org.datavec.api.transform.metadata.TimeMetaData Maven / Gradle / Ivy
/*
* ******************************************************************************
* *
* *
* * 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.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * 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.LongWritable;
import org.datavec.api.writable.Writable;
import org.joda.time.DateTimeZone;
import org.nd4j.shade.jackson.annotation.JsonProperty;
import java.util.TimeZone;
@Data
@EqualsAndHashCode(callSuper = true)
public class TimeMetaData extends BaseColumnMetaData {
private final DateTimeZone timeZone;
private final Long minValidTime;
private final Long maxValidTime;
/**
* Create a TimeMetaData column with no restrictions and UTC timezone.
*/
public TimeMetaData(String name) {
this(name, DateTimeZone.UTC, null, null);
}
/**
* Create a TimeMetaData column with no restriction on the allowable times
*
* @param timeZone Timezone for this column. Typically used for parsing
*/
public TimeMetaData(String name, TimeZone timeZone) {
this(name, timeZone, null, null);
}
/**
* Create a TimeMetaData column with no restriction on the allowable times
*
* @param timeZone Timezone for this column.
*/
public TimeMetaData(String name, DateTimeZone timeZone) {
this(name, timeZone, null, null);
}
/**
* @param timeZone Timezone for this column. Typically used for parsing and some transforms
* @param minValidTime Minimum valid time, in milliseconds (timestamp format). If null: no restriction
* @param maxValidTime Maximum valid time, in milliseconds (timestamp format). If null: no restriction
*/
public TimeMetaData(String name, TimeZone timeZone, Long minValidTime, Long maxValidTime) {
super(name);
this.timeZone = DateTimeZone.forTimeZone(timeZone);
this.minValidTime = minValidTime;
this.maxValidTime = maxValidTime;
}
/**
* @param timeZone Timezone for this column. Typically used for parsing and some transforms
* @param minValidTime Minimum valid time, in milliseconds (timestamp format). If null: no restriction
* @param maxValidTime Maximum valid time, in milliseconds (timestamp format). If null: no restriction
*/
public TimeMetaData(@JsonProperty("name") String name, @JsonProperty("timeZone") DateTimeZone timeZone,
@JsonProperty("minValidTime") Long minValidTime, @JsonProperty("maxValidTime") Long maxValidTime) {
super(name);
this.timeZone = timeZone;
this.minValidTime = minValidTime;
this.maxValidTime = maxValidTime;
}
@Override
public ColumnType getColumnType() {
return ColumnType.Time;
}
@Override
public boolean isValid(Writable writable) {
long epochMillisec;
if (writable instanceof LongWritable) {
epochMillisec = writable.toLong();
} else {
try {
epochMillisec = Long.parseLong(writable.toString());
} catch (NumberFormatException e) {
return false;
}
}
if (minValidTime != null && epochMillisec < minValidTime)
return false;
return !(maxValidTime != null && epochMillisec > maxValidTime);
}
/**
* 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 epochMillisec;
try {
epochMillisec = Long.parseLong(input.toString());
} catch (NumberFormatException e) {
return false;
}
if (minValidTime != null && epochMillisec < minValidTime)
return false;
return !(maxValidTime != null && epochMillisec > maxValidTime);
}
@Override
public TimeMetaData clone() {
return new TimeMetaData(name, timeZone, minValidTime, maxValidTime);
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
sb.append("TimeMetaData(name=\"").append(name).append("\",timeZone=").append(timeZone.getID());
if (minValidTime != null)
sb.append("minValidTime=").append(minValidTime);
if (maxValidTime != null) {
if (minValidTime != null)
sb.append(",");
sb.append("maxValidTime=").append(maxValidTime);
}
sb.append(")");
return sb.toString();
}
}
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