org.datavec.api.transform.DataAction Maven / Gradle / Ivy
/*-
* * Copyright 2016 Skymind, Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://www.apache.org/licenses/LICENSE-2.0
* *
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS,
* * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* * See the License for the specific language governing permissions and
* * limitations under the License.
*/
package org.datavec.api.transform;
import lombok.Data;
import org.datavec.api.transform.filter.Filter;
import org.datavec.api.transform.rank.CalculateSortedRank;
import org.datavec.api.transform.reduce.IAssociativeReducer;
import org.datavec.api.transform.schema.Schema;
import org.datavec.api.transform.sequence.ConvertFromSequence;
import org.datavec.api.transform.sequence.ConvertToSequence;
import org.datavec.api.transform.sequence.SequenceSplit;
import org.nd4j.shade.jackson.annotation.JsonInclude;
import java.io.Serializable;
/** A helper class used in TransformProcess
* to store the types of action to
* execute next.
*
* @author Alex Black
* */
@Data
@JsonInclude(JsonInclude.Include.NON_NULL)
public class DataAction implements Serializable {
private Transform transform;
private Filter filter;
private ConvertToSequence convertToSequence;
private ConvertFromSequence convertFromSequence;
private SequenceSplit sequenceSplit;
private IAssociativeReducer reducer;
private CalculateSortedRank calculateSortedRank;
public DataAction() {
//No-arg constructor for Jackson
}
public DataAction(Transform transform) {
this.transform = transform;
}
public DataAction(Filter filter) {
this.filter = filter;
}
public DataAction(ConvertToSequence convertToSequence) {
this.convertToSequence = convertToSequence;
}
public DataAction(ConvertFromSequence convertFromSequence) {
this.convertFromSequence = convertFromSequence;
}
public DataAction(SequenceSplit sequenceSplit) {
this.sequenceSplit = sequenceSplit;
}
public DataAction(IAssociativeReducer reducer) {
this.reducer = reducer;
}
public DataAction(CalculateSortedRank calculateSortedRank) {
this.calculateSortedRank = calculateSortedRank;
}
@Override
public String toString() {
String str;
if (transform != null) {
str = transform.toString();
} else if (filter != null) {
str = filter.toString();
} else if (convertToSequence != null) {
str = convertToSequence.toString();
} else if (convertFromSequence != null) {
str = convertFromSequence.toString();
} else if (sequenceSplit != null) {
str = sequenceSplit.toString();
} else if (reducer != null) {
str = reducer.toString();
} else if (calculateSortedRank != null) {
str = calculateSortedRank.toString();
} else {
throw new IllegalStateException(
"Invalid DataAction: does not contain any operation to perform (all fields are null)");
}
return "DataAction(" + str + ")";
}
public Schema getSchema() {
if (transform != null) {
return transform.getInputSchema();
} else if (filter != null) {
return filter.getInputSchema();
} else if (convertToSequence != null) {
return convertToSequence.getInputSchema();
} else if (convertFromSequence != null) {
return convertFromSequence.getInputSchema();
} else if (sequenceSplit != null) {
return sequenceSplit.getInputSchema();
} else if (reducer != null) {
return reducer.getInputSchema();
} else if (calculateSortedRank != null) {
return calculateSortedRank.getInputSchema();
} else {
throw new IllegalStateException(
"Invalid DataAction: does not contain any operation to perform (all fields are null)");
}
}
}
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