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utils.py
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utils.py
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from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
from __future__ import unicode_literals
import hashlib
import os
from PIL import Image as pil
from functools import lru_cache
import six
from six import StringIO, BytesIO
from image import settings
from image.settings import IMAGE_DEFAULT_QUALITY, IMAGE_DEFAULT_FORMAT
from image.storage import MEDIA_STORAGE, STATIC_STORAGE, IMAGE_CACHE_STORAGE
INTERNAL_CACHE_ROOT = "%s/_internal/" % settings.IMAGE_CACHE_ROOT
ALPHA_FORMATS = ["PNG"]
def power_to_rgb(value):
if value <= 0.0031308:
value *= 12.92
else:
value = 1.055 * pow(value, 0.416666666667) - 0.055
return round(value * 255.0)
def rgb_to_power(value):
value = float(value) / 255.0
if value <= 0.04045:
value /= 12.92
else:
value = pow((value + 0.055) / 1.055, 2.4)
return value
def add_rgba_to_pixel(pixel, rgba, x_ammount, x_displacement):
a = rgba[3]
pa = pixel[3]
if a == 1.0 and pa == 1.0:
total_ammount = x_ammount + x_displacement
rgba_ammount = x_ammount / total_ammount
pixel_ammount = x_displacement / total_ammount
return (
pixel[0] * pixel_ammount + rgba[0] * rgba_ammount,
pixel[1] * pixel_ammount + rgba[1] * rgba_ammount,
pixel[2] * pixel_ammount + rgba[2] * rgba_ammount,
pa * pixel_ammount + a * rgba_ammount,
)
else:
total_ammount = x_ammount + x_displacement
rgba_ammount = x_ammount / total_ammount
# rgba_ammount_alpha = rgba_ammount * a
pixel_ammount = x_displacement / total_ammount
# pixel_ammount_alpha = pixel_ammount * pa
return (
pixel[0] * pixel_ammount + rgba[0] * rgba_ammount,
pixel[1] * pixel_ammount + rgba[1] * rgba_ammount,
pixel[2] * pixel_ammount + rgba[2] * rgba_ammount,
pa * pixel_ammount + a * rgba_ammount,
)
def resizeScale(img, width, height, force):
src_width, src_height = img.size
src_ratio = float(src_width) / float(src_height)
if force:
max_width = width
max_height = height
else:
max_width = min(width, src_width)
max_height = min(height, src_height)
dst_width = max_width
dst_height = dst_width / src_ratio
if dst_height > max_height:
dst_height = max_height
dst_width = dst_height * src_ratio
# img_width, img_height = img.size
img = img.resize((int(dst_width), int(dst_height)), pil.ANTIALIAS)
return img
def resizeCrop(img, width, height, center, force):
"""
# Esto no hace nada perceptible
RATIO = 2
while img.size[0] / RATIO > width or img.size[1] / RATIO > height:
img = img.resize((int(img.size[0]/RATIO), int(img.size[1]/RATIO)), pil.ANTIALIAS)
"""
max_width = width
max_height = height
if not force:
img.thumbnail((max_width, max_height), pil.ANTIALIAS)
else:
src_width, src_height = img.size
src_ratio = float(src_width) / float(src_height)
dst_width, dst_height = max_width, max_height
dst_ratio = float(dst_width) / float(dst_height)
if dst_ratio < src_ratio:
crop_height = src_height
crop_width = crop_height * dst_ratio
x_offset = float(src_width - crop_width) / 2
y_offset = 0
else:
crop_width = src_width
crop_height = crop_width / dst_ratio
x_offset = 0
y_offset = float(src_height - crop_height) / 2
center_x, center_y = center.split(',')
center_x = float(center_x)
center_y = float(center_y)
x_offset = min(
max(0, center_x * src_width - crop_width / 2),
src_width - crop_width
)
y_offset = min(
max(0, center_y * src_height - crop_height / 2),
src_height - crop_height
)
img = img.crop(
(int(x_offset), int(y_offset), int(x_offset) + int(crop_width), int(y_offset) + int(crop_height)))
img = img.resize((int(dst_width), int(dst_height)), pil.ANTIALIAS)
return img
def do_tint(img, tint):
if not tint or tint == 'None':
return
if img.mode != "RGBA":
img = img.convert("RGBA")
try:
tint_red = float(int("0x%s" % tint[0:2], 16)) / 255.0
