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Bazel JVM Porting Guide
This document explains how to port an existing JVM project (Java or Scala) to Bazel.
If you are not intending to port a project to Bazel but rather use Bazel on an already ported project, then please refer to the Bazel User Guide.
This guide assumes familiarity with Bazel's core concepts and a functioning Bazel setup. If you are not yet familiar with Bazel, need a refresher, or need to setup Bazel, please refer to the Bazel User Guide.
This guide is based on the experience of porting an SBT project to Bazel. If you are not porting an SBT project but a Maven project instead, then you should also have a look at the Maven porting guide in the official Bazel documentation. However, in order to arrive at a homogenous build system and project structure you shuold follow the suggestions in this guide where possible.
The structure of this guide is as follows: First, we describe how to define external dependencies to your project in Bazel. This includes additional Bazel rules that you may need to import from external workspaces, Maven JAR dependencies, or other artifacts that need to be fetched from Artifactory. Then, we describe how to build a JVM project with Bazel. This covers the project structure, in particular when coming from SBT, and the details of defining Java and Scala targets in Bazel. In the very end we talk about the Java runtime and toolchain that Bazel uses and provide links to Bazel API documentation.
External Dependencies
External dependencies are targets that your project depends on, but that are
not built, or otherwise generated, within the local workspace. Such external
dependencies are defined in the WORKSPACE
file or in Bazel macros that are
called from the WORKSPACE
file.
Bazel Dependencies
Bazel can be extended with custom rules, for example to support languages for
which Bazel provides no builtin rules. Extensions that are defined outside the
current workspace can be included from an external workspace. Bazel provides
the workspace rules http_archive
, get_repository
, or local_repository
in
order to define an external workspace. Refer to the official
documentation for details. An example is presented in
the Scala section below.
Java
Bazel has builtin support for Java. No external workspaces need to be imported to support Java projects at the time of writing.
Scala
Bazel does not have builtin Scala support. In this repository we use
rules_scala
, which defines Bazel rules to build Scala projects.
First, we need to import the external workspace:
http_archive(
name = 'io_bazel_rules_scala',
url = 'https://github.com/bazelbuild/rules_scala/...',
...
)
This will make rules_scala
available under the label
@io_bazel_rules_scala//
. Next, we define the exact version of the Scala
compiler and core libraries to use:
load('@io_bazel_rules_scala//scala:scala.bzl', 'scala_repositories')
scala_repositories(("2.12.6", {
"scala_compiler": "3023b07cc02f2b0217b2c04f8e636b396130b3a8544a8dfad498a19c3e57a863",
"scala_library": "f81d7144f0ce1b8123335b72ba39003c4be2870767aca15dd0888ba3dab65e98",
"scala_reflect": "ffa70d522fc9f9deec14358aa674e6dd75c9dfa39d4668ef15bb52f002ce99fa"
}))
load('@io_bazel_rules_scala//scala:toolchains.bzl', 'scala_register_toolchains')
scala_register_toolchains()
If you need to update the Scala version, make sure to also update the corresponding SHA-256 hashes in hexadecimal encoding. The hashes can be looked up in the Artifactory repository browser in the very bottom of the "General" pane.
See the rules_scala
setup guide for further details.
Maven JAR Dependencies
Next, we consider the most common case of Maven JARs which are distributed on Artifactory. We distinguish direct and transitive dependencies. Direct dependencies are explicitly defined on targets in the local workspace. Transitive dependencies are introduced implicitly as dependencies of direct dependencies. It is preferable to only have to define direct dependencies and let a dependency resolver determine all transitive dependencies.
The tool bazel-deps
can read a list of direct Java and Scala
JAR dependencies and then use Coursier to perform dependency
resolution and generate the whole transitive closure of dependencies. The
dev-env
provides a modified version of bazel-deps
that supports Artifactory
authentication as required at Digital Asset.
Please do not execute bazel-deps
directly. Instead, use the
update-bazel-deps
tool provided in the dev-env. Make sure to check-in the
resulting files into revision control.
