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apache / samza / f5faae09fa45844ba55326a7f10a475d9e1ee8e3
commitf5faae09fa45844ba55326a7f10a475d9e1ee8e3[log] [tgz]
authorSlim Bouguerra <b-slim@users.noreply.github.com>Wed Jul 22 08:52:05 2020 -0700
committerGitHub <noreply@github.com>Wed Jul 22 08:52:05 2020 -0700
treec9cfd58b916be01dd4ef1a6f9b9e9c453c79bd1a
parent0d8de7ab34de9c851d8bc32c57933d2550e26ecd [diff]
[SAMZA-2557] Adding support for nested rows access via dot path. (#1386)

* Working version still need to work on extracting nested fields udf

* working version end to end with Filter optimization

* left outer join test with filters

* adding more comments

* fix the type converter used by udfs

* refix the test

* Added GetNestedField built in operator to allow support backward comaptiblity

* fix java doc and minor change on the type cast

Not sure what this test is testing for it is a regular join between Stream and local table

* Adding more tests and some logging to help read the compiled code

* Adding some Type sanity to the Join functions

* fix minor WAR

* revert unwanted changes

* fix the tests

* Adding more tests for map type and fix the Avro conversion for type with one type only

* fix the style checks
24 files changed
tree: c9cfd58b916be01dd4ef1a6f9b9e9c453c79bd1a
  1. bin/
  2. checkstyle/
  3. docs/
  4. gradle/
  5. samza-api/
  6. samza-aws/
  7. samza-azure/
  8. samza-core/
  9. samza-elasticsearch/
  10. samza-hdfs/
  11. samza-kafka/
  12. samza-kv/
  13. samza-kv-couchbase/
  14. samza-kv-inmemory/
  15. samza-kv-rocksdb/
  16. samza-log4j/
  17. samza-log4j2/
  18. samza-rest/
  19. samza-shell/
  20. samza-sql/
  21. samza-sql-shell/
  22. samza-test/
  23. samza-tools/
  24. samza-yarn/
  25. .gitignore
  26. .reviewboardrc
  27. .travis.yml
  28. bootstrap.gradle
  29. build.gradle
  30. doap_Samza.rdf
  31. gradle.properties
  32. gradlew
  33. gradlew.bat
  34. HEADER
  35. KEYS
  36. LICENSE
  37. NOTICE
  38. README.md
  39. RELEASE.md
  40. settings.gradle
  41. sonar-project.properties
README.md

What is Samza? Build Status

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:

  • Simple API: Unlike most low-level messaging system APIs, Samza provides a very simple callback-based “process message” API comparable to MapReduce.
  • Managed state: Samza manages snapshotting and restoration of a stream processor's state. When the processor is restarted, Samza restores its state to a consistent snapshot. Samza is built to handle large amounts of state (many gigabytes per partition).
  • Fault tolerance: Whenever a machine in the cluster fails, Samza works with YARN to transparently migrate your tasks to another machine.
  • Durability: Samza uses Kafka to guarantee that messages are processed in the order they were written to a partition, and that no messages are ever lost.
  • Scalability: Samza is partitioned and distributed at every level. Kafka provides ordered, partitioned, replayable, fault-tolerant streams. YARN provides a distributed environment for Samza containers to run in.
  • Pluggable: Though Samza works out of the box with Kafka and YARN, Samza provides a pluggable API that lets you run Samza with other messaging systems and execution environments.
  • Processor isolation: Samza works with Apache YARN, which supports Hadoop's security model, and resource isolation through Linux CGroups.

Check out Hello Samza to try Samza. Read the Background page to learn more about Samza.

Building 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.

Scala and YARN

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

Testing Samza

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

Running checkstyle on the java code

./gradlew checkstyleMain checkstyleTest

Job Management

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

Developers

To get Eclipse projects, run:

./gradlew eclipse

For IntelliJ, run:

./gradlew idea

Contribution

To start contributing on Samza please read Rules and Contributor Corner. Notice that Samza git repository does not support git pull request.

Apache Software Foundation

Apache Samza is a top level project of the Apache Software Foundation.

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