except ValueError:
tint_red = 1.0
try:
tint_green = float(int("0x%s" % tint[2:4], 16)) / 255.0
except ValueError:
tint_green = 1.0
try:
tint_blue = float(int("0x%s" % tint[4:6], 16)) / 255.0
except ValueError:
tint_blue = 1.0
try:
tint_alpha = float(int("0x%s" % tint[6:8], 16)) / 255.0
except ValueError:
tint_alpha = 1.0
try:
intensity = float(int("0x%s" % tint[8:10], 16))
except ValueError:
intensity = 255.0
if intensity > 0.0 and (tint_red != 1.0 or tint_green != 1.0 or tint_blue != 1.0 or tint_alpha != 1.0):
# Only tint if the color provided is not ffffffff, because that equals no tint
pixels = img.load()
if intensity == 255.0:
for y in range(img.size[1]):
for x in range(img.size[0]):
data = pixels[x, y]
pixels[x, y] = (
int(float(data[0]) * tint_red),
int(float(data[1]) * tint_green),
int(float(data[2]) * tint_blue),
int(float(data[3]) * tint_alpha),
)
else:
intensity = intensity / 255.0
intensity_inv = 1 - intensity
tint_red *= intensity
tint_green *= intensity
tint_blue *= intensity
tint_alpha *= intensity
for y in range(img.size[1]):
for x in range(img.size[0]):
data = pixels[x, y]
pixels[x, y] = (
int(float(data[0]) * intensity_inv + float(data[0]) * tint_red),
int(float(data[1]) * intensity_inv + float(data[1]) * tint_green),
int(float(data[2]) * intensity_inv + float(data[2]) * tint_blue),
int(float(data[3]) * intensity_inv + float(data[3]) * tint_alpha),
)
def do_grayscale(img):
return img.convert('LA').convert('RGBA')
def do_paste(img, overlay, position):
if overlay.mode != 'RGBA':
overlay = overlay.convert('RGBA')
# img.paste(overlay, position, overlay)
# return img
overlay_full = pil.new('RGBA', img.size, color=(255, 255, 255, 0))
overlay_full.paste(overlay, position)
# img.paste(overlay_full, (0,0), overlay_full)
# return img
return pil.alpha_composite(img, overlay_full)
# overlay_pixels = overlay.load()
# img_pixels = img.load()
# overlay_width, overlay_height = overlay.size
# x_offset, y_offset = position
#
# for y in range(min(overlay_height, img.size[1] - y_offset)):
# for x in range(min(overlay_width, img.size[0] - x_offset)):
# img_pixel = img_pixels[x + x_offset, y + y_offset]
# overlay_pixel = overlay_pixels[x, y]
# ia = img_pixel[3]
# oa = overlay_pixel[3]
# if oa == 0:
# # overlay is transparent, nothing to do
# continue
# elif oa == 255:
# # overlay is opaque, ignore img pixel
# new_pixel = overlay_pixel
# elif ia == 0:
# # image pixel is 100% transparent, only overlay matters
# new_pixel = overlay_pixel
# elif ia == 255:
# # simpler math
# oa = float(oa) / 255.0
# oa1 = 1.0 - oa
# new_pixel = (
# int(power_to_rgb( rgb_to_power(img_pixel[0]) * oa1 + rgb_to_power(overlay_pixel[0]) * oa )),
# int(power_to_rgb( rgb_to_power(img_pixel[1]) * oa1 + rgb_to_power(overlay_pixel[1]) * oa )),
# int(power_to_rgb( rgb_to_power(img_pixel[2]) * oa1 + rgb_to_power(overlay_pixel[2]) * oa )),
# 255,
# )
# else:
# # complex math
# oa = float(oa) / 255.0
# ia = float(ia) / 255.0
# oa1 = 1 - oa
# #total_alpha_percent = oa + ia
# overlay_percent = oa
# image_percent = ia * oa1
#
# new_pixel = (
# int(power_to_rgb( rgb_to_power(img_pixel[0]) * image_percent + rgb_to_power(overlay_pixel[0]) * overlay_percent )),
# int(power_to_rgb( rgb_to_power(img_pixel[1]) * image_percent + rgb_to_power(overlay_pixel[1]) * overlay_percent )),
# int(power_to_rgb( rgb_to_power(img_pixel[2]) * image_percent + rgb_to_power(overlay_pixel[2]) * overlay_percent )),
# int((oa + ia * oa1) * 255.0),
# )
#
# img_pixels[x + x_offset, y + y_offset] = new_pixel
def do_overlay(img, overlay_path, overlay_source=None, overlay_tint=None, overlay_size=None, overlay_position=None):
if not overlay_path:
return img
if overlay_source == 'media':
overlay = pil.open(MEDIA_STORAGE.open(overlay_path))
else:
overlay = pil.open(STATIC_STORAGE.open(overlay_path))
