Merge remote-tracking branch 'origin/feat/infer_dev_260107' into feat/infer_dev_260107

# Conflicts:
#	src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
#	src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java

src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceDetailDto.java

@@ -391,4 +391,17 @@ public class InferenceDetailDto {
       return PageRequest.of(page, size);
     }
   }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  @NoArgsConstructor
+  public static class InferenceBatchSheet {
+
+    private Long m1BatchId;
+    private Long m2BatchId;
+    private Long m3BatchId;
+    private String status;
+    private String runningModelType;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java

@@ -129,10 +129,7 @@ public class InferenceResultDto {
     }
 
     public static Status fromCode(String code) {
-      return Arrays.stream(values())
+      return Arrays.stream(values()).filter(v -> v.name().equals(code)).findFirst().orElse(null);
-          .filter(v -> v.name().equals(code))
-          .findFirst()
-          .orElseThrow(() -> new IllegalArgumentException("알 수 없는 상태 코드: " + code));
     }
 
     public static String getDescByCode(String code) {
@@ -271,75 +268,81 @@ public class InferenceResultDto {
   public static class InferenceServerStatusDto {
 
     private String serverName;
-    @JsonIgnore
+    @JsonIgnore private float cpu_user;
-    private float cpu_user;
     @JsonIgnore private float cpu_system;
     @JsonIgnore private float memused;
     private Long kbmemused;
     private float gpuUtil;
 
-    public float getCpuUseRate()
+    // private String cpuStatusName;
-    {
+    // private String memStatusName;
+    // private String gpuStatusName;
+    // private float cpu_use_rate;
+    // private float gpu_use_rate;
+    // private float mem_use_rate;
+
+    public float getCpuUseRate() {
       return this.cpu_user + this.cpu_system;
     }
 
-    public String getServerStatus()
+    public String getServerStatus() {
-    {
       String enumId = "SAFETY";
       // if( this.cpu_user+this.cpu_system >= 80 )enumId = "CAUTION";
       return enumId;
     }
 
-    public String getServerStatusName()
+    public String getServerStatusName() {
-    {
       // String enumId = "SAFETY";
       // if( this.cpu_user+this.cpu_system >= 80 )enumId = "CAUTION";
       return ServerStatus.SAFETY.getText();
     }
 
-    public String getCpuStatus()
+    public String getCpuStatus() {
-    {
       String enumId = "SAFETY";
-      if( this.cpu_user+this.cpu_system >= 80 )enumId = "CAUTION";
+      if (this.cpu_user + this.cpu_system >= 80) {
+        enumId = "CAUTION";
+      }
       return enumId;
     }
 
-    public String getGpuStatus()
+    public String getGpuStatus() {
-    {
       String enumId = "SAFETY";
-      if( this.gpuUtil >= 80 )enumId = "CAUTION";
+      if (this.gpuUtil >= 80) {
+        enumId = "CAUTION";
+      }
       return enumId;
     }
 
-    public String getMemStatus()
+    public String getMemStatus() {
-    {
       String enumId = "SAFETY";
-      if( this.memused >= 80 )enumId = "CAUTION";
+      if (this.memused >= 80) {
+        enumId = "CAUTION";
+      }
       return enumId;
     }
 
-    public String getCpuStatusName()
+    public String getCpuStatusName() {
-    {
+      if (this.cpu_user + this.cpu_system >= 80) {
-      if( this.cpu_user+this.cpu_system >= 80 )return ServerStatus.CAUTION.getText();
+        return ServerStatus.CAUTION.getText();
+      }
       return ServerStatus.SAFETY.getText();
     }
 
-    public String getGpuStatusName()
+    public String getGpuStatusName() {
-    {
+      if (this.gpuUtil >= 80) {
-      if( this.gpuUtil >= 80 )return ServerStatus.CAUTION.getText();
+        return ServerStatus.CAUTION.getText();
+      }
       return ServerStatus.SAFETY.getText();
     }
 
-    public String getMemStatusName()
+    public String getMemStatusName() {
-    {
+      if (this.memused >= 80) {
-      if( this.memused >= 80 )return ServerStatus.CAUTION.getText();
+        return ServerStatus.CAUTION.getText();
+      }
       return ServerStatus.SAFETY.getText();
     }
-
-
   }
 
-
   @Getter
   @AllArgsConstructor
   public enum ServerStatus implements EnumType {
@@ -360,4 +363,17 @@ public class InferenceResultDto {
       return desc;
     }
   }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  @NoArgsConstructor
+  public static class SaveInferenceAiDto {
+
+    private UUID uuid;
+    private Long batchId;
+    private String status;
+    private String type;
+    private ZonedDateTime inferStartDttm;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java

