1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
|
# Copyright 2014-2016 OpenMarket Ltd
# Copyright 2020-2021 The Matrix.org Foundation C.I.C.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import logging
from io import BytesIO
from types import TracebackType
from typing import Optional, Tuple, Type
from PIL import Image
logger = logging.getLogger(__name__)
EXIF_ORIENTATION_TAG = 0x0112
EXIF_TRANSPOSE_MAPPINGS = {
2: Image.FLIP_LEFT_RIGHT,
3: Image.ROTATE_180,
4: Image.FLIP_TOP_BOTTOM,
5: Image.TRANSPOSE,
6: Image.ROTATE_270,
7: Image.TRANSVERSE,
8: Image.ROTATE_90,
}
class ThumbnailError(Exception):
"""An error occurred generating a thumbnail."""
class Thumbnailer:
FORMATS = {"image/jpeg": "JPEG", "image/png": "PNG"}
@staticmethod
def set_limits(max_image_pixels: int) -> None:
Image.MAX_IMAGE_PIXELS = max_image_pixels
def __init__(self, input_path: str):
# Have we closed the image?
self._closed = False
try:
self.image = Image.open(input_path)
except OSError as e:
# If an error occurs opening the image, a thumbnail won't be able to
# be generated.
raise ThumbnailError from e
except Image.DecompressionBombError as e:
# If an image decompression bomb error occurs opening the image,
# then the image exceeds the pixel limit and a thumbnail won't
# be able to be generated.
raise ThumbnailError from e
self.width, self.height = self.image.size
self.transpose_method = None
try:
# We don't use ImageOps.exif_transpose since it crashes with big EXIF
#
# Ignore safety: Pillow seems to acknowledge that this method is
# "private, experimental, but generally widely used". Pillow 6
# includes a public getexif() method (no underscore) that we might
# consider using instead when we can bump that dependency.
#
# At the time of writing, Debian buster (currently oldstable)
# provides version 5.4.1. It's expected to EOL in mid-2022, see
# https://wiki.debian.org/DebianReleases#Production_Releases
image_exif = self.image._getexif() # type: ignore
if image_exif is not None:
image_orientation = image_exif.get(EXIF_ORIENTATION_TAG)
assert isinstance(image_orientation, int)
self.transpose_method = EXIF_TRANSPOSE_MAPPINGS.get(image_orientation)
except Exception as e:
# A lot of parsing errors can happen when parsing EXIF
logger.info("Error parsing image EXIF information: %s", e)
def transpose(self) -> Tuple[int, int]:
"""Transpose the image using its EXIF Orientation tag
Returns:
A tuple containing the new image size in pixels as (width, height).
"""
if self.transpose_method is not None:
# Safety: `transpose` takes an int rather than e.g. an IntEnum.
# self.transpose_method is set above to be a value in
# EXIF_TRANSPOSE_MAPPINGS, and that only contains correct values.
with self.image:
self.image = self.image.transpose(self.transpose_method) # type: ignore[arg-type]
self.width, self.height = self.image.size
self.transpose_method = None
# We don't need EXIF any more
self.image.info["exif"] = None
return self.image.size
def aspect(self, max_width: int, max_height: int) -> Tuple[int, int]:
"""Calculate the largest size that preserves aspect ratio which
fits within the given rectangle::
(w_in / h_in) = (w_out / h_out)
w_out = max(min(w_max, h_max * (w_in / h_in)), 1)
h_out = max(min(h_max, w_max * (h_in / w_in)), 1)
Args:
max_width: The largest possible width.
max_height: The largest possible height.
"""
if max_width * self.height < max_height * self.width:
return max_width, max((max_width * self.height) // self.width, 1)
else:
return max((max_height * self.width) // self.height, 1), max_height
def _resize(self, width: int, height: int) -> Image.Image:
# 1-bit or 8-bit color palette images need converting to RGB
# otherwise they will be scaled using nearest neighbour which
# looks awful.
#
# If the image has transparency, use RGBA instead.
if self.image.mode in ["1", "L", "P"]:
if self.image.info.get("transparency", None) is not None:
with self.image:
self.image = self.image.convert("RGBA")
else:
with self.image:
self.image = self.image.convert("RGB")
return self.image.resize((width, height), Image.ANTIALIAS)
def scale(self, width: int, height: int, output_type: str) -> BytesIO:
"""Rescales the image to the given dimensions.
Returns:
BytesIO: the bytes of the encoded image ready to be written to disk
"""
with self._resize(width, height) as scaled:
return self._encode_image(scaled, output_type)
def crop(self, width: int, height: int, output_type: str) -> BytesIO:
"""Rescales and crops the image to the given dimensions preserving
aspect::
(w_in / h_in) = (w_scaled / h_scaled)
w_scaled = max(w_out, h_out * (w_in / h_in))
h_scaled = max(h_out, w_out * (h_in / w_in))
Args:
max_width: The largest possible width.
max_height: The largest possible height.
Returns:
BytesIO: the bytes of the encoded image ready to be written to disk
"""
if width * self.height > height * self.width:
scaled_width = width
scaled_height = (width * self.height) // self.width
crop_top = (scaled_height - height) // 2
crop_bottom = height + crop_top
crop = (0, crop_top, width, crop_bottom)
else:
scaled_width = (height * self.width) // self.height
scaled_height = height
crop_left = (scaled_width - width) // 2
crop_right = width + crop_left
crop = (crop_left, 0, crop_right, height)
with self._resize(scaled_width, scaled_height) as scaled_image:
with scaled_image.crop(crop) as cropped:
return self._encode_image(cropped, output_type)
def _encode_image(self, output_image: Image.Image, output_type: str) -> BytesIO:
output_bytes_io = BytesIO()
fmt = self.FORMATS[output_type]
if fmt == "JPEG":
output_image = output_image.convert("RGB")
output_image.save(output_bytes_io, fmt, quality=80)
return output_bytes_io
def close(self) -> None:
"""Closes the underlying image file.
Once closed no other functions can be called.
Can be called multiple times.
"""
if self._closed:
return
self._closed = True
# Since we run this on the finalizer then we need to handle `__init__`
# raising an exception before it can define `self.image`.
image = getattr(self, "image", None)
if image is None:
return
image.close()
def __enter__(self) -> "Thumbnailer":
"""Make `Thumbnailer` a context manager that calls `close` on
`__exit__`.
"""
return self
def __exit__(
self,
type: Optional[Type[BaseException]],
value: Optional[BaseException],
traceback: Optional[TracebackType],
) -> None:
self.close()
def __del__(self) -> None:
# Make sure we actually do close the image, rather than leak data.
self.close()
|
