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Rewrite OpenEXR python bindings using pybind11 and numpy (AcademySoft…
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…wareFoundation#1756)

* Rewrite python bindings with pybind11 and numpy

This introduces an entirely new python API for reading and writing
OpenEXR files that supports all file features (or will soon):
scanline, tiled, deep, multi-part, etc. It uses numpy arrays for pixel
data, and it supports both separate arrays for each channel and
interleaving of RGB data into a single composite channel.  It leaves
the existing binding API in place for backwards-compatibility; there's
no overlap between the two APIs.

See src/wrappers/python/README.md for examples of the new API.

The API is simple: the ``File`` object holds a py::list of ``Part``
objects, each of which has a py::dict for the header and a py::dict
for the channels, and each channels hold a numpy array for the pixel
data. There's intentionally no support for selective scanline/time
reading; reading a file reads the entire channel data for all parts.
There *is*, however, an option to read just the headers and skip the
pixel data entirely.

A few things don't work yet:

- Reading and writing of deep data isn't finished.
- ID manfest attributes aren't supported yet.
- For mipmaped images, it current only reads the top level.

This also does not (yet) properly integrate the real Imath types. It
leaves in place for now the internal "Imath.py" module, but defines
its own internal set of set of Imath classes. This needs to be resolve
once the Imath bindings are distributed via pypi.org

The test suite downloads images from openexr-images and runs them
through a battery of reading/writing tests. Currently, the download is
enabled via the ``OPENEXR_TEST_IMAGE_REPO`` environment variable that
is off by default but is on in the python wheel CI workflow.

This also adds operator== methods to ``KeyCode`` and ``PreviewImage``,
required in order to implement operator== for the ``Part`` and
``File`` objects.

Signed-off-by: Cary Phillips <[email protected]>

* Fix subsampling

Signed-off-by: Cary Phillips <[email protected]>

* - Make README.md examples more pythonic
- Add __enter__/__exit__ so "with File(name) as f" works
- Allow channel dict to reference pixel array directly
- Fix subsampling

Signed-off-by: Cary Phillips <[email protected]>

* Use numpy/tuples in place of Imath types

Also:
- Use single-element array for DoubleAttribute
- Use fractions.Fraction for Rational
- Use 8-element tuple for chromaticities
- Add __enter__/__exit__ so "with" works with File object
- remove operator== entirely, it's way too hard to implement something that's
  actually useful for testing purposes. The tests do their own validations.

Signed-off-by: Cary Phillips <[email protected]>

pixel comparison

Signed-off-by: Cary Phillips <[email protected]>

* Deep reading/writing works for both scanline and tiles

Also works properly for separate channels and when coalescing into
RGB/RGBA arrays.

Signed-off-by: Cary Phillips <[email protected]>

* doc strings

Signed-off-by: Cary Phillips <[email protected]>

* Rename rgba param to separate_channels, off by default.

Signed-off-by: Cary Phillips <[email protected]>

* remove numpy as build requirement

Signed-off-by: Cary Phillips <[email protected]>

* Rename rgbaChannel() to channelNameToRGBA; rename is_* to objectTo*

Signed-off-by: Cary Phillips <[email protected]>

* Add "deprecated" to InputFile/OutputFile/Imath doc strings

Signed-off-by: Cary Phillips <[email protected]>

* Explicitly set python versions for wheel workflows, and exclude 3.13

Signed-off-by: Cary Phillips <[email protected]>

* resolve conflicts

Signed-off-by: Cary Phillips <[email protected]>

* resolve conflict

Signed-off-by: Cary Phillips <[email protected]>

---------

Signed-off-by: Cary Phillips <[email protected]>
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cary-ilm authored Aug 13, 2024
1 parent be14297 commit 84d7d52
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Showing 23 changed files with 5,327 additions and 410 deletions.
4 changes: 3 additions & 1 deletion .github/workflows/python-wheels-publish-test.yml
Original file line number Diff line number Diff line change
Expand Up @@ -54,10 +54,12 @@ jobs:
env:
CIBW_ARCHS_LINUX: x86_64
CIBW_ARCHS_MACOS: x86_64 arm64 universal2
# Build Python 3.7 through 3.11.
# Skip python 3.6 since scikit-build-core requires 3.7+
# Skip 32-bit wheels builds on Windows
# Also skip the PyPy builds, since they fail the unit tests
CIBW_SKIP: cp36-* *-win32 *_i686 pp*
CIBW_BUILD: "cp37-* cp38-* cp39-* cp310-* cp311-*"
CIBW_SKIP: "*-win32 *_i686"
CIBW_TEST_SKIP: "*-macosx_universal2:arm64"
CIBW_ENVIRONMENT: OPENEXR_RELEASE_CANDIDATE_TAG="${{ github.ref_name }}"

