하이퍼파라미터 , 모델관리 수정
This commit is contained in:
@@ -0,0 +1,52 @@
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package com.kamco.cd.training.postgres.entity;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.FetchType;
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import jakarta.persistence.GeneratedValue;
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import jakarta.persistence.GenerationType;
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import jakarta.persistence.Id;
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import jakarta.persistence.JoinColumn;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import java.time.OffsetDateTime;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_config")
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public class ModelConfigEntity {
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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@Column(name = "config_id", nullable = false)
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private Integer id;
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@NotNull
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@ManyToOne(fetch = FetchType.LAZY, optional = false)
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@JoinColumn(name = "model_id", nullable = false)
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private ModelMasterEntity model;
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@Column(name = "epoch_count")
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private Integer epochCount;
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@Column(name = "train_percent")
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private Float trainPercent;
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@Column(name = "validation_percent")
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private Float validationPercent;
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@Column(name = "test_percent")
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private Float testPercent;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private OffsetDateTime createdDttm;
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@Column(name = "created_uid")
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private Long createdUid;
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}
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@@ -0,0 +1,47 @@
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package com.kamco.cd.training.postgres.entity;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.FetchType;
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import jakarta.persistence.Id;
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import jakarta.persistence.JoinColumn;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import java.time.OffsetDateTime;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_dataset")
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public class ModelDatasetEntity {
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@Id
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@Column(name = "id", nullable = false)
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private Long id;
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@NotNull
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@ManyToOne(fetch = FetchType.LAZY, optional = false)
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@JoinColumn(name = "model_id", nullable = false)
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private ModelMasterEntity model;
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@NotNull
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@Column(name = "data_id", nullable = false)
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private Long dataId;
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@Column(name = "building_cnt")
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private Long buildingCnt;
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@Column(name = "container_cnt")
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private Long containerCnt;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private OffsetDateTime createdDttm;
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@Column(name = "created_uid")
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private Long createdUid;
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}
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@@ -0,0 +1,74 @@
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package com.kamco.cd.training.postgres.entity;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.FetchType;
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import jakarta.persistence.GeneratedValue;
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import jakarta.persistence.GenerationType;
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import jakarta.persistence.Id;
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import jakarta.persistence.JoinColumn;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import jakarta.validation.constraints.Size;
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import java.time.OffsetDateTime;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_history")
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public class ModelHistoryEntity {
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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@Column(name = "hst_id", nullable = false)
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private Integer id;
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@NotNull
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@ManyToOne(fetch = FetchType.LAZY, optional = false)
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@JoinColumn(name = "model_id", nullable = false)
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private ModelMasterEntity model;
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@Column(name = "model_no")
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private Short modelNo;
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@Size(max = 50)
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@Column(name = "model_ver", length = 50)
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private String modelVer;
