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Batch computing

IntelliJ IDEA does not support Scala.You need to manually install the Scala plugin.Install winutils.exe(winutils 3.3.6 is used in this topic).When you run Spark in a Windows environment,you also need to install winutils....

GetLivyCompute

Scala 2.12,Java Runtime)queueName string The queue name.root_queue cpuLimit string The number of CPU cores for the Livy server.Valid values:1:1 2:2 4:4 1 memoryLimit string The memory size of the Livy server.Valid values:...

ListSessionClusters

Scala 2.12)fusion boolean Indicates whether acceleration by the Fusion engine is enabled.false gmtCreate integer The time when the session was created.1732267598000 startTime integer The time when the session was started....

Release notes for EMR Serverless Spark on ...

the system pre-installs the related libraries based on the selected environment.For more information,see Manage runtime environments.Engine updates Engine version Description esr-2.2(Spark 3.3.1,Scala 2.12)Fusion ...

Build a data lakehouse workflow using AnalyticDB ...

test Session Name You can customize the session name.new_session Image Select an image specification.Spark3.5_Scala2.12_Python3.9:1.0.9 Spark3.3_Scala2.12_Python3.9:1.0.9 Spark3.5_Scala2.12_Python3.9:1.0.9 Specifications ...

Pipeline development

only the default specification 4C16G is supported.runtime_name string Yes The runtime environment.Currently,the Spark runtime environment only supports Spark3.5_Scala2.12_Python3.9_General:1.0.9 and Spark3.3_Scala2.12_...

Use ACK Serverless to create Spark tasks

38)finished in 11.031 s 20/04/30 07:27:51 INFO DAGScheduler:Job 0 finished:reduce at SparkPi.scala:38,took 11.137920 s Pi is roughly 3.1414371514143715 Optional:To use a preemptible instance,add annotations for preemptible...

Quickly build open lakehouse analytics using ...

This topic describes how to use AnalyticDB for MySQL Spark and OSS to build an open lakehouse.It demonstrates the complete process,from resource deployment and data preparation to data import,interactive analysis,and task ...

ListJobRuns

3.0.0(Spark 3.4.3,Scala 2.12,Native Runtime)jobDriver JobDriver The information about the Spark driver.This parameter is not returned by the ListJobRuns operation.configurationOverrides object The advanced Spark ...

Stream ingestion

false)))val sparkConf=new SparkConf()/StreamToDelta is the class name of Scala.val spark=SparkSession.builder().config(sparkConf).appName("StreamToDelta").getOrCreate()val lines=spark.readStream.format("kafka").option(...

2024-11-25版本

本文为您介绍2024年11月25日发布的EMR Serverless Spark的功能变更。概述 2024年11月25日,我们正式对外发布Serverless Spark新版本,包括平台升级、生态对接、性能优化以及引擎能力。...esr-2.4.0(Spark 3.3.1,Scala 2.12)

Establish network connectivity between EMR ...

sql_${scala.binary.version}/artifactId version${spark.version}/version/dependency dependency groupId org.apache.spark/groupId artifactId spark-hive_${scala.binary.version}/artifactId version${spark.version}/version/...

Use Apache Flink to access LindormDFS

see Activate the LindormDFS service.Install Java Development Kits(JDKs)on compute nodes.The JDK version must be 1.8 or later.Install Scala on compute nodes.Download Scala from its official website.The Scala version must be...

使用ECI弹性资源运行Spark作业

本文介绍如何在ACK集群中使用弹性容器实例ECI运行Spark作业。...apiVersion:sparkoperator.k8s.io/v1beta2 kind:SparkApplication metadata:name:spark-pi-ecs-only namespace:default spec:type:Scala mode:cluster image:registry-...

GetKyuubiService

Scala 2.12)computeInstance string The specifications of the Kyuubi service.2c8g publicEndpointEnabled boolean Indicates whether public network access is enabled.true replica integer The number of high-availability(HA)...

Use Spark to write data to an Iceberg table and ...

see Use Iceberg.Write Spark code.Sample code in Scala:def main(args:Array[String]):Unit={/Configure the parameters for the catalog.val sparkConf=new SparkConf()sparkConf.set("spark.sql.extensions","org.apache.iceberg.spark...

Use DolphinScheduler to submit Spark jobs

esr-2.1-native(Spark 3.3.1,Scala 2.12,Native Runtime).Parameters required to submit SQL jobs Parameter Description Datasource types Select ALIYUN_SERVERLESS_SPARK.Datasource instances Select the created data source....

