Files
annotations/Azaion.AI/main.pyx
T
Alex Bezdieniezhnykh 62623b7123 add ramdisk, load AI model to ramdisk and start recognition from it
rewrite zmq to DEALER and ROUTER
add GET_USER command to get CurrentUser from Python
all auth is on the python side
inference run and validate annotations on python
2025-01-29 17:45:26 +02:00

92 lines
3.2 KiB
Cython

import traceback
from queue import Queue
cimport constants
from api_client cimport ApiClient
from annotation cimport Annotation
from inference cimport Inference
from remote_command cimport RemoteCommand, CommandType
from remote_command_handler cimport RemoteCommandHandler
from user cimport User
import argparse
cdef class ParsedArguments:
cdef str email, password, folder;
cdef bint persist_token
def __init__(self, str email, str password, str folder, bint persist_token):
self.email = email
self.password = password
self.folder = folder
self.persist_token = persist_token
cdef class CommandProcessor:
cdef ApiClient api_client
cdef RemoteCommandHandler remote_handler
cdef object command_queue
cdef bint running
def __init__(self, args: ParsedArguments):
self.api_client = ApiClient(args.email, args.password, args.folder)
self.remote_handler = RemoteCommandHandler(self.on_command)
self.command_queue = Queue(maxsize=constants.QUEUE_MAXSIZE)
self.remote_handler.start()
self.running = True
def start(self):
while self.running:
try:
command = self.command_queue.get()
model = self.api_client.load_ai_model()
Inference(model, self.on_annotation).run_inference(command)
except Exception as e:
traceback.print_exc()
cdef on_command(self, RemoteCommand command):
try:
if command.command_type == CommandType.INFERENCE:
self.command_queue.put(command)
elif command.command_type == CommandType.LOAD:
response = self.api_client.load_bytes(command.filename)
self.remote_handler.send(command.client_id, response)
elif command.command_type == CommandType.GET_USER:
self.get_user(command, self.api_client.get_user())
else:
pass
except Exception as e:
print(f"Error handling client: {e}")
cdef get_user(self, RemoteCommand command, User user):
self.remote_handler.send(command.client_id, user.serialize())
cdef on_annotation(self, RemoteCommand cmd, Annotation annotation):
data = annotation.serialize()
self.remote_handler.send(cmd.client_id, data)
def stop(self):
self.running = False
def parse_arguments():
parser = argparse.ArgumentParser(description="Command Processor")
parser.add_argument("-e", "--email", type=str, default="", help="Email")
parser.add_argument("-p", "--pw", type=str, default="", help="Password")
parser.add_argument("-f", "--folder", type=str, default="", help="Folder to API inner folder to download file from")
parser.add_argument("-t", "--persist_token", type=bool, default=True, help="True for persisting token from API")
cdef args = parser.parse_args()
cdef str email = args.email
cdef str password = args.pw
cdef str folder = args.folder
cdef bint persist_token = args.persist_token
return ParsedArguments(email, password, folder, persist_token)
if __name__ == '__main__':
args = parse_arguments()
processor = CommandProcessor(args)
try:
processor.start()
except KeyboardInterrupt:
processor.stop()