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from nose.tools import assert_true, assert_false, assert_equal, assert_raises |
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import os |
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import tempfile |
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import shutil |
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from smartdispatch.queue import Queue |
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from smartdispatch.job_generator import JobGenerator, job_generator_factory |
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from smartdispatch.job_generator import HeliosJobGenerator, HadesJobGenerator |
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from smartdispatch.job_generator import GuilliminJobGenerator, MammouthJobGenerator |
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class TestJobGenerator(object): |
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pbs_flags = ['-lfeature=k80', '-lwalltime=42:42', '-lnodes=6:gpus=66', '-m', '-A123-asd-11', '-t10,20,30'] |
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def setUp(self): |
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self.testing_dir = tempfile.mkdtemp() |
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self.cluster_name = "skynet" |
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self.name = "9000@hal" |
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self.walltime = "10:00" |
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self.cores = 42 |
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self.gpus = 42 |
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self.mem_per_node = 32 |
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self.modules = ["cuda", "python"] |
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self.queue = Queue(self.name, self.cluster_name, self.walltime, self.cores, 0, self.mem_per_node, self.modules) |
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self.queue_gpu = Queue(self.name, self.cluster_name, self.walltime, self.cores, self.gpus, self.mem_per_node, self.modules) |
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self.commands = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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self.prolog = ["echo prolog"] |
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self.epilog = ["echo epilog"] |
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def tearDown(self): |
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shutil.rmtree(self.testing_dir) |
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View Code Duplication |
def test_generate_pbs(self): |
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job_generator = JobGenerator(self.queue, self.commands, prolog=self.prolog, epilog=self.epilog) |
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# Test nb_cores_per_command argument |
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# Should needs one PBS file |
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assert_equal(len(job_generator.pbs_list), 1) |
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assert_equal(job_generator.pbs_list[0].commands, self.commands) |
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assert_equal(job_generator.pbs_list[0].prolog, self.prolog) |
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assert_equal(job_generator.pbs_list[0].epilog, self.epilog) |
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View Code Duplication |
def test_generate_pbs2_cpu(self): |
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# Should need two PBS files |
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command_params = {'nb_cores_per_command': self.cores // 2} |
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job_generator = JobGenerator(self.queue, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 2) |
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assert_equal(job_generator.pbs_list[0].commands, self.commands[:2]) |
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assert_equal(job_generator.pbs_list[1].commands, self.commands[2:]) |
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View Code Duplication |
def test_generate_pbs4_cpu(self): |
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# Should need four PBS files |
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command_params = {'nb_cores_per_command': self.cores} |
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job_generator = JobGenerator(self.queue, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 4) |
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assert_equal([pbs.commands[0] for pbs in job_generator.pbs_list], self.commands) |
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# Since queue has no gpus it should not be specified in PBS resource `nodes` |
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assert_true('gpus' not in job_generator.pbs_list[0].resources['nodes']) |
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# Test modules to load |
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# Check if needed modules for this queue are included in the PBS file |
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assert_equal(job_generator.pbs_list[0].modules, self.modules) |
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View Code Duplication |
def test_generate_pbs2_mem(self): |
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# Should need two PBS files |
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command_params = {'mem_per_command': self.mem_per_node // 2} |
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job_generator = JobGenerator(self.queue, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 2) |
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assert_equal(job_generator.pbs_list[0].commands, self.commands[:2]) |
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assert_equal(job_generator.pbs_list[1].commands, self.commands[2:]) |
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View Code Duplication |
def test_generate_pbs4_mem(self): |
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# Should need four PBS files |
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command_params = {'mem_per_command': self.mem_per_node} |
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job_generator = JobGenerator(self.queue, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 4) |
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assert_equal([pbs.commands[0] for pbs in job_generator.pbs_list], self.commands) |
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# Since queue has no gpus it should not be specified in PBS resource `nodes` |
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assert_true('gpus' not in job_generator.pbs_list[0].resources['nodes']) |
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# Test modules to load |
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# Check if needed modules for this queue are included in the PBS file |
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assert_equal(job_generator.pbs_list[0].modules, self.modules) |
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def test_generate_pbs2_gpu(self): |
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# Test nb_gpus_per_command argument |
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# Should need two PBS files |
