Known issues
The following are known issues in the AI Toolkit version 5.6.3. If no known issues are listed, no issues have been reported.
| Date filed | Issue number | Description |
|---|---|---|
| 2024-06-19 | MLA-4727 | Investigate the root cause of Experiments page showing blank with "Loading failed"
Workaround:
The workaround to this issue is narrowed down to deleting all .pyc files under $SPLUNK_HOME/etc/ using the following command:
find $SPLUNK_HOME/etc/ -name "*.pyc" -type f -delete
|
| 2024-04-30 | MLA-4719 | Getting AuthenticationFailed, Client is not authenticated while running MLTK model |
| 2024-03-15 | MLA-4716 | DensityFunction: when using lower/upper_thresholds, BoundaryRanges incorrectly overlap so all values are being deemed outliers |
| 2022-08-24 | MLA-4320 | Experiments' Search bar does not work with map command when used with $$ such as date_hour=$hour$
Workaround:
Run your SPL in the regular Search bar. If you want to see SODA outlier visualizations, add show_density=true show_options="feature_variables,split_by,params" to your SPL and select Distribution Plot from the Visualization tab.
|
| 2022-07-20 | MLA-4303 | Singular Matrix error in StateSpaceForecast Algo |
| 2022-01-10 | MLA-4234 | Deleting an alert after creating it does not work Workaround: Go to the list of alerts and delete your alert from there. |
| 2021-11-25 | MLA-4178 | Experiment Alert search not created correctly from Assistant Workaround: Manually adjust the created search in savedsearches.conf or through the UI. Use the SPL created by the assistants a start. |
| 2021-07-09 | MLA-4026 | What-If Analysis does not properly display on some Unix platforms |
| 2020-08-03 | MLA-3950 | Apply command does not run if used from a sub search
Workaround:
Use appendcols command to append the column that will be returned from the subsearch to the savedsearch's columns, instead of assigning its value to a non-existing column in the savedsearch.
Example: | inputlookup track_day.csv
fit LogisticRegression fit_intercept=true "vehicleType" from "batteryVoltage" "engineCoolantTemperature" "engineSpeed" "lateralGForce" "longitudeGForce" "speed" "verticalGForce" into "example_vehicle_type"
makeresults count=50000
Save as: MLA3950
savedsearch MLA3950 | appendcols \[| inputlookup track_day.csv | apply "example_vehicle_type" | table vehicleType]
This will append the |
| 2019-12-17 | MLA-3701 | Search bars in Assistants will not display more than approximately 500k rows Workaround: This is mostly a visual issue - the actual number of results the Assistant will use when fitting a model is not affected. |
| 2019-12-11 | MLA-3686 | MLTK Assistants do not support quote characters in field names Workaround: Use the "rename" or "eval" command to rename the field prior to using it. |
| 2019-10-09 | MLA-3559 | Loading settings from experiment history while in the Learn stage will lead to warnings, even when inputs are correct |
| 2019-08-30 | MLA-3423 | Add a warning message when kfold_cv is set to number greater than half of the datasize |
| 2019-07-12 | MLA-3237 | Anova table does not allow some special characters in formula some field names
Workaround:
Rename your field names before running "score anova" if they include one or more of those special characters:
|