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move python inference to Azaion.Inference folder
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@@ -0,0 +1,114 @@
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import json
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import os
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from http import HTTPStatus
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from uuid import UUID
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import jwt
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import requests
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cimport constants
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from hardware_service cimport HardwareService, HardwareInfo
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from security cimport Security
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from io import BytesIO
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from user cimport User, RoleEnum
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cdef class ApiClient:
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"""Handles API authentication and downloading of the AI model."""
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def __init__(self, str email, str password, str folder):
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self.email = email
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self.password = password
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self.folder = folder
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self.user = None
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if os.path.exists(<str>constants.TOKEN_FILE):
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with open(<str>constants.TOKEN_FILE, "r") as file:
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self.set_token(<str>file.read().strip())
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else:
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self.token = None
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cdef get_encryption_key(self, str hardware_hash):
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cdef str key = f'{self.email}-{self.password}-{hardware_hash}-#%@AzaionKey@%#---'
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return Security.calc_hash(key)
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cdef login(self):
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response = requests.post(f"{constants.API_URL}/login",
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json={"email": self.email, "password": self.password})
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response.raise_for_status()
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token = response.json()["token"]
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self.set_token(token)
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with open(<str>constants.TOKEN_FILE, 'w') as file:
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file.write(token)
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cdef set_token(self, str token):
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self.token = token
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claims = jwt.decode(token, options={"verify_signature": False})
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try:
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id = str(UUID(claims.get("nameid", "")))
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except ValueError:
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raise ValueError("Invalid GUID format in claims")
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email = claims.get("unique_name", "")
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role_str = claims.get("role", "")
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if role_str == "ApiAdmin":
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role = RoleEnum.ApiAdmin
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elif role_str == "Admin":
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role = RoleEnum.Admin
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elif role_str == "ResourceUploader":
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role = RoleEnum.ResourceUploader
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elif role_str == "Validator":
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role = RoleEnum.Validator
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elif role_str == "Operator":
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role = RoleEnum.Operator
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else:
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role = RoleEnum.NONE
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self.user = User(id, email, role)
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cdef get_user(self):
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if self.user is None:
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self.login()
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return self.user
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cdef load_bytes(self, str filename):
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hardware_service = HardwareService()
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cdef HardwareInfo hardware = hardware_service.get_hardware_info()
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if self.token is None:
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self.login()
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url = f"{constants.API_URL}/resources/get/{self.folder}"
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headers = {
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"Authorization": f"Bearer {self.token}",
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"Content-Type": "application/json"
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}
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payload = json.dumps(
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{
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"password": self.password,
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"hardware": hardware.to_json_object(),
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"fileName": filename
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}, indent=4)
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response = requests.post(url, data=payload, headers=headers, stream=True)
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if response.status_code == HTTPStatus.UNAUTHORIZED or response.status_code == HTTPStatus.FORBIDDEN:
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self.login()
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headers = {
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"Authorization": f"Bearer {self.token}",
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"Content-Type": "application/json"
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}
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response = requests.post(url, data=payload, headers=headers, stream=True)
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if response.status_code == HTTPStatus.INTERNAL_SERVER_ERROR:
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print('500!')
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key = self.get_encryption_key(hardware.hash)
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stream = BytesIO(response.raw.read())
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data = Security.decrypt_to(stream, key)
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print(f'loaded file: {filename}, {len(data)} bytes')
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return data
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cdef load_ai_model(self):
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return self.load_bytes(constants.AI_MODEL_FILE)
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cdef load_queue_config(self):
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return self.load_bytes(constants.QUEUE_CONFIG_FILENAME).decode(encoding='utf-8')
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