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-rw-r--r--classification/test.py16
1 files changed, 16 insertions, 0 deletions
diff --git a/classification/test.py b/classification/test.py
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+++ b/classification/test.py
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+from os import listdir, path
+
+directory : str = "./test_input"
+
+def test(classifier):
+ for name in listdir(directory):
+ with open(path.join(directory, name), "r") as file:
+ sequence_to_classify = file.read()
+
+ candidate_labels = ['semantic', 'other', 'mistranslation', 'instruction']
+ result = classifier(sequence_to_classify, candidate_labels, multi_label=True)
+
+ print(name)
+ for label, score in zip(result["labels"], result["scores"]):
+ print(f"{label}: {score:.3f}")
+ print("")