Direct dependencies are manually defined in the file dependencies.yaml
at the
repository root. The generated Bazel definitions are written to the 3rdparty
directory in the repository root. The file 3rdparty/workspace.bzl
lists the
individual JAR dependencies and the directory tree under 3rdparty/jvm
defines
Bazel targets for them. Only Bazel targets for direct dependencies are publicly
visible. The Bazel targets include exports
attributes to capture indirect
dependencies.
The file 3rdparty/workspace.bzl
defines Bazel macros that must be called in
the WORKSPACE
file in order to import the external JAR dependencies.
load("//3rdparty:workspace.bzl", "maven_servers", "maven_dependencies")
maven_servers()
maven_dependencies()
First, we call maven_servers
which will define the list of repositories from
which to fetch JARs. These are listed in the definition of list_servers
in
3rdparty/workspace.bzl
. For example:
{"name": "central", "url": "https://digitalasset.jfrog.io/digitalasset/libs-release"},
The name of each server must match the id of the corresponding entry in the
Maven settings.xml
file for authentication to work. Second, we call
maven_dependencies
which defines the individual JAR dependencies using the
Bazel builtin maven_jar
rule.
The file dependencies.yaml
consists of three sections options
,
dependencies
, replacements
. Their structure is as follows:
-
options
: This section configures the dependency resolution process and the generated Bazel definitions.-
buildHeader
: A list of lines of Bazel code to insert at the top of each generatedBUILD
file underneath3rdparty/jvm
. -
languages
: A list of languages used. Currently supportsjava
andscala
. Thescala
entry can specify the language version e.g. as"scala:2.12.6"
. -
resolverType
: A string specifying the resolver, eithercoursier
oraether
. Onlycoursier
supports authentication at the time of writing. -
resolvers
: A list of repositories to query for dependency resolution. Each entry has the following fields.-
id
: A string that must match the corresponding entry in Maven'ssettings.xml
. -
url
: A string describing the repository URL. -
credentials
: An optional string describing the environment variable prefix under which the authentication credentials for this repository are defined. Given a value ofPREF
credentials will be looked up inPREF_USER
andPREF_PASSWORD
.Use
DA_JFROG
for a repository underhttps://digitalasset.jfrog.io/digitalasset
. Thebazel-deps
wrapper in the dev-env will provide Artifactory credentials in the corresponding environment variables.
-
-
-
dependencies
: This section configures the direct JAR dependencies. Entries take the following shape:<group id>: <artifact id>: lang: <language> version: <version>
For example:
com.typesafe.scala-logging: scala-logging: lang: scala version: "3.5.0"
A group can hold multiple artifacts.
In case of Scala dependencies, this will perform the corresponding name mangling to include the Scala version into the Maven coordinate. If you wish to avoid this you can use the language value
scala/unmangled
. For example:org.mongodb: casbah-commons_2.12.0-RC1: lang: scala/unmangled version: "3.1.1"
Maven coordinates map to Bazel targets in the following form:
//3rdparty/jvm/<group path>:<artifact name>
Where
<group path>
is<group id>
with.
replaced by/
and special characters (like-
) replaced by_
, and<artifact name>
is<artifact id>
with special characters (like-
or.
) replaced by_
.For example
com.typesafe.scala-logging:scala-logging -> //3rdparty/jvm/com/typesafe/scala_logging:scala_logging org.mongodb:casbah-commons_2.12.0-RC1 -> //3rdparty/jvm/org/mongodb:casbah_commons_2_12_0_RC1
The above Bazel targets are wrappers that capture indirect dependencies and should be used for regular library dependencies.
The naked JAR targets are available under labels of the following form:
//external:jar/<group path>/<artifact name>
These are used in cases were individual JAR files need to be provided. For example for Scala compiler plugins.
