MVPTeam/kamco-train-api
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csv 파일 읽는 경로 읽어서 수정, train은 epoch + 1 해서 저장

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Gina(박가연)
2026-02-12 15:24:30 +09:00
parent b451f697bc
commit 2df4a7a80b
9 changed files with 160 additions and 123 deletions
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3
src/main/java/com/kamco/cd/training/postgres/core/ModelTestMetricsJobCoreService.java
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@@ -1,6 +1,7 @@
package com.kamco.cd.training.postgres.core;
import com.kamco.cd.training.postgres.repository.train.ModelTestMetricsJobRepository;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import java.util.List;
import lombok.RequiredArgsConstructor;
import org.springframework.stereotype.Service;
@@ -18,7 +19,7 @@ public class ModelTestMetricsJobCoreService {
}
// Test 로직 시작
public List<Long> getTestMetricSaveNotYetModelIds() {
public List<ResponsePathDto> getTestMetricSaveNotYetModelIds() {
return modelTestMetricsJobRepository.getTestMetricSaveNotYetModelIds();
}

3
src/main/java/com/kamco/cd/training/postgres/core/ModelTrainMetricsJobCoreService.java
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@@ -1,6 +1,7 @@
package com.kamco.cd.training.postgres.core;
import com.kamco.cd.training.postgres.repository.train.ModelTrainMetricsJobRepository;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import java.util.List;
import lombok.RequiredArgsConstructor;
import org.springframework.stereotype.Service;
@@ -12,7 +13,7 @@ public class ModelTrainMetricsJobCoreService {
private final ModelTrainMetricsJobRepository modelTrainMetricsJobRepository;
public List<Long> getTrainMetricSaveNotYetModelIds() {
public List<ResponsePathDto> getTrainMetricSaveNotYetModelIds() {
return modelTrainMetricsJobRepository.getTrainMetricSaveNotYetModelIds();
}

3
src/main/java/com/kamco/cd/training/postgres/repository/train/ModelTestMetricsJobRepositoryCustom.java
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@@ -1,12 +1,13 @@
package com.kamco.cd.training.postgres.repository.train;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import java.util.List;
public interface ModelTestMetricsJobRepositoryCustom {
void updateModelMetricsTrainSaveYn(Long modelId, String stepNo);
List<Long> getTestMetricSaveNotYetModelIds();
List<ResponsePathDto> getTestMetricSaveNotYetModelIds();
void insertModelMetricsTest(List<Object[]> batchArgs);
}

8
src/main/java/com/kamco/cd/training/postgres/repository/train/ModelTestMetricsJobRepositoryImpl.java
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@@ -4,6 +4,8 @@ import static com.kamco.cd.training.postgres.entity.QModelMasterEntity.modelMast
import com.kamco.cd.training.common.enums.TrainStatusType;
import com.kamco.cd.training.postgres.entity.ModelMetricsTestEntity;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import com.querydsl.core.types.Projections;
import com.querydsl.jpa.impl.JPAQueryFactory;
import java.util.List;
import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
@@ -36,9 +38,11 @@ public class ModelTestMetricsJobRepositoryImpl extends QuerydslRepositorySupport
}
@Override
public List<Long> getTestMetricSaveNotYetModelIds() {
public List<ResponsePathDto> getTestMetricSaveNotYetModelIds() {
return queryFactory
.select(modelMasterEntity.id)
.select(
Projections.constructor(
ResponsePathDto.class, modelMasterEntity.id, modelMasterEntity.responsePath))
.from(modelMasterEntity)
.where(
modelMasterEntity.step2EndDttm.isNotNull(),

3
src/main/java/com/kamco/cd/training/postgres/repository/train/ModelTrainMetricsJobRepositoryCustom.java
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@@ -1,10 +1,11 @@
package com.kamco.cd.training.postgres.repository.train;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import java.util.List;
public interface ModelTrainMetricsJobRepositoryCustom {
List<Long> getTrainMetricSaveNotYetModelIds();
List<ResponsePathDto> getTrainMetricSaveNotYetModelIds();
void insertModelMetricsTrain(List<Object[]> batchArgs);

12
src/main/java/com/kamco/cd/training/postgres/repository/train/ModelTrainMetricsJobRepositoryImpl.java
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@@ -4,6 +4,8 @@ import static com.kamco.cd.training.postgres.entity.QModelMasterEntity.modelMast
import com.kamco.cd.training.common.enums.TrainStatusType;
import com.kamco.cd.training.postgres.entity.ModelMetricsTrainEntity;
import com.kamco.cd.training.train.dto.ModelTrainMetricsDto.ResponsePathDto;
import com.querydsl.core.types.Projections;
import com.querydsl.jpa.impl.JPAQueryFactory;
import java.util.List;
import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
@@ -23,9 +25,11 @@ public class ModelTrainMetricsJobRepositoryImpl extends QuerydslRepositorySuppor
}
@Override
public List<Long> getTrainMetricSaveNotYetModelIds() {
public List<ResponsePathDto> getTrainMetricSaveNotYetModelIds() {
return queryFactory
.select(modelMasterEntity.id)
.select(
Projections.constructor(
ResponsePathDto.class, modelMasterEntity.id, modelMasterEntity.responsePath))
.from(modelMasterEntity)
.where(
modelMasterEntity.step1EndDttm.isNotNull(),
@@ -41,7 +45,7 @@ public class ModelTrainMetricsJobRepositoryImpl extends QuerydslRepositorySuppor
public void insertModelMetricsTrain(List<Object[]> batchArgs) {
String sql =
"""
insert into tb_model_matrics_train
insert into tb_model_metrics_train
(model_id, epoch, iteration, loss, lr, duration_time)
values (?, ?, ?, ?, ?, ?)
""";
@@ -66,7 +70,7 @@ public class ModelTrainMetricsJobRepositoryImpl extends QuerydslRepositorySuppor
public void insertModelMetricsValidation(List<Object[]> batchArgs) {
String sql =
"""
insert into tb_model_matrics_validation
insert into tb_model_metrics_validation
(model_id, epoch, a_acc, m_fscore, m_precision, m_recall, m_iou, m_acc, changed_fscore, changed_precision, changed_recall,
unchanged_fscore, unchanged_precision, unchanged_recall
)