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command_params = {'nb_gpus_per_command': self.gpus // 2} |
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job_generator = JobGenerator(self.queue_gpu, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 2) |
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assert_equal(job_generator.pbs_list[0].commands, self.commands[:2]) |
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assert_equal(job_generator.pbs_list[1].commands, self.commands[2:]) |
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def test_generate_pbs4_gpu(self): |
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# Should need four PBS files |
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command_params = {'nb_gpus_per_command': self.gpus} |
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job_generator = JobGenerator(self.queue_gpu, self.commands, command_params=command_params) |
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assert_equal(len(job_generator.pbs_list), 4) |
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assert_equal([pbs.commands[0] for pbs in job_generator.pbs_list], self.commands) |
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# Since queue has gpus it should be specified in PBS resource `nodes` |
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assert_true('gpus' in job_generator.pbs_list[0].resources['nodes']) |
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# Test modules to load |
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# Check if needed modules for this queue are included in the PBS file |
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assert_equal(job_generator.pbs_list[0].modules, self.modules) |
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def test_write_pbs_files(self): |
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commands = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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command_params = {'nb_cores_per_command': self.cores} |
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job_generator = JobGenerator(self.queue, commands, command_params=command_params) |
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filenames = job_generator.write_pbs_files(self.testing_dir) |
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assert_equal(len(filenames), 4) |
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def _test_add_pbs_flags(self, flags): |
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job_generator = JobGenerator(self.queue, self.commands) |
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job_generator.add_pbs_flags(flags) |
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resources = [] |
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options = [] |
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for flag in flags: |
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if flag.startswith('-l'): |
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resources += [flag[:2] + ' ' + flag[2:]] |
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elif flag.startswith('-'): |
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options += [(flag[:2] + ' ' + flag[2:]).strip()] |
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for pbs in job_generator.pbs_list: |
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pbs_str = pbs.__str__() |
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for flag in resources: |
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assert_equal(pbs_str.count(flag), 1) |
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assert_equal(pbs_str.count(flag[:flag.find('=')]), 1) |
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for flag in options: |
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assert_equal(pbs_str.count(flag), 1) |
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def test_add_pbs_flags(self): |
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for flag in self.pbs_flags: |
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yield self._test_add_pbs_flags, [flag] |
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yield self._test_add_pbs_flags, self.pbs_flags |
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def test_add_pbs_flags_invalid(self): |
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assert_raises(ValueError, self._test_add_pbs_flags, 'weeee') |
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def test_add_pbs_flags_invalid_resource(self): |
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assert_raises(ValueError, self._test_add_pbs_flags, '-l weeee') |
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class TestGuilliminQueue(object): |
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def setUp(self): |
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self.commands = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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self.queue = Queue("test", "guillimin", "00:01", 1, 1, 1) |
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self.bak_env_home_group = os.environ.get('HOME_GROUP') |
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if self.bak_env_home_group is not None: |
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del os.environ['HOME_GROUP'] |
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def tearDown(self): |
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if self.bak_env_home_group is not None: |
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os.environ['HOME_GROUP'] = self.bak_env_home_group |
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def test_generate_pbs_no_home(self): |
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assert_raises(ValueError, GuilliminJobGenerator, self.queue, self.commands) |
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def test_generate_pbs(self): |
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os.environ['HOME_GROUP'] = "/path/to/group" |
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job_generator = GuilliminJobGenerator(self.queue, self.commands) |
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pbs = job_generator.pbs_list[0] |
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assert_true("-A" in pbs.options) |
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assert_true(pbs.options["-A"] == 'group') |
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class TestMammouthQueue(object): |
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def setUp(self): |
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self.commands = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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self.queue = Queue("qtest@mp2", "mammouth") |
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def test_generate_pbs(self): |
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job_generator = MammouthJobGenerator(self.queue, self.commands) |
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assert_true("ppn=1" in str(job_generator.pbs_list[0])) |
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class TestHeliosQueue(object): |
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def setUp(self): |
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self.commands = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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self.queue = Queue("gpu_8", "helios") |
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self._home_backup = os.environ['HOME'] |