-
replacements
: This section allows to override regular dependency resolution for certain Maven artifacts and instead point to specific Bazel targets. Entries take the following shape:<group id>: <artifact id>: lang: <language> target: <Bazel target>
For example:
org.scala-lang: scala-compiler: lang: scala/unmangled target: "@io_bazel_rules_scala_scala_compiler//:io_bazel_rules_scala_scala_compiler"
The standard use-case are the Scala core libraries (
scala-compiler
,scala-library
,scala-reflect
) which have to match the compiler toolchain. Another use-case are Maven packages thatbazel-deps
does not support, e.g. POM packages. Examples of both can be found independencies.yaml
. Custom replacement targets are defined inreplacements/BUILD.bazel
.
For a more detailed explanation of the dependencies.yaml
file format please
refer to the project README.
The Bazel code that bazel-deps
generates uses Bazel's builtin maven_jar
workspace rule. It supports specifying JAR and source SHA1 hashes
to ensure reproducibility. By default bazel-deps
will populate the
attributes. The builtin maven_jar
rule also supports specifying the Maven
server that provides the artifact. bazel-deps
will specify the corresponding
resolvers
entry in dependencies.yaml
under which it found the artifact.
The server
attribute must match the id
in the Maven settings.xml
for
authentication to work. A corresponding maven_server
rule must have been
defined before.
bazel-deps
generates calls to Bazel's builtin maven_server
workspace
rule for every resolver specified in the dependencies.yaml
file. By default authentication credentials will be looked up in Maven's
configuration file ~/.m2/settings.xml
. This default can be overriden by
setting the settings_file
attribute. This is used on Jenkins CI to inject
Artifactory credentials.
Conflicting Dependencies
Following the goal of HEAD based development all projects should strive to
share common dependencies in one place, such as dependencies.yaml
for JAR
dependencies. If different projects have conflicting dependencies, then these
conflicts should be fixed so that both projects can share the same common
dependencies.
A valid exception to this rule are external tools that are defined in Bazel and used for build or development. These may have conflicting dependencies with the projects in this repository and changing their code to rectify these conflicts may be out of scope or infeasible.
In such a case a separate dedicated dependencies.yaml
file and 3rdparty
directory tree can be created. See bazel_tools/scalafmt/dependencies.yaml
for
an example. Make sure to adjust dev-env/bin/update-bazel-deps
accordingly,
execute it to perform dependency resolution, and check-in the resoluting files.
Building a Project with Bazel
Recall, that a Bazel workspace consists of packages and targets. A package is a
directory that contains a BUILD.bazel
file. A BUILD.bazel
file can define
rule targets. Additionally, regular files underneath a package are targets as
well.
Project Structure
When structuring a Bazel project you should strive for small targets and small packages. Bazel's incremental builds will work best when targets are as small as possible. Additionally, you should make target visibility as tight as possible in favour of a clean dependency graph.
If you are porting a JVM component in the da
repository it is likely that you
will be coming from an SBT project structure similar to the following.
da
├── WORKSPACE
└── my_component
├── build.sbt
├── module1
│ ├── build.sbt
│ └── src
│ ├── main
│ │ └── scala
│ │ └── com/digitalasset/module
│ │ ├── Main.scala
│ │ ⋮
│ └── test
│ └── scala
│ └── com/digitalasset/module
│ ├── SomeSpec.scala
│ ⋮
├── module2
│ ├── build.sbt
⋮ ⋮
└── project
⋮
In this case da/my_component/build.sbt
defines properties of the whole
component and the interdependencies between the modules (subprojects in SBT).
The files da/my_component/moduleX/build.sbt
define properties of a particular
module, and its external dependencies. Finally, the folder
da/my_component/project
contains additional files defining further properties
of the component, SBT plugins, etc.
SBT associates tasks with a project, such as compile
or test
. It is then
possible to specify dependencies only for certain tasks. E.g. test-only
dependencies. Furthermore, if module2
depends on module1
, then module2
's
tests can depend on test classes defined in module1
.
In Bazel things are structured differently. A library, a test-only library, or a test-suite are all separate Bazel targets. Dependencies are defined at each individual target. Repetition can be reduced by transitive dependencies or by giving a name to a list of targets and assigning that list as a dependency
Bazel is not extended by a plugin mechanism like SBT plugins. Instead Bazel is extended by user defined rules or macros. It is not often the case that one has to define custom rules or macros. In most cases existing ones can be reused.
