mirror of
https://github.com/python-pillow/Pillow.git
synced 2024-11-10 19:56:47 +03:00
1168 lines
44 KiB
Python
1168 lines
44 KiB
Python
from __future__ import annotations
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import base64
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import io
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import itertools
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import os
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import re
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import sys
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from pathlib import Path
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from typing import Any, NamedTuple
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import pytest
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from PIL import Image, ImageFilter, ImageOps, TiffImagePlugin, TiffTags, features
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from PIL.TiffImagePlugin import OSUBFILETYPE, SAMPLEFORMAT, STRIPOFFSETS, SUBIFD
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from .helper import (
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assert_image_equal,
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assert_image_equal_tofile,
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assert_image_similar,
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assert_image_similar_tofile,
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hopper,
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mark_if_feature_version,
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skip_unless_feature,
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)
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@skip_unless_feature("libtiff")
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class LibTiffTestCase:
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def _assert_noerr(self, tmp_path: Path, im: TiffImagePlugin.TiffImageFile) -> None:
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"""Helper tests that assert basic sanity about the g4 tiff reading"""
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# 1 bit
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assert im.mode == "1"
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# Does the data actually load
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im.load()
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im.getdata()
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try:
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assert im._compression == "group4"
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except AttributeError:
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print("No _compression")
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print(dir(im))
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# can we write it back out, in a different form.
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out = str(tmp_path / "temp.png")
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im.save(out)
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out_bytes = io.BytesIO()
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im.save(out_bytes, format="tiff", compression="group4")
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class TestFileLibTiff(LibTiffTestCase):
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def test_version(self) -> None:
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assert re.search(r"\d+\.\d+\.\d+$", features.version_codec("libtiff"))
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def test_g4_tiff(self, tmp_path: Path) -> None:
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"""Test the ordinary file path load path"""
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test_file = "Tests/images/hopper_g4_500.tif"
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with Image.open(test_file) as im:
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assert im.size == (500, 500)
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self._assert_noerr(tmp_path, im)
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def test_g4_large(self, tmp_path: Path) -> None:
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test_file = "Tests/images/pport_g4.tif"
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with Image.open(test_file) as im:
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self._assert_noerr(tmp_path, im)
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def test_g4_tiff_file(self, tmp_path: Path) -> None:
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"""Testing the string load path"""
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test_file = "Tests/images/hopper_g4_500.tif"
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with open(test_file, "rb") as f:
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with Image.open(f) as im:
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assert im.size == (500, 500)
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self._assert_noerr(tmp_path, im)
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def test_g4_tiff_bytesio(self, tmp_path: Path) -> None:
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"""Testing the stringio loading code path"""
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test_file = "Tests/images/hopper_g4_500.tif"
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s = io.BytesIO()
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with open(test_file, "rb") as f:
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s.write(f.read())
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s.seek(0)
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with Image.open(s) as im:
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assert im.size == (500, 500)
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self._assert_noerr(tmp_path, im)
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def test_g4_non_disk_file_object(self, tmp_path: Path) -> None:
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"""Testing loading from non-disk non-BytesIO file object"""
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test_file = "Tests/images/hopper_g4_500.tif"
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s = io.BytesIO()
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with open(test_file, "rb") as f:
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s.write(f.read())
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s.seek(0)
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r = io.BufferedReader(s)
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with Image.open(r) as im:
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assert im.size == (500, 500)
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self._assert_noerr(tmp_path, im)
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def test_g4_eq_png(self) -> None:
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"""Checking that we're actually getting the data that we expect"""
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with Image.open("Tests/images/hopper_bw_500.png") as png:
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assert_image_equal_tofile(png, "Tests/images/hopper_g4_500.tif")
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# see https://github.com/python-pillow/Pillow/issues/279
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def test_g4_fillorder_eq_png(self) -> None:
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"""Checking that we're actually getting the data that we expect"""
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with Image.open("Tests/images/g4-fillorder-test.tif") as g4:
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assert_image_equal_tofile(g4, "Tests/images/g4-fillorder-test.png")
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def test_g4_write(self, tmp_path: Path) -> None:
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"""Checking to see that the saved image is the same as what we wrote"""
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test_file = "Tests/images/hopper_g4_500.tif"
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with Image.open(test_file) as orig:
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out = str(tmp_path / "temp.tif")
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rot = orig.transpose(Image.Transpose.ROTATE_90)
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assert rot.size == (500, 500)
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rot.save(out)
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with Image.open(out) as reread:
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assert reread.size == (500, 500)
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self._assert_noerr(tmp_path, reread)
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assert_image_equal(reread, rot)
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assert reread.info["compression"] == "group4"
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assert reread.info["compression"] == orig.info["compression"]
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assert orig.tobytes() != reread.tobytes()
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def test_adobe_deflate_tiff(self) -> None:
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test_file = "Tests/images/tiff_adobe_deflate.tif"
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with Image.open(test_file) as im:
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assert im.mode == "RGB"
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assert im.size == (278, 374)
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assert im.tile[0][:3] == ("libtiff", (0, 0, 278, 374), 0)
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im.load()
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assert_image_equal_tofile(im, "Tests/images/tiff_adobe_deflate.png")
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@pytest.mark.parametrize("legacy_api", (False, True))
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def test_write_metadata(self, legacy_api: bool, tmp_path: Path) -> None:
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"""Test metadata writing through libtiff"""
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f = str(tmp_path / "temp.tiff")
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with Image.open("Tests/images/hopper_g4.tif") as img:
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img.save(f, tiffinfo=img.tag)
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if legacy_api:
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original = img.tag.named()
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else:
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original = img.tag_v2.named()
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# PhotometricInterpretation is set from SAVE_INFO,
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# not the original image.
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ignored = [
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"StripByteCounts",
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"RowsPerStrip",
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"PageNumber",
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"PhotometricInterpretation",
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]
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with Image.open(f) as loaded:
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if legacy_api:
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reloaded = loaded.tag.named()
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else:
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reloaded = loaded.tag_v2.named()
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for tag, value in itertools.chain(reloaded.items(), original.items()):
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if tag not in ignored:
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val = original[tag]
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if tag.endswith("Resolution"):
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if legacy_api:
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assert val[0][0] / val[0][1] == (
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4294967295 / 113653537
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), f"{tag} didn't roundtrip"
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else:
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assert val == 37.79000115940079, f"{tag} didn't roundtrip"
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else:
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assert val == value, f"{tag} didn't roundtrip"
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# https://github.com/python-pillow/Pillow/issues/1561
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requested_fields = ["StripByteCounts", "RowsPerStrip", "StripOffsets"]
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for field in requested_fields:
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assert field in reloaded, f"{field} not in metadata"
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@pytest.mark.valgrind_known_error(reason="Known invalid metadata")
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def test_additional_metadata(
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self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path
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) -> None:
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# these should not crash. Seriously dummy data, most of it doesn't make
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# any sense, so we're running up against limits where we're asking
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# libtiff to do stupid things.
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# Get the list of the ones that we should be able to write
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core_items = {
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tag: info
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for tag, info in ((s, TiffTags.lookup(s)) for s in TiffTags.LIBTIFF_CORE)
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if info.type is not None
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}
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# Exclude ones that have special meaning
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# that we're already testing them
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with Image.open("Tests/images/hopper_g4.tif") as im:
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for tag in im.tag_v2:
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try:
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del core_items[tag]
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except KeyError:
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pass
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del core_items[320] # colormap is special, tested below
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# Type codes:
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# 2: "ascii",
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# 3: "short",
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# 4: "long",
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# 5: "rational",
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# 12: "double",
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# Type: dummy value
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values = {
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2: "test",
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3: 1,
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4: 2**20,
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5: TiffImagePlugin.IFDRational(100, 1),
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12: 1.05,
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}
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new_ifd = TiffImagePlugin.ImageFileDirectory_v2()
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for tag, info in core_items.items():
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if info.length == 1:
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new_ifd[tag] = values[info.type]
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if info.length == 0:
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new_ifd[tag] = tuple(values[info.type] for _ in range(3))
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else:
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new_ifd[tag] = tuple(values[info.type] for _ in range(info.length))
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# Extra samples really doesn't make sense in this application.
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del new_ifd[338]
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out = str(tmp_path / "temp.tif")
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monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
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im.save(out, tiffinfo=new_ifd)
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@pytest.mark.parametrize(
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"libtiff",
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(
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pytest.param(
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True,
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marks=pytest.mark.skipif(
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not getattr(Image.core, "libtiff_support_custom_tags", False),
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reason="Custom tags not supported by older libtiff",
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),
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),
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False,
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),
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)
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def test_custom_metadata(
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self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path, libtiff: bool
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) -> None:
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monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", libtiff)
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class Tc(NamedTuple):
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value: Any
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type: int
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supported_by_default: bool
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custom = {
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37000 + k: v
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for k, v in enumerate(
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[
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Tc(4, TiffTags.SHORT, True),
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Tc(123456789, TiffTags.LONG, True),
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Tc(-4, TiffTags.SIGNED_BYTE, False),
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Tc(-4, TiffTags.SIGNED_SHORT, False),
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Tc(-123456789, TiffTags.SIGNED_LONG, False),
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Tc(TiffImagePlugin.IFDRational(4, 7), TiffTags.RATIONAL, True),
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Tc(4.25, TiffTags.FLOAT, True),
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Tc(4.25, TiffTags.DOUBLE, True),
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Tc("custom tag value", TiffTags.ASCII, True),
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Tc(b"custom tag value", TiffTags.BYTE, True),
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Tc((4, 5, 6), TiffTags.SHORT, True),
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Tc((123456789, 9, 34, 234, 219387, 92432323), TiffTags.LONG, True),
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Tc((-4, 9, 10), TiffTags.SIGNED_BYTE, False),
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Tc((-4, 5, 6), TiffTags.SIGNED_SHORT, False),
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Tc(
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(-123456789, 9, 34, 234, 219387, -92432323),
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TiffTags.SIGNED_LONG,
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False,
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),
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Tc((4.25, 5.25), TiffTags.FLOAT, True),
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Tc((4.25, 5.25), TiffTags.DOUBLE, True),
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# array of TIFF_BYTE requires bytes instead of tuple for backwards
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# compatibility
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Tc(bytes([4]), TiffTags.BYTE, True),
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Tc(bytes((4, 9, 10)), TiffTags.BYTE, True),
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]
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)
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}
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def check_tags(
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tiffinfo: TiffImagePlugin.ImageFileDirectory_v2 | dict[int, str]
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) -> None:
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im = hopper()
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out = str(tmp_path / "temp.tif")
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im.save(out, tiffinfo=tiffinfo)
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with Image.open(out) as reloaded:
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for tag, value in tiffinfo.items():
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reloaded_value = reloaded.tag_v2[tag]
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if (
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isinstance(reloaded_value, TiffImagePlugin.IFDRational)
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and libtiff
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):
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# libtiff does not support real RATIONALS
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assert round(abs(float(reloaded_value) - float(value)), 7) == 0
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continue
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assert reloaded_value == value
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# Test with types
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ifd = TiffImagePlugin.ImageFileDirectory_v2()
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for tag, tagdata in custom.items():
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ifd[tag] = tagdata.value
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ifd.tagtype[tag] = tagdata.type
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check_tags(ifd)
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# Test without types. This only works for some types, int for example are
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# always encoded as LONG and not SIGNED_LONG.
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check_tags(
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{
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tag: tagdata.value
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for tag, tagdata in custom.items()
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if tagdata.supported_by_default
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}
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)
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def test_osubfiletype(self, tmp_path: Path) -> None:
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outfile = str(tmp_path / "temp.tif")
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with Image.open("Tests/images/g4_orientation_6.tif") as im:
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im.tag_v2[OSUBFILETYPE] = 1
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im.save(outfile)
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def test_subifd(self, tmp_path: Path) -> None:
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outfile = str(tmp_path / "temp.tif")
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with Image.open("Tests/images/g4_orientation_6.tif") as im:
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im.tag_v2[SUBIFD] = 10000
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# Should not segfault
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im.save(outfile)
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def test_xmlpacket_tag(
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self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path
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) -> None:
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monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
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out = str(tmp_path / "temp.tif")
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hopper().save(out, tiffinfo={700: b"xmlpacket tag"})
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with Image.open(out) as reloaded:
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if 700 in reloaded.tag_v2:
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assert reloaded.tag_v2[700] == b"xmlpacket tag"
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def test_int_dpi(self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path) -> None:
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# issue #1765
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im = hopper("RGB")
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out = str(tmp_path / "temp.tif")
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monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
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im.save(out, dpi=(72, 72))
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with Image.open(out) as reloaded:
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assert reloaded.info["dpi"] == (72.0, 72.0)
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def test_g3_compression(self, tmp_path: Path) -> None:
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with Image.open("Tests/images/hopper_g4_500.tif") as i:
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out = str(tmp_path / "temp.tif")
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i.save(out, compression="group3")
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with Image.open(out) as reread:
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assert reread.info["compression"] == "group3"
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assert_image_equal(reread, i)
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def test_little_endian(self, tmp_path: Path) -> None:
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with Image.open("Tests/images/16bit.deflate.tif") as im:
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assert im.getpixel((0, 0)) == 480
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assert im.mode == "I;16"
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b = im.tobytes()
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# Bytes are in image native order (little endian)
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assert b[0] == ord(b"\xe0")
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assert b[1] == ord(b"\x01")
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out = str(tmp_path / "temp.tif")
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# out = "temp.le.tif"
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im.save(out)
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with Image.open(out) as reread:
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assert reread.info["compression"] == im.info["compression"]
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assert reread.getpixel((0, 0)) == 480
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# UNDONE - libtiff defaults to writing in native endian, so
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# on big endian, we'll get back mode = 'I;16B' here.
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def test_big_endian(self, tmp_path: Path) -> None:
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with Image.open("Tests/images/16bit.MM.deflate.tif") as im:
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assert im.getpixel((0, 0)) == 480
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assert im.mode == "I;16B"
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b = im.tobytes()
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# Bytes are in image native order (big endian)
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assert b[0] == ord(b"\x01")
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assert b[1] == ord(b"\xe0")
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out = str(tmp_path / "temp.tif")
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im.save(out)
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with Image.open(out) as reread:
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assert reread.info["compression"] == im.info["compression"]
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assert reread.getpixel((0, 0)) == 480
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def test_g4_string_info(self, tmp_path: Path) -> None:
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"""Tests String data in info directory"""
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test_file = "Tests/images/hopper_g4_500.tif"
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with Image.open(test_file) as orig:
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out = str(tmp_path / "temp.tif")
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orig.tag[269] = "temp.tif"
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orig.save(out)
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with Image.open(out) as reread:
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assert "temp.tif" == reread.tag_v2[269]
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assert "temp.tif" == reread.tag[269][0]
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def test_12bit_rawmode(self, monkeypatch: pytest.MonkeyPatch) -> None:
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"""Are we generating the same interpretation
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of the image as Imagemagick is?"""
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monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
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with Image.open("Tests/images/12bit.cropped.tif") as im:
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im.load()
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monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", False)
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# to make the target --
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# convert 12bit.cropped.tif -depth 16 tmp.tif
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# convert tmp.tif -evaluate RightShift 4 12in16bit2.tif
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# imagemagick will auto scale so that a 12bit FFF is 16bit FFF0,
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# so we need to unshift so that the integer values are the same.
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assert_image_equal_tofile(im, "Tests/images/12in16bit.tif")
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def test_blur(self, tmp_path: Path) -> None:
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# test case from irc, how to do blur on b/w image
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# and save to compressed tif.
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out = str(tmp_path / "temp.tif")
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with Image.open("Tests/images/pport_g4.tif") as im:
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im = im.convert("L")
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im = im.filter(ImageFilter.GaussianBlur(4))
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im.save(out, compression="tiff_adobe_deflate")
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assert_image_equal_tofile(im, out)
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def test_compressions(self, tmp_path: Path) -> None:
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# Test various tiff compressions and assert similar image content but reduced
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# file sizes.
