Beispiel #1
0
def test_execute_script_and_return_json_with_script_that_takes_multiple_files_using_for_each():
    with TempFile('.xcf') as with_white, TempFile('.xcf') as without_white:
        GimpFile(with_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8) * 255)

        GimpFile(without_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Black', np.zeros(shape=(1, 1), dtype=np.uint8))

        collection = GimpFileCollection([with_white, without_white])

        script = textwrap.dedent(
            """
            from pgimp.gimp.file import for_each_file
            from pgimp.gimp.parameter import return_json, get_json

            matches = []

            def layer_matches(image, file):
                for layer in image.layers:
                    if layer.name == '{0:s}':
                        matches.append(file)

            for_each_file(layer_matches)
            return_json(matches)
            """
        )

        files = collection.execute_script_and_return_json(script.format(escape_single_quotes('White')),
                                                          timeout_in_seconds=3)
        assert len(files) == 1
        assert with_white == files[0]
Beispiel #2
0
def test_create_from_template():
    with TempFile('.xcf') as original, TempFile('.xcf') as created:
        original_file = GimpFile(original).create(
            'Background', np.zeros(shape=(3, 2), dtype=np.uint8))
        created_file = GimpFile(created).create_from_template(original_file)
        assert [] == created_file.layer_names()
        assert (2, 3) == created_file.dimensions()
Beispiel #3
0
def test_execute_script_and_return_json_with_script_that_takes_single_file():
    with TempFile('.xcf') as with_white, TempFile('.xcf') as without_white:
        GimpFile(with_white)\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))\
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)

        GimpFile(without_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Black', np.zeros(shape=(1, 1), dtype=np.uint8))

        collection = GimpFileCollection([with_white, without_white])

        script = textwrap.dedent(
            """
            from pgimp.gimp.file import open_xcf
            from pgimp.gimp.parameter import return_json
            image = open_xcf('__file__')
            for layer in image.layers:
                if layer.name == '{0:s}':
                    return_json(True)
            return_json(False)
            """
        )

        files = collection.execute_script_and_return_json(script.format(escape_single_quotes('White')), timeout_in_seconds=3)
        assert {
            with_white: True,
            without_white: False,
        } == files
Beispiel #4
0
def test_find_files_by_script_with_script_that_takes_multiple_files():
    with TempFile('.xcf') as with_white, TempFile('.xcf') as without_white:
        GimpFile(with_white)\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))\
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)

        GimpFile(without_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Black', np.zeros(shape=(1, 1), dtype=np.uint8))

        collection = GimpFileCollection([with_white, without_white])

        script = textwrap.dedent(
            """
            import gimp
            from pgimp.gimp.file import XcfFile
            from pgimp.gimp.parameter import return_json, get_json
            files = get_json('__files__')
            matches = []
            for file in files:
                with XcfFile(file) as image:
                    for layer in image.layers:
                        if layer.name == '{0:s}':
                            matches.append(file)
            return_json(matches)
            """
        )

        files = collection.find_files_by_script(script.format(escape_single_quotes('White')), timeout_in_seconds=3)
        assert len(files) == 1
        assert with_white == files[0]

        files = collection.find_files_by_script(script.format(escape_single_quotes('Not existing')), timeout_in_seconds=3)
        assert len(files) == 0
Beispiel #5
0
def test_add_layers_from_numpy():
    with TempFile('.xcf') as f:
        gimp_file = GimpFile(f).create('Background',
                                       np.zeros(shape=(1, 2), dtype=np.uint8))
        gimp_file.add_layers_from_numpy(
            ['Layer 1', 'Layer 2'],
            np.ones(shape=(2, 1, 2), dtype=np.uint8) * 255,
            opacity=55.,
            visible=False,
            position='Background')
        assert gimp_file.layer_names() == ['Layer 1', 'Layer 2', 'Background']
Beispiel #6
0
def test_add_layers_from_numpy_with_list_config():
    with TempFile('.xcf') as f:
        gimp_file = GimpFile(f).create('Background',
                                       np.zeros(shape=(1, 2), dtype=np.uint8))
        gimp_file.add_layers_from_numpy(
            ['Layer 1', 'Layer 2'],
            np.ones(shape=(2, 1, 2), dtype=np.uint8) * 255,
            opacity=[100., 55.],
            visible=[False, True],
            position='Background',
            blend_mode=gimpenums.NORMAL_MODE)
        assert gimp_file.layer_names() == ['Layer 1', 'Layer 2', 'Background']
Beispiel #7
0
def test_create():
    filename = file.relative_to(__file__, 'test-resources/test-create.xcf')
    layer_bg = np.array([
        [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
        [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
    ],
                        dtype=np.uint8)