Fine Grained Bazel Project Structure
As mentioned before one should strive for as small Bazel targets as possible. Translated to Bazel the above project might take the following form:
da
├── WORKSPACE
└── my_component
├── BUILD.bazel
├── module1
│ ├── BUILD.bazel
│ └── src
│ ├── main
│ │ └── scala
│ │ └── com/digitalasset/module
│ │ ├── BUILD.bazel
│ │ ├── Main.scala
│ │ ⋮
│ └── test
│ └── scala
│ └── com/digitalasset/module
│ ├── BUILD.bazel
│ ├── SomeSpec.scala
│ ⋮
└── module2
├── BUILD.bazel
⋮
Here da/my_component/moduleX/src/.../BUILD.bazel
would define small library,
test, and executable targets. da/my_component/moduleX/BUILD.bazel
would
bundle these small targets into larger ones to make module interdependencies
easier to manage. Finally, da/my_component/BUILD.bazel
would bundle the
module targets to ease management of component interdependencies or component
release.
Coarse Grained Intermediate Bazel Project Structure
However, coming from SBT such a fine grained structure may not immediately be possible without change in the corresponding Java or Scala code. For example due to cyclic dependencies between larger sets of source files. In this case the following structure can be used as an intermediate step:
da
├── WORKSPACE
└── my_component
├── BUILD.bazel
├── module1
│ ├── BUILD.bazel
│ └── src
│ ├── main
│ │ └── scala
│ │ └── com/digitalasset/module
│ │ ├── Main.scala
│ │ ⋮
│ └── test
│ └── scala
│ └── com/digitalasset/module
│ ├── SomeSpec.scala
│ ⋮
└── module2
├── BUILD.bazel
⋮
Here, da/my_component/moduleX/BUILD.bazel
defines targets for what was
previously an SBT subproject. Note, that a single SBT project will already
separate into multiple Bazel targets at this step. Notably, regular library
targets and test-only library targets will be separate. Test-cases should be
made as small targets as possible at this stage already. Bazel test-suite
macros (see below) should be used to reduce boilerplate.
Java Targets
This section will outline how to define common Java targets. Please refer to the Bazel API documentation for further details.
Libraries
Java libraries can be defined using the builtin java_library
rule. It will
generate a JAR file containing the compiled Java classes and a source JAR
containing the input Java sources. For example:
java_library(
name = "example",
# JAR dependencies for compiletime and runtime classpath
deps = [
"//some/package:some_target",
":some_local_target",
...
],
# JAR dependencies for runtime class path only
runtime_deps = [ ... ],
# JAR dependencies that should be forwarded to anything that depends on this target.
exports = [ ... ],
# Java source files
srcs = glob(["src/main/java/.../my_component/**/*.java"]),
# Resource files
resources = glob(["src/.../resources/**"]),
# Keep target visibility tight.
visibility = ["//current_component:__pkg__"],
)
Tests
Java tests can be defined using the builtin java_test
rule. It will generate
an executable wrapper around the given test code that executes the test
runner's main method. Test targets can be executed using the bazel test
command.
Bazel can cache test results, which can greatly reduce test-suite execution time. For maximum benefit test targets should be made as small as possible, ideally a single Java source file.
Use the java_test_suite
macro to automatically define one test target for
every given source file and bundle them in one test-suite target. If test-cases
depend on utility classes defined in other Java sources, then you should define
a Java library target for these utility classes and let the test targets depend
on this library.
For example:
load('//bazel_tools/java_testing:java_test_suite.bzl', 'java_test_suite')
test_utils = glob(["src/test/java/.../utils/**/*.java"])
java_library(
name = "test-utils",
srcs = test_utils,
...
)
java_test_suite(
name = "tests",
srcs = glob(
["src/test/java/**/*.java"],
exclude = test_utils,
),
# Expected runtime and resource requirements.
size = "small",
...
