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#!/usr/bin/env python3
import json
import sys
from scipy.stats import ttest_ind
def main(pvalue, file1, file2, macro=None):
with open(file1, "r") as f:
data1 = json.load(f)
with open(file2, "r") as f:
data2 = json.load(f)
result = ttest_ind(data1, data2)
pvalue = float(pvalue)
print(f"% {result}")
if macro is None:
print(r"\drefset{ttest/pvalue}{" + str(result.pvalue) + "}")
if result.pvalue < pvalue:
if macro:
print("\\def\\" + macro + "{$p < " + f"{pvalue:0.2f}" + "$}")
sys.exit(0)
else:
if macro:
print("\\def\\" + macro + "{$p \\ge " + f"{pvalue:0.2f}" + "$}")
sys.exit(1)
if __name__ == "__main__":
main(*sys.argv[1:])
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