#
# Copyright 2022 DMetaSoul
# 
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# 
#     http://www.apache.org/licenses/LICENSE-2.0
# 
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#

import sys
from scipy.stats import pearsonr, spearmanr

s1_file, s2_file, method = sys.argv[1], sys.argv[2], sys.argv[3]
scores1 = [float(l.strip()) for l in open(s1_file, 'r') if l.strip()]
scores2 = [float(l.strip()) for l in open(s2_file, 'r') if l.strip()]
if method == 'pearson':
    print(pearsonr(scores1, scores2))
elif method == 'spearman':
    print(spearmanr(scores1, scores2))