@@ -16,6 +16,8 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceStatusDe
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetNumDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.SaveInferenceAiDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.Status;
 import com.kamco.cd.kamcoback.inference.dto.InferenceSendDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceSendDto.pred_requests_areas;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListCompareDto;
@@ -25,6 +27,7 @@ import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
 import com.kamco.cd.kamcoback.postgres.core.ModelMngCoreService;
 import jakarta.validation.constraints.NotNull;
+import java.time.ZonedDateTime;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
@@ -200,7 +203,14 @@ public class InferenceResultService {
     m3.setPred_requests_areas(predRequestsAreas);
 
     Long batchId = this.ensureAccepted(m1);
-    inferenceResultCoreService.update(uuid, batchId, "IN_PROGRESS");
+
+    SaveInferenceAiDto saveInferenceAiDto = new SaveInferenceAiDto();
+    saveInferenceAiDto.setUuid(uuid);
+    saveInferenceAiDto.setBatchId(batchId);
+    saveInferenceAiDto.setStatus(Status.IN_PROGRESS.getId());
+    saveInferenceAiDto.setType("M1");
+    saveInferenceAiDto.setInferStartDttm(ZonedDateTime.now());
+    inferenceResultCoreService.update(saveInferenceAiDto);
   }
 
   /**

src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java

@@ -4,12 +4,14 @@ import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
 import com.kamco.cd.kamcoback.common.utils.UserUtil;
 import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto.Dashboard;
+import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto.InferenceBatchSheet;
 import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto.MapSheet;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceServerStatusDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceStatusDetailDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetNumDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.SaveInferenceAiDto;
 import com.kamco.cd.kamcoback.postgres.entity.MapInkx5kEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
@@ -219,17 +221,43 @@ public class InferenceResultCoreService {
         .toList();
   }
 
-  public void update(UUID uuid, Long batchId, String status) {
+  public void update(SaveInferenceAiDto request) {
     MapSheetLearnEntity entity =
         mapSheetLearnRepository
-            .getInferenceResultByUuid(uuid)
+            .getInferenceResultByUuid(request.getUuid())
-            .orElseThrow(() -> new EntityNotFoundException(uuid.toString()));
+            .orElseThrow(() -> new EntityNotFoundException());
 
-    entity.setBatchId(batchId);
+    if (request.getType().equals("M1")) {
-    entity.setStatus(status);
+      entity.setM1ModelBatchId(request.getBatchId());
+    } else if (request.getType().equals("M2")) {
+      entity.setM2ModelBatchId(request.getBatchId());
+    } else if (request.getType().equals("M3")) {
+      entity.setM3ModelBatchId(request.getBatchId());
     }
 
-  public List<InferenceServerStatusDto> getInferenceServerStatusList(){return mapSheetLearnRepository.getInferenceServerStatusList();
+    entity.setStatus(request.getStatus());
+    if (request.getInferStartDttm() != null) {
+      entity.setInferStartDttm(request.getInferStartDttm());
+    }
+  }
+
+  public List<InferenceServerStatusDto> getInferenceServerStatusList() {
+    return mapSheetLearnRepository.getInferenceServerStatusList();
+  }
+
+  public InferenceBatchSheet getInferenceResultByStatus(String status) {
+    MapSheetLearnEntity entity =
+        mapSheetLearnRepository
+            .getInferenceResultByStatus(status)
+            .orElseThrow(() -> new EntityNotFoundException(status));
+
+    InferenceBatchSheet inferenceBatchSheet = new InferenceBatchSheet();
+    inferenceBatchSheet.setM1BatchId(entity.getM1ModelBatchId());
+    inferenceBatchSheet.setM2BatchId(entity.getM2ModelBatchId());
+    inferenceBatchSheet.setM3BatchId(entity.getM3ModelBatchId());
+    inferenceBatchSheet.setStatus(entity.getStatus());
+    inferenceBatchSheet.setRunningModelType(entity.getRunningModelType());
+    return inferenceBatchSheet;
   }
 
   public InferenceStatusDetailDto getInferenceStatus(UUID uuid){

src/main/java/com/kamco/cd/kamcoback/postgres/entity/GpuMetricEntity.java

@@ -44,5 +44,4 @@ public class GpuMetricEntity {
 
   @Column(name = "gpu_mem_total")
   private Float gpuMemTotal;
-
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearnEntity.java

@@ -103,8 +103,20 @@ public class MapSheetLearnEntity {
   @Column(name = "updated_uid")
   private Long updatedUid;
 