# We want the overlay to fit in the image
iw, ih = img.size
ow, oh = overlay.size
overlay_ratio = float(ow) / float(oh)
if overlay_size:
tw, th = overlay_size.split(',')
ow = int(round(float(tw.strip()) * iw))
oh = int(round(float(th.strip()) * ih))
if ow < 0:
ow = oh * overlay_ratio
elif oh < 0:
oh = ow / overlay_ratio
overlay = resizeScale(overlay, ow, oh, overlay_source + "/" + overlay_path)
ow, oh = overlay.size
else:
have_to_scale = False
if ow > iw:
ow = iw
oh = int(float(iw) / overlay_ratio)
have_to_scale = True
if oh > ih:
ow = int(float(ih) * overlay_ratio)
oh = ih
have_to_scale = True
if have_to_scale:
overlay = resizeScale(overlay, ow, oh, overlay_source + "/" + overlay_path)
ow, oh = overlay.size
if overlay_tint:
do_tint(overlay, overlay_tint)
if not overlay_position:
target_x = int((iw - ow) / 2)
target_y = int((ih - oh) / 2)
else:
tx, ty = overlay_position.split(',')
tx = tx.strip()
ty = ty.strip()
if tx == "":
# Center horizontally.
target_x = int((iw - ow) / 2)
else:
if "!" in tx:
# X origin on the right side.
x_percent = 1.0 - float(tx.replace("!", "").strip())
target_x = int(round(x_percent * iw) - ow)
else:
# X origin on the left side.
x_percent = float(tx)
target_x = int(round(x_percent * iw))
if ty == "":
# Center vertically.
target_y = int((ih - oh) / 2)
else:
if "!" in ty:
# Y origin on the bottom side.
y_percent = 1.0 - float(ty.replace("!", "").strip())
target_y = int(round(y_percent * ih) - oh)
else:
# Y origin on the top side.
y_percent = float(ty)
target_y = int(round(y_percent * ih))
"""
TODO: paste seems to be buggy, because pasting over opaque background returns a non opaque image
(the parts that are not 100% opaque or 100% transparent become partially transparent.
the putalpha workareound doesn't seem to look nice enough
"""
img = do_paste(img, overlay, (target_x, target_y))
return img
def do_overlays(img, overlays, overlay_tints, overlay_sources, overlay_sizes, overlay_positions):
overlay_index = 0
for overlay in overlays:
try:
overlay_tint = overlay_tints[overlay_index]
except (IndexError, TypeError):
overlay_tint = None
if overlay_tint == "None":
overlay_tint = None
try:
overlay_source = overlay_sources[overlay_index]
except (IndexError, TypeError):
overlay_source = 'static'
try:
overlay_size = overlay_sizes[overlay_index]
except (IndexError, TypeError):
overlay_size = None
if overlay_size == "None":
overlay_size = None
try:
overlay_position = overlay_positions[overlay_index]
except (IndexError, TypeError):
overlay_position = None
if overlay_position == "None":
overlay_position = None
img = do_overlay(img, overlay, overlay_source, overlay_tint, overlay_size, overlay_position)
overlay_index += 1
return img
def do_mask(img, mask_path, mask_source, mask_mode=None):
if not mask_path:
return img
if mask_source == 'media':
mask = pil.open(MEDIA_STORAGE.open(mask_path)).convert("RGBA")
else:
mask = pil.open(STATIC_STORAGE.open(mask_path)).convert("RGBA")
# We want the mask to have the same size than the image
if mask_mode == 'distort':
iw, ih = img.size
mw, mh = mask.size
if mw != iw or mh != ih:
mask = mask.resize((iw, ih), pil.ANTIALIAS)
else:
# We want the overlay to fit in the image
iw, ih = img.size
ow, oh = mask.size
overlay_ratio = float(ow) / float(oh)
have_to_scale = False
if ow > iw:
ow = iw
oh = int(float(iw) / overlay_ratio)
if oh > ih:
ow = int(float(ih) * overlay_ratio)
oh = ih
if ow != iw or oh != ih:
have_to_scale = True
if have_to_scale:
nmask = mask.resize((ow, oh), pil.ANTIALIAS)
mask = pil.new('RGBA', (iw, ih))
# mask.paste(nmask, (int((iw - ow) / 2), int((ih - oh) / 2)), nmask)
mask = do_paste(mask, nmask, (int((iw - ow) / 2), int((ih - oh) / 2)))
ow, oh = mask.size
r, g, b, a = mask.split()
img.putalpha(a)
def do_fill(img, fill, width, height):
