/ChatDemoLoader.java b/launchers/standalone/src/main/java/com/tencent/supersonic/ChatDemoLoader.java index 4cf2a4ebe..00c38cdd2 100644 --- a/launchers/standalone/src/main/java/com/tencent/supersonic/ChatDemoLoader.java +++ b/launchers/standalone/src/main/java/com/tencent/supersonic/ChatDemoLoader.java @@ -220,7 +220,7 @@ public class ChatDemoLoader implements CommandLineRunner { LLMParserTool llmParserTool = new LLMParserTool(); llmParserTool.setId("1"); llmParserTool.setType(AgentToolType.NL2SQL_LLM); - llmParserTool.setViewIds(Lists.newArrayList(5L, 6L, 7L, 8L)); + llmParserTool.setViewIds(Lists.newArrayList(3L)); agentConfig.getTools().add(llmParserTool); } @@ -242,7 +242,7 @@ public class ChatDemoLoader implements CommandLineRunner { LLMParserTool llmParserTool = new LLMParserTool(); llmParserTool.setId("1"); llmParserTool.setType(AgentToolType.NL2SQL_LLM); - llmParserTool.setViewIds(Lists.newArrayList(9L, 10L, 11L, 12L)); + llmParserTool.setViewIds(Lists.newArrayList(4L)); agentConfig.getTools().add(llmParserTool); } diff --git a/launchers/standalone/src/main/java/com/tencent/supersonic/DuSQLDemoDataLoader.java b/launchers/standalone/src/main/java/com/tencent/supersonic/DuSQLDemoDataLoader.java index 7ab84333f..44e796fe4 100644 --- a/launchers/standalone/src/main/java/com/tencent/supersonic/DuSQLDemoDataLoader.java +++ b/launchers/standalone/src/main/java/com/tencent/supersonic/DuSQLDemoDataLoader.java @@ -5,6 +5,8 @@ import com.tencent.supersonic.auth.api.authentication.pojo.User; import com.tencent.supersonic.common.pojo.JoinCondition; import com.tencent.supersonic.common.pojo.ModelRela; import com.tencent.supersonic.common.pojo.enums.AggOperatorEnum; +import com.tencent.supersonic.common.pojo.enums.TimeMode; +import com.tencent.supersonic.common.pojo.enums.TypeEnums; import com.tencent.supersonic.common.pojo.enums.FilterOperatorEnum; import com.tencent.supersonic.headless.api.pojo.enums.DimensionType; import com.tencent.supersonic.headless.api.pojo.enums.IdentifyType; @@ -13,14 +15,21 @@ import com.tencent.supersonic.headless.api.pojo.DimensionTimeTypeParams; import com.tencent.supersonic.headless.api.pojo.Identify; import com.tencent.supersonic.headless.api.pojo.Measure; import com.tencent.supersonic.headless.api.pojo.ModelDetail; +import com.tencent.supersonic.headless.api.pojo.ViewDetail; +import com.tencent.supersonic.headless.api.pojo.ViewModelConfig; +import com.tencent.supersonic.headless.api.pojo.QueryConfig; +import com.tencent.supersonic.headless.api.pojo.MetricTypeDefaultConfig; +import com.tencent.supersonic.headless.api.pojo.TimeDefaultConfig; import com.tencent.supersonic.headless.api.pojo.request.DomainReq; import com.tencent.supersonic.headless.api.pojo.request.MetricReq; import com.tencent.supersonic.headless.api.pojo.request.ModelReq; +import com.tencent.supersonic.headless.api.pojo.request.ViewReq; import com.tencent.supersonic.headless.api.pojo.response.MetricResp; import com.tencent.supersonic.headless.server.service.DomainService; import com.tencent.supersonic.headless.server.service.MetricService; import com.tencent.supersonic.headless.server.service.ModelRelaService; import com.tencent.supersonic.headless.server.service.ModelService; +import com.tencent.supersonic.headless.server.service.ViewService; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.BeanUtils; import org.springframework.beans.factory.annotation.Autowired; @@ -46,6 +55,9 @@ public class DuSQLDemoDataLoader { @Autowired private MetricService metricService; + @Autowired + private ViewService viewService; + public void doRun() { try { addDomain(); @@ -53,6 +65,7 @@ public class DuSQLDemoDataLoader { addModel_2(); addModel_3(); addModel_4(); + addView_1(); addModelRela_1(); addModelRela_2(); addModelRela_3(); @@ -241,6 +254,34 @@ public class DuSQLDemoDataLoader { } + public void addView_1() { + ViewReq viewReq = new ViewReq(); + viewReq.setName("DuSQL 互联网企业"); + viewReq.setBizName("internet"); + viewReq.setDomainId(4L); + viewReq.setDescription("DuSQL互联网企业数据源相关的指标和维度等"); + viewReq.setAdmins(Lists.newArrayList("admin")); + List viewModelConfigs = Lists.newArrayList( + new ViewModelConfig(9L, Lists.newArrayList(16L, 17L, 18L, 19L, 20L), Lists.newArrayList(10L, 11L)), + new ViewModelConfig(10L, Lists.newArrayList(21L, 22L, 23L), Lists.newArrayList(12L)), + new ViewModelConfig(11L, Lists.newArrayList(), Lists.newArrayList(13L, 14L, 15L)), + new ViewModelConfig(12L, Lists.newArrayList(24L), Lists.newArrayList(16L, 17L, 18L, 19L))); + + ViewDetail viewDetail = new ViewDetail(); + viewDetail.setViewModelConfigs(viewModelConfigs); + viewReq.setViewDetail(viewDetail); + viewReq.setTypeEnum(TypeEnums.VIEW); + QueryConfig queryConfig = new QueryConfig(); + MetricTypeDefaultConfig metricTypeDefaultConfig = new MetricTypeDefaultConfig(); + TimeDefaultConfig timeDefaultConfig = new TimeDefaultConfig(); + timeDefaultConfig.setTimeMode(TimeMode.RECENT); + timeDefaultConfig.setUnit(1); + metricTypeDefaultConfig.setTimeDefaultConfig(timeDefaultConfig); + queryConfig.setMetricTypeDefaultConfig(metricTypeDefaultConfig); + viewReq.setQueryConfig(queryConfig); + viewService.save(viewReq, User.getFakeUser()); + } + public void addModelRela_1() { List joinConditions = Lists.newArrayList(); joinConditions.add(new JoinCondition("company_id", "company_id", FilterOperatorEnum.EQUALS)); diff --git a/launchers/standalone/src/main/java/com/tencent/supersonic/ModelDemoDataLoader.java b/launchers/standalone/src/main/java/com/tencent/supersonic/ModelDemoDataLoader.java index 8571d6607..e2877c268 100644 --- a/launchers/standalone/src/main/java/com/tencent/supersonic/ModelDemoDataLoader.java +++ b/launchers/standalone/src/main/java/com/tencent/supersonic/ModelDemoDataLoader.java @@ -548,4 +548,4 @@ public class ModelDemoDataLoader { return relateDimension; } -} \ No newline at end of file +}