""" Helper functions. """ import logging import os import shutil import sys import sysconfig import tempfile from io import BytesIO import pytest from PIL import Image, ImageMath, features logger = logging.getLogger(__name__) HAS_UPLOADER = False if os.environ.get("SHOW_ERRORS", None): # local img.show for errors. HAS_UPLOADER = True class test_image_results: @staticmethod def upload(a, b): a.show() b.show() elif "GITHUB_ACTIONS" in os.environ: HAS_UPLOADER = True class test_image_results: @staticmethod def upload(a, b): dir_errors = os.path.join(os.path.dirname(__file__), "errors") os.makedirs(dir_errors, exist_ok=True) tmpdir = tempfile.mkdtemp(dir=dir_errors) a.save(os.path.join(tmpdir, "a.png")) b.save(os.path.join(tmpdir, "b.png")) return tmpdir else: try: import test_image_results HAS_UPLOADER = True except ImportError: pass def convert_to_comparable(a, b): new_a, new_b = a, b if a.mode == "P": new_a = Image.new("L", a.size) new_b = Image.new("L", b.size) new_a.putdata(a.getdata()) new_b.putdata(b.getdata()) elif a.mode == "I;16": new_a = a.convert("I") new_b = b.convert("I") return new_a, new_b def assert_deep_equal(a, b, msg=None): try: assert len(a) == len(b), msg or f"got length {len(a)}, expected {len(b)}" except Exception: assert a == b, msg def assert_image(im, mode, size, msg=None): if mode is not None: assert im.mode == mode, ( msg or f"got mode {repr(im.mode)}, expected {repr(mode)}" ) if size is not None: assert im.size == size, ( msg or f"got size {repr(im.size)}, expected {repr(size)}" ) def assert_image_equal(a, b, msg=None): assert a.mode == b.mode, msg or f"got mode {repr(a.mode)}, expected {repr(b.mode)}" assert a.size == b.size, msg or f"got size {repr(a.size)}, expected {repr(b.size)}" if a.tobytes() != b.tobytes(): if HAS_UPLOADER: try: url = test_image_results.upload(a, b) logger.error(f"Url for test images: {url}") except Exception: pass assert False, msg or "got different content" def assert_image_equal_tofile(a, filename, msg=None, mode=None): with Image.open(filename) as img: if mode: img = img.convert(mode) assert_image_equal(a, img, msg) def assert_image_similar(a, b, epsilon, msg=None): assert a.mode == b.mode, msg or f"got mode {repr(a.mode)}, expected {repr(b.mode)}" assert a.size == b.size, msg or f"got size {repr(a.size)}, expected {repr(b.size)}" a, b = convert_to_comparable(a, b) diff = 0 for ach, bch in zip(a.split(), b.split()): chdiff = ImageMath.eval("abs(a - b)", a=ach, b=bch).convert("L") diff += sum(i * num for i, num in enumerate(chdiff.histogram())) ave_diff = diff / (a.size[0] * a.size[1]) try: assert epsilon >= ave_diff, ( (msg or "") + f" average pixel value difference {ave_diff:.4f} > epsilon {epsilon:.4f}" ) except Exception as e: if HAS_UPLOADER: try: url = test_image_results.upload(a, b) logger.error(f"Url for test images: {url}") except Exception: pass raise e def assert_image_similar_tofile(a, filename, epsilon, msg=None, mode=None): with Image.open(filename) as img: if mode: img = img.convert(mode) assert_image_similar(a, img, epsilon, msg) def assert_all_same(items, msg=None): assert items.count(items[0]) == len(items), msg def assert_not_all_same(items, msg=None): assert items.count(items[0]) != len(items), msg def assert_tuple_approx_equal(actuals, targets, threshold, msg): """Tests if actuals has values within threshold from targets""" value = True for i, target in enumerate(targets): value *= target - threshold <= actuals[i] <= target + threshold assert value, msg + ": " + repr(actuals) + " != " + repr(targets) def skip_unless_feature(feature): reason = f"{feature} not available" return pytest.mark.skipif(not features.check(feature), reason=reason) @pytest.mark.skipif(sys.platform.startswith("win32"), reason="Requires Unix or macOS") class PillowLeakTestCase: # requires unix/macOS iterations = 100 # count mem_limit = 512 # k def _get_mem_usage(self): """ Gets the RUSAGE memory usage, returns in K. Encapsulates the difference between macOS and Linux rss reporting :returns: memory usage in kilobytes """ from resource import RUSAGE_SELF, getrusage mem = getrusage(RUSAGE_SELF).ru_maxrss if sys.platform == "darwin": # man 2 getrusage: # ru_maxrss # This is the maximum resident set size utilized (in bytes). return mem / 1024 # Kb else: # linux # man 2 getrusage # ru_maxrss (since Linux 2.6.32) # This is the maximum resident set size used (in kilobytes). return mem # Kb def _test_leak(self, core): start_mem = self._get_mem_usage() for cycle in range(self.iterations): core() mem = self._get_mem_usage() - start_mem msg = f"memory usage limit exceeded in iteration {cycle}" assert mem < self.mem_limit, msg # helpers def fromstring(data): return Image.open(BytesIO(data)) def tostring(im, string_format, **options): out = BytesIO() im.save(out, string_format, **options) return out.getvalue() def hopper(mode=None, cache={}): if mode is None: # Always return fresh not-yet-loaded version of image. # Operations on not-yet-loaded images is separate class of errors # what we should catch. return Image.open("Tests/images/hopper.ppm") # Use caching to reduce reading from disk but so an original copy is # returned each time and the cached image isn't modified by tests # (for fast, isolated, repeatable tests). im = cache.get(mode) if im is None: if mode == "F": im = hopper("L").convert(mode) elif mode[:4] == "I;16": im = hopper("I").convert(mode) else: im = hopper().convert(mode) cache[mode] = im return im.copy() def djpeg_available(): return bool(shutil.which("djpeg")) def cjpeg_available(): return bool(shutil.which("cjpeg")) def netpbm_available(): return bool(shutil.which("ppmquant") and shutil.which("ppmtogif")) def imagemagick_available(): return bool(IMCONVERT and shutil.which(IMCONVERT)) def on_appveyor(): return "APPVEYOR" in os.environ def on_github_actions(): return "GITHUB_ACTIONS" in os.environ def on_ci(): # GitHub Actions, Travis and AppVeyor have "CI" return "CI" in os.environ def is_big_endian(): return sys.byteorder == "big" def is_win32(): return sys.platform.startswith("win32") def is_pypy(): return hasattr(sys, "pypy_translation_info") def is_mingw(): return sysconfig.get_platform() == "mingw" if sys.platform == "win32": IMCONVERT = os.environ.get("MAGICK_HOME", "") if IMCONVERT: IMCONVERT = os.path.join(IMCONVERT, "convert.exe") else: IMCONVERT = "convert" class cached_property: def __init__(self, func): self.func = func def __get__(self, instance, cls=None): result = instance.__dict__[self.func.__name__] = self.func(instance) return result