)
The size
attribute is used to determine the default timeout and resource
requirements. Refer to the official documentation for
details about test size and other common test attributes.
Executables
Java executables can be defined using the builtin java_binary
rule. It will
generate a JAR and executable wrapper script that defines the classpath and
executes the Java runtime. Executable targets can be executed using the bazel run
command.
For example:
java_binary(
name = "example",
# The srcs attribute is optional.
srcs = [ ... ],
# The deps attribute is only allowed if srcs are specified.
deps = [ ... ],
# Name of the class that contains the entrypoint `main()`.
# The main class can originate from srcs, deps, or runtime_deps.
# A missing main class causes runtime failure.
main_class = ...,
# A list of flags to pass to the Java runtime.
jvm_flags = [ ... ],
# A list of files that should be present in the runtime path at runtime.
data = [ ... ],
...
)
Scala Targets
This section will outline how to define common Scala targets. Please refer to the Bazel API documentation for further details.
This repository uses rules_scala
to build Scala code in Bazel, which provides
rules such as scala_library
, or scala_test_suite
. Additionally, wrapper
macros are provided in bazel_tools/scala.bzl
, such as da_scala_library
, or
da_scala_test_suite
. These apply common compiler flags, plugins, and linter
configuration. Please prefer the wrapper macros over the underlying
rules_scala
rules.
If the project you are porting uses a different set of default flags, plugins, etc., then see if these could be merged with the common defaults. The goal is to converge on one shared set of common compiler flags.
Libraries
Scala libraries can be defined using the da_scala_library
rule. It will
generate a JAR file containing the compiled Scala classes and a source JAR
containing the input Scala sources. For example:
load("//bazel_tools:scala.bzl", "da_scala_library")
da_scala_library(
name = "example",
# JAR dependencies for compiletime and runtime classpath
deps = [
"//some/package:some_target",
":some_local_target",
...
],
# JAR dependencies for runtime class path only
runtime_deps = [ ... ],
# JAR dependencies that should be forwarded to anything that depends on this target.
exports = [ ... ],
# Scala source files
srcs = glob(["src/main/java/.../my_component/**/*.scala"]),
# Resource files
resources = glob(["src/.../resources/**"]),
# Keep target visibility tight.
visibility = ["//current_component:__pkg__"],
# Unused dependencies cause an error at build time.
unused_dependency_checker_mode = "error",
# If the library uses Scala macros you need to add the following attributes.
scalacopts = ['-Xplugin-require:macroparadise'],
plugins = [
# Plugins have to be specified as JAR targets.
'//external:jar/org/scalameta/paradise_2_12_6',
],
)
Strive to make library targets as small as possible. In a situation where
multiple Scala sources have no interdependencies you can use the
da_scala_library_suite
macro to automatically generate one library target per
Scala source file, and bundle them in one target. This rule takes the same
attributes as da_scala_library
with the exception of
unused_dependency_checker_mode
which will always be disabled.
If a Scala library defines macros then you must use the
da_scala_macro_library
rule instead of the above. Otherwise, you will encounter
compiler errors of the following form (formatted for readability):
error: macro annotation could not be expanded (the most common reason
for that is that you need to enable the macro paradise plugin; another
possibility is that you try to use macro annotation in the same
compilation run that defines it)
Tests
Scala tests can be defined using the da_scala_test
rule. It will generate an
executable wrapper around the given test code that executes the test runner's
main method. Test targets can be executed using the bazel test
command.
Bazel can cache test results, which can greatly reduce test-suite execution time. For maximum benefit test targets should be made as small as possible, ideally a single Scala source file.
Use the da_scala_test_suite
macro to automatically define one test target for
every given source file and bundle them in one test-suite target. If test-cases
depend on utility classes defined in other Scala sources, then you should
define a Scala library target for these utility classes and let the test
targets depend on this library.
For example:
load("//bazel_tools:scala.bzl", "da_scala_library", "da_scala_test_suite")
test_utils = glob(["src/test/scala/.../utils/**/*.scala"])
da_scala_library(
name = "test-utils",
srcs = test_utils,
...
