hivemall.tools.datetime.SessionizeUDF Maven / Gradle / Ivy
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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 hivemall.tools.datetime;
import java.util.UUID;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDF;
import org.apache.hadoop.hive.ql.udf.UDFType;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
//@formatter:off
@Description(name = "sessionize",
value = "_FUNC_(long timeInSec, long thresholdInSec [, String subject])"
+ "- Returns a UUID string of a session.",
extended = "SELECT \n" +
" sessionize(time, 3600, ip_addr) as session_id, \n" +
" time, ip_addr\n" +
"FROM (\n" +
" SELECT time, ipaddr \n" +
" FROM weblog \n" +
" DISTRIBUTE BY ip_addr, time SORT BY ip_addr, time DESC\n" +
") t1")
//@formatter:on
@UDFType(deterministic = false, stateful = true)
public final class SessionizeUDF extends UDF {
private long lastTime;
@Nullable
private Text lastSubject;
@Nonnull
private final Text sessionId = new Text();
@Nullable
public Text evaluate(@Nullable LongWritable time, @Nullable LongWritable threshold) {
if (time == null || threshold == null) {
return null;
}
final long thisTime = time.get();
final long diff = thisTime - lastTime;
if (diff < threshold.get()) {
this.lastTime = thisTime;
return sessionId;
}
sessionId.set(UUID.randomUUID().toString());
this.lastTime = time.get();
return sessionId;
}
@Nullable
public Text evaluate(@Nullable LongWritable time, @Nullable LongWritable threshold,
@Nullable Text subject) {
if (time == null || threshold == null || subject == null) {
return null;
}
if (subject.equals(lastSubject)) {
final long thisTime = time.get();
final long diff = thisTime - lastTime;
if (diff < threshold.get()) {
this.lastTime = thisTime;
return sessionId;
}
} else {
if (lastSubject == null) {
lastSubject = new Text(subject);
} else {
lastSubject.set(subject);
}
}
sessionId.set(UUID.randomUUID().toString());
this.lastTime = time.get();
return sessionId;
}
}
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