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How to use test_job_dir method in autotest

Best Python code snippet using autotest_python

tests.py

Source:tests.py

1# -*- coding: utf-8 -*-2from django.test import TestCase3import unittest4from django.urls import reverse5from django.conf import settings6from django.utils import timezone7import socket8import pytz9from time import sleep10from io import BytesIO11import os12import uuid13from random import randint14from mothulity import views, models, forms, utils15base_dir = os.path.abspath(os.path.dirname(__file__))16hostname_production = 'xe-mothulity-dizak'17hostname_development = 'bender'18class UtilsTests(TestCase):19    """20    Tests for uploaded files validator.21    """22    def setUp(self):23        """24        Sets up class level attributes for the tests.25        Parameters26        -------27        fastq_file: str28            Path to test fastq file.29        summ_file: str30            Path to test non-fastq file.31        sinfo_raw: str32            Path to test sinfo log file.33        long_idle_nodes: int, <61>34            Number of nodes idle in queue long.35        """36        self.test_job_id = str(uuid.uuid4())37        self.submission_data_dict = {"job_name": "test-job",38                                     "notify_email": "test@mail.com",39                                     "max_ambig": 0,40                                     "max_homop": 8,41                                     # "min_length": 100,42                                     # "max_length": 200,43                                     "min_overlap": 10,44                                     "screen_criteria": 95,45                                     "chop_length": 250,46                                     "precluster_diffs": 2,47                                     "classify_seqs_cutoff": 80,48                                     "amplicon_type": "16S"}49        self.j_id = models.JobID(job_id=self.test_job_id)50        self.j_id.save()51        submissiondata = models.SubmissionData(52            job_id=self.j_id,53            **self.submission_data_dict,54        )55        submissiondata.save()56        self.fastq_file = "{}/tests/Mock_S280_L001_R1_001.fastq".format(base_dir)57        self.summ_file = "{}/tests/mothur.job.trim.contigs.summary".format(base_dir)58        self.machine = "headnode"59        self.cmd = "uname"60        self.cmd_out = "Linux"61        self.sinfo_file = "{}/tests/sinfo.log".format(base_dir)62        self.squeue_file = "{}/tests/squeue.log".format(base_dir)63        self.long_idle_nodes = 6164        self.accel_idle_nodes = 1265        self.accel_alloc_nodes = 366        self.JOBID_1 = 132423367        self.JOBID_2 = 132449068        self.PARTITION_1 = "accel"69        self.NAME_1 = "bash"70        self.USER_1 = "maciek"71        self.ST_1 = "R"72        self.TIME_1 = "13-09:03:01"73        self.NODES_1 = 174        self.NODELIST_1 = "phi3"75        self.PARTITION_2 = "short"76        self.NAME_2 = "bash"77        self.USER_2 = "huncwot"78        self.ST_2 = "R"79        self.TIME_2 = "5:00:01"80        self.NODES_2 = 181        self.NODELIST_2 = "n1"82        self.ref_moth_cmd = 'mothulity tests --output-dir tests --run bash --job-name test_job'83        self.test_moth_files = 'tests'84        self.test_moth_cmd_dict = {85            'job_name': 'test job',86            'id': self.test_job_id,87            'job_id_id': self.test_job_id,88            'amplicon_type': '16S',89        }90        self.test_job_dir = '{}/tests/{}/'.format(base_dir, self.test_job_id.replace('-', '_'))91        self.test_no_job_dir = '{}/tests/{}/'.format(base_dir, str(uuid.uuid4()).replace('-', '_'))92        os.system('mkdir {}'.format(self.test_job_dir))93        os.system('mkdir {}'.format(self.test_no_job_dir))94        os.system('touch {0}1.fastq {0}2.fastq {0}mothur.job.sh {0}analysis_mothur.job.zip'.format(self.test_job_dir))95        self.ref_files_to_spare = ['analysis_mothur.job.zip']96    def tearDown(self):97        """98        Distroys tests left-overs.99        """100        os.system('rm -r {}'.format(self.test_job_dir))101        os.system('rm -r {}'.format(self.test_no_job_dir))102    def test_sniff_true(self):103        """104        Tests whether utils.sniff returns <True> on fastq file.105        """106        self.assertIs(utils.sniff_file(self.fastq_file), True)107    def test_sniff_false(self):108        """109        Tests whether utils.sniff returns <False> on fastq file.110        """111        self.assertIs(utils.sniff_file(self.summ_file), False)112    def test_count_seqs(self):113        """114        Tests whether utils.count_seqs return expected reads number.115        """116        self.assertEqual(utils.count_seqs(self.fastq_file), 4779)117    def test_parse_sinfo(self):118        """119        Tests whether sinfo log file returns expected