from __future__ import print_function import distutils.version import io import itertools import logging import os from collections import namedtuple from ctypes import c_float from PIL import Image, TiffImagePlugin, TiffTags, features from PIL._util import py3 from .helper import PillowTestCase, hopper logger = logging.getLogger(__name__) class LibTiffTestCase(PillowTestCase): def setUp(self): if not features.check("libtiff"): self.skipTest("tiff support not available") def _assert_noerr(self, im): """Helper tests that assert basic sanity about the g4 tiff reading""" # 1 bit self.assertEqual(im.mode, "1") # Does the data actually load im.load() im.getdata() try: self.assertEqual(im._compression, "group4") except AttributeError: print("No _compression") print(dir(im)) # can we write it back out, in a different form. out = self.tempfile("temp.png") im.save(out) out_bytes = io.BytesIO() im.save(out_bytes, format="tiff", compression="group4") class TestFileLibTiff(LibTiffTestCase): def test_g4_tiff(self): """Test the ordinary file path load path""" test_file = "Tests/images/hopper_g4_500.tif" im = Image.open(test_file) self.assertEqual(im.size, (500, 500)) self._assert_noerr(im) def test_g4_large(self): test_file = "Tests/images/pport_g4.tif" im = Image.open(test_file) self._assert_noerr(im) def test_g4_tiff_file(self): """Testing the string load path""" test_file = "Tests/images/hopper_g4_500.tif" with open(test_file, "rb") as f: im = Image.open(f) self.assertEqual(im.size, (500, 500)) self._assert_noerr(im) def test_g4_tiff_bytesio(self): """Testing the stringio loading code path""" test_file = "Tests/images/hopper_g4_500.tif" s = io.BytesIO() with open(test_file, "rb") as f: s.write(f.read()) s.seek(0) im = Image.open(s) self.assertEqual(im.size, (500, 500)) self._assert_noerr(im) def test_g4_non_disk_file_object(self): """Testing loading from non-disk non-BytesIO file object""" test_file = "Tests/images/hopper_g4_500.tif" s = io.BytesIO() with open(test_file, "rb") as f: s.write(f.read()) s.seek(0) r = io.BufferedReader(s) im = Image.open(r) self.assertEqual(im.size, (500, 500)) self._assert_noerr(im) def test_g4_eq_png(self): """ Checking that we're actually getting the data that we expect""" png = Image.open("Tests/images/hopper_bw_500.png") g4 = Image.open("Tests/images/hopper_g4_500.tif") self.assert_image_equal(g4, png) # see https://github.com/python-pillow/Pillow/issues/279 def test_g4_fillorder_eq_png(self): """ Checking that we're actually getting the data that we expect""" png = Image.open("Tests/images/g4-fillorder-test.png") g4 = Image.open("Tests/images/g4-fillorder-test.tif") self.assert_image_equal(g4, png) def test_g4_write(self): """Checking to see that the saved image is the same as what we wrote""" test_file = "Tests/images/hopper_g4_500.tif" orig = Image.open(test_file) out = self.tempfile("temp.tif") rot = orig.transpose(Image.ROTATE_90) self.assertEqual(rot.size, (500, 500)) rot.save(out) reread = Image.open(out) self.assertEqual(reread.size, (500, 500)) self._assert_noerr(reread) self.assert_image_equal(reread, rot) self.assertEqual(reread.info["compression"], "group4") self.assertEqual(reread.info["compression"], orig.info["compression"]) self.assertNotEqual(orig.tobytes(), reread.tobytes()) def test_adobe_deflate_tiff(self): test_file = "Tests/images/tiff_adobe_deflate.tif" im = Image.open(test_file) self.assertEqual(im.mode, "RGB") self.assertEqual(im.size, (278, 374)) self.assertEqual(im.tile[0][:3], ("libtiff", (0, 0, 278, 374), 0)) im.load() self.assert_image_equal_tofile(im, "Tests/images/tiff_adobe_deflate.png") def test_write_metadata(self): """ Test metadata writing through libtiff """ for legacy_api in [False, True]: img = Image.open("Tests/images/hopper_g4.tif") f = self.tempfile("temp.tiff") img.save(f, tiffinfo=img.tag) if legacy_api: original = img.tag.named() else: original = img.tag_v2.named() # PhotometricInterpretation is set from SAVE_INFO, # not the original image. ignored = [ "StripByteCounts", "RowsPerStrip", "PageNumber", "PhotometricInterpretation", ] loaded = Image.open(f) if legacy_api: reloaded = loaded.tag.named() else: reloaded = loaded.tag_v2.named() for tag, value in itertools.chain(reloaded.items(), original.items()): if tag not in ignored: val = original[tag] if tag.endswith("Resolution"): if legacy_api: self.assertEqual( c_float(val[0][0] / val[0][1]).value, c_float(value[0][0] / value[0][1]).value, msg="%s didn't roundtrip" % tag, ) else: self.assertEqual( c_float(val).value, c_float(value).value, msg="%s didn't roundtrip" % tag, ) else: self.assertEqual(val, value, msg="%s didn't roundtrip" % tag) # https://github.com/python-pillow/Pillow/issues/1561 requested_fields = ["StripByteCounts", "RowsPerStrip", "StripOffsets"] for field in requested_fields: self.assertIn(field, reloaded, "%s not in metadata" % field) def test_additional_metadata(self): # these should not crash. Seriously dummy data, most of it doesn't make # any sense, so we're running up against limits where we're asking # libtiff to do stupid things. # Get the list of the ones that we should be able to write core_items = { tag: info for tag, info in ((s, TiffTags.lookup(s)) for s in TiffTags.LIBTIFF_CORE) if info.type is not None } # Exclude ones that have special meaning # that we're already testing them im = Image.open("Tests/images/hopper_g4.tif") for tag in im.tag_v2: try: del core_items[tag] except KeyError: pass # Type codes: # 2: "ascii", # 3: "short", # 4: "long", # 5: "rational", # 12: "double", # Type: dummy value values = { 2: "test", 3: 1, 4: 2 ** 20, 5: TiffImagePlugin.IFDRational(100, 1), 12: 1.05, } new_ifd = TiffImagePlugin.ImageFileDirectory_v2() for tag, info in core_items.items(): if info.length == 1: new_ifd[tag] = values[info.type] if info.length == 0: new_ifd[tag] = tuple(values[info.type] for _ in range(3)) else: new_ifd[tag] = tuple(values[info.type] for _ in range(info.length)) # Extra samples really doesn't make sense in this application. del new_ifd[338] out = self.tempfile("temp.tif") TiffImagePlugin.WRITE_LIBTIFF = True im.save(out, tiffinfo=new_ifd) TiffImagePlugin.WRITE_LIBTIFF = False def test_custom_metadata(self): tc = namedtuple("test_case", "value,type,supported_by_default") custom = { 37000 + k: v for k, v in enumerate( [ tc(4, TiffTags.SHORT, True), tc(123456789, TiffTags.LONG, True), tc(-4, TiffTags.SIGNED_BYTE, False), tc(-4, TiffTags.SIGNED_SHORT, False), tc(-123456789, TiffTags.SIGNED_LONG, False), tc(TiffImagePlugin.IFDRational(4, 7), TiffTags.RATIONAL, True), tc(4.25, TiffTags.FLOAT, True), tc(4.25, TiffTags.DOUBLE, True), tc("custom tag value", TiffTags.ASCII, True), tc(u"custom tag value", TiffTags.ASCII, True), tc(b"custom tag value", TiffTags.BYTE, True), tc((4, 5, 6), TiffTags.SHORT, True), tc((123456789, 9, 34, 234, 219387, 92432323), TiffTags.LONG, True), tc((-4, 9, 10), TiffTags.SIGNED_BYTE, False), tc((-4, 5, 6), TiffTags.SIGNED_SHORT, False), tc( (-123456789, 9, 34, 234, 219387, -92432323), TiffTags.SIGNED_LONG, False, ), tc((4.25, 5.25), TiffTags.FLOAT, True), tc((4.25, 5.25), TiffTags.DOUBLE, True), # array of TIFF_BYTE requires bytes instead of tuple for backwards # compatibility tc(bytes([4]), TiffTags.BYTE, True), tc(bytes((4, 9, 10)), TiffTags.BYTE, True), ] ) } libtiff_version = TiffImagePlugin._libtiff_version() libtiffs = [False] if distutils.version.StrictVersion( libtiff_version ) >= distutils.version.StrictVersion("4.0"): libtiffs.append(True) for libtiff in libtiffs: TiffImagePlugin.WRITE_LIBTIFF = libtiff def check_tags(tiffinfo): im = hopper() out = self.tempfile("temp.tif") im.save(out, tiffinfo=tiffinfo) reloaded = Image.open(out) for tag, value in tiffinfo.items(): reloaded_value = reloaded.tag_v2[tag] if ( isinstance(reloaded_value, TiffImagePlugin.IFDRational) and libtiff ): # libtiff does not support real RATIONALS self.assertAlmostEqual(float(reloaded_value), float(value)) continue if libtiff and isinstance(value, bytes): value = value.decode() self.assertEqual(reloaded_value, value) # Test with types ifd = TiffImagePlugin.ImageFileDirectory_v2() for tag, tagdata in custom.items(): ifd[tag] = tagdata.value ifd.tagtype[tag] = tagdata.type check_tags(ifd) # Test without types. This only works for some types, int for example are # always encoded as LONG and not SIGNED_LONG. check_tags( { tag: tagdata.value for tag, tagdata in custom.items() if tagdata.supported_by_default } ) TiffImagePlugin.WRITE_LIBTIFF = False def test_int_dpi(self): # issue #1765 im = hopper("RGB") out = self.tempfile("temp.tif") TiffImagePlugin.WRITE_LIBTIFF = True im.save(out, dpi=(72, 72)) TiffImagePlugin.WRITE_LIBTIFF = False reloaded = Image.open(out) self.assertEqual(reloaded.info["dpi"], (72.0, 72.0)) def test_g3_compression(self): i = Image.open("Tests/images/hopper_g4_500.tif") out = self.tempfile("temp.tif") i.save(out, compression="group3") reread = Image.open(out) self.assertEqual(reread.info["compression"], "group3") self.assert_image_equal(reread, i) def test_little_endian(self): im = Image.open("Tests/images/16bit.deflate.tif") self.assertEqual(im.getpixel((0, 0)), 480) self.assertEqual(im.mode, "I;16") b = im.tobytes() # Bytes are in image native order (little endian) if py3: self.assertEqual(b[0], ord(b"\xe0")) self.assertEqual(b[1], ord(b"\x01")) else: self.assertEqual(b[0], b"\xe0") self.assertEqual(b[1], b"\x01") out = self.tempfile("temp.tif") # out = "temp.le.tif" im.save(out) reread = Image.open(out) self.assertEqual(reread.info["compression"], im.info["compression"]) self.assertEqual(reread.getpixel((0, 0)), 480) # UNDONE - libtiff defaults to writing in native endian, so # on big endian, we'll get back mode = 'I;16B' here. def test_big_endian(self): im = Image.open("Tests/images/16bit.MM.deflate.tif") self.assertEqual(im.getpixel((0, 0)), 480) self.assertEqual(im.mode, "I;16B") b = im.tobytes() # Bytes are in image native order (big endian) if py3: self.assertEqual(b[0], ord(b"\x01")) self.assertEqual(b[1], ord(b"\xe0")) else: self.assertEqual(b[0], b"\x01") self.assertEqual(b[1], b"\xe0") out = self.tempfile("temp.tif") im.save(out) reread = Image.open(out) self.assertEqual(reread.info["compression"], im.info["compression"]) self.assertEqual(reread.getpixel((0, 0)), 480) def test_g4_string_info(self): """Tests String data in info directory""" test_file = "Tests/images/hopper_g4_500.tif" orig = Image.open(test_file) out = self.tempfile("temp.tif") orig.tag[269] = "temp.tif" orig.save(out) reread = Image.open(out) self.assertEqual("temp.tif", reread.tag_v2[269]) self.assertEqual("temp.tif", reread.tag[269][0]) def test_12bit_rawmode(self): """ Are we generating the same interpretation of the image as Imagemagick is? """ TiffImagePlugin.READ_LIBTIFF = True im = Image.open("Tests/images/12bit.cropped.tif") im.load() TiffImagePlugin.READ_LIBTIFF = False # to make the target -- # convert 12bit.cropped.tif -depth 16 tmp.tif # convert tmp.tif -evaluate RightShift 4 12in16bit2.tif # imagemagick will auto scale so that a 12bit FFF is 16bit FFF0, # so we need to unshift so that the integer values are the