def post(self):
dbm = access.DBMan(LOST_CONFIG)
identity = get_jwt_identity()
user = dbm.get_user_by_id(identity)
if not user.has_role(roles.ANNOTATOR):
dbm.close_session()
return "You need to be {} in order to perform this request.".format(
roles.ANNOTATOR), 401
else:
data = json.loads(request.data)
img = dbm.get_image_anno(data['imageId'])
flask.current_app.logger.info('img.img_path: {}'.format(
img.img_path))
flask.current_app.logger.info('img.fs.name: {}'.format(
img.fs.name))
# fs_db = dbm.get_fs(img.fs_id)
fs = FileMan(fs_db=img.fs)
#img = PIL.Image.open('/home/lost/data/media/10_voc2012/2007_008547.jpg')
# img = PIL.Image.open(img_path)
if data['clahe']['active']:
img = fs.load_img(img.img_path, color_type='gray')
else:
img = fs.load_img(img.img_path, color_type='color')
flask.current_app.logger.info(
'Triggered filter. Received data: {}'.format(data))
# img_io = BytesIO()
# img.save(img_io, 'PNG')
# img_io.seek(0)
# return send_file(img_io, mimetype='image/png')
if data['rotate']['active']:
if data['rotate']['angle'] == 90:
img = cv2.rotate(img, cv2.ROTATE_90_CLOCKWISE)
elif data['rotate']['angle'] == -90:
img = cv2.rotate(img, cv2.ROTATE_90_COUNTERCLOCKWISE)
elif data['rotate']['angle'] == 180:
img = cv2.rotate(img, cv2.ROTATE_180)
if data['clahe']['active']:
clahe = cv2.createCLAHE(data['clahe']['clipLimit'])
img = clahe.apply(img)
# img = img.rotate(data['rotate']['angle'], expand=True)
# img = ImageOps.autocontrast(img)
# data = BytesIO()
# img.save(data, "PNG")
_, data = cv2.imencode('.jpg', img)
data64 = base64.b64encode(data.tobytes())
dbm.close_session()
return u'data:img/jpg;base64,' + data64.decode('utf-8')
def post(self):
dbm = access.DBMan(LOST_CONFIG)
identity = get_jwt_identity()
user = dbm.get_user_by_id(identity)
# raise Exception('lostsession: {}'.format(dask_session.ds_man.session))
if not user.has_role(roles.ANNOTATOR):
dbm.close_session()
return "You need to be {} in order to perform this request.".format(
roles.ANNOTATOR), 401
else:
#TODO: Check if user is permitted to load this image
#TODO: Read img from stream -> cv2.imdecode()
data = json.loads(request.data)
flask.current_app.logger.info(
'sia -> getimage. Received data: {}'.format(data))
db_img = dbm.get_image_anno(data['imgId'])
if LOST_CONFIG.worker_management != 'dynamic':
fm = FileMan(fs_db=db_img.fs)
flask.current_app.logger.info(
'sia -> getimage. fs.name: {} fs.root_path: {}'.format(
db_img.fs.name, db_img.fs.root_path))
img = fm.load_img(db_img.img_path)
else:
img = dask_session.ds_man.read_fs_img(user, db_img.fs,
db_img.img_path)
flask.current_app.logger.info(
'dask_session read_fs_img type: {}'.format(type(img)))
flask.current_app.logger.info(
'dask_session read_fs_img shape: {}'.format(img.shape))
# img_path = fm.get_abs_path(db_img.img_path)
# #raise Exception('sia -> getimage: {}'.format(img_path))
# img = cv2.imread(img_path)
_, data = cv2.imencode('.jpg', img)
data64 = base64.b64encode(data.tobytes())
dbm.close_session()
return u'data:img/jpg;base64,' + data64.decode('utf-8')
def _read_fs_img(fs, img_path):
fm = FileMan(fs_db=fs)
img = fm.load_img(img_path)
return img