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@Column(name = "model_step")
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private Short modelStep;
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@Column(name = "step1_strt_dttm")
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private OffsetDateTime step1StrtDttm;
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@Column(name = "step1_end_dttm")
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private OffsetDateTime step1EndDttm;
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@Size(max = 20)
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@Column(name = "step1_state", length = 20)
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private String step1State;
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@Column(name = "step2_strt_dttm")
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private OffsetDateTime step2StrtDttm;
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@Column(name = "step2_end_dttm")
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private OffsetDateTime step2EndDttm;
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@Size(max = 20)
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@Column(name = "step2_state", length = 20)
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private String step2State;
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@Column(name = "error_msg", length = Integer.MAX_VALUE)
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private String errorMsg;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private OffsetDateTime createdDttm;
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@Column(name = "created_uid")
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private Long createdUid;
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}
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@@ -5,8 +5,6 @@ import jakarta.persistence.*;
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import jakarta.validation.constraints.NotNull;
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import jakarta.validation.constraints.Size;
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import java.time.ZonedDateTime;
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import java.util.LinkedHashSet;
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import java.util.Set;
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import java.util.UUID;
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import lombok.Getter;
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import lombok.Setter;
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@@ -313,9 +311,6 @@ public class ModelHyperParamEntity {
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@Column(name = "m3_use_cnt")
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private Long m3UseCnt = 0L;
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@OneToMany(mappedBy = "hyperParams", fetch = FetchType.LAZY)
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private Set<ModelTrainMasterEntity> trainMasters = new LinkedHashSet<>();
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public HyperParamDto.Basic toDto() {
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return new HyperParamDto.Basic(
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this.uuid,
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@@ -0,0 +1,108 @@
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package com.kamco.cd.training.postgres.entity;
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import com.kamco.cd.training.model.dto.ModelMngDto;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.GeneratedValue;
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import jakarta.persistence.GenerationType;
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import jakarta.persistence.Id;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import jakarta.validation.constraints.Size;
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import java.time.ZonedDateTime;
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import java.util.UUID;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_master")
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public class ModelMasterEntity {
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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@Column(name = "model_id", nullable = false)
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private Long id;
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@NotNull
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@Column(name = "hyper_param_id", nullable = false)
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private Long hyperParamId;
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@Size(max = 10)
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@Column(name = "model_no", length = 10)
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private String modelNo;
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@Size(max = 50)
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@Column(name = "model_ver", length = 50)
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private String modelVer;
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@Column(name = "model_step")
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private Short modelStep;
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@Size(max = 20)
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@Column(name = "status_cd", length = 20)
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private String statusCd;
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@Column(name = "strt_dttm")
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private ZonedDateTime strtDttm;
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@Column(name = "step1_strt_dttm")
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private ZonedDateTime step1StrtDttm;
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@Column(name = "step1_end_dttm")
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private ZonedDateTime step1EndDttm;
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@Size(max = 20)
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@Column(name = "step1_state", length = 20)
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private String step1State;
