1 # Copyright (C) The Arvados Authors. All rights reserved.
3 # SPDX-License-Identifier: Apache-2.0
16 import arvados.collection
18 import arvados_cwl.runner
21 from .matcher import JsonDiffMatcher, StripYAMLComments
22 from .mock_discovery import get_rootDesc
24 import ruamel.yaml as yaml
29 @functools.wraps(func)
30 @mock.patch("arvados.commands.keepdocker.list_images_in_arv")
31 @mock.patch("arvados.collection.KeepClient")
32 @mock.patch("arvados.keep.KeepClient")
33 @mock.patch("arvados.events.subscribe")
34 def wrapped(self, events, keep_client1, keep_client2, keepdocker, *args, **kwargs):
39 stubs.keepdocker = keepdocker
41 def putstub(p, **kwargs):
42 return "%s+%i" % (hashlib.md5(p).hexdigest(), len(p))
43 keep_client1().put.side_effect = putstub
44 keep_client1.put.side_effect = putstub
45 keep_client2().put.side_effect = putstub
46 keep_client2.put.side_effect = putstub
48 stubs.keep_client = keep_client2
49 stubs.keepdocker.return_value = [("zzzzz-4zz18-zzzzzzzzzzzzzz3", "")]
50 stubs.fake_user_uuid = "zzzzz-tpzed-zzzzzzzzzzzzzzz"
52 stubs.api = mock.MagicMock()
53 stubs.api._rootDesc = get_rootDesc()
55 stubs.api.users().current().execute.return_value = {
56 "uuid": stubs.fake_user_uuid,
58 stubs.api.collections().list().execute.return_value = {"items": []}
60 class CollectionExecute(object):
61 def __init__(self, exe):
63 def execute(self, num_retries=None):
66 def collection_createstub(created_collections, body, ensure_unique_name=None):
67 mt = body["manifest_text"]
68 uuid = "zzzzz-4zz18-zzzzzzzzzzzzzz%d" % len(created_collections)
69 pdh = "%s+%i" % (hashlib.md5(mt).hexdigest(), len(mt))
70 created_collections[uuid] = {
72 "portable_data_hash": pdh,
75 return CollectionExecute(created_collections[uuid])
77 def collection_getstub(created_collections, uuid):
78 for v in created_collections.itervalues():
79 if uuid in (v["uuid"], v["portable_data_hash"]):
80 return CollectionExecute(v)
82 created_collections = {
83 "99999999999999999999999999999998+99": {
85 "portable_data_hash": "99999999999999999999999999999998+99",
86 "manifest_text": ". 99999999999999999999999999999998+99 0:0:file1.txt"
88 "99999999999999999999999999999994+99": {
90 "portable_data_hash": "99999999999999999999999999999994+99",
91 "manifest_text": ". 99999999999999999999999999999994+99 0:0:expect_arvworkflow.cwl"
94 stubs.api.collections().create.side_effect = functools.partial(collection_createstub, created_collections)
95 stubs.api.collections().get.side_effect = functools.partial(collection_getstub, created_collections)
97 stubs.expect_job_uuid = "zzzzz-8i9sb-zzzzzzzzzzzzzzz"
98 stubs.api.jobs().create().execute.return_value = {
99 "uuid": stubs.expect_job_uuid,
103 stubs.expect_container_request_uuid = "zzzzz-xvhdp-zzzzzzzzzzzzzzz"
104 stubs.api.container_requests().create().execute.return_value = {
105 "uuid": stubs.expect_container_request_uuid,
106 "container_uuid": "zzzzz-dz642-zzzzzzzzzzzzzzz",
110 stubs.expect_pipeline_template_uuid = "zzzzz-d1hrv-zzzzzzzzzzzzzzz"
111 stubs.api.pipeline_templates().create().execute.return_value = {
112 "uuid": stubs.expect_pipeline_template_uuid,
114 stubs.expect_job_spec = {
115 'runtime_constraints': {
116 'docker_image': 'arvados/jobs:'+arvados_cwl.__version__,
117 'min_ram_mb_per_node': 1024
119 'script_parameters': {
121 'basename': 'blorp.txt',
