org.datavec.api.transform.metadata.ColumnMetaData 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.metadata;
import org.datavec.api.transform.ColumnType;
import org.datavec.api.transform.serde.legacy.LegacyMappingHelper;
import org.datavec.api.writable.Writable;
import org.nd4j.shade.jackson.annotation.JsonInclude;
import org.nd4j.shade.jackson.annotation.JsonTypeInfo;
import java.io.Serializable;
/**
* ColumnMetaData: metadata for each column. Used to define:
* (a) the type of each column, and
* (b) any restrictions on the allowable values in each column
*
* @author Alex Black
*/
@JsonInclude(JsonInclude.Include.NON_NULL)
@JsonTypeInfo(use = JsonTypeInfo.Id.CLASS, include = JsonTypeInfo.As.PROPERTY, property = "@class",
defaultImpl = LegacyMappingHelper.ColumnMetaDataHelper.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();
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy