arguments = {
	"Sepal_Length" : 5.1,
	"Sepal_Width" : 3.5,
	"Petal_Length" : 1.4,
	"Petal_Width" : 0.2
}

result = os.evaluate("Iris", arguments)
print(result)

arguments = [
{
	"Sepal_Length" : 5.1,
	"Sepal_Width" : 3.5,
	"Petal_Length" : 1.4,
	"Petal_Width" : 0.2
},
{
	"Sepal_Length" : 5.0,
	"Sepal_Width" : 3.7,
	"Petal_Length" : 1.2,
	"Petal_Width" : 0.4
}
]

"id","date","feat1","feat2",...,"featn"
"23029854","2017-01-01","2.0","1.0",..."5.0"

os = openscoring.Openscoring("http://{host}:8080/openscoring".format(host=HOSTS[args.host]))
os.deploy(model_name, model_pmml, **openscoring_login)
os.evaluateCsv(model_name, input_csv, output_csv)

true_label,probability_0,probability_1
0,0.9991488452182992,8.511547817011017E-4
0,0.9779992879224841,0.022000712077515847
0,0.9779992879224841,0.022000712077515847

INFO: Returned EvaluationResponse{id=null, result={true_label=0, probability_0=0.9349664396728562, probability_1=0.0650335603271438}}

from openscoring import Openscoring

os = Openscoring(base_url = "http://localhost:8080/openscoring")

os.deployFile("Traffic", "lr_model.pmml")

ConnectionRefusedError                    Traceback (most recent call last)
D:\anaconda3\lib\site-packages\urllib3\connection.py in _new_conn(self)
    168         try:
--> 169             conn = connection.create_connection(
    170                 (self._dns_host, self.port), self.timeout, **extra_kw

D:\anaconda3\lib\site-packages\urllib3\util\connection.py in create_connection(address, timeout, source_address, socket_options)
     95     if err is not None:
---> 96         raise err
     97 

D:\anaconda3\lib\site-packages\urllib3\util\connection.py in create_connection(address, timeout, source_address, socket_options)
     85                 sock.bind(source_address)
---> 86             sock.connect(sa)
     87             return sock

ConnectionRefusedError: [WinError 10061] No connection could be made because the target machine actively refused it

During handling of the above exception, another exception occurred:

NewConnectionError                        Traceback (most recent call last)
D:\anaconda3\lib\site-packages\urllib3\connectionpool.py in urlopen(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)
    698             # Make the request on the httplib connection object.
--> 699             httplib_response = self._make_request(
    700                 conn,

D:\anaconda3\lib\site-packages\urllib3\connectionpool.py in _make_request(self, conn, method, url, timeout, chunked, **httplib_request_kw)
    393             else:
--> 394                 conn.request(method, url, **httplib_request_kw)
    395 

D:\anaconda3\lib\site-packages\urllib3\connection.py in request(self, method, url, body, headers)
    233             headers["User-Agent"] = _get_default_user_agent()
--> 234         super(HTTPConnection, self).request(method, url, body=body, headers=headers)
    235 

D:\anaconda3\lib\http\client.py in request(self, method, url, body, headers, encode_chunked)
   1254         """Send a complete request to the server."""
-> 1255         self._send_request(method, url, body, headers, encode_chunked)
   1256 

D:\anaconda3\lib\http\client.py in _send_request(self, method, url, body, headers, encode_chunked)
   1300             body = _encode(body, 'body')
-> 1301         self.endheaders(body, encode_chunked=encode_chunked)
   1302 

D:\anaconda3\lib\http\client.py in endheaders(self, message_body, encode_chunked)
   1249             raise CannotSendHeader()
-> 1250         self._send_output(message_body, encode_chunked=encode_chunked)
   1251 

D:\anaconda3\lib\http\client.py in _send_output(self, message_body, encode_chunked)
   1009         del self._buffer[:]
-> 1010         self.send(msg)
   1011 

D:\anaconda3\lib\http\client.py in send(self, data)
    949             if self.auto_open:
--> 950                 self.connect()
    951             else:

D:\anaconda3\lib\site-packages\urllib3\connection.py in connect(self)
    199     def connect(self):
--> 200         conn = self._new_conn()
    201         self._prepare_conn(conn)

D:\anaconda3\lib\site-packages\urllib3\connection.py in _new_conn(self)
    180         except SocketError as e:
--> 181             raise NewConnectionError(
    182                 self, "Failed to establish a new connection: %s" % e

NewConnectionError: <urllib3.connection.HTTPConnection object at 0x0000014AB7CBFEB0>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it

During handling of the above exception, another exception occurred:

MaxRetryError                             Traceback (most recent call last)
D:\anaconda3\lib\site-packages\requests\adapters.py in send(self, request, stream, timeout, verify, cert, proxies)
    438             if not chunked:
--> 439                 resp = conn.urlopen(
    440                     method=request.method,

D:\anaconda3\lib\site-packages\urllib3\connectionpool.py in urlopen(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)
    754 
--> 755             retries = retries.increment(
    756                 method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]

D:\anaconda3\lib\site-packages\urllib3\util\retry.py in increment(self, method, url, response, error, _pool, _stacktrace)
    573         if new_retry.is_exhausted():
--> 574             raise MaxRetryError(_pool, url, error or ResponseError(cause))
    575 

MaxRetryError: HTTPConnectionPool(host='localhost', port=8080): Max retries exceeded with url: /openscoring/model/Traffic (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000014AB7CBFEB0>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it'))

During handling of the above exception, another exception occurred:

ConnectionError                           Traceback (most recent call last)
<ipython-input-3-38aa5e890439> in <module>
----> 1 os.deployFile("Traffic", "lr_model.pmml")

D:\anaconda3\lib\site-packages\openscoring\__init__.py in deployFile(self, id, file, **kwargs)
     77         def deployFile(self, id, file, **kwargs):
     78                 with open(file, "rb") as instream:
---> 79                         return self.deploy(id, instream, **kwargs)
     80 
     81         def evaluate(self, id, payload = {}, **kwargs):

D:\anaconda3\lib\site-packages\openscoring\__init__.py in deploy(self, id, pmml, **kwargs)
     71         def deploy(self, id, pmml, **kwargs):
     72                 kwargs = _merge_dicts(kwargs, data = pmml, json = None, auth = self.auth, headers = {"content-type" : "application/xml"})
---> 73                 response = self._check_response(requests.put(self._model_url(id), **kwargs))
     74                 modelResponse = ModelResponse(**json.loads(response.text))
     75                 return modelResponse.ensureSuccess()

D:\anaconda3\lib\site-packages\requests\api.py in put(url, data, **kwargs)
    132     """
    133 
--> 134     return request('put', url, data=data, **kwargs)
    135 
    136 

D:\anaconda3\lib\site-packages\requests\api.py in request(method, url, **kwargs)
     59     # cases, and look like a memory leak in others.
     60     with sessions.Session() as session:
---> 61         return session.request(method=method, url=url, **kwargs)
     62 
     63 

D:\anaconda3\lib\site-packages\requests\sessions.py in request(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)
    540         }
    541         send_kwargs.update(settings)
--> 542         resp = self.send(prep, **send_kwargs)
    543 
    544         return resp

D:\anaconda3\lib\site-packages\requests\sessions.py in send(self, request, **kwargs)
    653 
    654         # Send the request
--> 655         r = adapter.send(request, **kwargs)
    656 
    657         # Total elapsed time of the request (approximately)

D:\anaconda3\lib\site-packages\requests\adapters.py in send(self, request, stream, timeout, verify, cert, proxies)
    514                 raise SSLError(e, request=request)
    515 
--> 516             raise ConnectionError(e, request=request)
    517 
    518         except ClosedPoolError as e:

ConnectionError: HTTPConnectionPool(host='localhost', port=8080): Max retries exceeded with url: /openscoring/model/Traffic (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x0000014AB7CBFEB0>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it'))

def openscoring():
    os = Openscoring("http://localhost:8080/openscoring")
    # # A dictionary of user-specified parameters
    kwargs = {"auth": ("admin", "adminadmin")}
    pmml_file = "./resources/LinearRegression.pmml"
    input_file = "./resources/test.csv"
    output_file = "./resources/result.csv"

    os.deployFile("regression", pmml_file, **kwargs)
    os.evaluateCsvFile("regression", input_file, output_file)

    os.undeploy("regression", **kwargs)

if __name__ == "__main__":
    openscoring()

org.openscoring.service.ModelResource evaluate
INFO: Returned EvaluationResponse{id=null, result={class=null}}