get_max_min_values.py

"""
Get similarities of similar and dissimilar pairs.
The values are used for normalizing the colors in the visualization.
"""
from app import load_pipeline
from recognizers import DiffAlign, DiffDel

similar_pair = ("Hello!", "Hi!")
dissimilar_pair = ("Hello!", "asdf")

pipeline = load_pipeline()
diff_align = DiffAlign(pipeline=pipeline)
diff_del = DiffDel(pipeline=pipeline)

print("Similar pair:")
print(diff_align.predict(*similar_pair).min)
print(diff_del.predict(*similar_pair).min)

print("Dissimilar pair:")
print(diff_align.predict(*dissimilar_pair).max)
print(diff_del.predict(*dissimilar_pair).max)