auto-accept/server.py

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import argparse
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from coco.storage import Annotation, COCOStorage
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import logging
import coloredlogs
import tornado.ioloop
import tornado.web
import tornado.websocket
import json
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger("server")
class JsonEncoder(json.JSONEncoder):
def default(self, obj):
method = getattr(obj, "forJson", None)
if callable(method):
return obj.forJson()
# Let the base class default method raise the TypeError
return json.JSONEncoder.default(self, obj)
class AnnotationHandler(tornado.web.RequestHandler):
def initialize(self, storage: COCOStorage):
self.storage = storage
self.set_header("Content-Type", "application/json")
def get(self, *params):
self.write(json.dumps(self.getData(*params), cls=JsonEncoder))
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def getData(self) -> Annotation:
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# get specific annotation
annotation_id = self.get_argument('id', None)
annotation_id = None if not annotation_id else int(annotation_id)
# get by category id
category_id = self.get_argument('category', None)
category_id = None if not category_id else int(category_id)
normalise = self.get_argument('normalise', False)
normalise = int(normalise) if normalise is not False else False
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min_area = self.get_argument('min_area', None)
min_area = int(min_area) if min_area is not None else None
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# category_id = None if not category_id else int(category_id)
logger.debug(
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f'Get annotation id: {annotation_id}, category: {category_id}, normalised: {normalise}, min_area: {min_area}')
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annotation = self.storage.getRandomAnnotation(
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annotation_id=annotation_id, category_id=category_id, min_area=min_area)
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if normalise:
return annotation.getNormalised(normalise, normalise)
return annotation
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class AnnotationSvgHandler(AnnotationHandler):
def initialize(self, storage: COCOStorage):
self.storage = storage
self.set_header("Content-Type", "image/svg+xml")
def get(self, *params):
annotation = self.getData(*params)
dwg = annotation.asSvg(None, clip_image=True, image_dir='/dataset')
xml = dwg.tostring()
print(xml)
self.write(xml)
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class StaticFileWithHeaderHandler(tornado.web.StaticFileHandler):
def set_extra_headers(self, path):
"""For subclass to add extra headers to the response"""
if path[-5:] == '.html':
self.set_header("Access-Control-Allow-Origin", "*")
def make_app(storage, debug):
return tornado.web.Application([
(r"/annotation.json", AnnotationHandler, {'storage': storage}),
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(r"/annotation.svg", AnnotationSvgHandler, {'storage': storage}),
(r"/dataset/(.*)", StaticFileWithHeaderHandler,
{"path": 'dataset', "default_filename": 'index.html'}),
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(r"/(.*)", StaticFileWithHeaderHandler,
{"path": 'www', "default_filename": 'index.html'}),
], debug=debug)
if __name__ == "__main__":
argParser = argparse.ArgumentParser(
description='Server for COCO web interface')
argParser.add_argument(
'--port',
'-P',
type=int,
default=8888,
help='Port to listen on'
)
argParser.add_argument(
'--db',
type=COCOStorage,
metavar='DATABASE',
dest='storage',
help='SQLite db filename, will be created if not existing',
default='dataset/instances_val2017.db'
)
argParser.add_argument(
'--verbose',
'-v',
action='store_true',
help='Increase log level'
)
args = argParser.parse_args()
loglevel = logging.DEBUG if args.verbose else logging.INFO
coloredlogs.install(
level=loglevel,
fmt="%(asctime)s %(hostname)s %(name)s[%(process)d] %(levelname)s %(message)s"
)
app = make_app(args.storage, debug=args.verbose)
app.listen(args.port)
logger.info(f"Listening on {args.port}")
tornado.ioloop.IOLoop.current().start()