values.120        """121        with open(self.sinfo_file) as fin:122            sinfo_str = fin.read()123        self.assertEqual(utils.parse_sinfo(sinfo_str,124                                           partition="long",125                                           state="idle"),126                         self.long_idle_nodes)127        self.assertEqual(utils.parse_sinfo(sinfo_str,128                                           partition="accel",129                                           state="idle"),130                         self.accel_idle_nodes)131        self.assertEqual(utils.parse_sinfo(sinfo_str,132                                           partition="accel",133                                           state="alloc"),134                         self.accel_alloc_nodes)135    def test_parse_squeue(self):136        """137        Test whether squeue log file returns expected values138        """139        with open(self.squeue_file) as fin:140            squeue_str = fin.read()141        self.assertEqual(utils.parse_squeue(squeue_str,142                                            self.JOBID_1,143                                            "JOBID"),144                         self.JOBID_1)145        self.assertEqual(utils.parse_squeue(squeue_str,146                                            self.JOBID_1,147                                            "PARTITION"),148                         self.PARTITION_1)149        self.assertEqual(utils.parse_squeue(squeue_str,150                                            self.JOBID_1,151                                            "NAME"),152                         self.NAME_1)153        self.assertEqual(utils.parse_squeue(squeue_str,154                                            self.JOBID_1,155                                            "USER"),156                         self.USER_1)157        self.assertEqual(utils.parse_squeue(squeue_str,158                                            self.JOBID_1,159                                            "ST"),160                         self.ST_1)161        self.assertEqual(utils.parse_squeue(squeue_str,162                                            self.JOBID_1,163                                            "TIME"),164                         self.TIME_1)165        self.assertEqual(utils.parse_squeue(squeue_str,166                                            self.JOBID_2,167                                            "JOBID"),168                         self.JOBID_2)169        self.assertEqual(utils.parse_squeue(squeue_str,170                                            self.JOBID_2,171                                            "PARTITION"),172                         self.PARTITION_2)173        self.assertEqual(utils.parse_squeue(squeue_str,174                                            self.JOBID_2,175                                            "NAME"),176                         self.NAME_2)177        self.assertEqual(utils.parse_squeue(squeue_str,178                                            self.JOBID_2,179                                            "USER"),180                         self.USER_2)181        self.assertEqual(utils.parse_squeue(squeue_str,182                                            self.JOBID_2,183                                            "ST"),184                         self.ST_2)185        self.assertEqual(utils.parse_squeue(squeue_str,186                                            self.JOBID_2,187                                            "TIME"),188                         self.TIME_2)189    # def test_ssh_cmd(self):190    #     """191    #     Tests whether commands via ssh are successful.192    #     """193    #     self.assertEqual(utils.ssh_cmd(self.cmd,194    #                                    self.machine),195    #                      self.cmd_out)196    def test_render_moth_cd(self):197        """198        Tests if the mothulity command is properly rendered.199        """200        self.assertEqual(201            sorted(self.ref_moth_cmd.split(' ')),202            sorted(utils.render_moth_cmd(203                moth_files=self.test_moth_files,204                moth_opts=self.test_moth_cmd_dict,205                shell='bash'206                ).split(' '))207        )208    def test_remove_except(self):209        """210        Tests whether only unwanted files are being removed.211        """212        utils.remove_except(self.test_job_dir, '*zip', safety=False)213        self.test_job_dir_content = os.listdir(self.test_job_dir)214        self.assertEqual(215            self.test_job_dir_content,216            self.ref_files_to_spare217            )218    def test_remove_except_no_exceptions(self):219        """220        Tests if everything is removed if there is nothing spare on purpose.221        """222        utils.remove_except(self.test_job_dir, None, safety=False)223        