mirror of
https://github.com/azaion/annotations.git
synced 2026-04-22 18:36:32 +00:00
move python inference to Azaion.Inference folder
This commit is contained in:
@@ -0,0 +1,73 @@
|
||||
import traceback
|
||||
from queue import Queue
|
||||
cimport constants
|
||||
import msgpack
|
||||
|
||||
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
|
||||
|
||||
cdef class ParsedArguments:
|
||||
cdef str email, password, folder;
|
||||
|
||||
def __init__(self, str email, str password, str folder):
|
||||
self.email = email
|
||||
self.password = password
|
||||
self.folder = folder
|
||||
|
||||
cdef class CommandProcessor:
|
||||
cdef ApiClient api_client
|
||||
cdef RemoteCommandHandler remote_handler
|
||||
cdef object command_queue
|
||||
cdef bint running
|
||||
cdef Inference inference
|
||||
|
||||
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
|
||||
model = self.api_client.load_ai_model()
|
||||
self.inference = Inference(model, self.on_annotation)
|
||||
|
||||
def start(self):
|
||||
while self.running:
|
||||
try:
|
||||
command = self.command_queue.get()
|
||||
self.inference.run_inference(command)
|
||||
self.remote_handler.send(command.client_id, <bytes>'DONE'.encode('utf-8'))
|
||||
except Exception as e:
|
||||
traceback.print_exc()
|
||||
|
||||
cdef on_command(self, RemoteCommand command):
|
||||
try:
|
||||
if command.command_type == CommandType.GET_USER:
|
||||
self.get_user(command, self.api_client.get_user())
|
||||
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.INFERENCE:
|
||||
self.command_queue.put(command)
|
||||
elif command.command_type == CommandType.STOP_INFERENCE:
|
||||
self.inference.stop()
|
||||
elif command.command_type == CommandType.EXIT:
|
||||
self.stop()
|
||||
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.remote_handler.stop()
|
||||
self.running = False
|
||||
Reference in New Issue
Block a user