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5 changes: 3 additions & 2 deletions .github/workflows/python-wheels-publish.yml
Original file line number Diff line number Diff line change
Expand Up @@ -46,13 +46,14 @@ jobs:
with:
output-dir: wheelhouse
env:
CIBW_BUILD: cp312-*
CIBW_ARCHS_LINUX: x86_64
CIBW_ARCHS_MACOS: x86_64 arm64 universal2
# Build Python 3.7 through 3.11.
# Skip python 3.6 since scikit-build-core requires 3.7+
# Skip 32-bit wheels builds on Windows
# Also skip the PyPy builds, since they fail the unit tests
CIBW_SKIP: cp36-* *-win32 *_i686 pp*
CIBW_BUILD: "cp37-* cp38-* cp39-* cp310-* cp311-*"
CIBW_SKIP: "*-win32 *_i686"
CIBW_TEST_SKIP: "*arm64"

- name: Upload artifact
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10 changes: 7 additions & 3 deletions .github/workflows/python-wheels.yml
Original file line number Diff line number Diff line change
Expand Up @@ -17,13 +17,15 @@ on:
branches-ignore:
- RB-*
paths:
- 'src/lib/**'
- 'src/wrappers/python/**'
- 'pyproject.toml'
- '.github/workflows/python-wheels.yml'
pull_request:
branches-ignore:
- RB-*
paths:
- 'src/lib/**'
- 'src/wrappers/python/**'
- 'pyproject.toml'
- '.github/workflows/python-wheels.yml'
Expand All @@ -33,7 +35,7 @@ permissions:

jobs:
build_wheels:
name: Python Wheels - ${{ matrix.os }}
name: Python Wheels - ${{ matrix.os }}
runs-on: ${{ matrix.os }}
strategy:
matrix:
Expand All @@ -58,11 +60,14 @@ jobs:
uses: pypa/cibuildwheel@bd033a44476646b606efccdd5eed92d5ea1d77ad # v2.20.0
env:
CIBW_ARCHS_MACOS: x86_64 arm64 universal2
# Build Python 3.7 through 3.11.
# Skip python 3.6 since scikit-build-core requires 3.7+
# Skip 32-bit wheels builds on Windows
# Also skip the PyPy builds, since they fail the unit tests
CIBW_SKIP: cp36-* *-win32 *_i686 pp*
CIBW_BUILD: "cp37-* cp38-* cp39-* cp310-* cp311-*"
CIBW_SKIP: "*-win32 *_i686"
CIBW_TEST_SKIP: "*-macosx*arm64"
OPENEXR_TEST_IMAGE_REPO: "https://raw.githubusercontent.com/AcademySoftwareFoundation/openexr-images/main"

- name: Upload artifact
uses: actions/upload-artifact@834a144ee995460fba8ed112a2fc961b36a5ec5a # v4.3.6
Expand All @@ -71,4 +76,3 @@ jobs:
path: |
./wheelhouse/*.whl
./wheelhouse/*.tar.gz
3 changes: 2 additions & 1 deletion pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@
# Copyright (c) Contributors to the OpenEXR Project.

[build-system]
requires = ["scikit-build-core==0.8.1"]
requires = ["scikit-build-core==0.8.1", "pybind11"]
build-backend = "scikit_build_core.build"

[project]
Expand Down Expand Up @@ -67,6 +67,7 @@ CMAKE_POSITION_INDEPENDENT_CODE = 'ON'

[tool.cibuildwheel]
test-command = "pytest -s {project}/src/wrappers/python/tests"
test-requires = ["numpy"]
test-extras = ["test"]
test-skip = ["*universal2:arm64"]
build-verbosity = 1
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37 changes: 37 additions & 0 deletions share/ci/scripts/install_pybind11.sh
Original file line number Diff line number Diff line change
@@ -0,0 +1,37 @@
#!/usr/bin/env bash
# SPDX-License-Identifier: BSD-3-Clause
# Copyright Contributors to the OpenColorIO Project.

