commit | 5a099ebae130079e71c9b26797b41fe6e9252898 | [log] [tgz] |
---|---|---|
author | lakshmi-manasa-g <mgaduputi@linkedin.com> | Mon Dec 07 13:47:57 2020 -0800 |
committer | GitHub <noreply@github.com> | Mon Dec 07 13:47:57 2020 -0800 |
tree | dbefb650ce4d32d554a0218f4333b0c92a2858c6 | |
parent | 220cbe29911718b5b49509d3f42e8851237f6249 [diff] |
SAMZA-2606: container orchestration for AM HA (#1448) Feature: Main feature is YARN AM high availability. The feature ensures that the new AM can establish connection with already running containers to avoid restarting all running containers when AM dies. This PR enables the new AM to accept the list fo already running container provided by the resource manager and launch only those containers that are part of the job model but not in the running container list. Changes: [1] ClientHelper - job submit to RM indicates to keep containers alive across attempts SamzaYarnAppMasterLifecycle: new AM uses the yarnid-samza id mapping and accepts the list of running containers given by RM and builds its internal state (SamzaApplicationState and YarnAppState) correctly [2] ContainerProcessManager - removes running containers from the needed processor list prior to placing resource requests
Apache Samza is a distributed stream processing framework. It uses Apache Kafka for messaging, and Apache Hadoop YARN to provide fault tolerance, processor isolation, security, and resource management.
Samza's key features include:
Check out Hello Samza to try Samza. Read the Background page to learn more about Samza.
To build Samza from a git checkout, run:
./gradlew clean build
To build Samza from a source release, it is first necessary to download the gradle wrapper script above. This bootstrapping process requires Gradle to be installed on the source machine. Gradle is available through most package managers or directly from its website. To bootstrap the wrapper, run:
gradle -b bootstrap.gradle
After the bootstrap script has completed, the regular gradlew instructions below are available.
Samza builds with Scala 2.11 or 2.12 and YARN 2.6.1, by default. Use the -PscalaSuffix switches to change Scala versions. Samza supports building Scala with 2.11 and 2.12.
./gradlew -PscalaSuffix=2.11 clean build
To run all tests:
./gradlew clean test
To run a single test:
./gradlew clean :samza-test:test -Dtest.single=TestStatefulTask
To run key-value performance tests:
./gradlew samza-shell:kvPerformanceTest -PconfigPath=file://$PWD/samza-test/src/main/config/perf/kv-perf.properties
To run yarn integration tests:
./bin/integration-tests.sh <dir> yarn-integration-tests
To run standalone integration tests:
./bin/integration-tests.sh <dir> standalone-integration-tests
./gradlew checkstyleMain checkstyleTest
To run a job (defined in a properties file):
./gradlew samza-shell:runJob -PconfigPath=/path/to/job/config.properties
To inspect a job's latest checkpoint:
./gradlew samza-shell:checkpointTool -PconfigPath=/path/to/job/config.properties
To modify a job's checkpoint (assumes that the job is not currently running), give it a file with the new offset for each partition, in the format systems.<system>.streams.<topic>.partitions.<partition>=<offset>
:
./gradlew samza-shell:checkpointTool -PconfigPath=/path/to/job/config.properties \ -PnewOffsets=file:///path/to/new/offsets.properties
To get Eclipse projects, run:
./gradlew eclipse
For IntelliJ, run:
./gradlew idea
To start contributing on Samza please read Rules and Contributor Corner. Notice that Samza git repository does not support git pull request.
Apache Samza is a top level project of the Apache Software Foundation.