OpenDroneMap-WebODM/app/api/imageuploads.py

86 wiersze
2.7 KiB
Python

import os
import io
from .tasks import TaskNestedView
from rest_framework import exceptions
from app.models import ImageUpload
from app.models.task import assets_directory_path
from PIL import Image
from django.http import HttpResponse
from .tasks import download_file_response
import numpy as np
def normalize(img):
"""
Linear normalization
http://en.wikipedia.org/wiki/Normalization_%28image_processing%29
"""
arr = np.array(img).astype('float')
minval = arr.min()
maxval = arr.max()
if minval != maxval:
arr -= minval
arr *= (255.0/(maxval-minval))
return Image.fromarray(arr)
class Thumbnail(TaskNestedView):
def get(self, request, pk=None, project_pk=None, image_filename=""):
"""
Generate a thumbnail on the fly for a particular task's image
"""
task = self.get_and_check_task(request, pk)
image = ImageUpload.objects.filter(task=task, image=assets_directory_path(task.id, task.project.id, image_filename)).first()
if image is None:
raise exceptions.NotFound()
image_path = image.path()
if not os.path.isfile(image_path):
raise exceptions.NotFound()
try:
thumb_size = int(self.request.query_params.get('size', 512))
if thumb_size < 1:
raise ValueError()
quality = int(self.request.query_params.get('quality', 75))
if quality < 0 or quality > 100:
raise ValueError()
except ValueError:
raise exceptions.ValidationError("Invalid query parameters")
with Image.open(image_path) as img:
if img.mode != 'RGB':
img = normalize(img)
img = img.convert('RGB')
img.thumbnail((thumb_size, thumb_size))
output = io.BytesIO()
img.save(output, format='JPEG', quality=quality)
res = HttpResponse(content_type="image/jpeg")
res['Content-Disposition'] = 'inline'
res.write(output.getvalue())
output.close()
return res
class ImageDownload(TaskNestedView):
def get(self, request, pk=None, project_pk=None, image_filename=""):
"""
Download a task's image
"""
task = self.get_and_check_task(request, pk)
image = ImageUpload.objects.filter(task=task, image=assets_directory_path(task.id, task.project.id, image_filename)).first()
if image is None:
raise exceptions.NotFound()
image_path = image.path()
if not os.path.isfile(image_path):
raise exceptions.NotFound()
return download_file_response(request, image_path, 'attachment')