set -ex

PYBIND11_VERSION="$1"

if [[ $OSTYPE == "msys" ]]; then
SUDO=""
else
SUDO="sudo"
fi

git clone https://github.com/pybind/pybind11.git
cd pybind11

if [ "$PYBIND11_VERSION" == "latest" ]; then
LATEST_TAG=$(git describe --abbrev=0 --tags)
git checkout tags/${LATEST_TAG} -b ${LATEST_TAG}
else
git checkout tags/v${PYBIND11_VERSION} -b v${PYBIND11_VERSION}
fi

mkdir build
cd build
cmake -DCMAKE_BUILD_TYPE=Release \
-DPYBIND11_INSTALL=ON \
-DPYBIND11_TEST=OFF \
../.
$SUDO cmake --build . \
--target install \
--config Release \
--parallel 2

cd ../..
rm -rf pybind11
12 changes: 12 additions & 0 deletions src/lib/OpenEXR/ImfKeyCode.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,18 @@ KeyCode::operator= (const KeyCode& other)
return *this;
}

bool
KeyCode::operator== (const KeyCode& other) const
{
return (_filmMfcCode == other._filmMfcCode &&
_filmType == other._filmType &&
_prefix == other._prefix &&
_count == other._count &&
_perfOffset == other._perfOffset &&
_perfsPerFrame == other._perfsPerFrame &&
_perfsPerCount == other._perfsPerCount);
}

int
KeyCode::filmMfcCode () const
{
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2 changes: 2 additions & 0 deletions src/lib/OpenEXR/ImfKeyCode.h
Original file line number Diff line number Diff line change
Expand Up @@ -93,6 +93,8 @@ class IMF_EXPORT_TYPE KeyCode
IMF_EXPORT
KeyCode& operator= (const KeyCode& other);

bool operator== (const KeyCode& other) const;

//----------------------------
// Access to individual fields
//----------------------------
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5 changes: 5 additions & 0 deletions src/lib/OpenEXR/ImfPreviewImage.h
Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,11 @@ struct IMF_EXPORT_TYPE PreviewRgba
unsigned char a = 255)
: r (r), g (g), b (b), a (a)
{}

bool operator==(const PreviewRgba& other) const
{
return r == other.r && g == other.g && b == other.b && a == other.a;
}
};

class IMF_EXPORT_TYPE PreviewImage
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5 changes: 3 additions & 2 deletions src/wrappers/python/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -10,10 +10,11 @@ if(NOT "${CMAKE_PROJECT_NAME}" STREQUAL "OpenEXR")
endif()

find_package(Python COMPONENTS Interpreter Development.Module REQUIRED)
find_package(pybind11 CONFIG REQUIRED)

python_add_library (PyOpenEXR MODULE OpenEXR.cpp)
python_add_library (PyOpenEXR MODULE PyOpenEXR.cpp PyOpenEXR_old.cpp)

target_link_libraries (PyOpenEXR PRIVATE "${Python_LIBRARIES}" OpenEXR::OpenEXR)
target_link_libraries (PyOpenEXR PRIVATE "${Python_LIBRARIES}" OpenEXR::OpenEXR pybind11::headers)

# The python module should be called "OpenEXR.so", not "PyOpenEXR.so",
# but "OpenEXR" is taken as a library name by the main lib, so specify
Expand Down
115 changes: 15 additions & 100 deletions src/wrappers/python/Imath.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,12 +2,12 @@
# Copyright (c) Contributors to the OpenEXR Project.

"""
:mod:`Imath` --- Support types for OpenEXR library
==================================================
:mod:`Imath` --- Deprecated component of OpenEXR
================================================
"""

class chromaticity(object):
"""Store chromaticity coordinates in *x* and *y*."""
"""This class is deprecated and will be removed in a future release"""
def __init__(self, x, y):
self.x = x
self.y = y
Expand All @@ -17,7 +17,7 @@ def __eq__(self, other):
return (self.x, self.y) == (other.x, other.y)

class point(object):
"""Point is a 2D point, with members *x* and *y*."""
"""This class is deprecated and will be removed in a future release"""
def __init__(self, x, y):
self.x = x;
self.y = y;
Expand All @@ -27,15 +27,15 @@ def __eq__(self, other):
return (self.x, self.y) == (other.x, other.y)

class V2i(point):
"""V2i is a 2D point, with members *x* and *y*."""
"""This class is deprecated and will be removed in a future release"""
pass

class V2f(point):
"""V2f is a 2D point, with members *x* and *y*."""
"""This class is deprecated and will be removed in a future release"""
pass

class Box:
"""Box is a 2D box, specified by its two corners *min* and *max*, both of which are :class:`point` """
"""This class is deprecated and will be removed in a future release"""
def __init__(self, min = None, max = None):
self.min = min
self.max = max
Expand All @@ -45,18 +45,15 @@ def __eq__(self, other):
return (self.min, self.max) == (other.min, other.max)

class Box2i(Box):
"""Box2i is a 2D box, specified by its two corners *min* and *max*."""
"""This class is deprecated and will be removed in a future release"""
pass

class Box2f(Box):
"""Box2f is a 2D box, specified by its two corners *min* and *max*."""
"""This class is deprecated and will be removed in a future release"""
pass