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@Column(name = "step2_strt_dttm")
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private ZonedDateTime step2StrtDttm;
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@Column(name = "step2_end_dttm")
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private ZonedDateTime step2EndDttm;
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@Size(max = 20)
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@Column(name = "step2_state", length = 20)
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private String step2State;
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@Column(name = "del_yn")
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private Boolean delYn;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private ZonedDateTime createdDttm = ZonedDateTime.now();
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@Column(name = "created_uid")
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private Long createdUid;
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@Column(name = "updated_dttm")
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private ZonedDateTime updatedDttm;
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@Column(name = "updated_uid")
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private Long updatedUid;
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@Column(name = "uuid")
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private UUID uuid = UUID.randomUUID();
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@Column(name = "train_type")
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private String trainType;
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public ModelMngDto.Basic toDto() {
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return new ModelMngDto.Basic(
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this.id,
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this.uuid,
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this.modelVer,
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this.strtDttm,
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this.step1StrtDttm,
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this.step1EndDttm,
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this.step2StrtDttm,
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this.step2EndDttm,
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this.step1State,
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this.step2State,
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this.statusCd,
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this.trainType);
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}
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}
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@@ -0,0 +1,75 @@
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package com.kamco.cd.training.postgres.entity;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.FetchType;
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import jakarta.persistence.GeneratedValue;
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import jakarta.persistence.GenerationType;
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import jakarta.persistence.Id;
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import jakarta.persistence.JoinColumn;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import jakarta.validation.constraints.Size;
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import java.time.OffsetDateTime;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_matrics_test")
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public class ModelMatricsTestEntity {
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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@Column(name = "mtrc_id", nullable = false)
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private Long id;
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@NotNull
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@ManyToOne(fetch = FetchType.LAZY, optional = false)
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@JoinColumn(name = "model_id", nullable = false)
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private ModelMasterEntity model;
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@Size(max = 50)
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@Column(name = "model", length = 50)
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private String model1;
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@Column(name = "tp")
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private Long tp;
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@Column(name = "fp")
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private Long fp;
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@Column(name = "fn")
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private Long fn;
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@Column(name = "tn")
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private Long tn;
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@Column(name = "precisions")
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private Float precisions;
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@Column(name = "recall")
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private Float recall;
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@Column(name = "f1_score")
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private Float f1Score;
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@Column(name = "accuracy")
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private Float accuracy;
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@Column(name = "iou")
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private Float iou;
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@Column(name = "processed_images")
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private Long processedImages;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private OffsetDateTime createdDttm;
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@Column(name = "created_uid")
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private Long createdUid;
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}