    gimp_file = GimpFile(filename)
    gimp_file.create('Background', layer_bg)

    exists = os.path.exists(filename)
    actual = gimp_file.layer_to_numpy('Background')
    os.remove(filename)

    assert exists
    assert np.all(layer_bg == actual)
Beispiel #8
0
def test_add_layer_from_numpy():
    tmp_file = tempfile.mktemp(suffix='.xcf')
    layer_bg = np.array([
        [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
        [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
    ],
                        dtype=np.uint8)
    layer_fg = np.array([
        [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
        [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
    ],
                        dtype=np.uint8)

    gimp_file = GimpFile(tmp_file)
    gimp_file.create('Background', layer_bg)
    gimp_file.add_layer_from_numpy('Foreground',
                                   layer_fg,
                                   opacity=55.,
                                   visible=False)

    actual_bg = gimp_file.layer_to_numpy('Background')
    actual_fg = gimp_file.layer_to_numpy('Foreground')

    os.remove(tmp_file)

    assert np.all(layer_bg == actual_bg)
    assert np.all(layer_fg == actual_fg)
Beispiel #9
0
def test_layers_to_numpy():
    use_temp_file_values = [True, False]
    for use_temp_file in use_temp_file_values:
        with TempFile('.xcf') as f:
            gimp_file = GimpFile(f) \
                .create('Red', np.zeros(shape=(1, 2, 3), dtype=np.uint8)) \
                .add_layer_from_numpy('Green', np.ones(shape=(1, 2, 3), dtype=np.uint8) * 127) \
                .add_layer_from_numpy('Blue', np.ones(shape=(1, 2, 3), dtype=np.uint8) * 255)
            np_array = gimp_file.layers_to_numpy(['Red', 'Green', 'Blue'],
                                                 use_temp_file=use_temp_file)

        assert (1, 2, 9) == np_array.shape
        assert np.all(
            np.array([
                [[0, 0, 0, 127, 127, 127, 255, 255, 255],
                 [0, 0, 0, 127, 127, 127, 255, 255, 255]],
            ],
                     dtype=np.uint8) == np_array)
Beispiel #10
0
def test_find_files_containing_layer_by_name():
    with TempFile('.xcf') as with_white, TempFile('.xcf') as without_white:
        GimpFile(with_white)\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))\
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)

        GimpFile(without_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Black', np.zeros(shape=(1, 1), dtype=np.uint8))

        collection = GimpFileCollection([with_white, without_white])

        files = collection.find_files_containing_layer_by_name('White', timeout_in_seconds=10)
        assert len(files) == 1
        assert with_white == files[0]

        files = collection.find_files_containing_layer_by_name('Not existing', timeout_in_seconds=10)
        assert len(files) == 0
Beispiel #11
0
def test_add_layer_from_numpy_with_position_layer_name():
    data = np.array([[[255, 255, 255]]], dtype=np.uint8)
    with TempFile('.xcf') as tmp_file:
        gimp_file = GimpFile(tmp_file)
        gimp_file.create('Background', data)
        gimp_file.add_layer_from_numpy('Layer 1', data, position='Background')
        gimp_file.add_layer_from_numpy('Layer 2', data, position='Background')

        assert gimp_file.layer_names() == ['Layer 1', 'Layer 2', 'Background']
Beispiel #12
0
def test_find_files_containing_layer_by_predictate():
    with TempFile('.xcf') as with_white, TempFile('.xcf') as without_white:
        GimpFile(with_white)\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))\
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)

        GimpFile(without_white) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Black', np.zeros(shape=(1, 1), dtype=np.uint8))

        collection = GimpFileCollection([with_white, without_white])

        files = collection.find_files_containing_layer_by_predictate(
            lambda layers: 'White' in map(lambda layer: layer.name, layers)
        )
        assert len(files) == 1
        assert with_white == files[0]

        files = collection.find_files_containing_layer_by_predictate(
            lambda layers: 'Not existing' in map(lambda layer: layer.name, layers)
        )
        assert len(files) == 0
Beispiel #13
0
def test_merge_mask_layer_from_with_mask_not_available_in_files_in_both_collections_and_foreground_color_black():
    with TemporaryDirectory('_src') as srcdir, TemporaryDirectory('_dst') as dstdir:
        src_1 = GimpFile(os.path.join(srcdir, 'file1.xcf')) \
            .create_empty(2, 1, GimpFileType.GRAY)

        dst_1 = GimpFile(os.path.join(dstdir, 'file1.xcf')) \
            .create_empty(2, 1, GimpFileType.GRAY)

