AskAnna CLI & Python SDK
The AskAnna CLI offers a command line interface to the AskAnna platform. With the Python SDK you can run AskAnna functions directly from your Python script. The CLI & Python SDK simplifies the communication with the AskAnna platform and provides facilities for supporting every part of a data science project.
Documentation
For the latest information check the AskAnna Documentation. Or open directly the documentation for:
Quickstart
Install AskAnna
pip install askanna
Update AskAnna
pip install -U askanna
Login to AskAnna
askanna login
This will create a .askanna.yml in your home directory.
Authorization token
When the AskAnna CLI & Python SDK is used in for example a CI/CD, one can configure authentication by setting an environment variable:
export AA_REMOTE=https://beta-api.askanna.eu
export AA_TOKEN={{ API TOKEN }}
The API token can be found in the created ~/.askanna.yml file after you logged in with askanna login.
How to push code to AskAnna
Run the innit-command on the main directory of your project. The command will create a new project on AskAnna and will
add a askanna.yml file to your local project directory. In the askanna.yml file you can configure jobs. For more
information, see the askanna.yml documentation.
askanna init
If you want to start a project from scratch (or a template), you can run the create-command.
askanna create
With the push-command your code will be uploaded to the project in AskAnna.
askanna push
Track metrics
To track metrics for your runs, you can use the function track_metric. For more information, see the
metrics documentation.
from askanna import track_metric
track_metric("name", "value")
Track variables
To track variables for your runs, you can use the function track_variable. For more information, see the
variables documentation.
from askanna import track_variable
track_variable("name", "value")
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