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os.environ['HOME'] = tempfile.mkdtemp() |
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self.rap_filename = os.path.join(os.environ['HOME'], ".default_rap") |
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if os.path.isfile(self.rap_filename): |
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raise Exception("Test fail: {} should not be there.".format(self.rap_filename)) |
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else: |
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self.rapid = 'asd-123-ab' |
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with open(self.rap_filename, 'w+') as rap_file: |
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rap_file.write(self.rapid) |
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self.job_generator = HeliosJobGenerator(self.queue, self.commands) |
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def tearDown(self): |
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shutil.rmtree(os.environ['HOME']) |
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os.environ['HOME'] = self._home_backup |
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def test_generate_pbs_invalid_group(self): |
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os.remove(self.rap_filename) |
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assert_raises(ValueError, HeliosJobGenerator, self.queue, self.commands) |
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def test_generate_pbs_valid_group(self): |
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pbs = self.job_generator.pbs_list[0] |
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assert_equal(pbs.options['-A'], self.rapid) |
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def test_generate_pbs_ppn_is_absent(self): |
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assert_false("ppn=" in str(self.job_generator.pbs_list[0])) |
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def test_generate_pbs_even_nb_commands(self): |
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assert_true("gpus=4" in str(self.job_generator.pbs_list[0])) |
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def test_generate_pbs_odd_nb_commands(self): |
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commands = ["echo 1", "echo 2", "echo 3", "echo 4", "echo 5"] |
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job_generator = HeliosJobGenerator(self.queue, commands) |
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assert_true("gpus=5" in str(job_generator.pbs_list[0])) |
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class TestHadesQueue(object): |
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def setUp(self): |
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self.queue = Queue("@hades", "hades") |
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self.commands4 = ["echo 1", "echo 2", "echo 3", "echo 4"] |
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job_generator = HadesJobGenerator(self.queue, self.commands4) |
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self.pbs4 = job_generator.pbs_list |
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# 8 commands chosen because there is 8 cores but still should be split because there is 6 gpu |
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self.commands8 = ["echo 1", "echo 2", "echo 3", "echo 4", "echo 5", "echo 6", "echo 7", "echo 8"] |
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job_generator = HadesJobGenerator(self.queue, self.commands8) |
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self.pbs8 = job_generator.pbs_list |
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def test_generate_pbs_ppn(self): |
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assert_true("ppn={}".format(len(self.commands4)) in str(self.pbs4[0])) |
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def test_generate_pbs_no_gpus_used(self): |
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# Hades use ppn instead og the gpus flag and breaks if gpus is there |
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assert_false("gpus=" in str(self.pbs4[0])) |
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def test_pbs_split_1_job(self): |
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assert_equal(len(self.pbs4), 1) |
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def test_pbs_split_2_job(self): |
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assert_equal(len(self.pbs8), 2) |
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def test_pbs_split_2_job_nb_commands(self): |
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assert_true("ppn=6" in str(self.pbs8[0])) |
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assert_true("ppn=2" in str(self.pbs8[1])) |
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class TestJobGeneratorFactory(object): |
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def setUp(self): |
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self._home_backup = os.environ['HOME'] |
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os.environ['HOME'] = tempfile.mkdtemp() |
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self.rap_filename = os.path.join(os.environ['HOME'], ".default_rap") |
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if os.path.isfile(self.rap_filename): |
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raise Exception("Test fail: {} should not be there.".format(self.rap_filename)) |
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else: |
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self.rapid = 'asd-123-ab' |
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with open(self.rap_filename, 'w+') as rap_file: |
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rap_file.write(self.rapid) |
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def tearDown(self): |
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shutil.rmtree(os.environ['HOME']) |
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os.environ['HOME'] = self._home_backup |
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def _test_job_generator_factory(self, cluster_name, job_generator_class): |
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q = Queue("test", cluster_name, 1, 1, 1, 1) |
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job_generator = job_generator_factory(q, [], cluster_name=cluster_name) |
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assert_true(isinstance(job_generator, job_generator_class)) |
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assert_true(type(job_generator) is job_generator_class) |
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def test_job_generator_factory(self): |
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clusters = [("guillimin", GuilliminJobGenerator), |
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("mammouth", MammouthJobGenerator), |
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("helios", HeliosJobGenerator), |
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("hades", HadesJobGenerator), |
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(None, JobGenerator)] |
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for cluster_name, job_generator_class in clusters: |
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yield self._test_job_generator_factory, cluster_name, job_generator_class |
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