Mercurial > repos > galaxy-australia > alphafold2

annotate docker/alphafold/run_alphafold_test.py @ 1:6c92e000d684 draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
author galaxy-australia
date Tue, 01 Mar 2022 02:53:05 +0000
parents
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
1
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
1 # Copyright 2021 DeepMind Technologies Limited
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
2 #
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
3 # Licensed under the Apache License, Version 2.0 (the "License");
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
4 # you may not use this file except in compliance with the License.
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
5 # You may obtain a copy of the License at
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
6 #
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
7 # http://www.apache.org/licenses/LICENSE-2.0
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
8 #
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
9 # Unless required by applicable law or agreed to in writing, software
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
10 # distributed under the License is distributed on an "AS IS" BASIS,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
12 # See the License for the specific language governing permissions and
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
13 # limitations under the License.
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
14
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
15 """Tests for run_alphafold."""
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
16
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
17 import os
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
18
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
19 from absl.testing import absltest
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
20 from absl.testing import parameterized
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
21 import run_alphafold
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
22 import mock
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
23 import numpy as np
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
24 # Internal import (7716).
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
25
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
26
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
27 class RunAlphafoldTest(parameterized.TestCase):
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
28
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
29 @parameterized.named_parameters(
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
30 ('relax', True),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
31 ('no_relax', False),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
32 )
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
33 def test_end_to_end(self, do_relax):
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
34
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
35 data_pipeline_mock = mock.Mock()
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
36 model_runner_mock = mock.Mock()
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
37 amber_relaxer_mock = mock.Mock()
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
38
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
39 data_pipeline_mock.process.return_value = {}
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
40 model_runner_mock.process_features.return_value = {
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
41 'aatype': np.zeros((12, 10), dtype=np.int32),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
42 'residue_index': np.tile(np.arange(10, dtype=np.int32)[None], (12, 1)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
43 }
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
44 model_runner_mock.predict.return_value = {
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
45 'structure_module': {
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
46 'final_atom_positions': np.zeros((10, 37, 3)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
47 'final_atom_mask': np.ones((10, 37)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
48 },
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
49 'predicted_lddt': {
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
50 'logits': np.ones((10, 50)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
51 },
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
52 'plddt': np.ones(10) * 42,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
53 'ranking_confidence': 90,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
54 'ptm': np.array(0.),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
55 'aligned_confidence_probs': np.zeros((10, 10, 50)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
56 'predicted_aligned_error': np.zeros((10, 10)),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
57 'max_predicted_aligned_error': np.array(0.),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
58 }
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
59 model_runner_mock.multimer_mode = False
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
60 amber_relaxer_mock.process.return_value = ('RELAXED', None, None)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
61
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
62 fasta_path = os.path.join(absltest.get_default_test_tmpdir(),
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
63 'target.fasta')
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
64 with open(fasta_path, 'wt') as f:
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
65 f.write('>A\nAAAAAAAAAAAAA')
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
66 fasta_name = 'test'
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
67
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
68 out_dir = absltest.get_default_test_tmpdir()
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
69
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
70 run_alphafold.predict_structure(
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
71 fasta_path=fasta_path,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
72 fasta_name=fasta_name,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
73 output_dir_base=out_dir,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
74 data_pipeline=data_pipeline_mock,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
75 model_runners={'model1': model_runner_mock},
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
76 amber_relaxer=amber_relaxer_mock if do_relax else None,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
77 benchmark=False,
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
78 random_seed=0)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
79
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
80 base_output_files = os.listdir(out_dir)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
81 self.assertIn('target.fasta', base_output_files)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
82 self.assertIn('test', base_output_files)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
83
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
84 target_output_files = os.listdir(os.path.join(out_dir, 'test'))
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
85 expected_files = [
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
86 'features.pkl', 'msas', 'ranked_0.pdb', 'ranking_debug.json',
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
87 'result_model1.pkl', 'timings.json', 'unrelaxed_model1.pdb',
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
88 ]
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
89 if do_relax:
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
90 expected_files.append('relaxed_model1.pdb')
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
91 self.assertCountEqual(expected_files, target_output_files)
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
92
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
93 # Check that pLDDT is set in the B-factor column.
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
94 with open(os.path.join(out_dir, 'test', 'unrelaxed_model1.pdb')) as f:
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
95 for line in f:
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
96 if line.startswith('ATOM'):
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
97 self.assertEqual(line[61:66], '42.00')
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
98
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
99
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
100 if __name__ == '__main__':
6c92e000d684 "planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
diff changeset
101 absltest.main()