import functools
import cwltool.process
import cwltool.secrets
+import cwltool.load_tool
+from cwltool.update import INTERNAL_VERSION
from schema_salad.ref_resolver import Loader
from schema_salad.sourceline import cmap
-from .matcher import JsonDiffMatcher
+from .matcher import JsonDiffMatcher, StripYAMLComments
from .mock_discovery import get_rootDesc
if not os.getenv('ARVADOS_DEBUG'):
class TestContainer(unittest.TestCase):
+ def setUp(self):
+ cwltool.process._names = set()
+ arv_docker_clear_cache()
+
def helper(self, runner, enable_reuse=True):
- document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.0")
+ document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema(INTERNAL_VERSION)
make_fs_access=functools.partial(arvados_cwl.CollectionFsAccess,
collection_cache=arvados_cwl.CollectionCache(runner.api, None, 0))
+ fs_access = mock.MagicMock()
+ fs_access.exists.return_value = True
+
loadingContext = arvados_cwl.context.ArvLoadingContext(
{"avsc_names": avsc_names,
"basedir": "",
"make_fs_access": make_fs_access,
- "loader": Loader({}),
- "metadata": {"cwlVersion": "v1.0"}})
+ "construct_tool_object": runner.arv_make_tool,
+ "fetcher_constructor": functools.partial(arvados_cwl.CollectionFetcher, api_client=runner.api, fs_access=fs_access)
+ })
runtimeContext = arvados_cwl.context.ArvRuntimeContext(
{"work_api": "containers",
"basedir": "",
"project_uuid": "zzzzz-8i9sb-zzzzzzzzzzzzzzz"
})
+ if isinstance(runner, mock.MagicMock):
+ def make_tool(toolpath_object, loadingContext):
+ return arvados_cwl.ArvadosCommandTool(runner, toolpath_object, loadingContext)
+ runner.arv_make_tool.side_effect = make_tool
+
return loadingContext, runtimeContext
- # Helper function to set up the ArvCwlExecutor to use the containers api
+ # Helper function to set up the ArvCwlExecutor to use the containers api
# and test that the RuntimeStatusLoggingHandler is set up correctly
def setup_and_test_container_executor_and_logging(self, gcc_mock) :
api = mock.MagicMock()
api._rootDesc = copy.deepcopy(get_rootDesc())
- del api._rootDesc.get('resources')['jobs']['methods']['create']
# Make sure ArvCwlExecutor thinks it's running inside a container so it
# adds the logging handler that will call runtime_status_update() mock
handlerClasses = [h.__class__ for h in root_logger.handlers]
self.assertTrue(arvados_cwl.RuntimeStatusLoggingHandler in handlerClasses)
return runner
-
+
# The test passes no builder.resources
# Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"outputs": [],
"baseCommand": "ls",
"arguments": [{"valueFrom": "$(runtime.outdir)"}],
- "id": "#",
- "class": "CommandLineTool"
+ "id": "",
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2"
})
loadingContext, runtimeContext = self.helper(runner, enable_reuse)
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
'name': 'test_run_'+str(enable_reuse),
'runtime_constraints': {
'vcpus': 1,
- 'ram': 1073741824
+ 'ram': 268435456
},
'use_existing': enable_reuse,
'priority': 500,
'cwd': '/var/spool/cwl',
'scheduling_parameters': {},
'properties': {},
- 'secret_mounts': {}
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
}))
# The test passes some fields in builder.resources
# For the remaining fields, the defaults will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
def test_resource_requirements(self, keepdocker):
- arv_docker_clear_cache()
+ arvados_cwl.add_arv_hints()
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 3600
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"class": "http://arvados.org/cwl#IntermediateOutput",
"outputTTL": 7200
}, {
- "class": "http://arvados.org/cwl#ReuseRequirement",
+ "class": "WorkReuse",
"enableReuse": False
}],
"baseCommand": "ls",
- "id": "#",
- "class": "CommandLineTool"
+ "id": "",
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2"
})
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_resource_requirements"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
j.run(runtimeContext)
'partitions': ['blurb']
},
'properties': {},
- 'secret_mounts': {}
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
}
call_body = call_kwargs.get('body', None)
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
@mock.patch("arvados.collection.Collection")
def test_initial_work_dir(self, collection_mock, keepdocker):
- arv_docker_clear_cache()
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
} ]
}],
"baseCommand": "ls",
- "id": "#",
- "class": "CommandLineTool"
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2",
+ "id": ""
})
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_initial_work_dir"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
+
arvtool.formatgraph = None
for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
j.run(runtimeContext)
call_args, call_kwargs = runner.api.container_requests().create.call_args
vwdmock.copy.assert_has_calls([mock.call('bar', 'foo', source_collection=sourcemock)])
- vwdmock.copy.assert_has_calls([mock.call('', 'foo2', source_collection=sourcemock)])
+ vwdmock.copy.assert_has_calls([mock.call('.', 'foo2', source_collection=sourcemock)])
vwdmock.copy.assert_has_calls([mock.call('baz/filename', 'filename', source_collection=sourcemock)])
vwdmock.copy.assert_has_calls([mock.call('subdir', 'subdir', source_collection=sourcemock)])
'name': 'test_initial_work_dir',
'runtime_constraints': {
'vcpus': 1,
- 'ram': 1073741824
+ 'ram': 268435456
},
'use_existing': True,
'priority': 500,
'scheduling_parameters': {
},
'properties': {},
- 'secret_mounts': {}
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
}
call_body = call_kwargs.get('body', None)
# Test redirecting stdin/stdout/stderr
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
def test_redirects(self, keepdocker):
- arv_docker_clear_cache()
-
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"portable_data_hash": "99999999999999999999999999999993+99"}
- document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.0")
+ document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema(INTERNAL_VERSION)
tool = cmap({
"inputs": [],
"stderr": "stderr.txt",
"stdin": "/keep/99999999999999999999999999999996+99/file.txt",
"arguments": [{"valueFrom": "$(runtime.outdir)"}],
- "id": "#",
- "class": "CommandLineTool"
+ "id": "",
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2"
})
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_run_redirect"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
j.run(runtimeContext)
'name': 'test_run_redirect',
'runtime_constraints': {
'vcpus': 1,
- 'ram': 1073741824
+ 'ram': 268435456
},
'use_existing': True,
'priority': 500,
'cwd': '/var/spool/cwl',
'scheduling_parameters': {},
'properties': {},
- 'secret_mounts': {}
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
}))
@mock.patch("arvados.collection.Collection")
self.assertFalse(api.collections().create.called)
self.assertFalse(runner.runtime_status_error.called)
- arvjob.collect_outputs.assert_called_with("keep:abc+123")
+ arvjob.collect_outputs.assert_called_with("keep:abc+123", 0)
arvjob.output_callback.assert_called_with({"out": "stuff"}, "success")
runner.add_intermediate_output.assert_called_with("zzzzz-4zz18-zzzzzzzzzzzzzz2")
# get_current_container is invoked when we call runtime_status_update
# so try and log again!
gcc_mock.side_effect = lambda *args: root_logger.error("Second Error")
- try:
+ try:
root_logger.error("First Error")
- except RuntimeError:
+ except RuntimeError:
self.fail("RuntimeStatusLoggingHandler should not be called recursively")
+
+ # Test to make sure that an exception raised from
+ # get_current_container doesn't cause the logger to raise an
+ # exception
+ @mock.patch("arvados_cwl.util.get_current_container")
+ def test_runtime_status_get_current_container_exception(self, gcc_mock):
+ self.setup_and_test_container_executor_and_logging(gcc_mock)
+ root_logger = logging.getLogger('')
+
+ # get_current_container is invoked when we call
+ # runtime_status_update, it is going to also raise an
+ # exception.
+ gcc_mock.side_effect = Exception("Second Error")
+ try:
+ root_logger.error("First Error")
+ except Exception:
+ self.fail("Exception in logger should not propagate")
+ self.assertTrue(gcc_mock.called)
+
@mock.patch("arvados_cwl.ArvCwlExecutor.runtime_status_update")
@mock.patch("arvados_cwl.util.get_current_container")
@mock.patch("arvados.collection.CollectionReader")
@mock.patch("arvados.collection.Collection")
def test_child_failure(self, col, reader, gcc_mock, rts_mock):
runner = self.setup_and_test_container_executor_and_logging(gcc_mock)
-
+
gcc_mock.return_value = {"uuid" : "zzzzz-dz642-zzzzzzzzzzzzzzz"}
self.assertTrue(gcc_mock.called)
# Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
def test_mounts(self, keepdocker):
- arv_docker_clear_cache()
-
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"portable_data_hash": "99999999999999999999999999999994+99",
"manifest_text": ". 99999999999999999999999999999994+99 0:0:file1 0:0:file2"}
- document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.0")
+ document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.1")
tool = cmap({
"inputs": [
"outputs": [],
"baseCommand": "ls",
"arguments": [{"valueFrom": "$(runtime.outdir)"}],
- "id": "#",
- "class": "CommandLineTool"
+ "id": "",
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2"
})
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_run_mounts"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
job_order = {
"p1": {
"class": "Directory",
"location": "keep:99999999999999999999999999999994+44",
+ "http://arvados.org/cwl#collectionUUID": "zzzzz-4zz18-zzzzzzzzzzzzzzz",
"listing": [
{
"class": "File",
'name': 'test_run_mounts',
'runtime_constraints': {
'vcpus': 1,
- 'ram': 1073741824
+ 'ram': 268435456
},
'use_existing': True,
'priority': 500,
'mounts': {
"/keep/99999999999999999999999999999994+44": {
"kind": "collection",
- "portable_data_hash": "99999999999999999999999999999994+44"
+ "portable_data_hash": "99999999999999999999999999999994+44",
+ "uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzz"
},
'/tmp': {'kind': 'tmp',
"capacity": 1073741824 },
'cwd': '/var/spool/cwl',
'scheduling_parameters': {},
'properties': {},
- 'secret_mounts': {}
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
}))
# The test passes no builder.resources
# Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
def test_secrets(self, keepdocker):
- arv_docker_clear_cache()
-
+ arvados_cwl.add_arv_hints()
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"portable_data_hash": "99999999999999999999999999999993+99"}
- document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.0")
+ document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.1")
tool = cmap({"arguments": ["md5sum", "example.conf"],
"class": "CommandLineTool",
+ "cwlVersion": "v1.2",
"hints": [
{
"class": "http://commonwl.org/cwltool#Secrets",
]
}
],
- "id": "#secret_job.cwl",
+ "id": "",
"inputs": [
{
"id": "#secret_job.cwl/pw",
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_secrets"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
job_order = {"pw": "blorp"}
'name': 'test_secrets',
'runtime_constraints': {
'vcpus': 1,
- 'ram': 1073741824
+ 'ram': 268435456
},
'use_existing': True,
'priority': 500,
"content": "username: user\npassword: blorp\n",
"kind": "text"
}
- }
+ },
+ 'output_storage_classes': ["default"]
}))
# The test passes no builder.resources
# Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
@mock.patch("arvados.commands.keepdocker.list_images_in_arv")
def test_timelimit(self, keepdocker):
- arv_docker_clear_cache()
-
runner = mock.MagicMock()
runner.ignore_docker_for_reuse = False
runner.intermediate_output_ttl = 0
runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
runner.api.collections().get().execute.return_value = {
"outputs": [],
"baseCommand": "ls",
"arguments": [{"valueFrom": "$(runtime.outdir)"}],
- "id": "#",
+ "id": "",
+ "cwlVersion": "v1.2",
"class": "CommandLineTool",
"hints": [
{
- "class": "http://commonwl.org/cwltool#TimeLimit",
+ "class": "ToolTimeLimit",
"timelimit": 42
}
]
loadingContext, runtimeContext = self.helper(runner)
runtimeContext.name = "test_timelimit"
- arvtool = arvados_cwl.ArvadosCommandTool(runner, tool, loadingContext)
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
arvtool.formatgraph = None
for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
_, kwargs = runner.api.container_requests().create.call_args
self.assertEqual(42, kwargs['body']['scheduling_parameters'].get('max_run_time'))
+
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados.commands.keepdocker.list_images_in_arv")
+ def test_setting_storage_class(self, keepdocker):
+ arv_docker_clear_cache()
+
+ runner = mock.MagicMock()
+ runner.ignore_docker_for_reuse = False
+ runner.intermediate_output_ttl = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
+
+ keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
+ runner.api.collections().get().execute.return_value = {
+ "portable_data_hash": "99999999999999999999999999999993+99"}
+
+ tool = cmap({
+ "inputs": [],
+ "outputs": [],
+ "baseCommand": "ls",
+ "arguments": [{"valueFrom": "$(runtime.outdir)"}],
+ "id": "",
+ "cwlVersion": "v1.2",
+ "class": "CommandLineTool",
+ "hints": [
+ {
+ "class": "http://arvados.org/cwl#OutputStorageClass",
+ "finalStorageClass": ["baz_sc", "qux_sc"],
+ "intermediateStorageClass": ["foo_sc", "bar_sc"]
+ }
+ ]
+ })
+
+ loadingContext, runtimeContext = self.helper(runner, True)
+
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
+ arvtool.formatgraph = None
+
+ for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
+ j.run(runtimeContext)
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher({
+ 'environment': {
+ 'HOME': '/var/spool/cwl',
+ 'TMPDIR': '/tmp'
+ },
+ 'name': 'test_run_True',
+ 'runtime_constraints': {
+ 'vcpus': 1,
+ 'ram': 268435456
+ },
+ 'use_existing': True,
+ 'priority': 500,
+ 'mounts': {
+ '/tmp': {'kind': 'tmp',
+ "capacity": 1073741824
+ },
+ '/var/spool/cwl': {'kind': 'tmp',
+ "capacity": 1073741824 }
+ },
+ 'state': 'Committed',
+ 'output_name': 'Output for step test_run_True',
+ 'owner_uuid': 'zzzzz-8i9sb-zzzzzzzzzzzzzzz',
+ 'output_path': '/var/spool/cwl',
+ 'output_ttl': 0,
+ 'container_image': '99999999999999999999999999999993+99',
+ 'command': ['ls', '/var/spool/cwl'],
+ 'cwd': '/var/spool/cwl',
+ 'scheduling_parameters': {},
+ 'properties': {},
+ 'secret_mounts': {},
+ 'output_storage_classes': ["foo_sc", "bar_sc"]
+ }))
+
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados.commands.keepdocker.list_images_in_arv")
+ def test_setting_process_properties(self, keepdocker):
+ arv_docker_clear_cache()
+
+ runner = mock.MagicMock()
+ runner.ignore_docker_for_reuse = False
+ runner.intermediate_output_ttl = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
+
+ keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
+ runner.api.collections().get().execute.return_value = {
+ "portable_data_hash": "99999999999999999999999999999993+99"}
+
+ tool = cmap({
+ "inputs": [
+ {"id": "x", "type": "string"}],
+ "outputs": [],
+ "baseCommand": "ls",
+ "arguments": [{"valueFrom": "$(runtime.outdir)"}],
+ "id": "",
+ "class": "CommandLineTool",
+ "cwlVersion": "v1.2",
+ "hints": [
+ {
+ "class": "http://arvados.org/cwl#ProcessProperties",
