org.datavec.api.transform.metadata.LongMetaData 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 lombok.Data;
import lombok.EqualsAndHashCode;
import org.datavec.api.transform.ColumnType;
import org.datavec.api.writable.IntWritable;
import org.datavec.api.writable.LongWritable;
import org.datavec.api.writable.Writable;
import org.nd4j.shade.jackson.annotation.JsonProperty;
/**
* Metadata for a long column
*
* @author Alex Black
*/
@Data
@EqualsAndHashCode(callSuper = true)
public class LongMetaData extends BaseColumnMetaData {
//minAllowedValue/maxAllowedValue are nullable: null -> no restriction on minAllowedValue/maxAllowedValue values
private final Long minAllowedValue;
private final Long maxAllowedValue;
public LongMetaData(String name) {
this(name, null, null);
}
public LongMetaData(@JsonProperty("name") String name, @JsonProperty("minAllowedValue") Long minAllowedValue,
@JsonProperty("maxAllowedValue") Long maxAllowedValue) {
super(name);
this.minAllowedValue = minAllowedValue;
this.maxAllowedValue = maxAllowedValue;
}
@Override
public ColumnType getColumnType() {
return ColumnType.Long;
}
@Override
public boolean isValid(Writable writable) {
long value;
if (writable instanceof IntWritable || writable instanceof LongWritable) {
value = writable.toLong();
} else {
try {
value = Long.parseLong(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) {
long value;
try {
value = Long.parseLong(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 LongMetaData clone() {
return new LongMetaData(name, minAllowedValue, maxAllowedValue);
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("LongMetaData(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();
}
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy