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Resources & Remarks Modification History
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Function
The management of the AI platform Machine Learning (ML) Pipeline is done via the command line application Kairos CLI. The following commands are available.
| Command | Sub-Command | Description | Authorization required |
|---|---|---|---|
kairos help | Lists all available commands and how to use them. | no | |
kairos --help [COMMAND] | List the help page for the specific command. | no | |
kairos login -t [TENANT] -u [USERNAME] -p [PASSWORD] | Login to Kairos CLI app to get further access to commands. The login requires TENANT, USERNAME and PASSWORD in any order. If you don't specify values for all options, a dialog will be started. You will stay logged in until you enter the | yes | |
| Logout from the Kairos CLI app. | yes | |
kairos pipeline | Manage local AI pipelines. | yes | |
list | Returns console output with list of pipelines. | ||
create -n [NAME] -l [ARTIFACT LOCATION] | Adds a new pipeline to the list. Requires a NAME for the new pipeline and a path to the new pipeline's ARTIFACT LOCATION. | ||
delete -id [PIPELINEID] | Removes a pipeline from the list. Requires the ID of the pipeline you want to delete. | ||
kairos experiment | Run and manage MLFlow experiments. | yes | |
list | Returns console output with list of available experiments | ||
create -n [NAME] -l [ARTIFACT LOCATION] | Adds a new experiment to the list. Requires a NAME for the new experiment and a path to the new experiment's ARTIFACT LOCATION. | ||
delete -id [EXPERIMENTID] | Removes an experiment and its configurations. Requires the ID of the experiment (NOT the pipeline!) you want to delete. | ||
kairos model | Manage models. | yes | |
list -n [MODEL NAME] -v [MODEL VERSION] | Returns console output with list of all available registered models. Optionally, a MODEL NAME can be specified via the option | ||
metrics -runID [RUN ID] | Returns model metrics. Requires the RUN ID of for which all metrics should be returned. | ||
kairos schema | Manage inference inference schema. | yes | |
view -appName [APP NAME] | Returns console output of specified inference schema. Optionally, an APP NAME can be specified via the option | ||
store -fp [FILE PATH] -appName [APP NAME] | Uploads and overwrites existing inference schema to config api. Requires the FILE PATH to the inference schema to be uploaded. Optionally, an APP NAME can be specified via the option | ||
download -rp [RETURN PATH] -appName [APP NAME] | Downloads inference schema to specified location. Requires a RETURN PATH where the inference schema will be saved. Optionally, an APP NAME can be specified via the option | ||
Requirements
The PREDICT-API service Kairos CLI app is a part of the AI Auto ML platform and can run only in combination with the other included servicescomponents.
Kairos CLI furthermore requires:
- java 13+
Installation and Configuration
Use the terminal in administrator mode to have access to all system directories.
- If you were already using Kairos CLI app before, uninstall the old version.
- Run the installation file for the current version of Kairos CLI.
- Specify the installation directory if possible.
- Finish the installation.
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