122 'location': 'keep:169f39d466a5438ac4a90e779bf750c7+53/blorp.txt',
126 'basename': '99999999999999999999999999999998+99',
127 'location': 'keep:99999999999999999999999999999998+99',
131 'basename': 'anonymous',
133 "basename": "renamed.txt",
135 "location": "keep:99999999999999999999999999999998+99/file1.txt"
139 'cwl:tool': '3fffdeaa75e018172e1b583425f4ebff+60/workflow.cwl#main'
141 'repository': 'arvados',
142 'script_version': 'master',
143 'minimum_script_version': '570509ab4d2ef93d870fd2b1f2eab178afb1bad9',
144 'script': 'cwl-runner'
146 stubs.pipeline_component = stubs.expect_job_spec.copy()
147 stubs.expect_pipeline_instance = {
148 'name': 'submit_wf.cwl',
149 'state': 'RunningOnServer',
153 'runtime_constraints': {'docker_image': 'arvados/jobs:'+arvados_cwl.__version__, 'min_ram_mb_per_node': 1024},
154 'script_parameters': {
155 'y': {"value": {'basename': '99999999999999999999999999999998+99', 'location': 'keep:99999999999999999999999999999998+99', 'class': 'Directory'}},
157 'basename': 'blorp.txt',
159 'location': 'keep:169f39d466a5438ac4a90e779bf750c7+53/blorp.txt',
162 'z': {"value": {'basename': 'anonymous', 'class': 'Directory',
165 'basename': 'renamed.txt',
166 'class': 'File', 'location':
167 'keep:99999999999999999999999999999998+99/file1.txt'
170 'cwl:tool': '3fffdeaa75e018172e1b583425f4ebff+60/workflow.cwl#main',
171 'arv:enable_reuse': True,
172 'arv:on_error': 'continue'
174 'repository': 'arvados',
175 'script_version': 'master',
176 'minimum_script_version': '570509ab4d2ef93d870fd2b1f2eab178afb1bad9',
177 'script': 'cwl-runner',
178 'job': {'state': 'Queued', 'uuid': 'zzzzz-8i9sb-zzzzzzzzzzzzzzz'}
182 stubs.pipeline_create = copy.deepcopy(stubs.expect_pipeline_instance)
183 stubs.expect_pipeline_uuid = "zzzzz-d1hrv-zzzzzzzzzzzzzzz"
184 stubs.pipeline_create["uuid"] = stubs.expect_pipeline_uuid
185 stubs.pipeline_with_job = copy.deepcopy(stubs.pipeline_create)
186 stubs.pipeline_with_job["components"]["cwl-runner"]["job"] = {
187 "uuid": "zzzzz-8i9sb-zzzzzzzzzzzzzzz",
190 stubs.api.pipeline_instances().create().execute.return_value = stubs.pipeline_create
191 stubs.api.pipeline_instances().get().execute.return_value = stubs.pipeline_with_job
193 with open("tests/wf/submit_wf_packed.cwl") as f:
194 expect_packed_workflow = yaml.round_trip_load(f)
196 stubs.expect_container_spec = {
203 '/var/lib/cwl/workflow.json': {
204 'content': expect_packed_workflow,
208 'path': '/var/spool/cwl/cwl.output.json',
211 '/var/lib/cwl/cwl.input.json': {
215 'basename': '99999999999999999999999999999998+99',
216 'location': 'keep:99999999999999999999999999999998+99',
217 'class': 'Directory'},
219 'basename': u'blorp.txt',
221 'location': u'keep:169f39d466a5438ac4a90e779bf750c7+53/blorp.txt',
224 'z': {'basename': 'anonymous', 'class': 'Directory', 'listing': [
225 {'basename': 'renamed.txt',
227 'location': 'keep:99999999999999999999999999999998+99/file1.txt'
234 'state': 'Committed',
236 'command': ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
237 '--enable-reuse', '--on-error=continue',
238 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json'],
239 'name': 'submit_wf.cwl',
240 'container_image': 'arvados/jobs:'+arvados_cwl.__version__,
241 'output_path': '/var/spool/cwl',
242 'cwd': '/var/spool/cwl',
243 'runtime_constraints': {
246 'ram': 1024*1024*1024
