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Commit f9e04aa0 authored by Sachin Kadyan's avatar Sachin Kadyan
Browse files

Added tests for the data_transforms

parent ddf922df
import copy
import gzip
import os
import pickle
import numpy
import torch
import unittest
from data.data_transforms import make_seq_mask
from openfold.config import model_config
class TestDataTransforms(unittest.TestCase):
def test_make_seq_mask(self):
seq = torch.tensor([range(20)], dtype=torch.int64).transpose(0,1)
seq_one_hot = torch.FloatTensor(seq.shape[0], 20).zero_()
seq_one_hot.scatter_(1, seq, 1)
protein_aatype = torch.tensor(seq_one_hot)
protein = {'aatype': protein_aatype}
protein = make_seq_mask(protein)
print(protein)
assert 'seq_mask' in protein
assert protein['seq_mask'].shape == torch.Size((seq.shape[0], 20))
if __name__ == '__main__':
unittest.main()
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