        src_collection = GimpFileCollection([src_1.get_file()])
        dst_collection = GimpFileCollection([dst_1.get_file()])

        dst_collection.merge_mask_layer_from(src_collection, 'Mask', MaskForegroundColor.BLACK, timeout_in_seconds=10)

        assert np.all(dst_1.layer_to_numpy('Mask') == [[255], [255]])
        assert ['Mask'] == dst_1.layer_names()
Beispiel #14
0
def test_export():
    with TempFile('.xcf') as xcf, TempFile('.png') as png, TempFile(
            '.jpg') as jpg, TempFile('.xcf') as from_png:
        gimp_file = GimpFile(xcf) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('Foreground', np.ones(shape=(1, 1), dtype=np.uint8) * 255, opacity=50.) \

        gimp_file.export(
            png
        )  # saved as grayscale with alpha (identify -format '%[channels]' FILE)
        gimp_file.export(jpg)

        assert np.all([127, 255] == GimpFile(from_png).create_from_file(
            png, layer_name='Image').layer_to_numpy('Image'))
        assert np.all([127] == GimpFile(from_png).create_from_file(
            jpg, layer_name='Image').layer_to_numpy('Image'))
Beispiel #15
0
def test_copy():
    with TempFile('.xcf') as original, TempFile('.xcf') as copy:
        original_file = GimpFile(original).create(
            'Background', np.zeros(shape=(2, 2), dtype=np.uint8))
        copied_file = original_file.copy(copy)
        original_file.add_layer_from_numpy(
            'New', np.zeros(shape=(2, 2), dtype=np.uint8))
        assert ['Background'] == copied_file.layer_names()
        assert ['New', 'Background'] == original_file.layer_names()
Beispiel #16
0
def test_remove_layers_by_name():
    data = np.array([[0, 255]], dtype=np.uint8)
    with TemporaryDirectory('_files') as dir:
        file1 = GimpFile(os.path.join(dir, 'file1.xcf')) \
            .create('Background', data) \
            .add_layer_from_numpy('Layer 1', data) \
            .add_layer_from_numpy('Layer 2', data) \
            .add_layer_from_numpy('Layer 3', data)
        file2 = GimpFile(os.path.join(dir, 'file2.xcf')) \
            .create('Background', data) \
            .add_layer_from_numpy('Layer 1', data) \
            .add_layer_from_numpy('Layer 2', data)

        collection = GimpFileCollection([file1.get_file(), file2.get_file()])
        collection.remove_layers_by_name(['Layer 1', 'Layer 3'], timeout_in_seconds=10)

        assert file1.layer_names() == ['Layer 2', 'Background']
        assert file2.layer_names() == ['Layer 2', 'Background']
Beispiel #17
0
def test_convert_to_indexed_using_predefined_colormap():
    tmp_file = tempfile.mktemp(suffix='.xcf')
    values = np.array([[i for i in range(0, 256)]], dtype=np.uint8)
    assert (1, 256) == values.shape

    gimp_file = GimpFile(tmp_file)
    gimp_file.create_indexed('Background', values, ColorMap.JET)
    gimp_file.add_layer_from_numpy('Values', values, type=LayerType.INDEXED)

    layer_bg = gimp_file.layer_to_numpy('Background')
    layer_values = gimp_file.layer_to_numpy('Values')

    os.remove(tmp_file)

    assert (1, 256, 1) == layer_bg.shape
    assert np.all(values == layer_bg[:, :, 0])
    assert (1, 256, 1) == layer_values.shape
    assert np.all(values == layer_values[:, :, 0])
Beispiel #18
0
def test_merge_layer_from_file_with_cleared_selection():
    src = file.relative_to(__file__, 'test-resources/selection.xcf')
    with TempFile('.xcf') as dst:
        src_file = GimpFile(src)
        dst_file = GimpFile(dst)
        dst_file.create('Background', np.zeros(shape=(3, 3, 3),
                                               dtype=np.uint8))
        dst_file.merge_layer_from_file(src_file, 'Background')

        new_layer_contents = dst_file.layer_to_numpy('Background')

        assert np.all(
            np.array([
                [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
                [[255, 0, 0], [255, 0, 0], [255, 255, 255]],
                [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
            ],
                     dtype=np.uint8) == new_layer_contents)
Beispiel #19
0
def test_merge_mask_layer_from_with_color():
    with TemporaryDirectory('_src') as srcdir, TemporaryDirectory('_dst') as dstdir:
        src_1 = GimpFile(os.path.join(srcdir, 'file1.xcf'))\
            .create('Mask', np.array([[[255, 255, 255], [0, 0, 0]]], dtype=np.uint8))

