MissingLink Command Line Interface for Accessing and Manipulating your AI Projects
The MissingLink CLI provides a fast and convenient way to access and manipulate your experiments using MissingLink infrastructure.
You can also access MissingLink services through API calls from Python scripts. For more information, see MissingLink API.
The CLI is part of the MissingLink package and is ready for use as soon as you install MissingLink. See Installation for more details.
CLI command groups
The CLI comprises the following command groups:
|ml experiments||Performing actions on experiments|
|ml data||Handling data|
|ml resources||Managing resources|
|ml models||Managing models|
|ml orgs||Controlling organizations|
|ml projects||Managing projects|
|ml run||Running jobs|
Global CLI flags
Several options (flags) are available at the highest level of the MissingLink CLI command hierarchy.
When using these options, the syntax is as follows:
ml [GLOBAL OPTIONS] COMMAND [OPTIONS] ...
The global options are:
--output-format, -o [ tables | json | json-lines | csv ]
Determines output format.
Specify one of the following:
tablesfor tabular output
jsonfor a single JSON string that contains all records
json-linesfor each record in its own JSON string
csvfor a list of comma-separated values
ml --output-format json data query 4945294200406016 --query color:red --as-dict
--log-level [ CRITICAL | ERROR | WARNING | INFO | DEBUG ]
Sets logging verbosity level.
The default is
Disables the check for latest MissingLink package.