If you are using Django Rest Framework with python 3.x, this might of use:
First define function to compress and resize image
def compress_image(photo):
# start compressing image
image_temporary = Image.open(photo)
output_io_stream = BytesIO()
# set here resize
image_temporary.thumbnail((1250, 1250), Image.ANTIALIAS)
# change orientation if necessary
for orientation in ExifTags.TAGS.keys():
if ExifTags.TAGS[orientation] == 'Orientation':
break
exif = dict(image_temporary._getexif().items())
# noinspection PyUnboundLocalVariable
if exif.get(orientation) == 3:
image_temporary = image_temporary.rotate(180, expand=True)
elif exif.get(orientation) == 6:
image_temporary = image_temporary.rotate(270, expand=True)
elif exif.get(orientation) == 8:
image_temporary = image_temporary.rotate(90, expand=True)
# saving output
image_temporary.save(output_io_stream, format='JPEG', quality=75, optimize=True, progressive=True)
output_io_stream.seek(0)
photo = InMemoryUploadedFile(output_io_stream, 'ImageField', "%s.jpg" % photo.name.split('.')[0],
'image/jpeg', getsizeof(output_io_stream), None)
return photo
Second, now you can use the function in Serializers:
class SomeSerializer(serializers.ModelSerializer):
def update(self, instance, validated_data):
# сжимаем рисунок
if 'photo' in validated_data:
validated_data.update({'photo': compress_image(validated_data['photo'])})
return super(SomeSerializer, self).update(instance, validated_data)
def create(self, validated_data):
# сжимаем рисунок
if 'photo' in validated_data:
validated_data.update({'photo': compress_image(validated_data['photo'])})
return super(SomeSerializer, self).create(validated_data)