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[Pulsar-Flink] Add Scala Examples (apache#3071)
* [Pulsar-Flink] Add Scala Examples * Line break is added for input text. * Adding ASF Header. * Fix License format
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78 changes: 78 additions & 0 deletions
78
...rg/apache/flink/batch/connectors/pulsar/example/FlinkPulsarBatchCsvSinkScalaExample.scala
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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 org.apache.flink.batch.connectors.pulsar.example | ||
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import org.apache.flink.api.java.tuple.Tuple4 | ||
import org.apache.flink.api.scala._ | ||
import org.apache.flink.batch.connectors.pulsar.PulsarCsvOutputFormat | ||
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/** | ||
* Implements a batch Scala program on Pulsar topic by writing Flink DataSet as Csv. | ||
*/ | ||
object FlinkPulsarBatchCsvSinkScalaExample { | ||
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/** | ||
* NasaMission Model | ||
*/ | ||
private case class NasaMission(id: Int, missionName: String, startYear: Int, endYear: Int) | ||
extends Tuple4(id, missionName, startYear, endYear) | ||
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private val SERVICE_URL = "pulsar://127.0.0.1:6650" | ||
private val TOPIC_NAME = "my-flink-topic" | ||
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private val nasaMissions = List( | ||
NasaMission(1, "Mercury program", 1959, 1963), | ||
NasaMission(2, "Apollo program", 1961, 1972), | ||
NasaMission(3, "Gemini program", 1963, 1966), | ||
NasaMission(4, "Skylab", 1973, 1974), | ||
NasaMission(5, "Apollo–Soyuz Test Project", 1975, 1975)) | ||
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def main(args: Array[String]): Unit = { | ||
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// set up the execution environment | ||
val env = ExecutionEnvironment.getExecutionEnvironment | ||
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// create PulsarCsvOutputFormat instance | ||
val pulsarCsvOutputFormat = | ||
new PulsarCsvOutputFormat[NasaMission](SERVICE_URL, TOPIC_NAME) | ||
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// create DataSet | ||
val textDS = env.fromCollection(nasaMissions) | ||
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// map nasa mission names to upper-case | ||
textDS.map(nasaMission => NasaMission( | ||
nasaMission.id, | ||
nasaMission.missionName.toUpperCase, | ||
nasaMission.startYear, | ||
nasaMission.endYear)) | ||
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// filter missions which started after 1970 | ||
.filter(_.startYear > 1970) | ||
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// write batch data to Pulsar as Csv | ||
.output(pulsarCsvOutputFormat) | ||
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// set parallelism to write Pulsar in parallel (optional) | ||
env.setParallelism(2) | ||
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// execute program | ||
env.execute("Flink - Pulsar Batch Csv") | ||
} | ||
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} |
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...g/apache/flink/batch/connectors/pulsar/example/FlinkPulsarBatchJsonSinkScalaExample.scala
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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 org.apache.flink.batch.connectors.pulsar.example | ||
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import org.apache.flink.api.scala._ | ||
import org.apache.flink.batch.connectors.pulsar.PulsarJsonOutputFormat | ||
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import scala.beans.BeanProperty | ||
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/** | ||
* Implements a batch Scala program on Pulsar topic by writing Flink DataSet as Json. | ||
*/ | ||
object FlinkPulsarBatchJsonSinkScalaExample { | ||
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/** | ||
* NasaMission Model | ||
*/ | ||
private case class NasaMission(@BeanProperty id: Int, | ||
@BeanProperty missionName: String, | ||
@BeanProperty startYear: Int, | ||
@BeanProperty endYear: Int) | ||
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private val nasaMissions = List( | ||
NasaMission(1, "Mercury program", 1959, 1963), | ||
NasaMission(2, "Apollo program", 1961, 1972), | ||
NasaMission(3, "Gemini program", 1963, 1966), | ||
NasaMission(4, "Skylab", 1973, 1974), | ||
NasaMission(5, "Apollo–Soyuz Test Project", 1975, 1975)) | ||
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private val SERVICE_URL = "pulsar://127.0.0.1:6650" | ||
private val TOPIC_NAME = "my-flink-topic" | ||
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def main(args: Array[String]): Unit = { | ||