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im = hopper("RGB")
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out = str(tmp_path / "temp.tif")
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im.save(out)
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size_raw = os.path.getsize(out)
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for compression in ("packbits", "tiff_lzw"):
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im.save(out, compression=compression)
|
|
size_compressed = os.path.getsize(out)
|
|
assert_image_equal_tofile(im, out)
|
|
|
|
im.save(out, compression="jpeg")
|
|
size_jpeg = os.path.getsize(out)
|
|
with Image.open(out) as im2:
|
|
assert_image_similar(im, im2, 30)
|
|
|
|
im.save(out, compression="jpeg", quality=30)
|
|
size_jpeg_30 = os.path.getsize(out)
|
|
assert_image_similar_tofile(im2, out, 30)
|
|
|
|
assert size_raw > size_compressed
|
|
assert size_compressed > size_jpeg
|
|
assert size_jpeg > size_jpeg_30
|
|
|
|
def test_tiff_jpeg_compression(self, tmp_path: Path) -> None:
|
|
im = hopper("RGB")
|
|
out = str(tmp_path / "temp.tif")
|
|
im.save(out, compression="tiff_jpeg")
|
|
|
|
with Image.open(out) as reloaded:
|
|
assert reloaded.info["compression"] == "jpeg"
|
|
|
|
def test_tiff_deflate_compression(self, tmp_path: Path) -> None:
|
|
im = hopper("RGB")
|
|
out = str(tmp_path / "temp.tif")
|
|
im.save(out, compression="tiff_deflate")
|
|
|
|
with Image.open(out) as reloaded:
|
|
assert reloaded.info["compression"] == "tiff_adobe_deflate"
|
|
|
|
def test_quality(self, tmp_path: Path) -> None:
|
|
im = hopper("RGB")
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
with pytest.raises(ValueError):
|
|
im.save(out, compression="tiff_lzw", quality=50)
|
|
with pytest.raises(ValueError):
|
|
im.save(out, compression="jpeg", quality=-1)
|
|
with pytest.raises(ValueError):
|
|
im.save(out, compression="jpeg", quality=101)
|
|
with pytest.raises(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, tmp_path: Path) -> None:
|
|
im = hopper("CMYK")
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
im.save(out, compression="tiff_adobe_deflate")
|
|
assert_image_equal_tofile(im, out)
|
|
|
|
@pytest.mark.parametrize("im", (hopper("P"), Image.new("P", (1, 1), "#000")))
|
|
def test_palette_save(
|
|
self, im: Image.Image, monkeypatch: pytest.MonkeyPatch, tmp_path: Path
|
|
) -> None:
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
|
|
im.save(out)
|
|
|
|
with Image.open(out) as reloaded:
|
|
# colormap/palette tag
|
|
assert len(reloaded.tag_v2[320]) == 768
|
|
|
|
@pytest.mark.parametrize("compression", ("tiff_ccitt", "group3", "group4"))
|
|
def test_bw_compression_w_rgb(self, compression: str, tmp_path: Path) -> None:
|
|
im = hopper("RGB")
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
with pytest.raises(OSError):
|
|
im.save(out, compression=compression)
|
|
|
|
def test_fp_leak(self) -> None:
|
|
im: Image.Image | None = Image.open("Tests/images/hopper_g4_500.tif")
|
|
assert im is not None
|
|
fn = im.fp.fileno()
|
|
|
|
os.fstat(fn)
|
|
im.load() # this should close it.
|
|
with pytest.raises(OSError):
|
|
os.fstat(fn)
|
|
im = None # this should force even more closed.
|
|
with pytest.raises(OSError):
|
|
os.fstat(fn)
|
|
with pytest.raises(OSError):
|
|
os.close(fn)
|
|
|
|
def test_multipage(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
# issue #862
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/multipage.tiff") as im:
|
|
# file is a multipage tiff, 10x10 green, 10x10 red, 20x20 blue
|
|
|
|
im.seek(0)
|
|
assert im.size == (10, 10)
|
|
assert im.convert("RGB").getpixel((0, 0)) == (0, 128, 0)
|
|
assert im.tag.next
|
|
|
|
im.seek(1)
|
|
assert im.size == (10, 10)
|
|
assert im.convert("RGB").getpixel((0, 0)) == (255, 0, 0)
|
|
assert im.tag.next
|
|
|
|
im.seek(2)
|
|
assert not im.tag.next
|
|
assert im.size == (20, 20)
|
|
assert im.convert("RGB").getpixel((0, 0)) == (0, 0, 255)
|
|
|
|
def test_multipage_nframes(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
# issue #862
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/multipage.tiff") as im:
|
|
frames = im.n_frames
|
|
assert frames == 3
|
|
for _ in range(frames):
|
|
im.seek(0)
|
|
# Should not raise ValueError: I/O operation on closed file
|
|
im.load()
|
|
|
|
def test_multipage_seek_backwards(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/multipage.tiff") as im:
|
|
im.seek(1)
|
|
im.load()
|
|
|
|
im.seek(0)
|
|
assert im.convert("RGB").getpixel((0, 0)) == (0, 128, 0)
|
|
|
|
def test__next(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/hopper.tif") as im:
|
|
assert not im.tag.next
|
|
im.load()
|
|
assert not im.tag.next
|
|
|
|
def test_4bit(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
# Arrange
|
|
test_file = "Tests/images/hopper_gray_4bpp.tif"
|
|
original = hopper("L")
|
|
|
|
# Act
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open(test_file) as im:
|
|
|
|
# Assert
|
|
assert im.size == (128, 128)
|
|
assert im.mode == "L"
|
|
assert_image_similar(im, original, 7.3)
|
|
|
|
def test_gray_semibyte_per_pixel(self) -> None:
|
|
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:
|
|
with Image.open(group[0]) as im:
|
|
assert im.size == (128, 128)
|
|
assert im.mode == "L"
|
|
assert_image_similar(im, original, epsilon)
|
|
for file in group[1:]:
|
|
with Image.open(file) as im2:
|
|
assert im2.size == (128, 128)
|
|
assert im2.mode == "L"
|
|
assert_image_equal(im, im2)
