org.datavec.api.transform.metadata.ColumnMetaData 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 org.datavec.api.transform.ColumnType;
import org.datavec.api.writable.Writable;
import org.nd4j.shade.jackson.annotation.JsonInclude;
import org.nd4j.shade.jackson.annotation.JsonTypeInfo;
import java.io.Serializable;
@JsonInclude(JsonInclude.Include.NON_NULL)
@JsonTypeInfo(use = JsonTypeInfo.Id.CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@class")
public interface ColumnMetaData extends Serializable, Cloneable {
/**
* Get the name of the specified column
* @return Name of the column
*/
String getName();
/**
* Setter for the name
* @param name
*/
void setName(String name);
/**
* Get the type of column
*/
ColumnType getColumnType();
/**
* Is the given Writable valid for this column, given the column type and any restrictions given by the
* ColumnMetaData object?
*
* @param writable Writable to check
* @return true if value, false if invalid
*/
boolean isValid(Writable writable);
/**
* Is the given object valid for this column,
* given the column type and any
* restrictions given by the
* ColumnMetaData object?
*
* @param input object to check
* @return true if value, false if invalid
*/
boolean isValid(Object input);
/**
*
* @return
*/
ColumnMetaData clone();
}
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