-  @Column(name = "batch_id")
+  @Column(name = "running_model_type")
-  private Long batchId;
+  private String runningModelType;
+
+  @Column(name = "m1_model_batch_id")
+  private Long m1ModelBatchId;
+
+  @Column(name = "m2_model_batch_id")
+  private Long m2ModelBatchId;
+
+  @Column(name = "m3_model_batch_id")
+  private Long m3ModelBatchId;
+
+  @Column(name = "detect_end_cnt")
+  private Long detectEndCnt;
 
   public InferenceResultDto.ResultList toDto() {
     return new InferenceResultDto.ResultList(

src/main/java/com/kamco/cd/kamcoback/postgres/entity/SystemMetricEntity.java

@@ -55,5 +55,4 @@ public class SystemMetricEntity {
 
   @Column(name = "memused")
   private Float memused;
-
 }

src/main/java/com/kamco/cd/kamcoback/scheduler/dto/JobStatusDto.java

@@ -0,0 +1,52 @@
+package com.kamco.cd.kamcoback.scheduler.dto;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.time.ZonedDateTime;
+import java.util.List;
+import lombok.Data;
+
+@Data
+public class JobStatusDto {
+
+  private Long id;
+
+  @JsonProperty("created_at")
+  private ZonedDateTime createdAt;
+
+  @JsonProperty("input1_year")
+  private Integer input1Year;
+
+  @JsonProperty("input2_year")
+  private Integer input2Year;
+
+  @JsonProperty("total_jobs")
+  private Integer totalJobs;
+
+  @JsonProperty("pending_jobs")
+  private Integer pendingJobs;
+
+  @JsonProperty("running_jobs")
+  private Integer runningJobs;
+
+  @JsonProperty("completed_jobs")
+  private Integer completedJobs;
+
+  @JsonProperty("failed_jobs")
+  private Integer failedJobs;
+
+  private String status;
+
+  private List<Object> jobs;
+
+  @JsonProperty("completed_ids")
+  private List<String> completedIds;
+
+  @JsonProperty("processing_ids")
+  private List<String> processingIds;
+
+  @JsonProperty("queued_ids")
+  private List<String> queuedIds;
+
+  @JsonProperty("failed_ids")
+  private List<String> failedIds;
+}

src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java

@@ -1,8 +1,20 @@
 package com.kamco.cd.kamcoback.scheduler.service;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
+import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto.InferenceBatchSheet;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.Status;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
+import com.kamco.cd.kamcoback.scheduler.dto.JobStatusDto;
+import java.util.List;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.http.MediaType;
 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Service;
 
@@ -12,6 +24,12 @@ import org.springframework.stereotype.Service;
 public class MapSheetInferenceJobService {
 
   private final InferenceResultCoreService inferenceResultCoreService;
+  private final ExternalHttpClient externalHttpClient;
+
+  private final ObjectMapper objectMapper;
+
+  @Value("${inference.batch-url}")
+  private String batchUrl;
 
   @Scheduled(fixedDelay = 60_000)
   public void runBatch() {
@@ -19,8 +37,52 @@ public class MapSheetInferenceJobService {
 
     try {
       // TODO: 배치 로직 작성
+
+      InferenceBatchSheet batchSheet =
+          inferenceResultCoreService.getInferenceResultByStatus(Status.IN_PROGRESS.getId());
+
+      if (batchSheet == null) {
+        return;
+      }
+
+      HttpHeaders headers = new HttpHeaders();
+      headers.setContentType(MediaType.APPLICATION_JSON);
+      headers.setAccept(List.of(MediaType.APPLICATION_JSON));
+
+      Long batchId = 0L;
+
+      if (batchSheet.getM3BatchId() != null) {
+        batchId = batchSheet.getM3BatchId();
+      } else if (batchSheet.getM2BatchId() != null) {
+        batchId = batchSheet.getM2BatchId();
+      } else if (batchSheet.getM1BatchId() != null) {
+        batchId = batchSheet.getM1BatchId();
+      }
+
+      String url = batchUrl + "/" + batchId;
+
+      ExternalCallResult<String> result =
+          externalHttpClient.call(url, HttpMethod.GET, null, headers, String.class);
+
+      int status = result.statusCode();
+      if (status < 200 || status >= 300) {
+        return;
+      }
+
+      String json = result.body();
+      JobStatusDto dto = objectMapper.readValue(json, JobStatusDto.class);
+
+      if ("COMPLETED".equals(dto.getStatus())) {
+        String type = batchSheet.getRunningModelType();
+
+        //        if(type.equals("M3"))
+      }
+
+      System.out.println(dto);
+
       Thread.sleep(3000); // 예시: 처리 시간 3초
-    } catch (InterruptedException e) {
+
+    } catch (InterruptedException | JsonProcessingException e) {
       Thread.currentThread().interrupt();
       log.error("배치 중 인터럽트 발생", e);
     }

src/main/resources/application-dev.yml

@@ -97,4 +97,5 @@ file:
 
 inference:
   url: http://10.100.0.11:8000/jobs
+  batch-url: http://10.100.0.11:8000/batches
   geojson-dir: /kamco-nfs/requests/

src/main/resources/application-local.yml

@@ -83,4 +83,5 @@ file:
 
 inference:
   url: http://10.100.0.11:8000/jobs
+  batch-url: http://10.100.0.11:8000/batches
   geojson-dir: /kamco-nfs/requests/

src/main/resources/application-prod.yml

@@ -58,5 +58,6 @@ file:
 
 inference:
   url: http://10.100.0.11:8000/jobs
+  batch-url: http://10.100.0.11:8000/batches
   geojson-dir: /kamco-nfs/requests/