same. self.assert_image_equal_tofile(im, "Tests/images/12in16bit.tif") def test_blur(self): # test case from irc, how to do blur on b/w image # and save to compressed tif. from PIL import ImageFilter out = self.tempfile("temp.tif") im = Image.open("Tests/images/pport_g4.tif") im = im.convert("L") im = im.filter(ImageFilter.GaussianBlur(4)) im.save(out, compression="tiff_adobe_deflate") im2 = Image.open(out) im2.load() self.assert_image_equal(im, im2) def test_compressions(self): # Test various tiff compressions and assert similar image content but reduced # file sizes. im = hopper("RGB") out = self.tempfile("temp.tif") im.save(out) size_raw = os.path.getsize(out) for compression in ("packbits", "tiff_lzw"): im.save(out, compression=compression) size_compressed = os.path.getsize(out) im2 = Image.open(out) self.assert_image_equal(im, im2) im.save(out, compression="jpeg") size_jpeg = os.path.getsize(out) im2 = Image.open(out) self.assert_image_similar(im, im2, 30) im.save(out, compression="jpeg", quality=30) size_jpeg_30 = os.path.getsize(out) im3 = Image.open(out) self.assert_image_similar(im2, im3, 30) self.assertGreater(size_raw, size_compressed) self.assertGreater(size_compressed, size_jpeg) self.assertGreater(size_jpeg, size_jpeg_30) def test_quality(self): im = hopper("RGB") out = self.tempfile("temp.tif") self.assertRaises(ValueError, im.save, out, compression="tiff_lzw", quality=50) self.assertRaises(ValueError, im.save, out, compression="jpeg", quality=-1) self.assertRaises(ValueError, im.save, out, compression="jpeg", quality=101) self.assertRaises(ValueError, im.save, out, compression="jpeg", quality="good") im.save(out, compression="jpeg", quality=0) im.save(out, compression="jpeg", quality=100) def test_cmyk_save(self): im = hopper("CMYK") out = self.tempfile("temp.tif") im.save(out, compression="tiff_adobe_deflate") im2 = Image.open(out) self.assert_image_equal(im, im2) def xtest_bw_compression_w_rgb(self): """ This test passes, but when running all tests causes a failure due to output on stderr from the error thrown by libtiff. We need to capture that but not now""" im = hopper("RGB") out = self.tempfile("temp.tif") self.assertRaises(IOError, im.save, out, compression="tiff_ccitt") self.assertRaises(IOError, im.save, out, compression="group3") self.assertRaises(IOError, im.save, out, compression="group4") def test_fp_leak(self): im = Image.open("Tests/images/hopper_g4_500.tif") fn = im.fp.fileno() os.fstat(fn) im.load() # this should close it. self.assertRaises(OSError, os.fstat, fn) im = None # this should force even more closed. self.assertRaises(OSError, os.fstat, fn) self.assertRaises(OSError, os.close, fn) def test_multipage(self): # issue #862 TiffImagePlugin.READ_LIBTIFF = True im = Image.open("Tests/images/multipage.tiff") # file is a multipage tiff, 10x10 green, 10x10 red, 20x20 blue im.seek(0) self.assertEqual(im.size, (10, 10)) self.assertEqual(im.convert("RGB").getpixel((0, 0)), (0, 128, 0)) self.assertTrue(im.tag.next) im.seek(1) self.assertEqual(im.size, (10, 10)) self.assertEqual(im.convert("RGB").getpixel((0, 0)), (255, 0, 0)) self.assertTrue(im.tag.next) im.seek(2) self.assertFalse(im.tag.next) self.assertEqual(im.size, (20, 20)) self.assertEqual(im.convert("RGB").getpixel((0, 0)), (0, 0, 255)) TiffImagePlugin.READ_LIBTIFF = False def test_multipage_nframes(self): # issue #862 TiffImagePlugin.READ_LIBTIFF = True im = Image.open("Tests/images/multipage.tiff") frames = im.n_frames self.assertEqual(frames, 3) for _ in range(frames): im.seek(0) # Should not raise ValueError: I/O operation on closed file im.load() TiffImagePlugin.READ_LIBTIFF = False def test__next(self): TiffImagePlugin.READ_LIBTIFF = True im = Image.open("Tests/images/hopper.tif") self.assertFalse(im.tag.next) im.load() self.assertFalse(im.tag.next) def test_4bit(self): # Arrange test_file = "Tests/images/hopper_gray_4bpp.tif" original = hopper("L") # Act TiffImagePlugin.READ_LIBTIFF = True im = Image.open(test_file) TiffImagePlugin.READ_LIBTIFF = False # Assert self.assertEqual(im.size, (128, 128)) self.assertEqual(im.mode, "L") self.assert_image_similar(im, original, 7.3) def test_gray_semibyte_per_pixel(self): test_files = ( ( 24.8, # epsilon ( # group "Tests/images/tiff_gray_2_4_bpp/hopper2.tif", "Tests/images/tiff_gray_2_4_bpp/hopper2I.tif", "Tests/images/tiff_gray_2_4_bpp/hopper2R.tif", "Tests/images/tiff_gray_2_4_bpp/hopper2IR.tif", ), ), ( 7.3, # epsilon ( # group "Tests/images/tiff_gray_2_4_bpp/hopper4.tif", "Tests/images/tiff_gray_2_4_bpp/hopper4I.tif", "Tests/images/tiff_gray_2_4_bpp/hopper4R.tif", "Tests/images/tiff_gray_2_4_bpp/hopper4IR.tif", ), ), ) original = hopper("L") for epsilon, group in test_files: im = Image.open(group[0]) self.assertEqual(im.size, (128, 128)) self.assertEqual(im.mode, "L") self.assert_image_similar(im, original, epsilon) for file in group[1:]: im2 = Image.open(file) self.assertEqual(im2.size, (128, 128)) self.assertEqual(im2.mode, "L") self.assert_image_equal(im, im2) def test_save_bytesio(self): # PR 1011 # Test TIFF saving to io.BytesIO() object. TiffImagePlugin.WRITE_LIBTIFF = True TiffImagePlugin.READ_LIBTIFF = True # Generate test image pilim = hopper() def save_bytesio(compression=None): buffer_io = io.BytesIO() pilim.save(buffer_io, format="tiff", compression=compression) buffer_io.seek(0) pilim_load = Image.open(buffer_io) self.assert_image_similar(pilim, pilim_load, 0) save_bytesio() save_bytesio("raw") save_bytesio("packbits") save_bytesio("tiff_lzw") TiffImagePlugin.WRITE_LIBTIFF = False TiffImagePlugin.READ_LIBTIFF = False def test_crashing_metadata(self): # issue 1597 im = Image.open("Tests/images/rdf.tif") out = self.tempfile("temp.tif") TiffImagePlugin.WRITE_LIBTIFF = True # this shouldn't crash im.save(out, format="TIFF") TiffImagePlugin.WRITE_LIBTIFF = False def test_page_number_x_0(self): # Issue 973 # Test TIFF with tag 297 (Page Number) having value of 0 0. # The first number is the current page number. # The second is the total number of pages, zero means not available. outfile = self.tempfile("temp.tif") # Created by printing a page in Chrome to PDF, then: # /usr/bin/gs -q -sDEVICE=tiffg3 -sOutputFile=total-pages-zero.tif # -dNOPAUSE /tmp/test.pdf -c quit infile = "Tests/images/total-pages-zero.tif" im = Image.open(infile) # Should not divide by zero im.save(outfile) def test_fd_duplication(self): # https://github.com/python-pillow/Pillow/issues/1651 tmpfile = self.tempfile("temp.tif") with open(tmpfile, "wb") as f: with open("Tests/images/g4-multi.tiff", "rb") as src: f.write(src.read()) im = Image.open(tmpfile) im.n_frames im.close() # Should not raise PermissionError. os.remove(tmpfile) def test_read_icc(self): with Image.open("Tests/images/hopper.iccprofile.tif") as img: icc = img.info.get("icc_profile") self.assertIsNotNone(icc) TiffImagePlugin.READ_LIBTIFF = True with Image.open("Tests/images/hopper.iccprofile.tif") as img: icc_libtiff = img.info.get("icc_profile") self.assertIsNotNone(icc_libtiff) TiffImagePlugin.READ_LIBTIFF = False self.assertEqual(icc, icc_libtiff) def test_multipage_compression(self): im = Image.open("Tests/images/compression.tif") im.seek(0) self.assertEqual(im._compression, "tiff_ccitt") self.assertEqual(im.size, (10, 10)) im.seek(1) self.assertEqual(im._compression, "packbits") self.assertEqual(im.size, (10, 10)) im.load() im.seek(0) self.assertEqual(im._compression, "tiff_ccitt") self.assertEqual(im.size, (10, 