Files
annotations/Azaion.AI/main.pyx
T
Alex Bezdieniezhnykh 82b3b526a7 rewrite to zmq push and pull patterns.
file load works, suite can start up
2025-01-23 14:37:13 +02:00

89 lines
3.1 KiB
Cython

from queue import Queue
cimport constants
import msgpack
from api_client cimport ApiClient
from annotation cimport Annotation
from inference import Inference
from remote_command cimport RemoteCommand, CommandType
from remote_command_handler cimport RemoteCommandHandler
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()
print(f'command is : {command}')
model = self.api_client.load_ai_model()
Inference(model, self.on_annotations).run_inference(command)
except Exception as e:
print(f"Error processing queue: {e}")
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)
print(f'loaded file: {command.filename}, {len(response)} bytes')
self.remote_handler.send(response)
print(f'{len(response)} bytes was sent.')
except Exception as e:
print(f"Error handling client: {e}")
cdef on_annotations(self, RemoteCommand cmd, annotations: [Annotation]):
data = msgpack.packb(annotations)
self.remote_handler.send(data)
print(f'{len(data)} bytes was sent.')
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()