def request(self,
image,
println=False,
value=None,
model_type=None,
model_site=None,
need_color=None):
import grpc
import grpc_pb2
import grpc_pb2_grpc
channel = grpc.insecure_channel(self._url)
stub = grpc_pb2_grpc.PredictStub(channel)
response = stub.predict(
grpc_pb2.PredictRequest(image=image,
split_char=',',
model_type=model_type,
model_site=model_site,
need_color=need_color))
if println and value:
_true = str(response.result).lower() == str(value).lower()
if _true:
self.true_count += 1
print("result: {}, label: {}, flag: {}".format(
response.result, value, _true))
return {
"message": response.result,
"code": response.code,
"success": response.success
}
def rpc_request(image, model_name="", model_type=""):
channel = grpc.insecure_channel('127.0.0.1:50054')
stub = grpc_pb2_grpc.PredictStub(channel)
response = stub.predict(grpc_pb2.PredictRequest(
image=image,
split_char=',',
model_name=model_name,
model_type=model_type
))
return {"message": response.result, "code": response.code, "success": response.success}
def remote_predict(img_bytes):
if not System.test_image(img_bytes):
return None
channel = grpc.insecure_channel('{}:5449'.format(
NetworkConfig.CAPTCHA_API))
stub = grpc_pb2_grpc.PredictStub(channel)
response = stub.predict(
grpc_pb2.PredictRequest(image=base64.b64encode(img_bytes).decode(),
split_char=',',
model_type=None,
model_site=None))
return response.result
def request(self, image):
import grpc
import grpc_pb2
import grpc_pb2_grpc
channel = grpc.insecure_channel(self._url)
stub = grpc_pb2_grpc.PredictStub(channel)
print('G-RPC Request Start--')
response = stub.predict(grpc_pb2.PredictRequest(captcha_img=image))
print('G-RPC Request End--')
return {
"message": {
"result": response.result
},
"code": response.code,
"success": response.success
}