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.../FlinkRestService/src/test/java/com/yen/FlinkRestService/Service/ZeppelinServiceTest.java
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package com.yen.FlinkRestService.Service; | ||
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import org.apache.commons.lang3.StringUtils; | ||
import org.apache.zeppelin.client.ClientConfig; | ||
import org.apache.zeppelin.client.ExecuteResult; | ||
import org.apache.zeppelin.client.ZSession; | ||
import org.apache.zeppelin.client.ZeppelinClient; | ||
import org.junit.jupiter.api.Test; | ||
import org.springframework.beans.factory.annotation.Autowired; | ||
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import java.util.HashMap; | ||
import java.util.Map; | ||
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import static org.junit.jupiter.api.Assertions.*; | ||
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class ZeppelinServiceTest { | ||
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// @Autowired | ||
// private ZeppelinClient zeppelinClient; | ||
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private ZSession session = null; | ||
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/** Zeppelin test */ | ||
@Test | ||
public void zSessionSparkTest(){ | ||
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try { | ||
ClientConfig clientConfig = new ClientConfig("http://localhost:8082"); | ||
Map<String, String> intpProperties = new HashMap<>(); | ||
intpProperties.put("spark.master", "local[*]"); | ||
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session = ZSession.builder() | ||
.setClientConfig(clientConfig) | ||
.setInterpreter("spark") | ||
.setIntpProperties(intpProperties) | ||
.build(); | ||
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session.start(); | ||
System.out.println("Spark Web UI: " + session.getWeburl()); | ||
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// scala (single result) | ||
ExecuteResult result = session.execute("println(sc.version)"); | ||
System.out.println("Spark Version: " + result.getResults().get(0).getData()); | ||
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// scala (multiple result) | ||
result = session.execute("println(sc.version)\n" + | ||
"val df = spark.createDataFrame(Seq((1,\"a\"), (2,\"b\")))\n" + | ||
"z.show(df)"); | ||
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// The first result is text output | ||
System.out.println("Result 1: type: " + result.getResults().get(0).getType() + | ||
", data: " + result.getResults().get(0).getData() ); | ||
// The second result is table output | ||
System.out.println("Result 2: type: " + result.getResults().get(1).getType() + | ||
", data: " + result.getResults().get(1).getData() ); | ||
System.out.println("Spark Job Urls:\n" + StringUtils.join(result.getJobUrls(), "\n")); | ||
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// error output | ||
result = session.execute("1/0"); | ||
System.out.println("Result status: " + result.getStatus() + | ||
", data: " + result.getResults().get(0).getData()); | ||
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// pyspark | ||
result = session.execute("pyspark", "df = spark.createDataFrame([(1,'a'),(2,'b')])\n" + | ||
"df.registerTempTable('df')\n" + | ||
"df.show()"); | ||
System.out.println("PySpark dataframe: " + result.getResults().get(0).getData()); | ||
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// matplotlib | ||
result = session.execute("ipyspark", "%matplotlib inline\n" + | ||
"import matplotlib.pyplot as plt\n" + | ||
"plt.plot([1,2,3,4])\n" + | ||
"plt.ylabel('some numbers')\n" + | ||
"plt.show()"); | ||
System.out.println("Matplotlib result, type: " + result.getResults().get(0).getType() + | ||
", data: " + result.getResults().get(0).getData()); | ||
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// sparkr | ||
result = session.execute("r", "df <- as.DataFrame(faithful)\nhead(df)"); | ||
System.out.println("Sparkr dataframe: " + result.getResults().get(0).getData()); | ||
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// spark sql | ||
result = session.execute("sql", "select * from df"); | ||
System.out.println("Spark Sql dataframe: " + result.getResults().get(0).getData()); | ||
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// spark invalid sql | ||
result = session.execute("sql", "select * from unknown_table"); | ||
System.out.println("Result status: " + result.getStatus() + | ||
", data: " + result.getResults().get(0).getData()); | ||
} catch (Exception e) { | ||
e.printStackTrace(); | ||
} finally { | ||
if (session != null) { | ||
try { | ||
session.stop(); | ||
} catch (Exception e) { | ||
e.printStackTrace(); | ||
} | ||
} | ||
} | ||
} | ||
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@Test | ||
public void mtTest(){ | ||
System.out.println(123); | ||
} | ||
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} |