|
|
|
|
def test_save_bytesio(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
# PR 1011
|
|
# Test TIFF saving to io.BytesIO() object.
|
|
|
|
monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
|
|
# Generate test image
|
|
pilim = hopper()
|
|
|
|
def save_bytesio(compression: str | None = None) -> None:
|
|
buffer_io = io.BytesIO()
|
|
pilim.save(buffer_io, format="tiff", compression=compression)
|
|
buffer_io.seek(0)
|
|
|
|
assert_image_similar_tofile(pilim, buffer_io, 0)
|
|
|
|
save_bytesio()
|
|
save_bytesio("raw")
|
|
save_bytesio("packbits")
|
|
save_bytesio("tiff_lzw")
|
|
|
|
def test_save_ycbcr(self, tmp_path: Path) -> None:
|
|
im = hopper("YCbCr")
|
|
outfile = str(tmp_path / "temp.tif")
|
|
im.save(outfile, compression="jpeg")
|
|
|
|
with Image.open(outfile) as reloaded:
|
|
assert reloaded.tag_v2[530] == (1, 1)
|
|
assert reloaded.tag_v2[532] == (0, 255, 128, 255, 128, 255)
|
|
|
|
def test_exif_ifd(self, tmp_path: Path) -> None:
|
|
outfile = str(tmp_path / "temp.tif")
|
|
with Image.open("Tests/images/tiff_adobe_deflate.tif") as im:
|
|
assert im.tag_v2[34665] == 125456
|
|
im.save(outfile)
|
|
|
|
with Image.open(outfile) as reloaded:
|
|
if Image.core.libtiff_support_custom_tags:
|
|
assert reloaded.tag_v2[34665] == 125456
|
|
|
|
def test_crashing_metadata(
|
|
self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path
|
|
) -> None:
|
|
# issue 1597
|
|
with Image.open("Tests/images/rdf.tif") as im:
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
|
|
# this shouldn't crash
|
|
im.save(out, format="TIFF")
|
|
|
|
def test_page_number_x_0(self, tmp_path: Path) -> None:
|
|
# 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 = str(tmp_path / "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"
|
|
with Image.open(infile) as im:
|
|
# Should not divide by zero
|
|
im.save(outfile)
|
|
|
|
def test_fd_duplication(self, tmp_path: Path) -> None:
|
|
# https://github.com/python-pillow/Pillow/issues/1651
|
|
|
|
tmpfile = str(tmp_path / "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)
|
|
assert isinstance(im, TiffImagePlugin.TiffImageFile)
|
|
im.n_frames
|
|
im.close()
|
|
# Should not raise PermissionError.
|
|
os.remove(tmpfile)
|
|
|
|
def test_read_icc(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
with Image.open("Tests/images/hopper.iccprofile.tif") as img:
|
|
icc = img.info.get("icc_profile")
|
|
assert icc is not None
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/hopper.iccprofile.tif") as img:
|
|
icc_libtiff = img.info.get("icc_profile")
|
|
assert icc_libtiff is not None
|
|
assert icc == icc_libtiff
|
|
|
|
@pytest.mark.parametrize(
|
|
"libtiff",
|
|
(
|
|
pytest.param(
|
|
True,
|
|
marks=pytest.mark.skipif(
|
|
not getattr(Image.core, "libtiff_support_custom_tags", False),
|
|
reason="Custom tags not supported by older libtiff",
|
|
),
|
|
),
|
|
False,
|
|
),
|
|
)
|
|
def test_write_icc(
|
|
self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path, libtiff: bool
|
|
) -> None:
|
|
monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", libtiff)
|
|
|
|
with Image.open("Tests/images/hopper.iccprofile.tif") as img:
|
|
icc_profile = img.info["icc_profile"]
|
|
|
|
out = str(tmp_path / "temp.tif")
|
|
img.save(out, icc_profile=icc_profile)
|
|
with Image.open(out) as reloaded:
|
|
assert icc_profile == reloaded.info["icc_profile"]
|
|
|
|
def test_multipage_compression(self) -> None:
|
|
with Image.open("Tests/images/compression.tif") as im:
|
|
im.seek(0)
|
|
assert im._compression == "tiff_ccitt"
|
|
assert im.size == (10, 10)
|
|
|
|
im.seek(1)
|
|
assert im._compression == "packbits"
|
|
assert im.size == (10, 10)
|
|
im.load()
|
|
|
|
im.seek(0)
|
|
assert im._compression == "tiff_ccitt"
|
|
assert im.size == (10, 10)
|
|
im.load()
|
|
|
|
def test_save_tiff_with_jpegtables(self, tmp_path: Path) -> None:
|
|
# Arrange
|
|
outfile = str(tmp_path / "temp.tif")
|
|
|
|
# Created with ImageMagick: convert hopper.jpg hopper_jpg.tif
|
|
# Contains JPEGTables (347) tag
|
|
infile = "Tests/images/hopper_jpg.tif"
|
|
with Image.open(infile) as im:
|
|
# Act / Assert
|
|
# Should not raise UnicodeDecodeError or anything else
|
|
im.save(outfile)
|
|
|
|
def test_16bit_RGB_tiff(self) -> None:
|
|
with Image.open("Tests/images/tiff_16bit_RGB.tiff") as im:
|
|
assert im.mode == "RGB"
|
|
assert im.size == (100, 40)
|
|
assert im.tile, [
|
|
(
|
|
"libtiff",
|
|
(0, 0, 100, 40),
|
|
0,
|
|
("RGB;16N", "tiff_adobe_deflate", False, 8),
|
|
)
|
|
]
|
|
im.load()
|
|
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGB_target.png")
|
|
|
|
def test_16bit_RGBa_tiff(self) -> None:
|
|
with Image.open("Tests/images/tiff_16bit_RGBa.tiff") as im:
|
|
assert im.mode == "RGBA"
|
|
