org.datavec.api.transform.metadata.ColumnMetaData Maven / Gradle / Ivy
/*-
* * Copyright 2016 Skymind, Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://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.
*/
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.JsonSubTypes;
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
*/
@JsonTypeInfo(use = JsonTypeInfo.Id.NAME, include = JsonTypeInfo.As.WRAPPER_OBJECT)
@JsonSubTypes(value = {@JsonSubTypes.Type(value = CategoricalMetaData.class, name = "Categorical"),
@JsonSubTypes.Type(value = DoubleMetaData.class, name = "Double"),
@JsonSubTypes.Type(value = IntegerMetaData.class, name = "Integer"),
@JsonSubTypes.Type(value = LongMetaData.class, name = "Long"),
@JsonSubTypes.Type(value = StringMetaData.class, name = "String"),
@JsonSubTypes.Type(value = TimeMetaData.class, name = "Time"),
@JsonSubTypes.Type(value = NDArrayMetaData.class, name = "NDArray")
})
@JsonInclude(JsonInclude.Include.NON_NULL)
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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