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Where can I find the token and model_id for the Aporia SDK?

Go to the "versions" page, which can be found in the model sidebar. Once there, clicking any of the integrations will show you a code snippet that contains your token and model_id.

When using the Aporia Cloud version, the token can be found in the account page as well.

Does the Aporia SDK affect the performance of my application?

For the most part, no - the SDK works in a separate thread in the background, and shouldn't have a noticeable effect on the performance of your application.

There are a few exceptions to this rule:

  • The create_model_version function is blocking.
  • Functions that log training/test data are blocking, and might involve a noticeable computational overhead, depending on the size of the dataset your are logging.

Is it possible to report historical predictions?

Yes - you can report historical predictions (i.e. predictions that happened in the past) using the occurred_at parameter in the log_prediction function.

Can I modify a prediction after I report it?

No - The fields that are reported by log_prediction (namely features and predictions) cannot be changed after they are reported.

This also applies to raw_inputs or actuals that have been reported with the same prediction ID.

Can I add raw_inputs or actuals to a prediction after I report it?

Yes - You can report raw_inputs and actuals for a prediction after you report the features and prediction values by using the same prediction ID.

I created a new monitor - when will it run?

Monitor scheduling is based on the inspection period you defined when creating the monitor.

As a rule of thumb, monitor scheduling is calculated as ~inspection_period / 12. For example, if you configure a monitor to inspect the last hour, it will run roughly every ~5 minutes.

How do I invite a new user to my organization?

Go to the team page in the sidebar.

How much does Aporia cost?

See our pricing.