+ "processProperties": [
+ {"propertyName": "foo",
+ "propertyValue": "bar"},
+ {"propertyName": "baz",
+ "propertyValue": "$(inputs.x)"},
+ {"propertyName": "quux",
+ "propertyValue": {
+ "q1": 1,
+ "q2": 2
+ }
+ }
+ ],
+ }
+ ]
+ })
+
+ loadingContext, runtimeContext = self.helper(runner, True)
+
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
+ arvtool.formatgraph = None
+
+ for j in arvtool.job({"x": "blorp"}, mock.MagicMock(), runtimeContext):
+ j.run(runtimeContext)
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher({
+ 'environment': {
+ 'HOME': '/var/spool/cwl',
+ 'TMPDIR': '/tmp'
+ },
+ 'name': 'test_run_True',
+ 'runtime_constraints': {
+ 'vcpus': 1,
+ 'ram': 268435456
+ },
+ 'use_existing': True,
+ 'priority': 500,
+ 'mounts': {
+ '/tmp': {'kind': 'tmp',
+ "capacity": 1073741824
+ },
+ '/var/spool/cwl': {'kind': 'tmp',
+ "capacity": 1073741824 }
+ },
+ 'state': 'Committed',
+ 'output_name': 'Output for step test_run_True',
+ 'owner_uuid': 'zzzzz-8i9sb-zzzzzzzzzzzzzzz',
+ 'output_path': '/var/spool/cwl',
+ 'output_ttl': 0,
+ 'container_image': '99999999999999999999999999999993+99',
+ 'command': ['ls', '/var/spool/cwl'],
+ 'cwd': '/var/spool/cwl',
+ 'scheduling_parameters': {},
+ 'properties': {
+ "baz": "blorp",
+ "foo": "bar",
+ "quux": {
+ "q1": 1,
+ "q2": 2
+ }
+ },
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
+ }))
+
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados.commands.keepdocker.list_images_in_arv")
+ def test_cuda_requirement(self, keepdocker):
+ arvados_cwl.add_arv_hints()
+ arv_docker_clear_cache()
+
+ runner = mock.MagicMock()
+ runner.ignore_docker_for_reuse = False
+ runner.intermediate_output_ttl = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
+
+ keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
+ runner.api.collections().get().execute.return_value = {
+ "portable_data_hash": "99999999999999999999999999999993+99"}
+
+ tool = cmap({
+ "inputs": [],
+ "outputs": [],
+ "baseCommand": "nvidia-smi",
+ "arguments": [],
+ "id": "",
+ "cwlVersion": "v1.2",
+ "class": "CommandLineTool",
+ "requirements": [
+ {
+ "class": "http://commonwl.org/cwltool#CUDARequirement",
+ "cudaVersionMin": "11.0",
+ "cudaComputeCapabilityMin": "9.0",
+ }
+ ]
+ })
+
+ loadingContext, runtimeContext = self.helper(runner, True)
+
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
+ arvtool.formatgraph = None
+
+ for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
+ j.run(runtimeContext)
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher({
+ 'environment': {
+ 'HOME': '/var/spool/cwl',
+ 'TMPDIR': '/tmp'
+ },
+ 'name': 'test_run_True',
+ 'runtime_constraints': {
+ 'vcpus': 1,
+ 'ram': 268435456,
+ 'cuda': {
+ 'device_count': 1,
+ 'driver_version': "11.0",
+ 'hardware_capability': "9.0"
+ }
+ },
+ 'use_existing': True,
+ 'priority': 500,
+ 'mounts': {
+ '/tmp': {'kind': 'tmp',
+ "capacity": 1073741824
+ },
+ '/var/spool/cwl': {'kind': 'tmp',
+ "capacity": 1073741824 }
+ },
+ 'state': 'Committed',
+ 'output_name': 'Output for step test_run_True',
+ 'owner_uuid': 'zzzzz-8i9sb-zzzzzzzzzzzzzzz',
+ 'output_path': '/var/spool/cwl',
+ 'output_ttl': 0,
+ 'container_image': '99999999999999999999999999999993+99',
+ 'command': ['nvidia-smi'],
+ 'cwd': '/var/spool/cwl',
+ 'scheduling_parameters': {},
+ 'properties': {},
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
+ }))
+
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados_cwl.arvdocker.determine_image_id")
+ @mock.patch("arvados.commands.keepdocker.list_images_in_arv")
+ def test_match_local_docker(self, keepdocker, determine_image_id):
+ arvados_cwl.add_arv_hints()
+ arv_docker_clear_cache()
+
