blog
2023/06/23
Managing Beam dependencies in JavaBruno Volpato
Managing your Java dependencies can be challenging, and if not done correctly, it may cause a variety of problems, as incompatibilities may arise when using specific and previously untested combinations.
To make that process easier, Beam now provides Bill of Materials (BOM) artifacts that will help dependency management tools to select compatible combinations.
We hope this will make it easier for you to use Apache Beam, and have a simpler transition when upgrading to newer versions.
When bringing incompatible classes and libraries, the code is susceptible to
errors such
as NoClassDefFoundError
, NoSuchMethodError
, NoSuchFieldError
, FATAL ERROR in native method
.
When importing Apache Beam, the recommended way is to use Bill of Materials (BOMs). The way BOMs work is by providing hints to the dependency management resolution tool, so when a project imports unspecified or ambiguous dependencies, it will know what version to use.
There are currently two BOMs provided by Beam:
beam-sdks-java-bom
, which manages what dependencies of Beam will be used, so you can specify the version only once.beam-sdks-java-io-google-cloud-platform-bom
, a more comprehensive list, which manages Beam, along with GCP client and third-party dependencies.
Since errors are more likely to arise when using third-party dependencies, that’s the one that is recommended to use to minimize any conflicts.
In order to use BOM, the artifact has to be imported to your Maven or Gradle
dependency configurations. For example, to
use beam-sdks-java-io-google-cloud-platform-bom
,
the following changes have to be done (and make sure that BEAM_VERSION is
replaced by a valid version):
Maven
<dependencyManagement>
<dependencies>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-google-cloud-platform-bom</artifactId>
<version>BEAM_VERSION</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencyManagement>
Gradle
dependencies {
implementation(platform("org.apache.beam:beam-sdks-java-google-cloud-platform-bom:BEAM_VERSION"))
}
After importing the BOM, specific version pinning of dependencies, for example,
anything for org.apache.beam
, io.grpc
, com.google.cloud
(
including libraries-bom
) may be removed.
Do not entirely remove the dependencies, as they are not automatically imported by the BOM. It is important to keep the dependency without specifying a version. For example, in Maven:
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-core</artifactId>
</dependency>
Or Gradle:
implementation("org.apache.beam:beam-sdks-java-core")
For a full list of dependency versions that are managed by a specific BOM, the
Maven tool help:effective-pom
can be used. For example:
mvn help:effective-pom -f ~/.m2/repository/org/apache/beam/beam-sdks-java-google-cloud-platform-bom/BEAM_VERSION/beam-sdks-java-google-cloud-platform-bom-BEAM_VERSION.pom
The third-party website mvnrepository.com can also be used to display such version information.
We hope you find this useful. Feedback and contributions are always welcome! So feel free to create a GitHub issue, or open a Pull Request if you encounter any problem when using those artifacts.