Please file issues on the GitHub issue tracker: https://github.com/apache/arrow-adbc/issues
Some dependencies are required to build and test the various ADBC packages.
For C/C++, you will most likely want a Conda installation, with Miniforge being the most convenient distribution. If you have Miniforge installed, you can set up a development environment as follows:
$ mamba create -n adbc --file ci/conda_env_cpp.txt $ mamba activate adbc
Also you can add dependencies to an existing environment as follows:
$ mamba activate adbc $ mamba install --file ci/conda_env_cpp.txt
(For other Conda distributions, you will likely need create ... -c conda-forge --file ...).
There are additional environment definitions for development on Python and GLib/Ruby packages.
Conda is not required; you may also use a package manager like Nix or Homebrew, the system package manager, etc. so long as you configure CMake or other build tool appropriately. However, we primarily develop and support Conda users.
Many of the test suites need to run against external services. For example, the PostgreSQL driver needs to test against a running database! This can be done by setting environment variables to tell tests where the services they need can be located.
To standardize the configuration of these services, we use a Docker Compose file and a dotenv file. Services can be started with Docker Compose:
$ docker compose up --detach --wait postgres-test
Then, source the .env file at the root of the repo to set the environment variables before running tests:
$ source .env
All libraries here contained within one CMake project. To build any library, pass the -DADBC_COMPONENT=ON flag to your cmake invocation, replacing _COMPONENT with the name of the library/libraries.
Note: unlike the Arrow C++ build system, the CMake projects will not automatically download and build dependencies—you should configure CMake appropriately to find dependencies in system or package manager locations, if you are not using something like Conda.
You can use CMake presets to build and test:
$ mkdir build $ pushd build $ cmake ../c --preset debug $ cmake --build . # ctest reads presets from PWD $ pushd ../c $ ctest --preset debug --test-dir ../build
You can also manually configure CMake. For example, the driver manager and postgres driver may be built together as follows:
$ mkdir build $ pushd build $ export CMAKE_EXPORT_COMPILE_COMMANDS=ON $ cmake ../c -DADBC_DRIVER_POSTGRESQL=ON -DADBC_DRIVER_MANAGER=ON $ make -j
export CMAKE_EXPORT_COMPILE_COMMANDS=ON is not required, but is useful if you are using Visual Studio Code, Emacs, or another editor that integrates with a C/C++ language server.
For information on what each library can do and their dependencies, see their individual READMEs.
To specify where dependencies are to the build, use standard CMake options such as CMAKE_PREFIX_PATH.
Some build options are supported:
ADBC_BUILD_SHARED, ADBC_BUILD_STATIC: toggle building the shared/static libraries.ADBC_BUILD_TESTS: build the unit tests (requires googletest/gmock).ADBC_INSTALL_NAME_RPATH: set install_name to @rpath on MacOS. Usually it is more convenient to explicitly set this to OFF for development.All libraries use the same build options to enable tests. For example, to build and run tests for the SQLite3 driver:
$ mkdir build $ pushd build # You may need to set -DCMAKE_PREFIX_PATH such that googletest can be found $ cmake ../c -DADBC_BUILD_TESTS=ON -DADBC_DRIVER_SQLITE=ON $ make -j $ ctest
Tests use Googletest. Some libraries may have additional test-time dependencies. For instance, the PostgreSQL and Flight SQL drivers require servers to test against. See their individual READMEs for details.
While CMake is the officially supported build generator, there is limited, experimental support for the Meson build system. Meson offers arguably better dependency management than CMake, with a syntax that Python developers may find more readable.
To use Meson, start at the c directory and run:
$ meson setup build
For a full list of options, meson configure will bring up a pager with sections that you can navigate. The “Project Options” section in particular will show you what ADBC has to offer, and each option can be provided using the form -D_option_:_value_. For example, to build the a debug version of the SQLite3 driver along with tests, you would run:
$ meson configure -Dbuildtype=debug -Dsqlite=enabled -Dtests=enabled build
With the options set, you can then compile the project. For most dependencies, Meson will try to find them on your system and fall back to downloading a copy from its WrapDB for you:
$ meson compile -C build
To run the test suite, simply run:
$ meson test -C build
Make sure .NET Core is installed.
$ pushd csharp
$ dotnet build
The documentation uses the Sphinx documentation generator.