self.test_job_dir_content = os.listdir(self.test_job_dir)224        self.assertEqual(225            self.test_job_dir_content,226            [],227            )228    def test_remove_dir_safety_off(self):229        """230        Tests whether directory is properly removed.231        """232        os.listdir(self.test_job_dir)233        self.assertEqual(234            utils.remove_dir(self.test_job_dir, safety=False),235            []236            )237        with self.assertRaises(FileNotFoundError):238            os.listdir(self.test_job_dir)239    def test_remove_dir_safety_on(self):240        """241        Tests whether directory is properly removed.242        """243        self.assertEqual(244            utils.remove_dir(self.test_job_dir, safety=True),245            [self.test_job_dir]246            )247    def test_isdone(self):248        """249        Tests if returns proper value.250        """251        self.assertTrue(utils.isdone(self.test_job_dir))252        self.assertFalse(utils.isdone(self.test_job_dir, '*foobar'))253    def test_isstale(self):254        """255        Tests if utils.isstale return proper value.256        """257        sleep(5)258        self.assertEqual(259            utils.isstale('{}1.fastq'.format(self.test_job_dir), 3),260            True,261            )262        self.assertEqual(263            utils.isstale('{}1.fastq'.format(self.test_job_dir), 1200),264            False,265            )266    def test_get_dirs_without_entries(self):267        """268        Test if utils.get_dirs_without_entries returns proper value.269        """270        self.assertEqual(271            utils.get_dirs_without_entries('{}/tests/'.format(base_dir), job_model=models.SubmissionData),272            [self.test_no_job_dir]273            )274class ViewsResponseTests(TestCase):275    """276    Tests for the response codes.277    """278    def setUp(self):279        """280        Sets up class level attributes for the tests.281        Parameters282        -------283        urls_list: list of str284            List urls postfixes to be tested by django's test client.285        """286        self.settings_domain = [287            i for i in settings.ALLOWED_HOSTS if i != 'localhost'288        ][0]289        site = models.Site(id=randint(1, 10))290        site.domain = self.settings_domain291        site.name = 'mothulity'292        site.save()293        path_settings = models.PathSettings(294            site=site,295            upload_path='/tmp/',296            hpc_path='/tmp/',297        )298        path_settings.save()299        web_server_settings = models.WebServerSettings(300            site=site,301            files_upload_expiry_time=1200,302        )303        web_server_settings.save()304        hpc_settings = models.HPCSettings(305            site=site,306            hpc_name='headnode',307            free_Ns_minimum_number=20,308            free_PHIs_minimum_number=5,309            retry_maximum_number=1,310            scheduler_interval=300,311        )312        hpc_settings.save()313        self.test_job_id = str(uuid.uuid4())314        self.submission_data_dict = {"job_name": "test-job",315                                     "notify_email": "test@mail.com",316                                     "max_ambig": 0,317                                     "max_homop": 8,318                                     # "min_length": 100,319                                     # "max_length": 200,320                                     "min_overlap": 10,321                                     "screen_criteria": 95,322                                     "chop_length": 250,323                                     "precluster_diffs": 2,324                                     "classify_seqs_cutoff": 80,325                                     "amplicon_type": "16S"}326        self.test_seqs_count = 42327        self.test_job_status = "pending"328        self.test_submission_time = timezone.now()329        self.j_id = models.JobID(job_id=self.test_job_id)330        self.j_id.save()331        stats = models.SeqsStats(job_id=self.j_id,332                                 seqs_count=self.test_seqs_count)333        stats.save()334        status = models.JobStatus(job_id=self.j_id,335                                  job_status=self.test_job_status,336                                  submission_time=self.test_submission_time)337        status.save()338        submissiondata = models.SubmissionData(job_id=self.j_id,339                                             **self.submission_data_dict)340        submissiondata.save()341        self.ref_single_file_name = '{}/tests/Mock_S280_L001_R1_001.fastq'.format(base_dir)342        self.ref_paired_fastq_file_name = '{}/tests/Mock_S280_L001_R2_001.fastq'.format(base_dir)343        self.ref_not_fastq_R1_file_name = '{}/tests/not_a_fastq_file_R1.fastq'.format(base_dir)344        