org.datavec.api.transform.metadata.IntegerMetaData 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 lombok.Data;
import lombok.EqualsAndHashCode;
import org.datavec.api.transform.ColumnType;
import org.datavec.api.writable.Writable;
import org.nd4j.shade.jackson.annotation.JsonProperty;
/**
* Metadata for an integer column
*
* @author Alex Black
*/
@Data
@EqualsAndHashCode(callSuper = true)
public class IntegerMetaData extends BaseColumnMetaData {
//min/max are nullable: null -> no restriction on min/max values
private final Integer minAllowedValue;
private final Integer maxAllowedValue;
public IntegerMetaData(String name) {
this(name, null, null);
}
/**
* @param min Min allowed value. If null: no restriction on min value in this column
* @param max Max allowed value. If null: no restriction on max value in this column
*/
public IntegerMetaData(@JsonProperty("name") String name, @JsonProperty("minAllowedValue") Integer min,
@JsonProperty("maxAllowedValue") Integer max) {
super(name);
this.minAllowedValue = min;
this.maxAllowedValue = max;
}
@Override
public ColumnType getColumnType() {
return ColumnType.Integer;
}
@Override
public boolean isValid(Writable writable) {
int value;
try {
value = Integer.parseInt(writable.toString());
} catch (NumberFormatException e) {
return false;
}
if (minAllowedValue != null && value < minAllowedValue)
return false;
if (maxAllowedValue != null && value > maxAllowedValue)
return false;
return true;
}
/**
* 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
*/
@Override
public boolean isValid(Object input) {
int value;
try {
value = Integer.parseInt(input.toString());
} catch (NumberFormatException e) {
return false;
}
if (minAllowedValue != null && value < minAllowedValue)
return false;
if (maxAllowedValue != null && value > maxAllowedValue)
return false;
return true;
}
@Override
public IntegerMetaData clone() {
return new IntegerMetaData(name, minAllowedValue, maxAllowedValue);
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("IntegerMetaData(name=\"").append(name).append("\",");
if (minAllowedValue != null)
sb.append("minAllowed=").append(minAllowedValue);
if (maxAllowedValue != null) {
if (minAllowedValue != null)
sb.append(",");
sb.append("maxAllowed=").append(maxAllowedValue);
}
sb.append(")");
return sb.toString();
}
}
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