A list of dependencies for Conda (conda-forge) is included, and can be used as follows:
$ mamba create -n adbc --file ci/conda_env_docs.txt $ mamba activate adbc # Mermaid must be installed separately # While "global", it will end up in your Conda environment $ npm install -g @mermaid-js/mermaid-cli
To build the HTML documentation:
$ pushd docs
$ make html
The output can be found in build/. This does not generate API references and results in some warnings, but it is not a problem if you're not working with the API documentation.
Some documentations are maintained as Mermaid diagrams, which must be rendered and checked in. This can be done as follows:
$ pushd docs $ make -f mermaid.makefile -j all # Check in the updated files
You can remove the warnings of make html and generate the Python API reference as follows:
$ mamba create -n adbc \ --file ci/conda_env_docs.txt \ --file ci/conda_env_cpp.txt \ --file ci/conda_env_python.txt \ --file ci/conda_env_java.txt $ mamba activate adbc $ env ADBC_USE_ASAN=0 ADBC_USE_UBSAN=0 ./ci/scripts/python_build.sh $(pwd) $(pwd)/build $ pushd docs $ make html
For a more complete build, you can use the following script:
$ ./ci/scripts/docs_build.sh "$(pwd)"
This generates all available API references, and also runs doctests.
To generate the R API reference, you need to run the following additionally:
$ mamba install --file ci/conda_env_r.txt $ ./ci/scripts/r_build.sh $(pwd)
The GLib bindings use the Meson build system.
A build of the driver manager is required. For example, if the libraries are installed to $HOME/local:
$ meson setup \ --pkg-config-path=$HOME/local/lib/pkgconfig \ --prefix=$HOME/local \ build/glib \ glib $ meson install -C build/glib
A list of dependencies for Conda (conda-forge) is included, and can be used as follows:
$ mamba create -n adbc --file ci/conda_env_glib.txt $ mamba activate adbc
Go libraries are a standard Go project.
$ pushd go/adbc $ go build -v ./... $ go test -v ./...
The Java components are a standard Maven project.
$ pushd java/ # Build and run tests $ mvn clean install
CI also builds the project with Checker Framework and [ErrorProne][error-prone] enabled. These projects require additional configuration. First, create a file java/.mvn/jvm.config containing this:
--add-exports jdk.compiler/com.sun.tools.javac.api=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.file=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.main=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.model=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.parser=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.processing=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.tree=ALL-UNNAMED --add-exports jdk.compiler/com.sun.tools.javac.util=ALL-UNNAMED --add-opens jdk.compiler/com.sun.tools.javac.code=ALL-UNNAMED --add-opens jdk.compiler/com.sun.tools.javac.comp=ALL-UNNAMED
This is required so that the above static analysis tools can continue to access necessary Java compiler internals to do their job.
Then, build with the errorprone Maven profile enabled:
mvn install -Perrorprone
To build the JNI bridge, the native components must be built.
# Build the driver manager export ADBC_BUILD_STATIC=ON export ADBC_BUILD_TESTS=OFF export ADBC_USE_ASAN=OFF export ADBC_USE_UBSAN=OFF export BUILD_ALL=OFF export BUILD_DRIVER_MANAGER=ON export BUILD_DRIVER_SQLITE=ON ./ci/scripts/cpp_build.sh $(pwd) $(pwd)/build $(pwd)/local # Ensure JAVA_HOME is set. # If it's not set, you can find it like so: # java -XshowSettings:properties -version 2>&1 >/dev/null | grep java.home # Build the JNI libraries ./ci/scripts/java_jni_build.sh $(pwd) $(pwd)/java/build $(pwd)/local
Now build the Java code with the jni Maven profile enabled. To run tests, the SQLite driver must also be present in (DY)LD_LIBRARY_PATH.
export LD_LIBRARY_PATH=$(pwd)/local/lib pushd java mvn install -Pjni popd
This will build a JAR with native libraries for a single platform. If the native libraries are built for multiple platforms, they can all be copied to appropriate paths in the resources directory to build a single JAR that works across multiple platforms.
You can also build and test in IntelliJ; simply edit the run/test configuration to add LD_LIBRARY_PATH to the environment.
Python libraries are managed with setuptools. See individual READMEs for additional dependencies. In general, that means all projects can be built as follows:
$ mamba install --file ci/conda_env_python.txt $ pushd python/adbc_driver_manager $ pip install -e .
