org.datavec.api.transform.metadata.DoubleMetaData 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 a double column.
*
* @author Alex Black
*/
@Data
@EqualsAndHashCode(callSuper = true)
public class DoubleMetaData extends BaseColumnMetaData {
//minAllowedValue/maxAllowedValue are nullable: null -> no restriction on minAllowedValue/maxAllowedValue values
private final Double minAllowedValue;
private final Double maxAllowedValue;
private final boolean allowNaN;
private final boolean allowInfinite;
public DoubleMetaData(String name) {
this(name, null, null, false, false);
}
/**
* @param minAllowedValue Min allowed value. If null: no restriction on minAllowedValue value in this column
* @param maxAllowedValue Max allowed value. If null: no restriction on maxAllowedValue value in this column
*/
public DoubleMetaData(@JsonProperty("name") String name, @JsonProperty("minAllowedValue") Double minAllowedValue,
@JsonProperty("maxAllowedValue") Double maxAllowedValue) {
this(name, minAllowedValue, maxAllowedValue, false, false);
}
/**
* @param min Min allowed value. If null: no restriction on minAllowedValue value in this column
* @param maxAllowedValue Max allowed value. If null: no restriction on maxAllowedValue value in this column
* @param allowNaN Are NaN values ok?
* @param allowInfinite Are +/- infinite values ok?
*/
public DoubleMetaData(String name, Double min, Double maxAllowedValue, boolean allowNaN, boolean allowInfinite) {
super(name);
this.minAllowedValue = min;
this.maxAllowedValue = maxAllowedValue;
this.allowNaN = allowNaN;
this.allowInfinite = allowInfinite;
}
@Override
public ColumnType getColumnType() {
return ColumnType.Double;
}
@Override
public boolean isValid(Writable writable) {
double d;
try {
d = writable.toDouble();
} catch (Exception e) {
return false;
}
if (allowNaN && Double.isNaN(d))
return true;
if (allowInfinite && Double.isInfinite(d))
return true;
if (minAllowedValue != null && d < minAllowedValue)
return false;
if (maxAllowedValue != null && d > 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) {
double d;
try {
d = Double.valueOf(input.toString());
} catch (Exception e) {
return false;
}
if (allowNaN && Double.isNaN(d))
return true;
if (allowInfinite && Double.isInfinite(d))
return true;
if (minAllowedValue != null && d < minAllowedValue)
return false;
if (maxAllowedValue != null && d > maxAllowedValue)
return false;
return true;
}
@Override
public DoubleMetaData clone() {
return new DoubleMetaData(name, minAllowedValue, maxAllowedValue, allowNaN, allowInfinite);
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("DoubleMetaData(name=\"").append(name).append("\",");
boolean needComma = false;
if (minAllowedValue != null) {
sb.append("minAllowed=").append(minAllowedValue);
needComma = true;
}
if (maxAllowedValue != null) {
if (needComma)
sb.append(",");
sb.append("maxAllowed=").append(maxAllowedValue);
needComma = true;
}
if (needComma)
sb.append(",");
sb.append("allowNaN=").append(allowNaN).append(",allowInfinite=").append(allowInfinite).append(")");
return sb.toString();
}
}
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