def TransformOutput():
requestJson = get_request()
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.transform_output(
user_model, requestJson)
logger.debug("REST Response: %s", response)
return jsonify(response)
def Aggregate():
requestJson = get_request()
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.aggregate(
user_model, requestJson)
logger.debug("REST Response: %s", response)
return jsonify(response)
def Route():
requestJson = get_request()
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.route(user_model, requestJson,
seldon_metrics)
logger.debug("REST Response: %s", response)
return jsonify(response)
def SendFeedback():
requestJson = get_request()
logger.debug("REST Request: %s", request)
requestProto = json_to_feedback(requestJson)
logger.debug("Proto Request: %s", requestProto)
responseProto = seldon_core.seldon_methods.send_feedback(
user_model, requestProto, PRED_UNIT_ID)
jsonDict = seldon_message_to_json(responseProto)
return jsonify(jsonDict)
def Aggregate():
requestJson = get_request()
logger.debug("REST Request: %s", request)
requestProto = json_to_seldon_messages(requestJson)
logger.debug("Proto Request: %s", request)
responseProto = seldon_core.seldon_methods.aggregate(
user_model, requestProto)
jsonDict = seldon_message_to_json(responseProto)
return jsonify(jsonDict)
def TransformOutput():
requestJson = get_request()
logger.debug("REST Request: %s", request)
requestProto = json_to_seldon_message(requestJson)
logger.debug("Proto Request: %s", request)
responseProto = seldon_core.seldon_methods.transform_output(
user_model, requestProto)
jsonDict = seldon_message_to_json(responseProto)
return jsonify(jsonDict)
def Predict():
requestJson = get_request()
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.predict(user_model, requestJson)
json_response = jsonify(response)
if 'status' in response and 'code' in response['status']:
json_response.status_code = response['status']['code']
logger.debug("REST Response: %s", response)
return json_response
def Predict():
requestJson = get_request()
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.predict(user_model, requestJson)
json_response = jsonify(response)
if "status" in response and "code" in response["status"]:
json_response.status_code = response["status"]["code"]
logger.debug("REST Response: %s", response)
return json_response
def Predict():
requestJson = get_request(skip_decoding=PAYLOAD_PASSTHROUGH)
logger.debug("REST Request: %s", request)
response = seldon_core.seldon_methods.predict(user_model, requestJson,
seldon_metrics)
json_response = jsonify(response, skip_encoding=PAYLOAD_PASSTHROUGH)
if (isinstance(response, dict) and "status" in response
and "code" in response["status"]):
json_response.status_code = response["status"]["code"]
logger.debug("REST Response: %s", response)
return json_response
