Hi All,
I am new to DataRobot and I try to use API to train the model.
I am using this document. I was able to upload the dataset but it gives me error when I want to train the model. In the UI I see that the project is already successfully created and the dataset is uploaded. Any help would be appreciated.
# Use training data to build models
from datarobot import AUTOPILOT_MODE
# Set the project's target and initiate Autopilot (runs in Quick mode unless a different mode is specified)
project.analyze_and_model(target='mpg', worker_count=-1, mode=AUTOPILOT_MODE.QUICK)
# Open the project's Leaderboard to monitor the progress in UI.
project.open_in_browser()
# Wait for the model creation to finish
project.wait_for_autopilot()
model = project.get_top_model()
ClientError Traceback (most recent call last)
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\project_options.py:1029, in ProjectOptions.get(cls, project_id)
1028 path = f"projects/{project_id}/options/"
-> 1029 new_project_options = cls.from_location(path)
1030 if new_project_options.project_id is None:
1031 # Newly created projects return an empty json object, so we need to seed this
1032 # new project options instance with the correct project_id
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\api_object.py:49, in APIObject.from_location(cls, path, keep_attrs)
47 @classmethod
48 def from_location(cls: Type[T], path: str, keep_attrs: Optional[List[str]] = None) -> T:
---> 49 server_data = cls._server_data(path)
50 return cls.from_server_data(server_data, keep_attrs=keep_attrs)
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\api_object.py:85, in APIObject._server_data(cls, path)
83 @classmethod
84 def _server_data(cls, path: str) -> ServerDataType:
---> 85 return cls._client.get(path).json()
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\rest.py:191, in RESTClientObject.get(self, url, params, **kwargs)
190 def get(self, url: str, params: Optional[Any] = None, **kwargs: Any) -> Response: # type: ignore[override]
--> 191 return self.request("get", url, params=to_api(params), **kwargs)
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\rest.py:187, in RESTClientObject.request(self, method, url, join_endpoint, **kwargs)
186 if not response:
--> 187 handle_http_error(response, **kwargs)
188 return response
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\rest.py:365, in handle_http_error(response, **kwargs)
364 exc_message = template.format(response.status_code, message)
--> 365 raise exception_type(exc_message, response.status_code, json=parsed_json)
366 else:
ClientError: 404 client error: {'message': 'Not Found'}
During handling of the above exception, another exception occurred:
ClientError Traceback (most recent call last)
Cell In[22], line 5
2 from datarobot import AUTOPILOT_MODE
4 # Set the project's target and initiate Autopilot (runs in Quick mode unless a different mode is specified)
----> 5 project.analyze_and_model(target='mpg', worker_count=-1, mode=AUTOPILOT_MODE.QUICK)
7 # Open the project's Leaderboard to monitor the progress in UI.
8 project.open_in_browser()
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\project.py:1515, in Project.analyze_and_model(self, target, mode, metric, worker_count, positive_class, partitioning_method, featurelist_id, advanced_options, max_wait, target_type, credentials, feature_engineering_prediction_point, unsupervised_mode, relationships_configuration_id, class_mapping_aggregation_settings, segmentation_task_id, unsupervised_type, autopilot_cluster_list)
1510 self.set_worker_count(worker_count)
1512 aim_payload = self._construct_aim_payload(target, mode, metric)
1514 self._load_autopilot_options(
-> 1515 opts=advanced_options if advanced_options else self._options, payload=aim_payload
1516 )
1517 if positive_class is not None:
1518 aim_payload["positive_class"] = positive_class
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\project.py:390, in Project._options(self)
387 @property
388 def _options(self) -> ProjectOptions:
389 if self.__options is None:
--> 390 self.__options = ProjectOptions.get(self.id)
391 return self.__options
File ~\.conda\envs\VZPredFin2\lib\site-packages\datarobot\models\project_options.py:1038, in ProjectOptions.get(cls, project_id)
1035 except ClientError as ex:
1036 # If we receive a 404, it's because this project doesn't exist in DataRobot yet.
1037 if ex.status_code == 404:
-> 1038 raise ClientError(
1039 "Project options for this project do not exist. "
1040 "Please create a project in DataRobot first in order to retrieve the project's options.",
1041 status_code=ex.status_code,
1042 )
1043 # If it's something other than a 404, the error needs to be raised to the
1044 # user.
1045 else:
1046 raise ex
ClientError: Project options for this project do not exist. Please create a project in DataRobot first in order to retrieve the project's options.
DataRobot version: 3.1.0
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