self.ref_not_fastq_R2_file_name = '{}/tests/not_a_fastq_file_R2.fastq'.format(base_dir)345        self.ref_index_h1 = 'run mothur with a single button!'346        self.ref_submit_no_data_h2 = 'Parameters to run mothulity'347        self.ref_submit_data_submitted_h1 = '{} has been submitted'.format(submissiondata.job_name.replace('-', '_'))348        self.ref_status_h2 = '{} is {}'.format(submissiondata.job_name, self.test_job_status)349        self.ref_status_p_pending = 'It means it is waiting for resources allocation on the computing cluster.'350        self.ref_status_p_dead = 'Sorry, your job was not finished despite being processed {} times'.format(hpc_settings.retry_maximum_number + 1)351    def test_index_response_code(self):352        """353        Tests whether response code of available urls equals <200>.354        """355        response = self.client.get(reverse("mothulity:index"))356        self.assertEqual(response.status_code, 200)357        self.assertContains(response, self.ref_index_h1)358    def test_single_file_upload(self):359        with open(self.ref_single_file_name) as fin:360            response = self.client.post(361                reverse("mothulity:index"),362                {'file_field': fin}363            )364        self.assertContains(response, views.upload_errors['uneven'])365    def test_bad_files_upload(self):366        with open(self.ref_not_fastq_R1_file_name) as fin_1:367            with open(self.ref_not_fastq_R2_file_name) as fin_2:368                response = self.client.post(369                    reverse("mothulity:index"),370                    {'file_field': (fin_1, fin_2)}371                )372        self.assertContains(response, views.upload_errors['format'])373    def test_good_files_upload_no_remote_dir_mounted(self):374        with open(self.ref_single_file_name) as fin_1:375            with open(self.ref_paired_fastq_file_name) as fin_2:376                response = self.client.post(377                    reverse("mothulity:index"),378                    {'file_field': (fin_1, fin_2)},379                    follow=True,380                )381        self.assertEqual(response.status_code, 200)382        self.assertContains(response, views.upload_errors['mothulity_fc'])383    @unittest.skipUnless(socket.gethostname() == hostname_production, 'Paths supposed to work on the production machine.')384    def test_good_files_upload_remote_dir_mounted(self):385        site = models.Site.objects.get(domain=self.settings_domain)386        path_settings = site.pathsettings387        path_settings.upload_path='/mnt/mothulity_HPC/jobs/'388        path_settings.hpc_path='/home/mothulity/jobs/'389        path_settings.save()390        with open(self.ref_single_file_name) as fin_1:391            with open(self.ref_paired_fastq_file_name) as fin_2:392                response = self.client.post(393                    reverse("mothulity:index"),394                    {'file_field': (fin_1, fin_2)},395                    follow=True,396                )397        self.assertEqual(response.status_code, 200)398        self.assertContains(response, self.ref_submit_no_data_h2)399    @unittest.skipUnless(socket.gethostname() == hostname_development, 'Paths supposed to work on the development machine.')400    def test_good_files_upload_remote_dir_mounted(self):401        site = models.Site.objects.get(domain=self.settings_domain)402        path_settings = site.pathsettings403        path_settings.upload_path='/mnt/headnode/data/django/'404        path_settings.hpc_path='/home/dizak/data/django/'405        path_settings.save()406        with open(self.ref_single_file_name) as fin_1:407            with open(self.ref_paired_fastq_file_name) as fin_2:408                response = self.client.post(409                    reverse("mothulity:index"),410                    {'file_field': (fin_1, fin_2)},411                    follow=True,412                )413        self.assertEqual(response.status_code, 200)414        self.assertContains(response, self.ref_submit_no_data_h2)415    def test_submit_no_data(self):416        response = self.client.post(417            reverse('mothulity:submit', args=(self.test_job_id,)),418            )419        self.assertEqual(response.status_code, 200)420        self.assertContains(response, self.ref_submit_no_data_h2)421    def test_submit_data_submitted(self):422        response = self.client.post(423            reverse('mothulity:submit', args=(self.test_job_id,)),424            data=self.submission_data_dict,425            )426        self.assertEqual(response.status_code, 200)427        self.assertContains(response, self.ref_submit_data_submitted_h1)428    def test_status_pending(self):429        response = self.client.get(430            reverse('mothulity:status', args=(self.test_job_id,))431            )432        self.assertEqual(response.status_code, 200)433        