Such as:
"predictions":[1],"probabilities":{"0":[0.29806847464300],"1":[0.70193152535699]}
Such as:
"predictions":[4],"probabilities":{"1":[0],"2":[0],"3":[0.1666667],"4":[0.8333333],"5":[0],"6":[0]}
Such as:
"predictions":[50.271428571428565]
A successful stability request returns the actual response and the observation identifier, as well as the status code, and the date from a timestamp, if one exists. If a timestamp is not provided, the results include the server time in UTC of the prediction request.
ERRORS apply to the entire request. If an error is received, no results are logged.
responseCode | Request Type | Details |
---|---|---|
ERROR_DATA_TYPE |
Both | One or more entries has an incorrect data type. Prediction results
cannot be logged. One or more entries has an incorrect data type. Stability results cannot be logged. |
ERROR_INVALID_APIKEY |
Both | Your API key is incorrect. Verify that you have entered it
correctly. If the key has expired or has been revoked, you must create a new key to access the deployment. |
ERROR_INVALID_OBS_ID |
Prediction | One or more observation ID values are invalid. Results cannot be logged. |
ERROR_INVALID_PAYLOAD |
Prediction | The prediction request has no valid columns. Prediction results cannot be logged. |
ERROR_MISSING_COLUMNS |
Stability | One or more variable names are incorrect in your request. Stability results cannot be logged. |
ERROR_MISSING_OBS_ID |
Both | One or more observation ID values are missing. Prediction results
cannot be logged because Observation IDs are set as required in the
Settings tab. One or more observation ID values are missing. Stability results cannot be logged. |
ERROR_UNEQUAL_ROWS |
Both | All columns in your request must have the same number of rows. Results cannot be logged. |
WARNINGS apply to individual rows of the request. If a warning is received, partial results may be logged.
responseCode | Request Type | Details |
---|---|---|
WARNING_OBS_ID |
Both | Observation ID value is missing. Prediction results for this row
are logged, but are not available for stability reporting.
Observation ID value does not match a logged observation ID value within the last six months. Stability results for this row cannot be logged. |
WARNING_SCORE_LIMIT |
Prediction | You have exceeded the daily maximum number of logged prediction
results for this model. Minitab Model
Ops has a limit of 1440 data rows per
model, per day. Depending on when the daily maximum was reached, some prediction results may not have been logged. For more information, go to the next section, "Daily storage utilization". |
WARNING_STABILITY_LIMIT |
Stability | You have exceeded the daily maximum number of logged stability
results for this model. Minitab Model
Ops has a limit of 2880 data rows per
model, per day. Depending on when the daily maximum was reached, some stability results may not have been logged. For more information, go to the next section, "Daily storage utilization". |
WARNING_TIME_RANGE |
Prediction | Timestamp range is not valid. Prediction results for this row cannot be logged. For more information on date/time ranges, go to Date/time data requirements. |
WARNING_TIME_VALUE |
Prediction | Timestamp value is not valid. Prediction results for this row cannot be logged. For more information on date/time formats, go to Date/time data requirements. |
WARNING_UNKNOWN_REPONSE |
Stability | Actual response is missing or contains a level that does not exist in the model. Stability results for this row cannot be logged. |
Minitab Model Ops has a limit of 1440 data rows per deployment, per day for scoring models. Minitab Model Ops also has a limit of 2880 data rows per deployment, per day for stability data.
Time stamp | # of prediction requests | Prediction capacity | # of stability requests | Stability capacity |
---|---|---|---|---|
June 1 | 1080 | 25% remaining (1080/1440) | 2592 | 10% remaining (2592/2880) |
June 2 | 720 | 50% remaining (720/1440) | 2100 | 25% remaining (2100/2800) |
June 3 | 0 | 100% remaining (0/1440) | 0 | 100% remaining (0/2800) |