assert im.size == (100, 40)
|
|
assert im.tile, [
|
|
("libtiff", (0, 0, 100, 40), 0, ("RGBa;16N", "tiff_lzw", False, 38236))
|
|
]
|
|
im.load()
|
|
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGBa_target.png")
|
|
|
|
@skip_unless_feature("jpg")
|
|
def test_gimp_tiff(self) -> None:
|
|
# Read TIFF JPEG images from GIMP [@PIL168]
|
|
filename = "Tests/images/pil168.tif"
|
|
with Image.open(filename) as im:
|
|
assert im.mode == "RGB"
|
|
assert im.size == (256, 256)
|
|
assert im.tile == [
|
|
("libtiff", (0, 0, 256, 256), 0, ("RGB", "jpeg", False, 5122))
|
|
]
|
|
im.load()
|
|
|
|
assert_image_equal_tofile(im, "Tests/images/pil168.png")
|
|
|
|
def test_sampleformat(self) -> None:
|
|
# https://github.com/python-pillow/Pillow/issues/1466
|
|
with Image.open("Tests/images/copyleft.tiff") as im:
|
|
assert im.mode == "RGB"
|
|
|
|
assert_image_equal_tofile(im, "Tests/images/copyleft.png", mode="RGB")
|
|
|
|
def test_sampleformat_write(
|
|
self, monkeypatch: pytest.MonkeyPatch, tmp_path: Path
|
|
) -> None:
|
|
im = Image.new("F", (1, 1))
|
|
out = str(tmp_path / "temp.tif")
|
|
monkeypatch.setattr(TiffImagePlugin, "WRITE_LIBTIFF", True)
|
|
im.save(out)
|
|
|
|
with Image.open(out) as reloaded:
|
|
assert reloaded.mode == "F"
|
|
assert reloaded.getexif()[SAMPLEFORMAT] == 3
|
|
|
|
def test_lzma(self, capfd: pytest.CaptureFixture[str]) -> None:
|
|
try:
|
|
with Image.open("Tests/images/hopper_lzma.tif") as im:
|
|
assert im.mode == "RGB"
|
|
assert im.size == (128, 128)
|
|
assert im.format == "TIFF"
|
|
im2 = hopper()
|
|
assert_image_similar(im, im2, 5)
|
|
except OSError:
|
|
captured = capfd.readouterr()
|
|
if "LZMA compression support is not configured" in captured.err:
|
|
pytest.skip("LZMA compression support is not configured")
|
|
sys.stdout.write(captured.out)
|
|
sys.stderr.write(captured.err)
|
|
raise
|
|
|
|
def test_webp(self, capfd: pytest.CaptureFixture[str]) -> None:
|
|
try:
|
|
with Image.open("Tests/images/hopper_webp.tif") as im:
|
|
assert im.mode == "RGB"
|
|
assert im.size == (128, 128)
|
|
assert im.format == "TIFF"
|
|
assert_image_similar_tofile(im, "Tests/images/hopper_webp.png", 1)
|
|
except OSError:
|
|
captured = capfd.readouterr()
|
|
if "WEBP compression support is not configured" in captured.err:
|
|
pytest.skip("WEBP compression support is not configured")
|
|
if (
|
|
"Compression scheme 50001 strip decoding is not implemented"
|
|
in captured.err
|
|
):
|
|
pytest.skip(
|
|
"Compression scheme 50001 strip decoding is not implemented"
|
|
)
|
|
sys.stdout.write(captured.out)
|
|
sys.stderr.write(captured.err)
|
|
raise
|
|
|
|
def test_lzw(self) -> None:
|
|
with Image.open("Tests/images/hopper_lzw.tif") as im:
|
|
assert im.mode == "RGB"
|
|
assert im.size == (128, 128)
|
|
assert im.format == "TIFF"
|
|
im2 = hopper()
|
|
assert_image_similar(im, im2, 5)
|
|
|
|
def test_strip_cmyk_jpeg(self) -> None:
|
|
infile = "Tests/images/tiff_strip_cmyk_jpeg.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5)
|
|
|
|
def test_strip_cmyk_16l_jpeg(self) -> None:
|
|
infile = "Tests/images/tiff_strip_cmyk_16l_jpeg.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5)
|
|
|
|
@mark_if_feature_version(
|
|
pytest.mark.valgrind_known_error, "libjpeg_turbo", "2.0", reason="Known Failing"
|
|
)
|
|
def test_strip_ycbcr_jpeg_2x2_sampling(self) -> None:
|
|
infile = "Tests/images/tiff_strip_ycbcr_jpeg_2x2_sampling.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/flower.jpg", 1.2)
|
|
|
|
@mark_if_feature_version(
|
|
pytest.mark.valgrind_known_error, "libjpeg_turbo", "2.0", reason="Known Failing"
|
|
)
|
|
def test_strip_ycbcr_jpeg_1x1_sampling(self) -> None:
|
|
infile = "Tests/images/tiff_strip_ycbcr_jpeg_1x1_sampling.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/flower2.jpg", 0.01)
|
|
|
|
def test_tiled_cmyk_jpeg(self) -> None:
|
|
infile = "Tests/images/tiff_tiled_cmyk_jpeg.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/pil_sample_cmyk.jpg", 0.5)
|
|
|
|
@mark_if_feature_version(
|
|
pytest.mark.valgrind_known_error, "libjpeg_turbo", "2.0", reason="Known Failing"
|
|
)
|
|
def test_tiled_ycbcr_jpeg_1x1_sampling(self) -> None:
|
|
infile = "Tests/images/tiff_tiled_ycbcr_jpeg_1x1_sampling.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/flower2.jpg", 0.01)
|
|
|
|
@mark_if_feature_version(
|
|
pytest.mark.valgrind_known_error, "libjpeg_turbo", "2.0", reason="Known Failing"
|
|
)
|
|
def test_tiled_ycbcr_jpeg_2x2_sampling(self) -> None:
|
|
infile = "Tests/images/tiff_tiled_ycbcr_jpeg_2x2_sampling.tif"
|
|
with Image.open(infile) as im:
|
|
assert_image_similar_tofile(im, "Tests/images/flower.jpg", 1.5)
|
|
|
|
def test_strip_planar_rgb(self) -> None:
|
|
# gdal_translate -co TILED=no -co INTERLEAVE=BAND -co COMPRESS=LZW \
|
