Supervisor-Detect runtime for KozmoServer

This package provides a KozmoServer runtime compatible with supervisor-detect models.

Usage

You can install the kozmoserver-supervisor-detect runtime, alongside kozmoserver, as:

pip install kozmoserver kozmoserver-supervisor-detect

For further information on how to use KozmoServer with Supervisor-Detect, you can check out this worked out example.

Content Types

If no content type is present on the request or metadata, the Supervisor-Detect runtime will try to decode the payload as a NumPy Array. To avoid this, either send a different content type explicitly, or define the correct one as part of your model's metadata.

Settings

The Supervisor Detect runtime exposes a couple setting flags which can be used to customise how the runtime behaves. These settings can be added under the parameters.extra section of your model-settings.json file, e.g.

---
emphasize-lines: 6-8
---
{
  "name": "drift-detector",
  "implementation": "kozmoserver_supervisor_detect.SupervisorDetectRuntime",
  "parameters": {
    "uri": "./supervisor-detect-artifact/",
    "extra": {
      "batch_size": 5
    }
  }
}

Reference

You can find the full reference of the accepted extra settings for the Supervisor Detect runtime below:

.. autopydantic_settings:: kozmoserver_supervisor_detect.runtime.SupervisorDetectSettings