10)) im.load() def test_save_tiff_with_jpegtables(self): # Arrange outfile = self.tempfile("temp.tif") # Created with ImageMagick: convert hopper.jpg hopper_jpg.tif # Contains JPEGTables (347) tag infile = "Tests/images/hopper_jpg.tif" im = Image.open(infile) # Act / Assert # Should not raise UnicodeDecodeError or anything else im.save(outfile) def test_16bit_RGB_tiff(self): im = Image.open("Tests/images/tiff_16bit_RGB.tiff") self.assertEqual(im.mode, "RGB") self.assertEqual(im.size, (100, 40)) self.assertEqual( im.tile, [ ( "libtiff", (0, 0, 100, 40), 0, ("RGB;16N", "tiff_adobe_deflate", False, 8), ) ], ) im.load() self.assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGB_target.png") def test_16bit_RGBa_tiff(self): im = Image.open("Tests/images/tiff_16bit_RGBa.tiff") self.assertEqual(im.mode, "RGBA") self.assertEqual(im.size, (100, 40)) self.assertEqual( im.tile, [("libtiff", (0, 0, 100, 40), 0, ("RGBa;16N", "tiff_lzw", False, 38236))], ) im.load() self.assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGBa_target.png") def test_gimp_tiff(self): # Read TIFF JPEG images from GIMP [@PIL168] codecs = dir(Image.core) if "jpeg_decoder" not in codecs: self.skipTest("jpeg support not available") filename = "Tests/images/pil168.tif" im = Image.open(filename) self.assertEqual(im.mode, "RGB") self.assertEqual(im.size, (256, 256)) self.assertEqual( im.tile, [("libtiff", (0, 0, 256, 256), 0, ("RGB", "jpeg", False, 5122))] ) im.load() self.assert_image_equal_tofile(im, "Tests/images/pil168.png") def test_sampleformat(self): # https://github.com/python-pillow/Pillow/issues/1466 im = Image.open("Tests/images/copyleft.tiff") self.assertEqual(im.mode, "RGB") self.assert_image_equal_tofile(im, "Tests/images/copyleft.png", mode="RGB") def test_lzw(self): im = Image.open("Tests/images/hopper_lzw.tif") self.assertEqual(im.mode, "RGB") self.assertEqual(im.size, (128, 128)) self.assertEqual(im.format, "TIFF") im2 = hopper() self.assert_image_similar(im, im2, 5) def test_strip_cmyk_jpeg(self): infile = "Tests/images/tiff_strip_cmyk_jpeg.tif" im = Image.open(infile) self.assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5) def test_strip_cmyk_16l_jpeg(self): infile = "Tests/images/tiff_strip_cmyk_16l_jpeg.tif" im = Image.open(infile) self.assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5) def test_strip_ycbcr_jpeg_2x2_sampling(self): infile = "Tests/images/tiff_strip_ycbcr_jpeg_2x2_sampling.tif" im = Image.open(infile) self.assert_image_similar_tofile(im, "Tests/images/flower.jpg", 0.5) def test_strip_ycbcr_jpeg_1x1_sampling(self): infile = "Tests/images/tiff_strip_ycbcr_jpeg_1x1_sampling.tif" im = Image.open(infile) self.assert_image_equal_tofile(im, "Tests/images/flower2.jpg") def test_tiled_cmyk_jpeg(self): infile = "Tests/images/tiff_tiled_cmyk_jpeg.tif" im = Image.open(infile) self.assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5) def test_tiled_ycbcr_jpeg_1x1_sampling(self): infile = "Tests/images/tiff_tiled_ycbcr_jpeg_1x1_sampling.tif" im = Image.open(infile) self.assert_image_equal_tofile(im, "Tests/images/flower2.jpg") def test_tiled_ycbcr_jpeg_2x2_sampling(self): infile = "Tests/images/tiff_tiled_ycbcr_jpeg_2x2_sampling.tif" im = Image.open(infile) self.assert_image_similar_tofile(im, "Tests/images/flower.jpg", 0.5) def test_old_style_jpeg(self): infile = "Tests/images/old-style-jpeg-compression.tif" im = Image.open(infile) self.assert_image_equal_tofile( im, "Tests/images/old-style-jpeg-compression.png" ) def test_orientation(self): base_im = Image.open("Tests/images/g4_orientation_1.tif") for i in range(2, 9): im = Image.open("Tests/images/g4_orientation_" + str(i) + ".tif") im.load() self.assert_image_similar(base_im, im, 0.7)