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libasdf

CI Status Documentation Status

A C library for reading (and eventually writing) ASDF files.

Introduction

libasdf is largely a wrapper around libfyaml but with an understanding of the structure of ASDF files, with the capability to read and extract binary block data, as well as typed getters for metadata in the ASDF tree.

It also features an extension mechanism (still nascent) for reading ASDF schemas, including the core schemas such as core/ndarray-<x.y.z> into C-native datastructures.

Getting Started

To open an ASDF file with libasdf the simplest way is to use the asdf_open function. This returns an asdf_file_t * which is your main interface to the ASDF file. When done with the file make sure to call asdf_close to free resources:

#include <stdio.h>
#include <asdf.h>

int main(int argc, char **argv) {
    if (argc < 2) {
        fprintf(stderr, "Usage: %s filename\n", argv[0]);
        return 1;
    }
    const char *filename = argv[1];
    asdf_file_t *file = asdf_open(filename, "r");

    if (file == NULL) {
        fprintf(stderr, "error opening the ASDF file\n");
        return 1;
    }

    asdf_close(file);
    return 0;
 }

The next example demonstrates how to write some simple metadata and an ndarray to a new file:

#include <asdf.h>

int main(int argc, char **argv) {
    const char *filename = "out.asdf";

    if (argc > 1)
        filename = argv[1];

    // open a "NULL" file for writing
    asdf_file_t *file = asdf_open(NULL);

    // assign a string to the "name" key of the ASDF tree
    asdf_set_string0(file, "name", "Dennis Richie");

    // assign a numeric value to the "foo" key
    asdf_set_int64(file, "foo", 42);

    // construct 2 arrays containing numeric values
    uint64_t N = 100;

    asdf_ndarray_t sequence = {
        .ndim = 1,
        .shape = (uint64_t[]){N},
        .datatype = {.type = ASDF_DATATYPE_UINT64}
    };
    uint8_t *sequence_data = asdf_ndarray_data_alloc(&sequence);

    asdf_ndarray_t squares = {
        .ndim = 1,
        .shape = (uint64_t[]){N},
        .datatype = {.type = ASDF_DATATYPE_UINT64}
    };
    uint64_t *squares_data = asdf_ndarray_data_alloc(&squares);

    for (uint64_t idx = 0; idx < N; idx++) {
        sequence_data[idx] = idx;
        squares_data[idx] = idx * idx;
    };

    // assign the "sequence" array to the "sequence" key
    asdf_set_ndarray(file, "sequence", &sequence);

    // nest the "squares" array under a parent "powers" key
    asdf_set_ndarray(file, "powers/squares", &squares);

    // write the ASDF file to disk
    asdf_write_to(file, filename);

    // clean up allocations
    asdf_ndarray_data_dealloc(&sequence);
    asdf_ndarray_data_dealloc(&squares);
    asdf_close(file);
    return 0;
}

With libasdf installed on your system (see :ref:`development`) you can compile and run this test like:

$ gcc asdf-write.c -o asdf-write -lasdf
$ ./asdf-write

It should produce an output file at out.asdf which you can inspect by hand. The YAML portion of the ASDF file should contain:

#ASDF 1.0.0
#ASDF_STANDARD 1.6.0
%YAML 1.1
%TAG ! tag:stsci.edu:asdf/
--- !core/asdf-1.1.0
asdf_library: !core/software-1.0.0
  name: libasdf
  version: 0.1.0a2
  author: The libasdf Developers
  homepage: https://github.com/asdf-format/libasdf
name: Dennis Richie
foo: 42
sequence: !core/ndarray-1.1.0
  source: 0
  datatype: uint64
  shape: [
    100
    ]
  byteorder: little
powers:
  squares: !core/ndarray-1.1.0
    source: 1
    datatype: uint64
    shape: [
      100
      ]
    byteorder: little
...

