Enhance KernelCI Maestro to Support Numerical Values #426

Many of the tests we run yield numerical values as output. For example, fluster tests may produce a "score" value, and boot time tests may return values in seconds or microseconds. Currently, we only support test results as enum values(pass/fail/miss/etc). We can enhance our node model to support additional numerical values, providing more detailed test results.

For reference, see the discussion: GitHub Issue #546.

Objective:
The goal of this task is to extend the node model to support numerical values. The task can be divided into the following steps:

1. Design necessary field(s) in the node model

   • Identify and define the additional fields needed to store numerical values in the node model. @JenySadadia proposed to use "data" subfield.

2. Add support to LAVA parser (optional)

   • Update the LAVA parser in kernelci-core/kernelci/runtime/lava.py to handle the new numerical fields, if necessary. Probably @pawiecz can implement, or assist as LAVA expert.

3. Implement data retrieval from LAB results

   • Modify lava_callback.py in the kernelci-pipeline to retrieve and process numerical data from LAB results.

4. Review and discuss KCIDB schema

   • Evaluate if the KCIDB schema has the necessary fields to accommodate the new data. Propose changes if required.

5. Assist/submit PR for KCIDB changes (optional)

   • Contribute to the KCIDB repository by assisting with or submitting a pull request to implement the proposed schema changes.

6. Implement data submission to KCIDB

   • Update the process to submit the numerical data to KCIDB, ensuring the new fields are correctly populated.

KCIDB related changes is more expertise of @JenySadadia i believe.

Steps:

• Design necessary field(s) in the node model.
• (Optional) Add support to LAVA parser at kernelci-core/kernelci/runtime/lava.py.
• Implement data retrieval from LAB results in lava_callback.py in kernelci-pipeline.
• Discuss if KCIDB has necessary fields/schema for such data, and propose changes if needed.
• (Optional) Assist/submit PR for KCIDB changes.
• Implement data submission to KCIDB.