        dst_1 = GimpFile(os.path.join(dstdir, 'file1.xcf')) \
            .create('Mask', np.array([[[0, 0, 0], [255, 255, 255]]], dtype=np.uint8))
        dst_2 = GimpFile(os.path.join(dstdir, 'file2.xcf')) \
            .create('Mask', np.array([[[0, 0, 0], [255, 255, 255]]], dtype=np.uint8))

        src_collection = GimpFileCollection([src_1.get_file()])
        dst_collection = GimpFileCollection([dst_1.get_file(), dst_2.get_file()])

        dst_collection.merge_mask_layer_from(src_collection, 'Mask', MaskForegroundColor.WHITE, timeout_in_seconds=10)

        assert np.all(dst_1.layer_to_numpy('Mask') == [[255, 255, 255], [255, 255, 255]])
        assert ['Mask'] == dst_1.layer_names()
        assert 'Mask' in dst_2.layer_names()
        assert np.all(dst_2.layer_to_numpy('Mask') == [[0, 0, 0], [255, 255, 255]])
        assert ['Mask'] == dst_2.layer_names()
Beispiel #20
0
def test_create_empty():
    with TempFile('.xcf') as f:
        gimp_file = GimpFile(f).create_empty(3, 2, GimpFileType.RGB)
        assert (3, 2) == gimp_file.dimensions()
        assert [] == gimp_file.layer_names()
Beispiel #21
0
# Copyright 2018 Mathias Burger <*****@*****.**>
#
# SPDX-License-Identifier: MIT

import os
import tempfile

import numpy as np
from pytest import approx

import gimpenums
from pgimp.GimpFile import GimpFile, LayerType, ColorMap, GimpFileType
from pgimp.util import file
from pgimp.util.TempFile import TempFile

rgb_file = GimpFile(file.relative_to(__file__, 'test-resources/rgb.xcf'))
"""
The file rgb.xcf contains a 3x2 image with white 'Background' layer and 'Red', 'Green', 'Blue' layers with differing 
opacity. The layer 'Background' contains a black pixel at y=0, x=1, the others pixels are white.
"""


def test_layer_to_numpy():
    actual = rgb_file.layer_to_numpy('Background')
    expected = np.array([
        [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
        [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
    ],
                        dtype=np.uint8)

    assert np.all(expected == actual)
Beispiel #22
0
def test_merge_layer_from_file():
    with TempFile('.xcf') as dst, TempFile('.xcf') as src:
        layer_bg = np.array([
            [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
            [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
        ],
                            dtype=np.uint8)

        src_file = GimpFile(src)
        src_file.create('Background', np.zeros(shape=(2, 3, 3),
                                               dtype=np.uint8))
        src_file.add_layer_from_numpy(
            'Yellow',
            np.array([
                [[240, 255, 0], [240, 255, 0], [240, 255, 0]],
                [[240, 255, 0], [240, 255, 0], [240, 255, 0]],
            ],
                     dtype=np.uint8))

        dst_file = GimpFile(dst)
        dst_file.create('Yellow', layer_bg)
        dst_file.merge_layer_from_file(src_file, 'Yellow')

        new_layer_contents = dst_file.layer_to_numpy('Yellow')

        assert np.all([240, 255, 0] == new_layer_contents)
Beispiel #23
0
def test_add_layer_from_file():
    with TempFile('.xcf') as dst, TempFile('.xcf') as src:
        layer_bg = np.array([
            [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
            [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
        ],
                            dtype=np.uint8)
        position = 1

        src_file = GimpFile(src)
        src_file.create('Background', np.zeros(shape=(2, 3, 3),
                                               dtype=np.uint8))
        src_file.add_layer_from_numpy(
            'Yellow',
            np.array([
                [[240, 255, 0], [240, 255, 0], [240, 255, 0]],
                [[240, 255, 0], [240, 255, 0], [240, 255, 0]],
            ],
                     dtype=np.uint8))

        dst_file = GimpFile(dst)
        dst_file.create('Background', layer_bg)
        dst_file.add_layer_from_file(src_file,
                                     'Yellow',
                                     new_name='Yellow (copied)',
                                     new_position=position)

        assert 'Yellow (copied)' == dst_file.layers()[position].name
        assert np.all(
            [240, 255, 0] == dst_file.layer_to_numpy('Yellow (copied)'))
Beispiel #24
0
import os

import numpy as np

from pgimp.GimpFile import GimpFile
from pgimp.util import file
from pgimp.util.TempFile import TempFile

if __name__ == '__main__':
    img_path = file.relative_to(__file__, '../../../doc/source/_static/img')
    png_file = os.path.join(img_path, 'sphere.png')