The next example shows how to read back in the same file:

#include <stdio.h>
#include <stdlib.h>
#include <asdf.h>

int main(int argc, char **argv) {
    const char *filename = "out.asdf";

    if (argc > 1)
        filename = argv[1];

    // open the ASDF file for reading
    asdf_file_t *file = asdf_open(filename, "r");
    if (!file) {
        fprintf(stderr, "Failed to open the file: %s\n", asdf_error(file));
        return 1;
    }

    // read and print the string stored under "name"
    const char *name = NULL;
    if (asdf_get_string0(file, "name", &name) == ASDF_VALUE_OK) {
        printf("name: %s\n", name);
    }

    // read and print the numeric value stored under "foo"
    int64_t foo = 0;
    if (asdf_get_int64(file, "foo", &foo) == ASDF_VALUE_OK) {
        printf("foo: %li\n", foo);
    }

    // read the "squares" array nested under the "powers" key
    asdf_ndarray_t *squares = NULL;
    uint64_t *squares_data = NULL;
    if (asdf_get_ndarray(file, "powers/squares", &squares) == ASDF_VALUE_OK) {
        if (asdf_ndarray_read_all(squares, ASDF_DATATYPE_UINT64, (void **)&squares_data) == ASDF_NDARRAY_OK) {
            // print the sum of the squares array
            uint64_t nelem = asdf_ndarray_size(squares);
            uint64_t sum = 0;
            for (uint64_t idx = 0; idx < nelem; idx++) {
                sum += squares_data[idx];
            }
            printf("sum of squares values: %li\n", sum);
        }
    }

    // clean up allocations
    free(squares_data);
    asdf_ndarray_destroy(squares);
    asdf_close(file);
    return 0;
}

Likewise compile and run the example with the output from the previous program:

$ gcc asdf-read.c -o asdf-read -lasdf
$ ./asdf-read

This should output:

name: Dennis Richie
foo: 42
sum of squares values: 328350

Additional examples can be found in the libasdf documentation.

Development

Building from git

libasdf's build system is built with CMake. To build this project from source, you'll need the following software installed on your system:

Requirements

To build this project from source, you'll need the following software installed on your system:

  • CMake (for generating the build system)
  • C compiler (e.g., gcc or clang)
  • Make (e.g., GNU make)
  • pkg-config
  • libfyaml
  • zlib, bzip2, and lz4 (for compression support)
  • libbsd (required for MD5 checksum support)
  • libstatgrab (optional, for system resource heuristics)
  • argp (this is a feature of glibc, but if compiling with a different libc you need a standalone version of this; also it is only needed if building the command-line tool)

On Debian/Ubuntu:

sudo apt install build-essential pkg-config libfyaml-dev \
  zlib1g-dev libbz2-dev liblz4-dev libstatgrab-dev libbsd-dev

On Fedora:

sudo dnf install gcc make pkgconf libfyaml-devel \
  zlib-devel bzip2-devel lz4-devel libstatgrab-devel libbsd-devel

On macOS (with Homebrew):

brew install pkg-config libfyaml argp-standalone \
  zlib bzip2 lz4 libstatgrab libbsd

Building

Clone the repository and build the project as follows:

git clone https://github.com/asdf-format/libasdf.git
cd libasdf
mkdir build
cd build
cmake .. \
    -D ENABLE_TESTING=[YES/NO] \
    -D ENABLE_TESTING_SHELL=[YES/NO] \
    -D ENABLE_ASAN=[YES/NO] \
    -D FYAML_NO_PKGCONFIG=[YES/NO] \
        # If YES \
        -D FYAML_LIBDIR=[path/lib] \
        -D FYAML_INCLUDEDIR=[path/include] \
    -D ARGP_NO_PKGCONFIG=[YES/NO] \
        # If YES \
        -D ARGP_LIBDIR=[path/lib] \
        -D ARGP_INCLUDEDIR=[path/include]
make
sudo make install   # Optional, installs the binary system-wide

If doing a system install, as usual it's recommended to install to /usr/local by providing -DCMAKE_INSTALL_PREFIX=/usr/local when running cmake. Or, if you have a ${HOME}/.local you can set the prefix there, etc.

Notes

  • Run make clean to clean build artifacts.
  • Run make project_source to generate a source archive with CPack
  • Run ctest --output-on-failure to execute unit tests

Official Extensions

  • libasdf-gwcs — GWCS (Generalized World Coordinate System) extension for reading ASDF files containing WCS transforms and coordinate frames.

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C implementation of ASDF

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