|
# tiff_strip_raw.tif tiff_strip_planar_lzw.tiff
|
|
infile = "Tests/images/tiff_strip_planar_lzw.tiff"
|
|
with Image.open(infile) as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_adobe_deflate.png")
|
|
|
|
def test_tiled_planar_rgb(self) -> None:
|
|
# gdal_translate -co TILED=yes -co INTERLEAVE=BAND -co COMPRESS=LZW \
|
|
# tiff_tiled_raw.tif tiff_tiled_planar_lzw.tiff
|
|
infile = "Tests/images/tiff_tiled_planar_lzw.tiff"
|
|
with Image.open(infile) as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_adobe_deflate.png")
|
|
|
|
def test_tiled_planar_16bit_RGB(self) -> None:
|
|
# gdal_translate -co TILED=yes -co INTERLEAVE=BAND -co COMPRESS=LZW \
|
|
# tiff_16bit_RGB.tiff tiff_tiled_planar_16bit_RGB.tiff
|
|
with Image.open("Tests/images/tiff_tiled_planar_16bit_RGB.tiff") as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGB_target.png")
|
|
|
|
def test_strip_planar_16bit_RGB(self) -> None:
|
|
# gdal_translate -co TILED=no -co INTERLEAVE=BAND -co COMPRESS=LZW \
|
|
# tiff_16bit_RGB.tiff tiff_strip_planar_16bit_RGB.tiff
|
|
with Image.open("Tests/images/tiff_strip_planar_16bit_RGB.tiff") as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGB_target.png")
|
|
|
|
def test_tiled_planar_16bit_RGBa(self) -> None:
|
|
# gdal_translate -co TILED=yes \
|
|
# -co INTERLEAVE=BAND -co COMPRESS=LZW -co ALPHA=PREMULTIPLIED \
|
|
# tiff_16bit_RGBa.tiff tiff_tiled_planar_16bit_RGBa.tiff
|
|
with Image.open("Tests/images/tiff_tiled_planar_16bit_RGBa.tiff") as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGBa_target.png")
|
|
|
|
def test_strip_planar_16bit_RGBa(self) -> None:
|
|
# gdal_translate -co TILED=no \
|
|
# -co INTERLEAVE=BAND -co COMPRESS=LZW -co ALPHA=PREMULTIPLIED \
|
|
# tiff_16bit_RGBa.tiff tiff_strip_planar_16bit_RGBa.tiff
|
|
with Image.open("Tests/images/tiff_strip_planar_16bit_RGBa.tiff") as im:
|
|
assert_image_equal_tofile(im, "Tests/images/tiff_16bit_RGBa_target.png")
|
|
|
|
@pytest.mark.parametrize("compression", (None, "jpeg"))
|
|
def test_block_tile_tags(self, compression: str | None, tmp_path: Path) -> None:
|
|
im = hopper()
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
tags = {
|
|
TiffImagePlugin.TILEWIDTH: 256,
|
|
TiffImagePlugin.TILELENGTH: 256,
|
|
TiffImagePlugin.TILEOFFSETS: 256,
|
|
TiffImagePlugin.TILEBYTECOUNTS: 256,
|
|
}
|
|
im.save(out, exif=tags, compression=compression)
|
|
|
|
with Image.open(out) as reloaded:
|
|
for tag in tags:
|
|
assert tag not in reloaded.getexif()
|
|
|
|
def test_old_style_jpeg(self) -> None:
|
|
with Image.open("Tests/images/old-style-jpeg-compression.tif") as im:
|
|
assert_image_equal_tofile(im, "Tests/images/old-style-jpeg-compression.png")
|
|
|
|
def test_open_missing_samplesperpixel(self) -> None:
|
|
with Image.open(
|
|
"Tests/images/old-style-jpeg-compression-no-samplesperpixel.tif"
|
|
) as im:
|
|
assert_image_equal_tofile(im, "Tests/images/old-style-jpeg-compression.png")
|
|
|
|
@pytest.mark.parametrize(
|
|
"file_name, mode, size, tile",
|
|
[
|
|
(
|
|
"tiff_wrong_bits_per_sample.tiff",
|
|
"RGBA",
|
|
(52, 53),
|
|
[("raw", (0, 0, 52, 53), 160, ("RGBA", 0, 1))],
|
|
),
|
|
(
|
|
"tiff_wrong_bits_per_sample_2.tiff",
|
|
"RGB",
|
|
(16, 16),
|
|
[("raw", (0, 0, 16, 16), 8, ("RGB", 0, 1))],
|
|
),
|
|
(
|
|
"tiff_wrong_bits_per_sample_3.tiff",
|
|
"RGBA",
|
|
(512, 256),
|
|
[("libtiff", (0, 0, 512, 256), 0, ("RGBA", "tiff_lzw", False, 48782))],
|
|
),
|
|
],
|
|
)
|
|
def test_wrong_bits_per_sample(
|
|
self, file_name: str, mode: str, size: tuple[int, int], tile
|
|
) -> None:
|
|
with Image.open("Tests/images/" + file_name) as im:
|
|
assert im.mode == mode
|
|
assert im.size == size
|
|
assert im.tile == tile
|
|
im.load()
|
|
|
|
def test_no_rows_per_strip(self) -> None:
|
|
# This image does not have a RowsPerStrip TIFF tag
|
|
infile = "Tests/images/no_rows_per_strip.tif"
|
|
with Image.open(infile) as im:
|
|
im.load()
|
|
assert im.size == (950, 975)
|
|
|
|
def test_orientation(self) -> None:
|
|
with Image.open("Tests/images/g4_orientation_1.tif") as base_im:
|
|
for i in range(2, 9):
|
|
with Image.open("Tests/images/g4_orientation_" + str(i) + ".tif") as im:
|
|
assert 274 in im.tag_v2
|
|
|
|
im.load()
|
|
assert 274 not in im.tag_v2
|
|
|
|
assert_image_similar(base_im, im, 0.7)
|
|
|
|
def test_exif_transpose(self) -> None:
|
|
with Image.open("Tests/images/g4_orientation_1.tif") as base_im:
|
|
for i in range(2, 9):
|
|
with Image.open("Tests/images/g4_orientation_" + str(i) + ".tif") as im:
|
|
im = ImageOps.exif_transpose(im)
|
|
|
|
assert_image_similar(base_im, im, 0.7)
|
|
|
|
@pytest.mark.valgrind_known_error(reason="Backtrace in Python Core")
|
|
def test_sampleformat_not_corrupted(self) -> None:
