Helpers for Arrow C Data & Arrow C Stream interfaces

Clone this repo:
  1. 45ceb4f ci(python): Set unique development version before building wheels (#442) by Dewey Dunnington · 6 hours ago main
  2. 3e9646d feat(python): Add user-facing ArrayStream class (#439) by Dewey Dunnington · 7 hours ago
  3. 93b1273 feat(python): Iterate over array buffers (#433) by Dewey Dunnington · 7 hours ago
  4. c677d4d feat(python): add back nanoarrow.array(..) constructor (#441) by Joris Van den Bossche · 12 hours ago
  5. 821b580 feat(python): function to inspect a single-chunk Array (#436) by Joris Van den Bossche · 2 days ago

nanoarrow

Codecov test coverage Documentation nanoarrow on GitHub

The nanoarrow library is a set of helper functions to interpret and generate Arrow C Data Interface and Arrow C Stream Interface structures. The library is in active early development and users should update regularly from the main branch of this repository.

Whereas the current suite of Arrow implementations provide the basis for a comprehensive data analysis toolkit, this library is intended to support clients that wish to produce or interpret Arrow C Data and/or Arrow C Stream structures where linking to a higher level Arrow binding is difficult or impossible.

Using the C library

The nanoarrow C library is intended to be copied and vendored. This can be done using CMake or by using the bundled nanoarrow.h/nanoarrow.c distribution available in the dist/ directory in this repository. Examples of both can be found in the examples/ directory in this repository.

A simple producer example:

#include "nanoarrow.h"

int make_simple_array(struct ArrowArray* array_out, struct ArrowSchema* schema_out) {
  struct ArrowError error;
  array_out->release = NULL;
  schema_out->release = NULL;

  NANOARROW_RETURN_NOT_OK(ArrowArrayInitFromType(array_out, NANOARROW_TYPE_INT32));

  NANOARROW_RETURN_NOT_OK(ArrowArrayStartAppending(array_out));
  NANOARROW_RETURN_NOT_OK(ArrowArrayAppendInt(array_out, 1));
  NANOARROW_RETURN_NOT_OK(ArrowArrayAppendInt(array_out, 2));
  NANOARROW_RETURN_NOT_OK(ArrowArrayAppendInt(array_out, 3));
  NANOARROW_RETURN_NOT_OK(ArrowArrayFinishBuildingDefault(array_out, &error));

  NANOARROW_RETURN_NOT_OK(ArrowSchemaInitFromType(schema_out, NANOARROW_TYPE_INT32));

  return NANOARROW_OK;
}

A simple consumer example:

#include <stdio.h>

#include "nanoarrow.h"

int print_simple_array(struct ArrowArray* array, struct ArrowSchema* schema) {
  struct ArrowError error;
  struct ArrowArrayView array_view;
  NANOARROW_RETURN_NOT_OK(ArrowArrayViewInitFromSchema(&array_view, schema, &error));

  if (array_view.storage_type != NANOARROW_TYPE_INT32) {
    printf("Array has storage that is not int32\n");
  }

  int result = ArrowArrayViewSetArray(&array_view, array, &error);
  if (result != NANOARROW_OK) {
    ArrowArrayViewReset(&array_view);
    return result;
  }

  for (int64_t i = 0; i < array->length; i++) {
    printf("%d\n", (int)ArrowArrayViewGetIntUnsafe(&array_view, i));
  }

  ArrowArrayViewReset(&array_view);
  return NANOARROW_OK;
}

Building with Meson

CMake is the officially supported build system for nanoarrow. However, the Meson backend is an experimental feature you may also wish to try.

To run the test suite with Meson, you will want to first install the testing dependencies via the wrap database (n.b. no wrap database entry exists for Arrow - that must be installed separately).

mkdir subprojects
meson wrap install gtest
meson wrap install google-benchmark
meson wrap install nlohmann_json

The Arrow C++ library must also be discoverable via pkg-config build tests.

You can then set up your build directory:

meson setup builddir
cd builddir

And configure your project (this could have also been done inline with setup)

meson configure -DNANOARROW_BUILD_TESTS=true -DNANOARROW_BUILD_BENCHMARKS=true

Note that if your Arrow pkg-config profile is installed in a non-standard location on your system, you may pass the --pkg-config-path <path to directory with arrow.pc> to either the setup or configure steps above.

With the above out of the way, the compile command should take care of the rest:

meson compile

Upon a successful build you can execute the test suite and benchmarks with the following commands:

meson test nanoarrow:  # default test run
meson test nanoarrow: --wrap valgrind  # run tests under valgrind
meson test nanoarrow: --benchmark --verbose # run benchmarks