Lindorm Spark node

and Python).Configure the Lindorm Spark node in Java or Scala In the following example,the sample program SparkPi is used to describe how to configure and use a Lindorm Spark node.Upload a JAR package You must upload a ...

安装Spark单机版

Spark将Scala用作其应用程序框架,启用了内存分布数据集,除了能够提供交互式查询外,还可以迭代优化工作负载。模板示例 Spark单机版(已有VPC)在已有专有网络、交换机和安全组等资源的基础上,创建一台ECS实例并绑定弹性公网IP(EIP)。...

Build a debugging environment for Spark on an on-...

HOME/jars/hive-common-x.x.x.jar$SPARK_HOME/jars/hive-exec-x.x.x-core.jar In IntelliJ IDEA,choose File Project Structure Modules and import the JAR packages that you downloaded.Create a test case named SparkDLF.scala.import...

UDAFs

party JAR package,make sure that the JAR package is compatible with Scala 2.11.Create a UDAF Note Flink provides sample code of Python user-defined extensions(UDXs)for you to develop UDXs.The sample code includes the ...

UDSFs

make sure that the JAR package is compatible with JDK 8 or JDK 11.Only open source Scala 2.11 is supported.If your Python deployment depends on a third-party JAR package,make sure that the JAR package is compatible with ...

云效安全能力概述

Scala Scala编码风格检测 基于ScalaStyle工具进行Scala编码风格检测,以帮助开发者优化编码过程中的Scala编码风格问题。Kotlin Kotlin基础规则包 基于Detekt检测工具,旨在协助开发者识别与修复Kotlin开发过程中的编码问题,从而提升代码...

UDTFs

make sure that the JAR package is compatible with JDK 8 or JDK 11.Only open source Scala 2.11 is supported.If your Python deployment depends on a third-party JAR package,make sure that the JAR package is compatible with ...

安装Kafka单机版

背景信息 Apache Kafka是一个开源流处理平台,使用Scala和Java语言编写。Kafka作为一种高吞吐量的分布式发布-订阅消息系统,可以处理消费者模式网站中的所有动作流数据。模板示例 Kafka 单机版(已有VPC)在已有专有网络、交换机和安全组等...

SSL connection sample code for MongoDB drivers

Scala For more information about how to use Scala to establish an SSL connection to an ApsaraDB for MongoDB database,see MongoDB Scala Driver.Sample code The MongoDB Scala driver uses the underlying SSL provided by Netty ...

Use Spark Operator to run Spark jobs

whose tasks have all completed,from pool 24/05/30 10:05:30 INFO DAGScheduler:ResultStage 0(reduce at SparkPi.scala:38)finished in 7.942 s 24/05/30 10:05:30 INFO DAGScheduler:Job 0 is finished.Cancelling potential ...

ADB Spark node

scale Apache Spark data processing tasks.It supports real-time data analysis,complex queries,and machine learning applications.It simplifies development in languages such as Java,Scala,or Python and can automatically scale...

Read/Write Hologres data with Spark

see Parameters.Scala import org.apache.spark.sql.types._import org.apache.spark.sql.SaveMode/The schema of the CSV source.val schema=StructType(Array(StructField("c_custkey",LongType),StructField("c_name",StringType),...

PyFlink jobs

while VVR 6.x and later support only Scala 2.12.If your Python job relies on third-party JARs,ensure the JAR dependencies match the appropriate Scala version.Develop a job Development reference Use the following resources ...

Submit jobs using spark-submit

submit spark-submit is a general-purpose job submission tool provided by Spark.It is suitable for Java,Scala,and PySpark jobs.Java/Scala jobs This example uses spark-examples_2.12-3.3.1.jar,which is a simple example ...

安装Spark集群版

Spark将Scala用作其应用程序框架,启用了内存分布数据集,除了能够提供交互式查询外,还可以迭代优化工作负载。模板示例 Spark集群版-已有专有网络VPC 在已有专有网络、交换机和安全组等资源的基础上,创建多台ECS实例。其中一台ECS实例...

Start a Spark task

code_type="PYTHON",name="emr-spark-task",release_version="esr-2.1-native(Spark 3.3.1,Scala 2.12,Native Runtime)",tags=tags,job_driver=job_driver)runtime=util_models.RuntimeOptions()headers={} try:response=client.start_job_...

SQL搜索处理

724)\tat org.apache.flink.table.planner.calcite.FlinkPlannerImpl.org$apache$flink$table$planner$calcite$FlinkPlannerImpl$validate(FlinkPlannerImpl.scala:144)\t.7 more Caused by:org.apache.calcite.sql.validate....
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