self.assertContains(response, self.ref_status_h2)434        self.assertContains(response, self.ref_status_p_pending)435        print(response.content)436    def test_status_dead(self):437        self.test_job = models.JobID.objects.get(job_id=self.test_job_id)438        self.test_status = models.JobStatus.objects.get(job_id=self.test_job)439        self.test_status.job_status = 'dead'440        self.test_status.save()441        self.site = site = models.Site.objects.get(442            domain=[i for i in settings.ALLOWED_HOSTS if i != 'localhost'][0]443        )444        self.hpc_settings = self.site.hpcsettings445        self.response = self.client.get(446            reverse('mothulity:status', args=(self.test_job_id,))447            )448        self.assertEqual(self.response.status_code, 200)449        self.assertContains(self.response, self.ref_status_p_dead)450class ModelsTest(TestCase):451    """452    Tests for the models database API.453    """454    def setUp(self):455        """456        Sets up class level attrubutes for the tests.457        Parameters458        -------459        test_job_id: str460            UUID created ad hoc and converted into str.461        """462        self.test_job_id = str(uuid.uuid4())463        self.submission_data_dict = {"job_name": "test-job",464                                     "notify_email": "test@mail.com",465                                     "max_ambig": 0,466                                     "max_homop": 8,467                                     # "min_length": 100,468                                     # "max_length": 200,469                                     "min_overlap": 10,470                                     "screen_criteria": 95,471                                     "chop_length": 250,472                                     "precluster_diffs": 2,473                                     "classify_seqs_cutoff": 80,474                                     "amplicon_type": "16S"}475        self.test_seqs_count = 42476        self.test_job_status = "pending"477        self.test_submission_time = timezone.now()478        self.j_id = models.JobID(job_id=self.test_job_id)479        self.j_id.save()480    def test_job_id(self):481        """482        Tests whether job_id is properly saved and retrieved into and from the483        model.484        """485        self.assertIs(self.j_id.job_id, self.test_job_id)486    def test_seqsstats(self):487        """488        Tests whether job_id is properly saved and retrieved into and from the489        model as well as creation of seqsstats_set connected with the job_id.490        """491        stats = models.SeqsStats(job_id=self.j_id,492                                 seqs_count=self.test_seqs_count)493        stats.save()494        self.assertEqual(stats.seqs_count, self.test_seqs_count)495    def test_jobstatus(self):496        """497        Tests whether job_status and submission_time are properly saved and498        retrieved.499        """500        status = models.JobStatus(job_id=self.j_id,501                                  job_status=self.test_job_status,502                                  submission_time=self.test_submission_time)503        status.save()504        self.assertIs(status.job_status, self.test_job_status)505        self.assertIs(status.submission_time, self.test_submission_time)506    def test_submissiondata(self):507        """508        Tests whether job_name is properly sanitized - dashed replaced with509        underscores510        """511        submissiondata = models.SubmissionData(job_id=self.j_id,512                                               **self.submission_data_dict)513        submissiondata.save()514        self.assertIs(submissiondata.job_name, self.submission_data_dict["job_name"])515class FormsTest(TestCase):516    """517    Tests for the forms.518    """519    def setUp(self):520        """521        Sets up class level attrubutes for the tests.522        """523        self.form_data = {"job_name": "test-job",524                          "notify_email": "test@mail.com",525                          "max_ambig": 0,526                          "max_homop": 8,527                          # "min_length": 100,528                          # "max_length": 200,529                          "min_overlap": 10,530                          "screen_criteria": 95,531                          "chop_length": 250,532                          "precluster_diffs": 2,533                          "classify_seqs_cutoff": 80,534                          "amplicon_type": "16S"}535        self.clean_job_name = self.form_data["job_name"].replace("-", "_")536    def test_form_validity(self):537        form = forms.OptionsForm(self.form_data)538        self.assertTrue(form.is_valid())539    def test_form_sanitize(self):540        form = forms.OptionsForm(self.form_data)541        if form.is_valid():...