+ runner = mock.MagicMock()
+ runner.ignore_docker_for_reuse = False
+ runner.intermediate_output_ttl = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+ runner.api._rootDesc = {"revision": "20210628"}
+
+ keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz4", {"dockerhash": "456"}),
+ ("zzzzz-4zz18-zzzzzzzzzzzzzz3", {"dockerhash": "123"})]
+ determine_image_id.side_effect = lambda x: "123"
+ def execute(uuid):
+ ex = mock.MagicMock()
+ lookup = {"zzzzz-4zz18-zzzzzzzzzzzzzz4": {"portable_data_hash": "99999999999999999999999999999994+99"},
+ "zzzzz-4zz18-zzzzzzzzzzzzzz3": {"portable_data_hash": "99999999999999999999999999999993+99"}}
+ ex.execute.return_value = lookup[uuid]
+ return ex
+ runner.api.collections().get.side_effect = execute
+
+ tool = cmap({
+ "inputs": [],
+ "outputs": [],
+ "baseCommand": "echo",
+ "arguments": [],
+ "id": "",
+ "cwlVersion": "v1.2",
+ "class": "CommandLineTool"
+ })
+
+ loadingContext, runtimeContext = self.helper(runner, True)
+
+ arvtool = cwltool.load_tool.load_tool(tool, loadingContext)
+ arvtool.formatgraph = None
+
+ container_request = {
+ 'environment': {
+ 'HOME': '/var/spool/cwl',
+ 'TMPDIR': '/tmp'
+ },
+ 'name': 'test_run_True',
+ 'runtime_constraints': {
+ 'vcpus': 1,
+ 'ram': 268435456
+ },
+ 'use_existing': True,
+ 'priority': 500,
+ 'mounts': {
+ '/tmp': {'kind': 'tmp',
+ "capacity": 1073741824
+ },
+ '/var/spool/cwl': {'kind': 'tmp',
+ "capacity": 1073741824 }
+ },
+ 'state': 'Committed',
+ 'output_name': 'Output for step test_run_True',
+ 'owner_uuid': 'zzzzz-8i9sb-zzzzzzzzzzzzzzz',
+ 'output_path': '/var/spool/cwl',
+ 'output_ttl': 0,
+ 'container_image': '99999999999999999999999999999994+99',
+ 'command': ['echo'],
+ 'cwd': '/var/spool/cwl',
+ 'scheduling_parameters': {},
+ 'properties': {},
+ 'secret_mounts': {},
+ 'output_storage_classes': ["default"]
+ }
+
+ runtimeContext.match_local_docker = False
+ for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
+ j.run(runtimeContext)
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher(container_request))
+
+ arv_docker_clear_cache()
+ runtimeContext.match_local_docker = True
+ container_request['container_image'] = '99999999999999999999999999999993+99'
+ container_request['name'] = 'test_run_True_2'
+ container_request['output_name'] = 'Output for step test_run_True_2'
+ for j in arvtool.job({}, mock.MagicMock(), runtimeContext):
+ j.run(runtimeContext)
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher(container_request))
+
+
+
+class TestWorkflow(unittest.TestCase):
+ def setUp(self):
+ cwltool.process._names = set()
+ arv_docker_clear_cache()
+
+ def helper(self, runner, enable_reuse=True):
+ document_loader, avsc_names, schema_metadata, metaschema_loader = cwltool.process.get_schema("v1.0")
+
+ make_fs_access=functools.partial(arvados_cwl.CollectionFsAccess,
+ collection_cache=arvados_cwl.CollectionCache(runner.api, None, 0))
+
+ document_loader.fetcher_constructor = functools.partial(arvados_cwl.CollectionFetcher, api_client=runner.api, fs_access=make_fs_access(""))
+ document_loader.fetcher = document_loader.fetcher_constructor(document_loader.cache, document_loader.session)
+ document_loader.fetch_text = document_loader.fetcher.fetch_text
+ document_loader.check_exists = document_loader.fetcher.check_exists
+
+ loadingContext = arvados_cwl.context.ArvLoadingContext(
+ {"avsc_names": avsc_names,
+ "basedir": "",
+ "make_fs_access": make_fs_access,
+ "loader": document_loader,
+ "metadata": {"cwlVersion": INTERNAL_VERSION, "http://commonwl.org/cwltool#original_cwlVersion": "v1.0"},
+ "construct_tool_object": runner.arv_make_tool})
+ runtimeContext = arvados_cwl.context.ArvRuntimeContext(
