org.datavec.api.transform.analysis.SequenceDataAnalysis Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
package org.datavec.api.transform.analysis;
import lombok.Data;
import lombok.EqualsAndHashCode;
import org.datavec.api.transform.analysis.columns.ColumnAnalysis;
import org.datavec.api.transform.analysis.sequence.SequenceLengthAnalysis;
import org.datavec.api.transform.schema.Schema;
import org.datavec.api.transform.serde.JsonSerializer;
import org.datavec.api.transform.serde.YamlSerializer;
import org.nd4j.shade.jackson.databind.ObjectMapper;
import java.io.IOException;
import java.util.List;
/**
* Created by Alex on 12/03/2016.
*/
@EqualsAndHashCode(callSuper = true)
@Data
public class SequenceDataAnalysis extends DataAnalysis {
private SequenceLengthAnalysis sequenceLengthAnalysis;
public SequenceDataAnalysis(Schema schema, List columnAnalysis,
SequenceLengthAnalysis sequenceAnalysis) {
super(schema, columnAnalysis);
this.sequenceLengthAnalysis = sequenceAnalysis;
}
protected SequenceDataAnalysis(){
//No arg for JSON
}
public static SequenceDataAnalysis fromJson(String json){
try{
return new JsonSerializer().getObjectMapper().readValue(json, SequenceDataAnalysis.class);
} catch (IOException e){
throw new RuntimeException(e);
}
}
public static SequenceDataAnalysis fromYaml(String yaml){
try{
return new YamlSerializer().getObjectMapper().readValue(yaml, SequenceDataAnalysis.class);
} catch (IOException e){
throw new RuntimeException(e);
}
}
@Override
public String toString() {
return sequenceLengthAnalysis + "\n" + super.toString();
}
}
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