248 'use_existing': True,
252 stubs.expect_workflow_uuid = "zzzzz-7fd4e-zzzzzzzzzzzzzzz"
253 stubs.api.workflows().create().execute.return_value = {
254 "uuid": stubs.expect_workflow_uuid,
256 def update_mock(**kwargs):
257 stubs.updated_uuid = kwargs.get('uuid')
259 stubs.api.workflows().update.side_effect = update_mock
260 stubs.api.workflows().update().execute.side_effect = lambda **kwargs: {
261 "uuid": stubs.updated_uuid,
264 return func(self, stubs, *args, **kwargs)
268 class TestSubmit(unittest.TestCase):
269 @mock.patch("arvados_cwl.runner.arv_docker_get_image")
270 @mock.patch("time.sleep")
272 def test_submit(self, stubs, tm, arvdock):
273 capture_stdout = cStringIO.StringIO()
274 exited = arvados_cwl.main(
275 ["--submit", "--no-wait", "--api=jobs", "--debug",
276 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
277 capture_stdout, sys.stderr, api_client=stubs.api)
278 self.assertEqual(exited, 0)
280 stubs.api.collections().create.assert_has_calls([
281 mock.call(body=JsonDiffMatcher({
283 '. 5bcc9fe8f8d5992e6cf418dc7ce4dbb3+16 0:16:blub.txt\n',
284 'replication_desired': None,
285 'name': 'submit_tool.cwl dependencies',
286 }), ensure_unique_name=True),
287 mock.call(body=JsonDiffMatcher({
289 '. 979af1245a12a1fed634d4222473bfdc+16 0:16:blorp.txt\n',
290 'replication_desired': None,
291 'name': 'submit_wf.cwl input',
292 }), ensure_unique_name=True),
293 mock.call(body=JsonDiffMatcher({
295 '. 61df2ed9ee3eb7dd9b799e5ca35305fa+1217 0:1217:workflow.cwl\n',
296 'replication_desired': None,
297 'name': 'submit_wf.cwl',
298 }), ensure_unique_name=True) ])
300 arvdock.assert_has_calls([
301 mock.call(stubs.api, {"class": "DockerRequirement", "dockerPull": "debian:8"}, True, None),
302 mock.call(stubs.api, {'dockerPull': 'arvados/jobs:'+arvados_cwl.__version__}, True, None)
305 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
306 stubs.api.pipeline_instances().create.assert_called_with(
307 body=JsonDiffMatcher(expect_pipeline))
308 self.assertEqual(capture_stdout.getvalue(),
309 stubs.expect_pipeline_uuid + '\n')
312 @mock.patch("time.sleep")
314 def test_submit_no_reuse(self, stubs, tm):
315 capture_stdout = cStringIO.StringIO()
316 exited = arvados_cwl.main(
317 ["--submit", "--no-wait", "--api=jobs", "--debug", "--disable-reuse",
318 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
319 capture_stdout, sys.stderr, api_client=stubs.api)
320 self.assertEqual(exited, 0)
322 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
323 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["arv:enable_reuse"] = {"value": False}
324 expect_pipeline["properties"] = {"run_options": {"enable_job_reuse": False}}
326 stubs.api.pipeline_instances().create.assert_called_with(
327 body=JsonDiffMatcher(expect_pipeline))
328 self.assertEqual(capture_stdout.getvalue(),
329 stubs.expect_pipeline_uuid + '\n')
331 @mock.patch("time.sleep")
333 def test_submit_on_error(self, stubs, tm):
334 capture_stdout = cStringIO.StringIO()
335 exited = arvados_cwl.main(
336 ["--submit", "--no-wait", "--api=jobs", "--debug", "--on-error=stop",
337 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
338 capture_stdout, sys.stderr, api_client=stubs.api)
339 self.assertEqual(exited, 0)
341 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
342 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["arv:on_error"] = "stop"