class Chromaticities:
"""
Chromaticities holds the set of chromaticity coordinates for *red*, *green*, *blue*, and *white*.
Each primary is a :class:`chromaticity`.
"""
"""This class is deprecated and will be removed in a future release"""
def __init__(self, red = None, green = None, blue = None, white = None):
self.red = red
self.green = green
Expand All @@ -79,47 +76,14 @@ def __eq__(self, other):
return self.v == other.v

class LineOrder(Enumerated):
"""
.. index:: INCREASING_Y, DECREASING_Y, RANDOM_Y
LineOrder can have three possible values:
``INCREASING_Y``,
``DECREASING_Y``,
``RANDOM_Y``.
.. doctest::
>>> import Imath
>>> print Imath.LineOrder(Imath.LineOrder.DECREASING_Y)
DECREASING_Y
"""
"""This class is deprecated and will be removed in a future release"""
INCREASING_Y = 0
DECREASING_Y = 1
RANDOM_Y = 2
names = ["INCREASING_Y", "DECREASING_Y", "RANDOM_Y"]

class Compression(Enumerated):
"""
.. index:: NO_COMPRESSION, RLE_COMPRESSION, ZIPS_COMPRESSION, ZIP_COMPRESSION, PIZ_COMPRESSION, PXR24_COMPRESSION, B44_COMPRESSION, B44A_COMPRESSION, DWAA_COMPRESSION, DWAB_COMPRESSION,
Compression can have possible values:
``NO_COMPRESSION``,
``RLE_COMPRESSION``,
``ZIPS_COMPRESSION``,
``ZIP_COMPRESSION``,
``PIZ_COMPRESSION``,
``PXR24_COMPRESSION``,
``B44_COMPRESSION``,
``B44A_COMPRESSION``,
``DWAA_COMPRESSION``,
``DWAB_COMPRESSION``.
.. doctest::
>>> import Imath
>>> print Imath.Compression(Imath.Compression.RLE_COMPRESSION)
RLE_COMPRESSION
"""
"""This class is deprecated and will be removed in a future release"""
NO_COMPRESSION = 0
RLE_COMPRESSION = 1
ZIPS_COMPRESSION = 2
Expand All @@ -136,40 +100,14 @@ class Compression(Enumerated):
]

class PixelType(Enumerated):
"""
.. index:: UINT, HALF, FLOAT
PixelType can have possible values ``UINT``, ``HALF``, ``FLOAT``.
.. doctest::
>>> import Imath
>>> print Imath.PixelType(Imath.PixelType.HALF)
HALF
"""
"""This class is deprecated and will be removed in a future release"""
UINT = 0
HALF = 1
FLOAT = 2
names = ["UINT", "HALF", "FLOAT"]

class Channel:
"""
Channel defines the type and spatial layout of a channel.
*type* is a :class:`PixelType`.
*xSampling* is the number of X-axis pixels between samples.
*ySampling* is the number of Y-axis pixels between samples.
.. doctest::
>>> import Imath
>>> print Imath.Channel(Imath.PixelType(Imath.PixelType.FLOAT), 4, 4)
FLOAT (4, 4)
>>> print Imath.Channel(Imath.PixelType.FLOAT, 4, 4)
Traceback (most recent call last):
...
TypeError: type needs to be a PixelType.
"""

"""This class is deprecated and will be removed in a future release"""
def __init__(self, type = PixelType(PixelType.HALF), xSampling = 1, ySampling = 1):
self.type = type
self.xSampling = xSampling
Expand Down Expand Up @@ -235,30 +173,7 @@ def __eq__(self, other):
return self.__dict__ == other.__dict__

class PreviewImage:
"""
.. index:: RGBA, thumbnail, preview, JPEG, PIL, Python Imaging Library
PreviewImage is a small preview image, intended as a thumbnail version of the full image.
The image has size (*width*, *height*) and 8-bit pixel values are
given by string *pixels* in RGBA order from top-left to bottom-right.
For example, to create a preview image from a JPEG file using the popular
`Python Imaging Library <http://www.pythonware.com/library/pil/handbook/index.htm>`_:
.. doctest::
>>> import Image
>>> import Imath
>>> im = Image.open("lena.jpg").resize((100, 100)).convert("RGBA")
>>> print Imath.PreviewImage(im.size[0], im.size[1], im.tostring())
<Imath.PreviewImage instance 100x100>
"""
def __init__(self, width, height, pixels):
self.width = width
self.height = height
self.pixels = pixels
def __repr__(self):
return "<Imath.PreviewImage instance %dx%d>" % (self.width, self.height)
"""This class is deprecated and will be removed in a future release"""

class LevelMode(Enumerated):
ONE_LEVEL = 0
Expand Down
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