+ {"work_api": "containers",
+ "basedir": "",
+ "name": "test_run_wf_"+str(enable_reuse),
+ "make_fs_access": make_fs_access,
+ "tmpdir": "/tmp",
+ "enable_reuse": enable_reuse,
+ "priority": 500})
+
+ return loadingContext, runtimeContext
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados.collection.CollectionReader")
+ @mock.patch("arvados.collection.Collection")
+ @mock.patch('arvados.commands.keepdocker.list_images_in_arv')
+ def test_run(self, list_images_in_arv, mockcollection, mockcollectionreader):
+ arvados_cwl.add_arv_hints()
+
+ api = mock.MagicMock()
+ api._rootDesc = get_rootDesc()
+
+ runner = arvados_cwl.executor.ArvCwlExecutor(api)
+ self.assertEqual(runner.work_api, 'containers')
+
+ list_images_in_arv.return_value = [["zzzzz-4zz18-zzzzzzzzzzzzzzz"]]
+ runner.api.collections().get().execute.return_value = {"portable_data_hash": "99999999999999999999999999999993+99"}
+ runner.api.collections().list().execute.return_value = {"items": [{"uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzz",
+ "portable_data_hash": "99999999999999999999999999999993+99"}]}
+
+ runner.project_uuid = "zzzzz-8i9sb-zzzzzzzzzzzzzzz"
+ runner.ignore_docker_for_reuse = False
+ runner.num_retries = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+
+ loadingContext, runtimeContext = self.helper(runner)
+ runner.fs_access = runtimeContext.make_fs_access(runtimeContext.basedir)
+
+ mockcollectionreader().exists.return_value = True
+
+ tool, metadata = loadingContext.loader.resolve_ref("tests/wf/scatter2.cwl")
+ metadata["cwlVersion"] = tool["cwlVersion"]
+
+ mockc = mock.MagicMock()
+ mockcollection.side_effect = lambda *args, **kwargs: CollectionMock(mockc, *args, **kwargs)
+ mockcollectionreader().find.return_value = arvados.arvfile.ArvadosFile(mock.MagicMock(), "token.txt")
+
+ arvtool = arvados_cwl.ArvadosWorkflow(runner, tool, loadingContext)
+ arvtool.formatgraph = None
+ it = arvtool.job({}, mock.MagicMock(), runtimeContext)
+
+ next(it).run(runtimeContext)
+ next(it).run(runtimeContext)
+
+ with open("tests/wf/scatter2_subwf.cwl") as f:
+ subwf = StripYAMLComments(f.read()).rstrip()
+
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher({
+ "command": [
+ "cwltool",
+ "--no-container",
+ "--move-outputs",
+ "--preserve-entire-environment",
+ "workflow.cwl",
+ "cwl.input.yml"
+ ],
+ "container_image": "99999999999999999999999999999993+99",
+ "cwd": "/var/spool/cwl",
+ "environment": {
+ "HOME": "/var/spool/cwl",
+ "TMPDIR": "/tmp"
+ },
+ "mounts": {
+ "/keep/99999999999999999999999999999999+118": {
+ "kind": "collection",
+ "portable_data_hash": "99999999999999999999999999999999+118"
+ },
+ "/tmp": {
+ "capacity": 1073741824,
+ "kind": "tmp"
+ },
+ "/var/spool/cwl": {
+ "capacity": 1073741824,
+ "kind": "tmp"
+ },
+ "/var/spool/cwl/cwl.input.yml": {
+ "kind": "collection",
+ "path": "cwl.input.yml",
+ "portable_data_hash": "99999999999999999999999999999996+99"
+ },
+ "/var/spool/cwl/workflow.cwl": {
+ "kind": "collection",
+ "path": "workflow.cwl",
+ "portable_data_hash": "99999999999999999999999999999996+99"
+ },
+ "stdout": {
+ "kind": "file",
+ "path": "/var/spool/cwl/cwl.output.json"
+ }
+ },
+ "name": "scatterstep",
+ "output_name": "Output for step scatterstep",
+ "output_path": "/var/spool/cwl",
+ "output_ttl": 0,
+ "priority": 500,
+ "properties": {},
+ "runtime_constraints": {
+ "ram": 1073741824,
+ "vcpus": 1
+ },
+ "scheduling_parameters": {},
+ "secret_mounts": {},
+ "state": "Committed",
+ "use_existing": True,
+ 'output_storage_classes': ["default"]
+ }))
+ mockc.open().__enter__().write.assert_has_calls([mock.call(subwf)])