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@@ -0,0 +1,55 @@
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package com.kamco.cd.training.postgres.entity;
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import jakarta.persistence.Column;
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import jakarta.persistence.Entity;
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import jakarta.persistence.FetchType;
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import jakarta.persistence.GeneratedValue;
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import jakarta.persistence.GenerationType;
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import jakarta.persistence.Id;
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import jakarta.persistence.JoinColumn;
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import jakarta.persistence.ManyToOne;
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import jakarta.persistence.Table;
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import jakarta.validation.constraints.NotNull;
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import java.time.OffsetDateTime;
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import lombok.Getter;
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import lombok.Setter;
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import org.hibernate.annotations.ColumnDefault;
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@Getter
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@Setter
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@Entity
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@Table(name = "tb_model_matrics_train")
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public class ModelMatricsTrainEntity {
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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@Column(name = "mtrc_id", nullable = false)
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private Long id;
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@NotNull
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@ManyToOne(fetch = FetchType.LAZY, optional = false)
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@JoinColumn(name = "model_id", nullable = false)
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private ModelMasterEntity model;
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@Column(name = "epoch")
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private Integer epoch;
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@Column(name = "iteration")
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private Long iteration;
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@Column(name = "loss")
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private Double loss;
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@Column(name = "lr")
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private Double lr;
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@Column(name = "duration_time")
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private Float durationTime;
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@ColumnDefault("now()")
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@Column(name = "created_dttm")
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private OffsetDateTime createdDttm;
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@Column(name = "created_uid")
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private Long createdUid;
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}
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@@ -0,0 +1,79 @@
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package com.kamco.cd.training.postgres.entity;
|
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|
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import jakarta.persistence.Column;
|
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import jakarta.persistence.Entity;
|
||||
import jakarta.persistence.FetchType;
|
||||
import jakarta.persistence.GeneratedValue;
|
||||
import jakarta.persistence.GenerationType;
|
||||
import jakarta.persistence.Id;
|
||||
import jakarta.persistence.JoinColumn;
|
||||
import jakarta.persistence.ManyToOne;
|
||||
import jakarta.persistence.Table;
|
||||
import jakarta.validation.constraints.NotNull;
|
||||
import java.time.OffsetDateTime;
|
||||
import lombok.Getter;
|
||||
import lombok.Setter;
|
||||
import org.hibernate.annotations.ColumnDefault;
|
||||
|
||||
@Getter
|
||||
@Setter
|
||||
@Entity
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||||
@Table(name = "tb_model_matrics_validation")
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public class ModelMatricsValidationEntity {
|
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|
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@Id
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@GeneratedValue(strategy = GenerationType.IDENTITY)
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||||
@Column(name = "mtrc_id", nullable = false)
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||||
private Long id;
|
||||
|
||||
@NotNull
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||||
@ManyToOne(fetch = FetchType.LAZY, optional = false)
|
||||
@JoinColumn(name = "model_id", nullable = false)
|
||||
private ModelMasterEntity model;
|
||||
|
||||
@Column(name = "epoch")
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||||
private Integer epoch;
|
||||
|
||||
@Column(name = "a_acc")
|
||||
private Float aAcc;
|
||||
|
||||
@Column(name = "m_fscore")
|
||||
private Float mFscore;
|
||||
|
||||
@Column(name = "m_precision")
|
||||
private Float mPrecision;
|
||||
|
||||
@Column(name = "m_recall")
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||||
private Float mRecall;
|
||||
|
||||
@Column(name = "m_iou")
|
||||
private Float mIou;
|
||||
|
||||
@Column(name = "m_acc")
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||||
private Float mAcc;
|
||||
|
||||
@Column(name = "changed_fscore")
|
||||
private Float changedFscore;
|
||||
|
||||
@Column(name = "changed_precision")
|
||||
private Float changedPrecision;
|
||||
|
||||
@Column(name = "changed_recall")
|
||||
private Float changedRecall;
|
||||
|
||||
@Column(name = "unchanged_fscore")
|
||||
private Float unchangedFscore;