|
|
# Assert that a TIFF image with SampleFormat=UINT tag is not corrupted
|
|
# when saving to a new file.
|
|
# Pillow 6.0 fails with "OSError: cannot identify image file".
|
|
tiff = io.BytesIO(
|
|
base64.b64decode(
|
|
b"SUkqAAgAAAAPAP4ABAABAAAAAAAAAAABBAABAAAAAQAAAAEBBAABAAAAAQAA"
|
|
b"AAIBAwADAAAAwgAAAAMBAwABAAAACAAAAAYBAwABAAAAAgAAABEBBAABAAAA"
|
|
b"4AAAABUBAwABAAAAAwAAABYBBAABAAAAAQAAABcBBAABAAAACwAAABoBBQAB"
|
|
b"AAAAyAAAABsBBQABAAAA0AAAABwBAwABAAAAAQAAACgBAwABAAAAAQAAAFMB"
|
|
b"AwADAAAA2AAAAAAAAAAIAAgACAABAAAAAQAAAAEAAAABAAAAAQABAAEAAAB4"
|
|
b"nGNgYAAAAAMAAQ=="
|
|
)
|
|
)
|
|
out = io.BytesIO()
|
|
with Image.open(tiff) as im:
|
|
im.save(out, format="tiff")
|
|
out.seek(0)
|
|
with Image.open(out) as im:
|
|
im.load()
|
|
|
|
def test_realloc_overflow(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
monkeypatch.setattr(TiffImagePlugin, "READ_LIBTIFF", True)
|
|
with Image.open("Tests/images/tiff_overflow_rows_per_strip.tif") as im:
|
|
with pytest.raises(OSError) as e:
|
|
im.load()
|
|
|
|
# Assert that the error code is IMAGING_CODEC_MEMORY
|
|
assert str(e.value) == "-9"
|
|
|
|
@pytest.mark.parametrize("compression", ("tiff_adobe_deflate", "jpeg"))
|
|
def test_save_multistrip(self, compression: str, tmp_path: Path) -> None:
|
|
im = hopper("RGB").resize((256, 256))
|
|
out = str(tmp_path / "temp.tif")
|
|
im.save(out, compression=compression)
|
|
|
|
with Image.open(out) as im:
|
|
# Assert that there are multiple strips
|
|
assert isinstance(im, TiffImagePlugin.TiffImageFile)
|
|
assert len(im.tag_v2[STRIPOFFSETS]) > 1
|
|
|
|
@pytest.mark.parametrize("argument", (True, False))
|
|
def test_save_single_strip(self, argument: bool, tmp_path: Path) -> None:
|
|
im = hopper("RGB").resize((256, 256))
|
|
out = str(tmp_path / "temp.tif")
|
|
|
|
if not argument:
|
|
TiffImagePlugin.STRIP_SIZE = 2**18
|
|
try:
|
|
arguments: dict[str, str | int] = {"compression": "tiff_adobe_deflate"}
|
|
if argument:
|
|
arguments["strip_size"] = 2**18
|
|
im.save(out, **arguments)
|
|
|
|
with Image.open(out) as im:
|
|
assert isinstance(im, TiffImagePlugin.TiffImageFile)
|
|
assert len(im.tag_v2[STRIPOFFSETS]) == 1
|
|
finally:
|
|
TiffImagePlugin.STRIP_SIZE = 65536
|
|
|
|
@pytest.mark.parametrize("compression", ("tiff_adobe_deflate", None))
|
|
def test_save_zero(self, compression: str | None, tmp_path: Path) -> None:
|
|
im = Image.new("RGB", (0, 0))
|
|
out = str(tmp_path / "temp.tif")
|
|
with pytest.raises(SystemError):
|
|
im.save(out, compression=compression)
|
|
|
|
def test_save_many_compressed(self, tmp_path: Path) -> None:
|
|
im = hopper()
|
|
out = str(tmp_path / "temp.tif")
|
|
for _ in range(10000):
|
|
im.save(out, compression="jpeg")
|
|
|
|
@pytest.mark.parametrize(
|
|
"path, sizes",
|
|
(
|
|
("Tests/images/hopper.tif", ()),
|
|
("Tests/images/child_ifd.tiff", (16, 8)),
|
|
("Tests/images/child_ifd_jpeg.tiff", (20,)),
|
|
),
|
|
)
|
|
def test_get_child_images(self, path: str, sizes: tuple[int, ...]) -> None:
|
|
with Image.open(path) as im:
|
|
ims = im.get_child_images()
|
|
|
|
assert len(ims) == len(sizes)
|
|
for i, im in enumerate(ims):
|
|
w = sizes[i]
|
|
expected = Image.new("RGB", (w, w), "#f00")
|
|
assert_image_similar(im, expected, 1)
|