+ mockc.open().__enter__().write.assert_has_calls([mock.call(
+'''{
+ "fileblub": {
+ "basename": "token.txt",
+ "class": "File",
+ "location": "/keep/99999999999999999999999999999999+118/token.txt",
+ "size": 0
+ },
+ "sleeptime": 5
+}''')])
+
+ # The test passes no builder.resources
+ # Hence the default resources will apply: {'cores': 1, 'ram': 1024, 'outdirSize': 1024, 'tmpdirSize': 1024}
+ @mock.patch("arvados.collection.CollectionReader")
+ @mock.patch("arvados.collection.Collection")
+ @mock.patch('arvados.commands.keepdocker.list_images_in_arv')
+ def test_overall_resource_singlecontainer(self, list_images_in_arv, mockcollection, mockcollectionreader):
+ arvados_cwl.add_arv_hints()
+
+ api = mock.MagicMock()
+ api._rootDesc = get_rootDesc()
+
+ runner = arvados_cwl.executor.ArvCwlExecutor(api)
+ self.assertEqual(runner.work_api, 'containers')
+
+ list_images_in_arv.return_value = [["zzzzz-4zz18-zzzzzzzzzzzzzzz"]]
+ runner.api.collections().get().execute.return_value = {"uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzz",
+ "portable_data_hash": "99999999999999999999999999999993+99"}
+ runner.api.collections().list().execute.return_value = {"items": [{"uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzz",
+ "portable_data_hash": "99999999999999999999999999999993+99"}]}
+
+ runner.project_uuid = "zzzzz-8i9sb-zzzzzzzzzzzzzzz"
+ runner.ignore_docker_for_reuse = False
+ runner.num_retries = 0
+ runner.secret_store = cwltool.secrets.SecretStore()
+
+ loadingContext, runtimeContext = self.helper(runner)
+ runner.fs_access = runtimeContext.make_fs_access(runtimeContext.basedir)
+ loadingContext.do_update = True
+ tool, metadata = loadingContext.loader.resolve_ref("tests/wf/echo-wf.cwl")
+
+ mockcollection.side_effect = lambda *args, **kwargs: CollectionMock(mock.MagicMock(), *args, **kwargs)
+
+ arvtool = arvados_cwl.ArvadosWorkflow(runner, tool, loadingContext)
+ arvtool.formatgraph = None
+ it = arvtool.job({}, mock.MagicMock(), runtimeContext)
+
+ next(it).run(runtimeContext)
+ next(it).run(runtimeContext)
+
+ with open("tests/wf/echo-subwf.cwl") as f:
+ subwf = StripYAMLComments(f.read())
+
+ runner.api.container_requests().create.assert_called_with(
+ body=JsonDiffMatcher({
+ 'output_ttl': 0,
+ 'environment': {'HOME': '/var/spool/cwl', 'TMPDIR': '/tmp'},
+ 'scheduling_parameters': {},
+ 'name': u'echo-subwf',
+ 'secret_mounts': {},
+ 'runtime_constraints': {'API': True, 'vcpus': 3, 'ram': 1073741824},
+ 'properties': {},
+ 'priority': 500,
+ 'mounts': {
+ '/var/spool/cwl/cwl.input.yml': {
+ 'portable_data_hash': '99999999999999999999999999999996+99',
+ 'kind': 'collection',
+ 'path': 'cwl.input.yml'
+ },
+ '/var/spool/cwl/workflow.cwl': {
+ 'portable_data_hash': '99999999999999999999999999999996+99',
+ 'kind': 'collection',
+ 'path': 'workflow.cwl'
+ },
+ 'stdout': {
+ 'path': '/var/spool/cwl/cwl.output.json',
+ 'kind': 'file'
+ },
+ '/tmp': {
+ 'kind': 'tmp',
+ 'capacity': 1073741824
+ }, '/var/spool/cwl': {
+ 'kind': 'tmp',
+ 'capacity': 3221225472
+ }
+ },
+ 'state': 'Committed',
+ 'output_path': '/var/spool/cwl',
+ 'container_image': '99999999999999999999999999999993+99',
+ 'command': [
+ u'cwltool',
+ u'--no-container',
+ u'--move-outputs',
+ u'--preserve-entire-environment',
+ u'workflow.cwl',
+ u'cwl.input.yml'
+ ],
+ 'use_existing': True,
+ 'output_name': u'Output for step echo-subwf',
+ 'cwd': '/var/spool/cwl',
+ 'output_storage_classes': ["default"]
+ }))
+
+ def test_default_work_api(self):
+ arvados_cwl.add_arv_hints()
+
+ api = mock.MagicMock()
+ api._rootDesc = copy.deepcopy(get_rootDesc())
+ runner = arvados_cwl.executor.ArvCwlExecutor(api)
+ self.assertEqual(runner.work_api, 'containers')