package com.kamco.cd.training.model; import com.kamco.cd.training.common.dto.MonitorDto; import com.kamco.cd.training.common.service.SystemMonitorService; import com.kamco.cd.training.config.api.ApiResponseDto; import com.kamco.cd.training.dataset.dto.DatasetDto; import com.kamco.cd.training.dataset.dto.DatasetDto.DatasetReq; import com.kamco.cd.training.dataset.dto.DatasetDto.SelectDataSet; import com.kamco.cd.training.model.dto.ModelConfigDto; import com.kamco.cd.training.model.dto.ModelTrainMngDto; import com.kamco.cd.training.model.dto.ModelTrainMngDto.ListDto; import com.kamco.cd.training.model.service.ModelTrainMngService; import com.kamco.cd.training.train.service.ModelTestMetricsJobService; import com.kamco.cd.training.train.service.ModelTrainMetricsJobService; import io.swagger.v3.oas.annotations.Operation; import io.swagger.v3.oas.annotations.Parameter; import io.swagger.v3.oas.annotations.media.Content; import io.swagger.v3.oas.annotations.media.Schema; import io.swagger.v3.oas.annotations.responses.ApiResponse; import io.swagger.v3.oas.annotations.responses.ApiResponses; import io.swagger.v3.oas.annotations.tags.Tag; import jakarta.validation.Valid; import java.io.IOException; import java.util.List; import java.util.UUID; import lombok.RequiredArgsConstructor; import org.springframework.data.domain.Page; import org.springframework.web.bind.annotation.DeleteMapping; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.PathVariable; import org.springframework.web.bind.annotation.PostMapping; import org.springframework.web.bind.annotation.RequestBody; import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RequestParam; import org.springframework.web.bind.annotation.RestController; @RestController @RequiredArgsConstructor @Tag(name = "모델학습 관리", description = "어드민 홈 > 모델학습관리 > 모델관리 > 목록") @RequestMapping("/api/models") public class ModelTrainMngApiController { private final ModelTrainMngService modelTrainMngService; private final ModelTrainMetricsJobService modelTrainMetricsJobService; private final ModelTestMetricsJobService modelTestMetricsJobService; private final SystemMonitorService systemMonitorService; @Operation(summary = "모델학습 목록 조회", description = "모델학습 목록 조회 API") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = Page.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/list") public ApiResponseDto> findByModelList( @Parameter( description = "상태코드", example = "IN_PROGRESS", schema = @Schema(allowableValues = {"", "IN_PROGRESS", "COMPLETED"})) @RequestParam(required = false) String status, @Parameter( description = "모델", example = "G1", schema = @Schema(allowableValues = {"G1", "G2", "G3"})) @RequestParam(required = false) String modelNo, @Parameter(description = "페이지 번호") @RequestParam(defaultValue = "0") int page, @Parameter(description = "페이지 크기") @RequestParam(defaultValue = "20") int size) { ModelTrainMngDto.SearchReq searchReq = new ModelTrainMngDto.SearchReq(status, modelNo, page, size); return ApiResponseDto.ok(modelTrainMngService.getModelList(searchReq)); } @Operation(summary = "학습 모델 삭제", description = "학습 모델 삭제 API") @ApiResponses( value = { @ApiResponse(responseCode = "200", description = "삭제 성공", content = @Content), @ApiResponse(responseCode = "409", description = "G1_000001 삭제 불가", content = @Content) }) @DeleteMapping("/{uuid}") public ApiResponseDto deleteModelTrain( @Parameter(description = "학습 모델 uuid", example = "f2b02229-90f2-45f5-92ea-c56cf1c29f79") @PathVariable UUID uuid) { modelTrainMngService.deleteModelTrain(uuid); return ApiResponseDto.ok(null); } @Operation(summary = "학습 모델 등록", description = "학습 모델 등록 API") @ApiResponses( value = { @ApiResponse(responseCode = "200", description = "등록 성공", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @PostMapping public ApiResponseDto createModelTrain(@Valid @RequestBody ModelTrainMngDto.AddReq req) { return ApiResponseDto.ok(modelTrainMngService.createModelTrain(req)); } @Operation(summary = "모델학습 config 정보 조회", description = "모델학습 config 정보 조회 API") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = ModelConfigDto.Basic.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/config/{uuid}") public ApiResponseDto updateModelTrain( @Parameter(description = "모델학습 uuid", example = "7fbdff54-ea87-4b02-90d1-955fa2a3457e") @PathVariable UUID uuid) { return ApiResponseDto.ok(modelTrainMngService.getModelConfigByModelId(uuid)); } @Operation(summary = "모델별 데이터셋 목록 조회", description = "모델별 데이터셋 목록 조회 API") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "조회 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = DatasetDto.Basic.class))), @ApiResponse(responseCode = "404", description = "데이터셋을 찾을 수 없음", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/select-dataset-list") public ApiResponseDto> getDatasetSelectList( @Parameter( description = "모델 구분", example = "", schema = @Schema(allowableValues = {"G1", "G2", "G3"})) @RequestParam String modelType, @Parameter( description = "선택 구분", example = "", schema = @Schema(allowableValues = {"CURRENT", "DELIVER", "PRODUCTION"})) @RequestParam String selectType) { DatasetReq req = new DatasetReq(); req.setModelNo(modelType); req.setDataType(selectType); return ApiResponseDto.ok(modelTrainMngService.getDatasetSelectList(req)); } @Operation( summary = "모델학습 1단계/2단계 실행중인 것이 있는지 count", description = "모델학습 1단계/2단계 실행중인 것이 있는지 count") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = Long.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/ing-training-cnt") public ApiResponseDto findModelStep1InProgressCnt() { return ApiResponseDto.ok(modelTrainMngService.findModelStep1InProgressCnt()); } @Operation( summary = "스케줄러 findTrainValidMetricCsvFiles", description = "스케줄러 findTrainValidMetricCsvFiles") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = Long.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/schedule-trainvalid") public ApiResponseDto findTrainValidMetricCsvFiles() { modelTrainMetricsJobService.findTrainValidMetricCsvFiles(); return ApiResponseDto.ok(null); } @Operation(summary = "스케줄러 findTestMetricCsvFiles", description = "스케줄러 findTestMetricCsvFiles") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = Long.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/schedule-test") public ApiResponseDto findTestValidMetricCsvFiles() throws IOException { modelTestMetricsJobService.findTestValidMetricCsvFiles(); return ApiResponseDto.ok(null); } @Operation(summary = "학습서버 시스템 사용율 조회", description = "cpu, gpu, memory 사용율 조회") @ApiResponses( value = { @ApiResponse( responseCode = "200", description = "검색 성공", content = @Content( mediaType = "application/json", schema = @Schema(implementation = Long.class))), @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content), @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content) }) @GetMapping("/monitor") public ApiResponseDto getSystem() throws IOException { return ApiResponseDto.ok(systemMonitorService.get()); } }