org.datavec.api.transform.analysis.SequenceDataAnalysis Maven / Gradle / Ivy
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* * 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.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * 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.
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* * SPDX-License-Identifier: Apache-2.0
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*/
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.JsonMappers;
import org.datavec.api.transform.serde.JsonSerializer;
import org.datavec.api.transform.serde.YamlSerializer;
import org.nd4j.shade.jackson.databind.exc.InvalidTypeIdException;
import java.io.IOException;
import java.util.List;
@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 (InvalidTypeIdException e){
if(e.getMessage().contains("@class")){
try{
//JSON may be legacy (1.0.0-alpha or earlier), attempt to load it using old format
return JsonMappers.getLegacyMapper().readValue(json, SequenceDataAnalysis.class);
} catch (IOException e2){
throw new RuntimeException(e2);
}
}
throw new RuntimeException(e);
} 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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