if not fill:
return img
overlay = img
fill_color = (
int("0x%s" % fill[0:2], 16),
int("0x%s" % fill[2:4], 16),
int("0x%s" % fill[4:6], 16),
int("0x%s" % fill[6:8], 16),
)
img = pil.new("RGBA", (width, height), fill_color)
iw, ih = img.size
ow, oh = overlay.size
# img.paste(overlay, (int((iw - ow) / 2), int((ih - oh) / 2)), overlay)
img = do_paste(img, overlay, (int((iw - ow) / 2), int((ih - oh) / 2)))
return img
def do_padding(img, padding):
if not padding:
return img
try:
padding = float(padding) * 2.0
if padding > .9:
padding = .9
if padding <= 0.0:
return img
except ValueError:
return
iw, ih = img.size
img.thumbnail(
(
int(round(float(img.size[0]) * (1.0 - padding))),
int(round(float(img.size[1]) * (1.0 - padding)))
),
pil.ANTIALIAS
)
img = do_fill(img, "ffffff00", iw, ih)
return img
def do_background(img, background):
if not background:
return img
overlay = img
fill_color = (
int("0x%s" % background[0:2], 16),
int("0x%s" % background[2:4], 16),
int("0x%s" % background[4:6], 16),
int("0x%s" % background[6:8], 16),
)
img = pil.new("RGBA", overlay.size, fill_color)
iw, ih = img.size
ow, oh = overlay.size
# img.paste(overlay, (int((iw - ow) / 2), int((ih - oh) / 2)), overlay)
img = do_paste(img, overlay, (int((iw - ow) / 2), int((ih - oh) / 2)))
return img
def do_rotate(img, rotation):
if not rotation:
return img
try:
rotation = float(rotation)
except ValueError:
rotation = 0
if rotation % 90 == 0:
img = img.rotate(rotation, pil.NEAREST, expand=True)
else:
img = img.rotate(rotation, pil.BICUBIC, expand=True)
return img
def render(data, width, height, force=True, padding=None, overlays=(), overlay_sources=(),
overlay_tints=(), overlay_sizes=None, overlay_positions=None, mask=None, mask_source=None,
center=".5,.5", format=IMAGE_DEFAULT_FORMAT, quality=IMAGE_DEFAULT_QUALITY, fill=None, background=None,
tint=None, pre_rotation=None, post_rotation=None, crop=True, grayscale=False):
"""
Rescale the given image, optionally cropping it to make sure the result image has the specified width and height.
"""
if not isinstance(data, six.string_types):
input_file = BytesIO(data)
else:
input_file = StringIO(data)
img = pil.open(input_file)
if img.mode != "RGBA":
img = img.convert("RGBA")
if width is None:
width = img.size[0]
if height is None:
height = img.size[1]
img = do_rotate(img, pre_rotation)
if crop:
img = resizeCrop(img, width, height, center, force)
else:
img = resizeScale(img, width, height, force)
if grayscale:
img = do_grayscale(img)
do_tint(img, tint)
img = do_fill(img, fill, width, height)
img = do_background(img, background)
do_mask(img, mask, mask_source)
img = do_overlays(img, overlays, overlay_tints, overlay_sources, overlay_sizes, overlay_positions)
img = do_padding(img, padding)
img = do_rotate(img, post_rotation)
tmp = BytesIO()
if not format.upper() in ALPHA_FORMATS:
img = img.convert("RGB")
img.save(tmp, format, quality=quality)
tmp.seek(0)
output_data = tmp.getvalue()
input_file.close()
tmp.close()
return output_data
@lru_cache(maxsize=128)
def image_create_token(parameters):
return "image_token_%s" % hashlib.sha1(parameters.encode("utf8")).hexdigest()
def image_tokenize(session, parameters):
if session:
token = None
for k, v in session.items():
if v == parameters:
token = k
break
if token is None:
token = image_create_token(parameters)
session[token] = parameters
else:
token = image_create_token(parameters)
return token
def image_url(request, parameters, image_field, generate=False):
if generate:
from image import views as image_views
autogen = 'autogen=true' in parameters
image_views.image(request=request, path=str(image_field), token=parameters, autogen=autogen)
image_path = os.path.join(image_tokenize(request.session, parameters), six.text_type(image_field))
return IMAGE_CACHE_STORAGE.url(image_path)