    # generate sphere data
    x = np.arange(-1, 1, 0.01)
    y = np.arange(-1, 1, 0.01)
    xx, yy = np.meshgrid(x, y, sparse=True)
    z = np.sin(xx**2 + yy**2)

    # generate rgb image data
    img = np.zeros(shape=(200, 200, 3), dtype=np.uint8)
    img[:, :, 0] = (1 - z) * 255

    # create temporary gimp file an export to png
    with TempFile('.xcf') as tmp:
        GimpFile(tmp).create('Background', img).export(png_file)
Beispiel #25
0
def test_copy_layer_from():
    with TemporaryDirectory('_src') as srcdir, TemporaryDirectory('_dst') as dstdir:
        src_1 = GimpFile(os.path.join(srcdir, 'file1.xcf'))\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))\
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)
        src_2 = GimpFile(os.path.join(srcdir, 'file2.xcf'))\
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('White', np.ones(shape=(1, 1), dtype=np.uint8)*255)

        dst_1 = GimpFile(os.path.join(dstdir, 'file1.xcf')) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8)) \
            .add_layer_from_numpy('White', np.zeros(shape=(1, 1), dtype=np.uint8)*255)
        dst_2 = GimpFile(os.path.join(dstdir, 'file2.xcf')) \
            .create('Background', np.zeros(shape=(1, 1), dtype=np.uint8))

        src_collection = GimpFileCollection([src_1.get_file(), src_2.get_file()])
        dst_collection = GimpFileCollection([dst_1.get_file(), dst_2.get_file()])

        dst_collection.copy_layer_from(src_collection, 'White', layer_position=1, timeout_in_seconds=10)

        assert np.all(dst_1.layer_to_numpy('White') == 255)
        assert ['Background', 'White'] == dst_1.layer_names()
        assert 'White' in dst_2.layer_names()
        assert np.all(dst_2.layer_to_numpy('White') == 255)
        assert ['Background', 'White'] == dst_2.layer_names()
Beispiel #26
0
def test_remove_layer():
    tmp_file = tempfile.mktemp(suffix='.xcf')
    layer = np.array([
        [[255, 255, 255], [0, 0, 0], [255, 255, 255]],
        [[255, 255, 255], [255, 255, 255], [255, 255, 255]],
    ],
                     dtype=np.uint8)

    gimp_file = GimpFile(tmp_file)
    gimp_file.create('Background', layer)
    gimp_file.add_layer_from_numpy('Layer', layer)
    all_layers = gimp_file.layer_names()

    gimp_file.remove_layer('Background')
    remaining_layers1 = gimp_file.layer_names()
    gimp_file.remove_layer('Layer')
    remaining_layers2 = gimp_file.layer_names()

    os.remove(tmp_file)

    assert ['Layer', 'Background'] == all_layers
    assert ['Layer'] == remaining_layers1
    assert [] == remaining_layers2
Beispiel #27
0
 def __init__(self, files: List[str], gimp_file_factory=lambda file: GimpFile(file)) -> None:
     super().__init__()
     self._files = files
     self._gimp_file_factory = gimp_file_factory
     self._gsr = GimpScriptRunner()
Beispiel #28
0
    img_path = file.relative_to(__file__, '../../../doc/source/_static/img')
    png_file = os.path.join(img_path, 'mask_applied.png')

    height = 100
    width = 200

    # layer content
    bg = np.zeros(shape=(height, width), dtype=np.uint8)
    fg = np.ones(shape=(height, width), dtype=np.uint8) * 255
    mask = np.zeros(shape=(height, width), dtype=np.uint8)
    mask[:, width//4:3*width//4+1] = 255

    with TempFile('.xcf') as xcf, TempFile('.npz') as npz:
        # create gimp file
        gimp_file = GimpFile(xcf) \
            .create('Background', bg) \
            .add_layer_from_numpy('Foreground', fg) \
            .add_layer_from_numpy('Mask', mask)

        # save layer data to numpy arrays
        arr_bg = gimp_file.layer_to_numpy('Background')
        arr_fg = gimp_file.layer_to_numpy('Foreground')
        arr_mask = gimp_file.layer_to_numpy('Mask')

        # save data as npz
        np.savez_compressed(npz, bg=arr_bg, fg=arr_fg, mask=arr_mask)

        # load data from npz
        loaded = np.load(npz)
        loaded_bg = loaded['bg']
        loaded_fg = loaded['fg']
        loaded_mask = loaded['mask']