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Test 04: Imputers

Purpose

Ensure that all input signals to the model have defined imputation rules, so missing data is handled consistently and robustly.

Required Inputs

From configs/env.sh:

  • WORK_DIR: Output directory for results
  • MODEL_PATH: Path to the model

How to Run

From your TestKit folder, execute: 

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./run.specific.sh 4
Or include as part of the full suite: 
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./run.sh

What This Test Does

  • Checks that every signal input to the model has an imputer defined
  • Flags any signals missing imputation rules
  • Fails the test if any required imputer is missing

Output Location

  • Main log: WORK_DIR/04.test_imputers.log (lists signals missing imputers)

How to Interpret Results

  • If the log lists missing imputers, update your configuration to define them
  • The test passes only if all signals have imputation rules

@@@[PLEASE_COMPLETE]: Add troubleshooting tips and example log output