def __init__(self, ocr_path):
self.ocr = fast_unpickle_gzip(ocr_path)
self.ocr._update_rq = False
print 'ocr loaded'
self.seedoku = Seedoku(self.ocr)
print 'seedoku created'
def __init__(self, config, ocr_path):
self.ocr = fast_unpickle_gzip(ocr_path)
self.ocr._update_rq = False
print 'ocr loaded'
self.seedoku = Seedoku(self.ocr)
print 'seedoku created'
keys = (key for key in config if key.startswith('AWS_SEEDOKU') is True)
for key in keys:
self.config[key] = config[key]
print 'config loaded'
class MyTask(Celery.Task):
ocr = None
seedoku = None
def __init__(self, ocr_path):
self.ocr = fast_unpickle_gzip(ocr_path)
self.ocr._update_rq = False
print 'ocr loaded'
self.seedoku = Seedoku(self.ocr)
print 'seedoku created'
def run(self, img):
return self.seedoku.image_to_puzzle(img)
class SeedokuTask():
ocr = None
seedoku = None
config = {}
def __init__(self, config, ocr_path):
self.ocr = fast_unpickle_gzip(ocr_path)
self.ocr._update_rq = False
print 'ocr loaded'
self.seedoku = Seedoku(self.ocr)
print 'seedoku created'
keys = (key for key in config if key.startswith('AWS_SEEDOKU') is True)
for key in keys:
self.config[key] = config[key]
print 'config loaded'
def numpy_image_from_stringio(self, img_stream, cv2_img_flag=0):
img_stream.seek(0)
orientation = self.get_image_orientation(img_stream)
img_array = np.asarray(bytearray(img_stream.read()), dtype=np.uint8)
image = cv2.imdecode(img_array, cv2_img_flag)
return self.rotate_image(image, orientation)
def generate_temp_s3_url_from_key(self, key):
s3conn = S3Connection(self.config['AWS_SEEDOKU_WRITE_KEY'],
self.config['AWS_SEEDOKU_WRITE_SECRET'])
bucketname = self.config['AWS_SEEDOKU_S3_BUCKET']
url = s3conn.generate_url(300, 'GET', bucketname, key)
print url
return url
def get_image_orientation(self, imbytes):
# get orientation and rewind
tags = exifread.process_file(imbytes, stop_tag='Orientation')
imbytes.seek(0)
return tags.get('Image Orientation')
def rotate_image(self, image, orientation=None):
"""
apply rotation based on orientation tag
"""
# apply orientation if any
if orientation is not None:
print orientation
rot = {'Horizontal (normal)': 0, 'Rotated 180': 2,
'Rotated 90 CCW': 3, 'Rotated 90 CW': 1}
if orientation.printable in rot:
return np.rot90(image, rot[orientation.printable])
elif orientation.printable == 'Mirrored horizontal':
return np.fliplr(image)
elif orientation.printable == 'Mirrored vertical':
return np.flipud(image)
elif orientation.printable == 'Mirrored horizontal then rotated 90 CCW':
return np.rot90(np.fliplr(image), 1)
elif orientation.printable == 'Mirrored horizontal then rotated 90 CW':
return np.rot90(np.fliplr(image), 3)
return image
def numpy_image_from_url(self, url, cv2_img_flag=0):
request = urlopen(url)
imbytes = io.BytesIO(request.read())
orientation = self.get_image_orientation(imbytes)
# convert to numpy image array
img_array = np.asarray(bytearray(imbytes.read()), dtype=np.uint8)
image = cv2.imdecode(img_array, cv2_img_flag)
# return rotated image
return self.rotate_image(image, orientation)
def aws_upload_key_to_puzzle(self, key):
img_url = self.generate_temp_s3_url_from_key(key)
img = self.numpy_image_from_url(img_url, cv2.IMREAD_GRAYSCALE)
ocrd_puzzle = self.seedoku.image_to_puzzle(img)
return img_url, ocrd_puzzle