)
da_scala_test_suite(
name = "tests",
srcs = glob(
["src/test/scala/**/*.scala"],
exclude = test_utils,
),
# Expected runtime and resource requirements.
size = "small",
...
)
The size
attribute is used to determine the default timeout and resource
requirements. Refer to the official documentation for
details about test size and other common test attributes.
Executables
Scala executables can be defined using the da_scala_binary
rule. It will
generate a JAR and executable wrapper script that defines the classpath and
executes the Java runtime. Executable targets can be executed using the bazel run
command.
For example:
load("//bazel_tools:scala.bzl", "da_scala_binary")
da_scala_binary(
name = "example",
# The srcs attribute is optional.
srcs = [ ... ],
# The deps attribute is only allowed if srcs are specified.
deps = [ ... ],
# Name of the class that contains the entrypoint `main()`.
# The main class can originate from srcs, deps, or runtime_deps.
# A missing main class causes runtime failure.
main_class = ...,
# A list of flags to pass to the Java runtime.
jvm_flags = [ ... ],
# A list of files that should be present in the runtime path at runtime.
data = [ ... ],
...
)
SBT Plugins
If you are porting an SBT project to Bazel then you may encounter SBT plugins that the project's build depends on, or that are important for developer workflow, or project release. SBT's plugin mechanism is very flexible, and it is not possible to describe a general procedure on how to port dependence on any SBT plugin to Bazel.
In the following we list examples of SBT plugins that have been encountered and ported to Bazel so far. If the SBT plugin you require has already been ported to Bazel then you should be able to use the ported version in your project as well. Otherwise, you should check if the plugin is similar to one of the previously encountered plugins and port it in an analogous way.
Built-In Bazel Features
It is worth checking whether the functionality provided by an SBT plugin is
already built into Bazel or a particular Bazel rule set. For instance, Bazel
has built-in support for generating dependency graphs, and rules_scala
has
built-in support for generating deplyment JARs. Refer to the user
guide for details.
Compiler Plugins
Various SBT plugins make use of compiler plugins, or of components that can be
used as compiler plugins. rules_scala
allows to define compiler plugins on
Scala targets. Therefore, such SBT plugins can be ported to Bazel by activating
the corresponding compiler plugin.
One example is the wartremover plugin, which provides linting for Scala code. In the Bazel build the wartremover compiler plugin is activated on all Scala targets by default. It is configured in the Scala rule wrappers used in the daml repository.
Command-Line Tools
If an SBT plugin relies on a tool that can be called as a standalone command-line application, then it can be ported to Bazel by defining a custom rule that calls that command-line application.
For example, the scalafmt
Scala formatting checker can be invoked
as a command-line tool. A custom Bazel rule
scala_format_test
is defined in the daml repository, that
generates a test-case that will run scalafmt
on the specified Scala source
files.
DAML
The SBT build of the ledger-client
component defines a custom SBT plugin for
handling DAML code. It covers compilation to LF, packaging to DAR, Scala code
generation, and executing the DAML sandbox. This plugin was ported to Bazel as
a set of custom Bazel rules defined in rules_daml
. Refer to the
user guide or the API docs for
details.
Java Runtime and Toolchain
Bazel is itself written in Java. By default Bazel will use its own Java runtime and toolchain to build and execute JVM targets. At the time of writing the Bazel executable provided in the dev-env uses the same Oracle JDK version 8 as the rest of the dev-env.
Bazel supports specifying a different Java runtime and toolchain for JVM
targets via the rules java_runtime
and java_toolchain
. Refer to the
official documentation for further information. Note, at
the time of writing the documentation does not display these rules, see issue
6619. They can be viewed on the web
archive instead.
Bazel API Documentation
- The Bazel API documentation to Bazel rules defined in this repository can be
viewed by executing the following command:
And browsing to http://localhost:8000. See$ bazel-api-docs
bazel-api-docs -h
for further instructions. - External Bazel rules API documentation is listed in the official Bazel documentation.