All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.datavec.api.transform.metadata.IntegerMetaData Maven / Gradle / Ivy

There is a newer version: 1.0.0-M2.1
Show newest version
/*******************************************************************************
 * 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();
    }
}




© 2015 - 2024 Weber Informatics LLC | Privacy Policy