building of pipeline (validation flaky)
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29
libs/run_tests.py
Normal file
29
libs/run_tests.py
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@@ -0,0 +1,29 @@
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from libs.test_class import Test
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from libs.validators import system_human_answer_match
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from libs.runnables import basic
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def padd(list, element):
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longest = 0
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for s in list:
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longest = max(longest, len(str(s)))
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return str(element).ljust(longest)
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def run_tests(models: list[str], seeds: list[int], tests: list[Test], base_url: str):
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results = []
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esc = "\033"
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for model in models:
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for seed in seeds:
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for test in tests:
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try:
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result = test.runnable(model=model, seed=seed, test=test, base_url=base_url)
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results.append({"test": test,"model": model, "seed": seed, "result": result})
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print(f"Model {padd(models, model)} starting with seed {padd(seeds, seed)} is done with test '{test.name}'.")
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except Exception as e:
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print("\033[0;31mError:\033[0m" + e)
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for result in results:
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result['validation'] = test.validator(test=result['test'], answer=result['result'], base_url=base_url)
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print(f"Validation of answer from test {result['test'].name} by {result['model']} with seed {result['seed']} evaluated to " + ('\033[0;32mcorrect\033[0m' if result['validation'] == True else '\033[0;31mincorrect\033[0m'))
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return results
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