Usage Analytics
What are the usage statistics ZenML collects
Usage Analytics
In order to help us better understand how the community uses ZenML, the pip package reports anonymized usage statistics. You can always opt-out by using the CLI command:
Currently, opting in and out of analytics is a global setting applicable to all ZenML repositories within your system.
Why ZenML collects analytics
However, in order to improve ZenML and understand how it is being used, we need to use analytics to have an overview of how it is used 'in the wild'. This not only helps us find bugs but also helps us prioritize features and commands that might be useful in future releases. If we did not have this information, all we really get is pip download statistics and chatting with people directly, which while being valuable, is not enough to seriously better the tool as a whole.
How ZenML collects these statistics
None of the data sent can identify you individually but allows us to understand how ZenML is being used holistically.
What does ZenML collect?
Each Segment Track event collects the following metadata:
A unique UUID that is anonymous.
The ZenML version.
Operating system information, e.g. Ubuntu Linux 16.04
In addition, if you have opted-in to email communication (e.g. via zenml go
or the email collection screen on the dashboard), then the email
is sent as a metadata field.
If I share my email, will you spam me?
No, we won't. Our sole purpose of contacting you will be to ask for feedback (e.g. in the shape of a user interview). These interviews help the core team understand usage better, and prioritize feature requests.
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