|EqualDepthBinningOperator |ksb.csle.component.operator.cleaning.<br>EqualDepthBinningOperator |동일 빈도수 이산화 처리기 |<ahref="./operator/4.1.1.3.EqualDepthBinning_manual.html"> Link</a> |
|EqualWidthBinningOperator |ksb.csle.component.operator.cleaning.<br>EqualWidthBinningOperator |동일 폭 이산화 처리기 | <ahref="./operator/4.1.1.6.EqualWidthBinning_manual.html"> Link</a> |
|DBScanOperator |ksb.csle.component.operator.cleaning.<br>DBScanOperator |DBSCAN 클러스터링 처리기 | <ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.1.DBSCAN_manual.md"> Link </a> |
|EqualDepthBinningOperator |ksb.csle.component.operator.cleaning.<br>EqualDepthBinningOperator |동일 빈도수 이산화 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.3.EqualDepthBinning_manual.md"> Link</a> |
|EqualWidthBinningOperator |ksb.csle.component.operator.cleaning.<br>EqualWidthBinningOperator |동일 폭 이산화 처리기 | <ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.6.EqualWidthBinning_manual.md"> Link</a> |
|GeneralizedLinearRegressionOperator |ksb.csle.component.operator.cleaning.<br>GeneralizedLinearRegressionOperator |Generalized Linear Regression 처리기 | <ahref="./operator/4.1.1.9.GeneralizedLinearRegression_manual.html"> Link</a> |
|GroupByOperator |ksb.csle.component.operator.integration.<br>GroupByOperator |특정 조건에 따른 해당 column의 grouping 처리기 | <ahref="./operator/4.1.1.12.GroupBy_manual.html"> Link</a> |
|GroupByOperator |ksb.csle.component.operator.integration.<br>GroupByOperator |특정 조건에 따른 해당 column의 grouping 처리기 | <ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.12.GroupBy_manual.md"> Link</a> |
|ColumnSelectOperator |ksb.csle.component.operator.reduction.<br>ColumnSelectOperator |column 선택 및 재배열 처리기 |<ahref="./operator/4.1.1.19.ColumnSelect_manual.html"> Link</a> |
|AggregateOperator |ksb.csle.component.operator.reduction.<br>AggregateOperator |숫자형 데이터 통계값 (min, max, avg, std, count) 대체 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.16.Aggregate_manual.html"> Link</a> |
|ChiSquareSelectOperator |ksb.csle.component.operator.reduction.<br>ChiSquareSelectOperator |Chi-Square test를 이용한 column 선택처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.17.ChiSquareSelect_manual.html"> Link</a> |
|ColumnSelectOperator |ksb.csle.component.operator.reduction.<br>ColumnSelectOperator |column 선택 및 재배열 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.19.ColumnSelect_manual.html"> Link</a> |
|ColumnSelectWithFileOperator |ksb.csle.component.operator.reduction.<br>ColumnSelectWithFileOperator |파일로부터 칼럼 선택 및 재배열 처리기 | |
|DecisionTreeInductOperator |ksb.csle.component.operator.reduction.<br>DecisionTreeInductOperator |Decision Tree Induction을 이용한 column 선택처리기 |<ahref="./operator/4.1.1.20.DecisionTreeInduct_manual.html"> Link</a> |
|FilterOperator |ksb.csle.component.operator.reduction.<br>FilterOperator |특정 조건에 따른 row 필터 처리기 |<ahref="./operator/4.1.1.21.Filter_manual.html"> Link</a> |
|FilterUsingSqlOperator |ksb.csle.component.operator.reduction.<br>FilterUsingSqlOperator |SQL을 이용한 row 필터 처리기 |<ahref="./operator/4.1.1.22.FilterUsingSql_manual.html"> Link</a> |
|DecisionTreeInductOperator |ksb.csle.component.operator.reduction.<br>DecisionTreeInductOperator |Decision Tree Induction을 이용한 column 선택처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.20.DecisionTreeInduct_manual.html"> Link</a> |
|FilterOperator |ksb.csle.component.operator.reduction.<br>FilterOperator |특정 조건에 따른 row 필터 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.21.Filter_manual.html"> Link</a> |
|FilterUsingSqlOperator |ksb.csle.component.operator.reduction.<br>FilterUsingSqlOperator |SQL을 이용한 row 필터 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.22.FilterUsingSql_manual.html"> Link</a> |
|GroupByFilterOperator |ksb.csle.component.operator.reduction.<br>GroupByFilterOperator |총계처리 후 필터링 | |
|OrderByFilterOperator |ksb.csle.component.operator.reduction.<br>OrderByFilterOperator |정렬 후 필터링 | |