|
||||
|
||||
@Column(name = "unchanged_precision")
|
||||
private Float unchangedPrecision;
|
||||
|
||||
@Column(name = "unchanged_recall")
|
||||
private Float unchangedRecall;
|
||||
|
||||
@ColumnDefault("now()")
|
||||
@Column(name = "created_dttm")
|
||||
private OffsetDateTime createdDttm;
|
||||
|
||||
@Column(name = "created_uid")
|
||||
private Long createdUid;
|
||||
}
|
||||
@@ -1,192 +0,0 @@
|
||||
package com.kamco.cd.training.postgres.entity;
|
||||
|
||||
import com.kamco.cd.training.model.dto.ModelMngDto;
|
||||
import jakarta.persistence.Column;
|
||||
import jakarta.persistence.Entity;
|
||||
import jakarta.persistence.FetchType;
|
||||
import jakarta.persistence.GeneratedValue;
|
||||
import jakarta.persistence.GenerationType;
|
||||
import jakarta.persistence.Id;
|
||||
import jakarta.persistence.JoinColumn;
|
||||
import jakarta.persistence.ManyToOne;
|
||||
import jakarta.persistence.Table;
|
||||
import jakarta.validation.constraints.NotNull;
|
||||
import jakarta.validation.constraints.Size;
|
||||
import java.time.ZonedDateTime;
|
||||
import java.util.UUID;
|
||||
import lombok.Getter;
|
||||
import lombok.Setter;
|
||||
import org.hibernate.annotations.ColumnDefault;
|
||||
import org.hibernate.annotations.OnDelete;
|
||||
import org.hibernate.annotations.OnDeleteAction;
|
||||
import org.hibernate.annotations.UuidGenerator;
|
||||
|
||||
@Getter
|
||||
@Setter
|
||||
@Entity
|
||||
@Table(name = "tb_model_train_master")
|
||||
public class ModelTrainMasterEntity {
|
||||
|
||||
@Id
|
||||
@GeneratedValue(strategy = GenerationType.IDENTITY)
|
||||
@Column(name = "model_uid", nullable = false)
|
||||
private Long id;
|
||||
|
||||
@Size(max = 50)
|
||||
@NotNull
|
||||
@Column(name = "model_ver", nullable = false, length = 50)
|
||||
private String modelVer;
|
||||
|
||||
@Size(max = 50)
|
||||
@Column(name = "hyper_ver", length = 50)
|
||||
private String hyperVer;
|
||||
|
||||
/** tb_model_train_master.hyper_param_id -> tb_model_hyper_params.hyper_param_id */
|
||||
@NotNull
|
||||
@Column(name = "hyper_param_id", nullable = false)
|
||||
private Long hyperParamId;
|
||||
|
||||
/** - hyperParamId 컬럼으로 저장/수정하고 - 객체로 조회할 때만 hyperParams 사용 */
|
||||
@ManyToOne(fetch = FetchType.LAZY)
|
||||
@JoinColumn(
|
||||
name = "hyper_param_id",
|
||||
referencedColumnName = "hyper_param_id",
|
||||
insertable = false,
|
||||
updatable = false)
|
||||
private ModelHyperParamEntity hyperParams;
|
||||
|
||||
@Size(max = 50)
|
||||
@Column(name = "epoch_ver", length = 50)
|
||||
private String epochVer;
|
||||
|
||||
@Size(max = 50)
|
||||
@Column(name = "process_step", length = 50)
|
||||
private String processStep;
|
||||
|
||||
@Column(name = "train_start_dttm")
|
||||
private ZonedDateTime trainStartDttm;
|
||||
|
||||
@Column(name = "epoch_cnt")
|
||||
private Integer epochCnt;
|
||||
|
||||
@Size(max = 50)
|
||||
@Column(name = "dataset_ratio", length = 50)
|
||||
private String datasetRatio;
|
||||
|
||||
@Column(name = "best_epoch")
|
||||
private Integer bestEpoch;
|
||||
|
||||
@Column(name = "step1_end_dttm")
|
||||
private ZonedDateTime step1EndDttm;
|
||||
|
||||
@Column(name = "step1_duration")
|
||||
private ZonedDateTime step1Duration;
|
||||
|
||||
@Column(name = "step2_end_dttm")
|
||||
private ZonedDateTime step2EndDttm;
|
||||
|
||||
@Column(name = "step2_duration")
|
||||
private ZonedDateTime step2Duration;
|
||||
|
||||
@NotNull
|
||||
@ColumnDefault("false")
|
||||
@Column(name = "del_yn", nullable = false)
|
||||
private Boolean delYn = false;
|
||||
|
||||
@Column(name = "created_uid")
|
||||
private Long createdUid;
|
||||
|
||||
@Column(name = "updated_uid")
|
||||
private Long updatedUid;
|
||||
|
||||
@ColumnDefault("now()")
|
||||
@Column(name = "created_dttm")
|
||||
private ZonedDateTime createdDttm;
|
||||
|
||||
@Column(name = "updated_dttm")
|
||||
private ZonedDateTime updatedDttm;
|
||||
|
||||
@ColumnDefault("0")
|
||||
@Column(name = "progress_rate")
|
||||
private Integer progressRate;
|
||||
|
||||
@Column(name = "stop_dttm")
|
||||
private ZonedDateTime stopDttm;
|
||||
|
||||
@Column(name = "confirmed_best_epoch")
|
||||
private Integer confirmedBestEpoch;
|
||||
|
||||
@Size(max = 255)
|
||||
@Column(name = "model_path")
|
||||
private String modelPath;
|
||||
|
||||
@Column(name = "error_msg")
|
||||
private String errorMsg;
|
||||
|
||||
@Column(name = "step2_start_dttm")
|
||||
private ZonedDateTime step2StartDttm;
|
||||
|
||||
@Size(max = 1000)
|
||||
@Column(name = "train_log_path", length = 1000)
|
||||
private String trainLogPath;
|
||||
|
||||
@Column(name = "memo")
|
||||
private String memo;
|
||||
|
||||
/** 기존 자기참조(base_model_uid)는 유지 */
|
||||
@ManyToOne(fetch = FetchType.LAZY)
|
||||
@OnDelete(action = OnDeleteAction.SET_NULL)
|
||||
@JoinColumn(name = "base_model_uid")
|
||||
private ModelTrainMasterEntity baseModel;
|
||||
|
||||
@Size(max = 1000)
|
||||
@Column(name = "pretrained_model_path", length = 1000)
|
||||
private String pretrainedModelPath;
|
||||
|
||||
@Column(name = "last_checkpoint_epoch")
|
||||
private Integer lastCheckpointEpoch;
|
||||
|
||||
@Size(max = 500)
|
||||
@Column(name = "checkpoint_path", length = 500)
|
||||
private String checkpointPath;
|
||||
|
||||
@Column(name = "can_resume")
|
||||
private Boolean canResume;
|
||||
|
||||
@NotNull
|
||||
@UuidGenerator
|
||||
@Column(name = "uuid", nullable = false, updatable = false)
|
||||
private UUID uuid = UUID.randomUUID();
|
||||
|
||||
@Size(max = 10)
|
||||
@Column(name = "step1_status", length = 10)
|
||||
private String step1Status;
|
||||
|
||||
@Size(max = 10)
|
||||
@Column(name = "step2_status", length = 10)
|
||||
private String step2Status;
|
||||
|
||||
@Size(max = 10)
|
||||
@Column(name = "transfer_status", length = 10)
|
||||
private String transferStatus;
|
||||
|
||||
@Size(max = 10)
|
||||
@Column(name = "status_cd", length = 10)
|
||||
private String statusCd;
|
||||
|
||||
public ModelMngDto.Basic toDto() {
|
||||
return new ModelMngDto.Basic(
|
||||
this.id,
|
||||
this.uuid,
|
||||
this.modelVer,
|
||||
this.trainStartDttm,
|
||||
this.step1EndDttm,
|
||||
this.step1Duration,
|
||||
this.step2EndDttm,
|
||||
this.step2Duration,
|
||||
this.step1Status,
|
||||
this.step2Status,
|
||||
this.transferStatus,
|
||||
this.statusCd);
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user