org.datavec.api.transform.metadata.NDArrayMetaData Maven / Gradle / Ivy
/*
* ******************************************************************************
* *
* *
* * 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.
* *
* * SPDX-License-Identifier: Apache-2.0
* *****************************************************************************
*/
package org.datavec.api.transform.metadata;
import lombok.Data;
import lombok.EqualsAndHashCode;
import org.datavec.api.transform.ColumnType;
import org.datavec.api.writable.NDArrayWritable;
import org.datavec.api.writable.Writable;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.shade.jackson.annotation.JsonIgnoreProperties;
import org.nd4j.shade.jackson.annotation.JsonProperty;
import java.util.Arrays;
@Data
@EqualsAndHashCode(callSuper = true)
@JsonIgnoreProperties("allowVarLength")
public class NDArrayMetaData extends BaseColumnMetaData {
private long[] shape;
private boolean allowVarLength;
/**
* @param name Name of the NDArray column
* @param shape shape of the NDArray column. Use -1 in entries to specify as "variable length" in that dimension
*/
public NDArrayMetaData(@JsonProperty("name") String name, @JsonProperty("shape") long[] shape) {
super(name);
this.shape = shape;
for (long i : shape) {
if (i < 0) {
allowVarLength = true;
break;
}
}
}
@Override
public ColumnType getColumnType() {
return ColumnType.NDArray;
}
@Override
public boolean isValid(Writable writable) {
if (!(writable instanceof NDArrayWritable)) {
return false;
}
INDArray arr = ((NDArrayWritable) writable).get();
if (arr == null) {
return false;
}
if (allowVarLength) {
for (int i = 0; i < shape.length; i++) {
if (shape[i] < 0) {
continue;
}
if (shape[i] != arr.size(i)) {
return false;
}
}
return true;
} else {
return Arrays.equals(shape, arr.shape());
}
}
@Override
public boolean isValid(Object input) {
if (input == null) {
return false;
} else if (input instanceof Writable) {
return isValid((Writable) input);
} else if (input instanceof INDArray) {
return isValid(new NDArrayWritable((INDArray) input));
} else {
throw new UnsupportedOperationException("Unknown object type: " + input.getClass());
}
}
@Override
public NDArrayMetaData clone() {
return new NDArrayMetaData(name, shape.clone());
}
}
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