def setUp(self):
config = Configuration()
config.host = "http://localhost:9008"
config.api_key_prefix['authorization'] = 'Bearer'
# initialize instance
api_instance = skil_client.DefaultApi(api_client=ApiClient(
configuration=config))
return api_instance
def setUp(self):
# set configuration
config = Configuration()
config.host = "http://localhost:9008"
config.api_key_prefix['authorization'] = 'Bearer'
# initialize instance
api_instance = skil_client.DefaultApi(api_client=ApiClient(
configuration=config))
creds = skil_client.Credentials(user_id="admin", password="******")
res = api_instance.login(creds)
config.api_key['authorization'] = res.to_dict()['token']
return api_instance
def __init__(self,
workspace_server_id=None,
host='localhost',
port=9008,
user_id='admin',
password='******',
debug=False):
self.printer = pprint.PrettyPrinter(indent=4)
config = skil_client.Configuration()
config.host = "{}:{}".format(host, port)
config.debug = debug
self.config = config
self.uploads = []
self.uploaded_model_names = []
self.auth_headers = None
self.api_client = skil_client.ApiClient(configuration=config)
self.api = skil_client.DefaultApi(api_client=self.api_client)
try:
self.printer.pprint('>>> Authenticating SKIL...')
credentials = Cred(user_id=user_id, password=password)
token = self.api.login(credentials)
self.token = token.token
config.api_key['authorization'] = self.token
config.api_key_prefix['authorization'] = "Bearer"
self.printer.pprint('>>> Done!')
except api_exception as e:
raise Exception(
"Exception when calling DefaultApi->login: {}\n".format(e))
if workspace_server_id:
self.server_id = workspace_server_id
else:
self.server_id = self.get_default_server_id()
result = {
'host': host,
'port': port,
'user_id': user_id,
'password': password,
'debug': debug,
'workspace_server_id': self.server_id
}
save_skil_config(result)
with tf.Session() as sess:
coder = ImageCoder()
image_batch = make_multi_crop_batch(image_file, coder)
image_batch = image_batch.eval()
configuration = skil_client.Configuration()
configuration.host = 'http://192.168.1.128:9008'
configuration.username = '******'
configuration.password = '******'
r = requests.post("http://192.168.1.128:9008/login", json={"userId": "admin", "password": "******"})
token = r.json()['token']
configuration.api_key['authorization'] = f'Bearer {token}'
api_instance = skil_client.DefaultApi(skil_client.ApiClient(configuration))
list_ind_array = [[convert_indarray(np.expand_dims(image_batch[i,:,:,:], axis=0))] for i in range(12)]
batch_results = []
index = 0
for data in list_ind_array:
print("getting response for batch image ", index)
body_data = skil_client.MultiPredictRequest(
id=str(uuid.uuid1()),
needs_pre_processing=False,
inputs=data
)
response = api_instance.multipredict("age", "default", "outputgraphwithsoftmax", body=body_data )
from skil_client import Configuration, ApiClient, CreateDeploymentRequest
from skil_client import ImportModelRequest, SetState
from skil_client.rest import ApiException
debug = False
host = "localhost" # Rename this to the host you are using
config = Configuration()
config.host = "{}:9008".format(
host
) # change this if you're using a different port number for the general API!
config.debug = debug
api_client = ApiClient(configuration=config)
# create an instance of the API class
api_instance = skil_client.DefaultApi(api_client=api_client)
config_mh = Configuration()
config_mh.host = "{}:9100".format(
host
) # change this if you're using a different port number for the model server!
config_mh.debug = debug
api_client_mh = ApiClient(configuration=config_mh)
# create an instance of the Model History API class
api_instance_mh = skil_client.DefaultApi(api_client=api_client_mh)
# authenticate
pp = pprint.PrettyPrinter(indent=4)
try:
print("Authenticating with SKIL API...")
credentials = skil_client.Credentials(