Tests use pytest. Some libraries may have additional test-time dependencies. See their individual READMEs for details.
# Install dependencies $ pip install -e .[test] # Run tests $ pytest -vvx
Type checking is done with pyright. There is a script to run the type checker:
# Build native libraries first $ env ADBC_USE_ASAN=0 ADBC_USE_UBSAN=0 ./ci/scripts/cpp_build.sh $(pwd) $(pwd)/build # Install Python packages $ ./ci/scripts/python_build.sh $(pwd) $(pwd)/build # Run type checker $ ./ci/scripts/python_typecheck.sh $(pwd)
The Ruby libraries are bindings around the GLib libraries.
The Rust components are a standard Rust project.
$ pushd rust # Build and run tests $ cargo test
Before opening a pull request:
Closes #NNNN where NNNN is the issue number, so that the issue gets linked to your PR properly. (“Fixes” and other keywords that GitHub recognizes are also OK, of course.)Before opening a pull request, please run the static checks, which are enforced via pre-commit. This will run linters, formatters, and other analysis. For example:
# Install pre-commit $ pip install pre-commit # or alternatively $ mamba install --file ci/conda_env_dev.txt # Set up hooks $ pre-commit install # Run manually $ pre-commit run check xml.................................................................(no files to check)Skipped check yaml................................................................(no files to check)Skipped fix end of files..........................................................(no files to check)Skipped Mixed line endings (LF)...................................................(no files to check)Skipped Mixed line endings (CRLF).................................................(no files to check)Skipped trim trailing whitespace..................................................(no files to check)Skipped clang-format..............................................................(no files to check)Skipped cmake-format..............................................................(no files to check)Skipped cpplint...................................................................(no files to check)Skipped golangci-lint.............................................................(no files to check)Skipped Go Formatter..............................................................(no files to check)Skipped Google (or Palantir) Java Formatter.......................................(no files to check)Skipped black.....................................................................(no files to check)Skipped flake8....................................................................(no files to check)Skipped isort.....................................................................(no files to check)Skipped cython-lint...............................................................(no files to check)Skipped Vala-Lint.................................................................(no files to check)Skipped meson.....................................................................(no files to check)Skipped Check for unapproved licenses.............................................(no files to check)Skipped Ensure CGO adbc.h is syncd................................................(no files to check)Skipped Ensure GitHub Actions and pre-commit hooks are pinned to a specific SHA...(no files to check)Skipped rustfmt...................................................................(no files to check)Skipped codespell.................................................................(no files to check)Skipped # Hooks automatically run on commit $ git commit
When committing, please follow Conventional Commits. This helps maintain semantic versioning of components.
Please use the following commit types: build, chore, ci, docs, feat, fix, perf, refactor, revert, style, test.
Please use the following scopes:
c/driver/postgresql, java/driver-manager, …: for a component and all its bindings. For example, c/driver-manager covers the C/C++ driver manager and its GLib and Python bindings, while java/driver/flight-sql covers only the Flight SQL driver for Java. (The scope names are derived from the filesystem paths.)c/format, go/format, java/format: for the core API definitions (adbc.h for C/C++, adbc.go for Go, adbc-core for Java).For example:
feat(c/driver/postgresql): implement prepared statements ci(go/adbc/drivermgr): pass through DYLD_LIBRARY_PATH in tests fix(java/driver/jdbc): adjust SQL type mapping for JDBC driver
In order to collect the licenses for our Go-dependencies we leverage the tool github.com/google/go-licenses. We have a template containing the non-go licenses, and then you can install go-licenses with:
$ go install github.com/google/go-licenses@latest
You can generate the LICENSE.txt with the following command:
$ pushd go/adbc && go-licenses report ./... \ --ignore github.com/apache/arrow-adbc/go/adbc \ --ignore github.com/apache/arrow/go/v11 \ --ignore github.com/apache/arrow/go/v12 \ --ignore github.com/apache/arrow/go/v13 \ --ignore github.com/apache/arrow/go/v14 \ --ignore github.com/apache/arrow/go/v15 \ --ignore github.com/apache/arrow/go/v16 \ --template ../../license.tpl > ../../LICENSE.txt 2> /dev/null
You will have to manually fix up the license, since some packages do not fill out their metadata correctly and things like READMEs may end up in the license.