|PCAOperator |ksb.csle.component.operator.reduction.<br>PCAOperator |PCA를 이용한 column 생성 처리기 | <ahref="./operator/4.1.1.23.PCA_manual.html"> Link</a> |
|TimeWindowAggregateOperator |ksb.csle.component.operator.reduction.<br>TimeWindowAggregateOperator |Unit timestamp 정보를 이용하여 시간정보에 따라 aggregation 처리기 | |
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@@ -147,18 +147,18 @@ KSB 인공지능 프레임워크가 기본적으로 제공하는 컴포넌트의
|ChangeColumnDataTypeOperator |ksb.csle.component.operator.transformation.<br>ChangeColumnDataTypeOperator |column의 데이터 타입 변경 | |
|ExplodeColumnOperator |ksb.csle.component.operator.transformation.<br>ExplodeColumnOperator |array/map 타입 column의 각 element로부터 새로운 row 생성 | |
|FlattenOperator |ksb.csle.component.operator.transformation.<br>FlattenOperator |선택한 column의 모든 row을 하나의 row로 합치는 처리기 | |
|InterpolateOperator |ksb.csle.component.operator.transformation.<br>InterpolateOperator |일정한 간격으로 데이터를 보간하여 새로운 데이터프레임 생성 |<ahref="./operator/4.1.1.29.Interpolate_manual.html"> Link</a> |
|MinMaxScalingOperator |ksb.csle.component.operator.transformation.<br>MinMaxScalingOperator |최소/최대값을 기준으로 스케일링 처리기 | <ahref="./operator/4.1.1.30.MinMaxScaling_manual.html"> Link</a> |
|InterpolateOperator |ksb.csle.component.operator.transformation.<br>InterpolateOperator |일정한 간격으로 데이터를 보간하여 새로운 데이터프레임 생성 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.29.Interpolate_manual.html"> Link</a> |
|MinMaxScalingOperator |ksb.csle.component.operator.transformation.<br>MinMaxScalingOperator |최소/최대값을 기준으로 스케일링 처리기 | <ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.30.MinMaxScaling_manual.html"> Link</a> |
|NullReplaceOperator |ksb.csle.component.operator.transformation.<br>NullReplaceOperator |공백문자나 Zero 값 Null 대체기 | |
|PivotOperator |ksb.csle.component.operator.transformation.<br>PivotOperator | 특정 column 내 값을 row의 schema 정보로 변환 처리기 |<ahref="./operator/4.1.1.33.Pivot_manual.html"> Link</a> |
|PivotOperator |ksb.csle.component.operator.transformation.<br>PivotOperator | 특정 column 내 값을 row의 schema 정보로 변환 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.33.Pivot_manual.html"> Link</a> |
|RenameColumnOperator |ksb.csle.component.operator.transformation.<br>RenameColumnOperator |column 이름 변경 | | |
|ReshapeWithTimeWindowOperator |ksb.csle.component.operator.transformation.<br>ReshapeWithTimeWindowOperator |Time window 값에 따라 shift된 row 생성 처리기 ||
|SelectWithTimeWindowOperator |ksb.csle.component.operator.transformation.<br>SelectWithTimeWindowOperator |Time window 값에 따라 shift된 row 선택 처리기 |<ahref="./operator/4.1.1.35.SelectWithTimeWindow_manual.html"> Link</a> |
|SelectWithTimeWindowOperator |ksb.csle.component.operator.transformation.<br>SelectWithTimeWindowOperator |Time window 값에 따라 shift된 row 선택 처리기 |<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.35.SelectWithTimeWindow_manual.html"> Link</a> |
|SplitColumnOperator |ksb.csle.component.operator.transformation.<br>SplitColumnOperator |array/map 타입 column의 element를 각 column으로 분리 | |
|StringIndexOperator |ksb.csle.component.operator.transformation.<br>StringIndexOperator |문자열 타입의 컬럼에 대한 색인 컬럼을 생성 | |
|TimeSynchronizeOperator |ksb.csle.component.operator.transformation.<br>TimeSynchronizeOperator |시간(timestamp)을 동기화하여 두 개의 데이터프레임 join | |
|TransposeOperator |ksb.csle.component.operator.transformation.<br>TransposeOperator |하나의 dataframe column을 row로 변환 처리기|<ahref="./operator/4.1.1.37.Transpose_manual.html"> Link</a> |
|TransposeOperator |ksb.csle.component.operator.transformation.<br>TransposeOperator |하나의 dataframe column을 row로 변환 처리기|<ahref="https://etrioss.kr/thkimetri/ksb19.03-manual/tree/master/manual1903/operator/4.1.1.37.Transpose_manual.html"> Link</a> |
|VectorizeColumnOperator |ksb.csle.component.operator.transformation.<br>VectorizeColumnOperator |여러 column들을 모아서 하나의 vector 타입 column을 생성 | |