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import pytest
import markdown
from bs4 import BeautifulSoup
from compliance_checks import (
ComputationalRequirementsCheck, ComputationalRequirementsResult,
)
expected_infrastructure = """\
Jean Zay Public Supercomputer, provided by the French government.\
Hardware\
384 A100 80GB GPUs (48 nodes)\
Software\
Megatron-DeepSpeed (Github link)\
"""
@pytest.fixture
def computational_requirements_model_card():
# Adapted from: https://huggingface.co/bigscience/bloom/blob/main/README.md
return """
# Model Card for Sample Model
## Some Random Header
## Technical Specifications
### Compute infrastructure
Jean Zay Public Supercomputer, provided by the French government.
#### Hardware
* 384 A100 80GB GPUs (48 nodes)
#### Software
* Megatron-DeepSpeed ([Github link](https://github.com/bigscience-workshop/Megatron-DeepSpeed))
</details>
## Intended Use
Etc..
"""
@pytest.fixture
def bad_computational_requirements_model_card():
# Adapted from: https://huggingface.co/bigscience/bloom/blob/main/README.md
return """
# Model Card for Sample Model
## Some Random Header
## Technical Specifications
### Compute infrastructure
[More Information Needed]
## Intended Use
Etc..
"""
@pytest.mark.parametrize("check,card,expected", [
(ComputationalRequirementsCheck(), "computational_requirements_model_card", ComputationalRequirementsResult(
status=True,
requirements=expected_infrastructure,
)),
(ComputationalRequirementsCheck(), "bad_computational_requirements_model_card", ComputationalRequirementsResult()),
])
def test_run_checks(check, card, expected, request):
card = request.getfixturevalue(card)
model_card_html = markdown.markdown(card)
card_soup = BeautifulSoup(model_card_html, features="html.parser")
results = check.run_check(card_soup)
assert results == expected
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