test_utils_unit.py

Source:test_utils_unit.py

...19def fill_in(dir):20    open(f"{dir}/simple.sh", "w").close()21    open(f"{dir}/simple.cmd", "w").close()22@pytest.fixture23def test_job_dir():24    d = tempfile.mkdtemp()25    d = f"{d}/js_testdir"26    os.mkdir(d)27    fill_in(d)28    return d29@pytest.fixture30def test_old_dir(test_job_dir):31    d = f"{test_job_dir}/../js_newstuff"32    os.mkdir(d)33    fill_in(d)34    d = f"{test_job_dir}/../js_oldstuff"35    os.mkdir(d)36    fill_in(d)37    eightdaysago = time.time() - 691200...

train_test.py

Source:train_test.py

1# Copyright 2017 Google Inc. All Rights Reserved.2#3# Licensed under the Apache License, Version 2.0 (the "License");4# you may not use this file except in compliance with the License.5# You may obtain a copy of the License at6#7#     http://www.apache.org/licenses/LICENSE-2.08#9# Unless required by applicable law or agreed to in writing, software10# distributed under the License is distributed on an "AS IS" BASIS,11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.12# See the License for the specific language governing permissions and13# limitations under the License.14import glob15import json16import os17import random18import tempfile19import unittest20from . import train21class TrainTest(unittest.TestCase):22  def setUp(self):23    self.job_dir = tempfile.mkdtemp()24    self.num_checkpoints = 1025    self.checkpoint_files = []26    self.checkpoint_steps = 10027    self.test_job_dir = tempfile.mkdtemp()28    self.test_job_file_glob = os.path.join(self.test_job_dir, "*")29    # Note that hyperparameters are intended to be constant across checkpoints30    self.hyperparameter_1 = 1731    self.hyperparameter_2 = 3.1415932    for i in range(self.num_checkpoints):33      path = os.path.join(34          self.job_dir,35          "dummy-checkpoint-{}.json".format(i)36      )37      checkpoint_data = {38          "steps": i*self.checkpoint_steps,39          "hyperparameters": {40              "hyperparameter_1": self.hyperparameter_1,41              "hyperparameter_2": self.hyperparameter_242          },43          "model": random.random()44      }45      with open(path, "w") as fp:46        json.dump(checkpoint_data, fp)47      self.checkpoint_files.append(path)48    self.garbage_file = os.path.join(self.job_dir, "garbage")49    with open(self.garbage_file, "w") as gf:50      gf.write("garbage")51  def tearDown(self):52    os.remove(self.garbage_file)53    for path in self.checkpoint_files:54      os.remove(path)55    os.rmdir(self.job_dir)56    test_job_files = glob.glob(self.test_job_file_glob)57    for path in test_job_files:58      os.remove(path)59    os.rmdir(self.test_job_dir)60  def test_get_checkpoints(self):61    checkpoints = train.get_checkpoints(self.job_dir)62    self.assertSetEqual(set(checkpoints), set(self.checkpoint_files))63  def test_checkpoint_index(self):64    indices = map(train.checkpoint_index, self.checkpoint_files)65    self.assertListEqual(indices, range(self.num_checkpoints))66  def test_latest_checkpoint_1(self):67    latest_checkpoint = train.latest_checkpoint(68        random.sample(self.checkpoint_files, self.num_checkpoints)69    )70    self.assertEqual(71        latest_checkpoint,72        (self.checkpoint_files[-1], self.num_checkpoints-1)73    )74  def test_latest_checkpoint_2(self):75    latest_checkpoint = train.latest_checkpoint([])76    self.assertEqual(latest_checkpoint, (None, None))77  def test_save_checkpoint(self):78    self.assertEqual(len(glob.glob(self.test_job_file_glob)), 0)79    checkpoint_data = {80        "test_key": "test_value"81    }82    checkpoint_file = train.save_checkpoint(83        self.test_job_dir,84        1,85        checkpoint_data86    )87    self.assertEqual(len(glob.glob(self.test_job_file_glob)), 1)88    with open(checkpoint_file) as fp:89      saved_object = json.load(fp)90    self.assertDictEqual(saved_object, checkpoint_data)91  def test_runner(self):92    self.assertEqual(len(glob.glob(self.test_job_file_glob)), 0)93    hyperparameters = {94        "hyperparameter_1": self.hyperparameter_1,95        "hyperparameter_2": self.hyperparameter_296    }97    train_steps = 10098    checkpoint_steps = 1099    train.runner(100        train.generate_trainer,101        self.test_job_dir,102        train_steps,103        checkpoint_steps,104        hyperparameters105    )106    self.assertEqual(107        len(glob.glob(self.test_job_file_glob)),108        int(train_steps/checkpoint_steps) + 1109    )110if __name__ == "__main__":...

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