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import argparse
import sys
import textwrap
import pandas as pd
def check_csv(filename):
"""
Basic accuracy checking.
"""
df = pd.read_csv(filename)
failed = []
for _, row in df.iterrows():
model_name = row["name"]
status = row["accuracy"]
if "pass" not in status:
failed.append(model_name)
print(f"{model_name:34} {status}")
if failed:
print(
textwrap.dedent(
f"""
Error {len(failed)} models failed
{' '.join(failed)}
"""
)
)
sys.exit(1)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--file", "-f", type=str, help="csv file name")
args = parser.parse_args()
check_csv(args.file)
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