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// set up the execution environment | ||
val env = ExecutionEnvironment.getExecutionEnvironment | ||
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// create PulsarJsonOutputFormat instance | ||
val pulsarJsonOutputFormat = new PulsarJsonOutputFormat[NasaMission](SERVICE_URL, TOPIC_NAME) | ||
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// create DataSet | ||
val nasaMissionDS = env.fromCollection(nasaMissions) | ||
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// map nasa mission names to upper-case | ||
nasaMissionDS.map(nasaMission => | ||
NasaMission( | ||
nasaMission.id, | ||
nasaMission.missionName.toUpperCase, | ||
nasaMission.startYear, | ||
nasaMission.endYear)) | ||
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// filter missions which started after 1970 | ||
.filter(_.startYear > 1970) | ||
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// write batch data to Pulsar | ||
.output(pulsarJsonOutputFormat) | ||
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// set parallelism to write Pulsar in parallel (optional) | ||
env.setParallelism(2) | ||
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// execute program | ||
env.execute("Flink - Pulsar Batch Json") | ||
} | ||
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} |
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...a/org/apache/flink/batch/connectors/pulsar/example/FlinkPulsarBatchSinkScalaExample.scala
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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 org.apache.flink.batch.connectors.pulsar.example | ||
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import org.apache.flink.api.common.serialization.SerializationSchema | ||
import org.apache.flink.api.scala._ | ||
import org.apache.flink.batch.connectors.pulsar.PulsarOutputFormat | ||
import org.apache.flink.util.Collector | ||
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/** | ||
* Data type for words with count. | ||
*/ | ||
case class WordWithCount(word: String, count: Long) { | ||
override def toString: String = "WordWithCount { word = " + word + ", count = " + count + " }" | ||
} | ||
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/** | ||
* Implements a batch word-count Scala program on Pulsar topic by writing Flink DataSet. | ||
*/ | ||
object FlinkPulsarBatchSinkScalaExample { | ||
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private val EINSTEIN_QUOTE = "Imagination is more important than knowledge. " + | ||
"Knowledge is limited. Imagination encircles the world." | ||
private val SERVICE_URL = "pulsar://127.0.0.1:6650" | ||
private val TOPIC_NAME = "my-flink-topic" | ||
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def main(args: Array[String]): Unit = { | ||
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// set up the execution environment | ||
val env = ExecutionEnvironment.getExecutionEnvironment | ||
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// create PulsarOutputFormat instance | ||
val pulsarOutputFormat = | ||
new PulsarOutputFormat[WordWithCount](SERVICE_URL, TOPIC_NAME, new SerializationSchema[WordWithCount] { | ||
override def serialize(wordWithCount: WordWithCount): Array[Byte] = wordWithCount.toString.getBytes | ||
}) | ||
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// create DataSet | ||
val textDS = env.fromElements[String](EINSTEIN_QUOTE) | ||
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// convert sentence to words | ||
textDS.flatMap((value: String, out: Collector[WordWithCount]) => { | ||
val words = value.toLowerCase.split(" ") | ||
for (word <- words) { | ||
out.collect(new WordWithCount(word.replace(".", ""), 1)) | ||
} | ||
}) | ||
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// filter words which length is bigger than 4 | ||
.filter((wordWithCount: WordWithCount) => wordWithCount.word.length > 4) | ||
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// group the words | ||
.groupBy((wordWithCount: WordWithCount) => wordWithCount.word) | ||
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// sum the word counts | ||
.reduce((wordWithCount1: WordWithCount, wordWithCount2: WordWithCount) => | ||
new WordWithCount(wordWithCount1.word, wordWithCount1.count + wordWithCount2.count)) | ||
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// write batch data to Pulsar | ||
.output(pulsarOutputFormat) | ||
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// set parallelism to write Pulsar in parallel (optional) | ||
env.setParallelism(2) | ||
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// execute program | ||
env.execute("Flink - Pulsar Batch WordCount") | ||
} | ||
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} |