344 stubs.api.pipeline_instances().create.assert_called_with(
345 body=JsonDiffMatcher(expect_pipeline))
346 self.assertEqual(capture_stdout.getvalue(),
347 stubs.expect_pipeline_uuid + '\n')
350 @mock.patch("time.sleep")
352 def test_submit_runner_ram(self, stubs, tm):
353 capture_stdout = cStringIO.StringIO()
354 exited = arvados_cwl.main(
355 ["--submit", "--no-wait", "--debug", "--submit-runner-ram=2048",
356 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
357 capture_stdout, sys.stderr, api_client=stubs.api)
358 self.assertEqual(exited, 0)
360 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
361 expect_pipeline["components"]["cwl-runner"]["runtime_constraints"]["min_ram_mb_per_node"] = 2048
363 stubs.api.pipeline_instances().create.assert_called_with(
364 body=JsonDiffMatcher(expect_pipeline))
365 self.assertEqual(capture_stdout.getvalue(),
366 stubs.expect_pipeline_uuid + '\n')
369 @mock.patch("time.sleep")
371 def test_submit_invalid_runner_ram(self, stubs, tm):
372 capture_stdout = cStringIO.StringIO()
373 exited = arvados_cwl.main(
374 ["--submit", "--no-wait", "--debug", "--submit-runner-ram=-2048",
375 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
376 capture_stdout, sys.stderr, api_client=stubs.api)
377 self.assertEqual(exited, 1)
379 @mock.patch("time.sleep")
381 def test_submit_output_name(self, stubs, tm):
382 output_name = "test_output_name"
384 capture_stdout = cStringIO.StringIO()
385 exited = arvados_cwl.main(
386 ["--submit", "--no-wait", "--debug", "--output-name", output_name,
387 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
388 capture_stdout, sys.stderr, api_client=stubs.api)
389 self.assertEqual(exited, 0)
391 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
392 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["arv:output_name"] = output_name
394 stubs.api.pipeline_instances().create.assert_called_with(
395 body=JsonDiffMatcher(expect_pipeline))
396 self.assertEqual(capture_stdout.getvalue(),
397 stubs.expect_pipeline_uuid + '\n')
400 @mock.patch("time.sleep")
402 def test_submit_pipeline_name(self, stubs, tm):
403 capture_stdout = cStringIO.StringIO()
404 exited = arvados_cwl.main(
405 ["--submit", "--no-wait", "--debug", "--name=hello job 123",
406 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
407 capture_stdout, sys.stderr, api_client=stubs.api)
408 self.assertEqual(exited, 0)
410 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
411 expect_pipeline["name"] = "hello job 123"
413 stubs.api.pipeline_instances().create.assert_called_with(
414 body=JsonDiffMatcher(expect_pipeline))
415 self.assertEqual(capture_stdout.getvalue(),
416 stubs.expect_pipeline_uuid + '\n')
418 @mock.patch("time.sleep")
420 def test_submit_output_tags(self, stubs, tm):
421 output_tags = "tag0,tag1,tag2"
423 capture_stdout = cStringIO.StringIO()
424 exited = arvados_cwl.main(
425 ["--submit", "--no-wait", "--debug", "--output-tags", output_tags,
426 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
427 capture_stdout, sys.stderr, api_client=stubs.api)
428 self.assertEqual(exited, 0)
430 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
431 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["arv:output_tags"] = output_tags
433 stubs.api.pipeline_instances().create.assert_called_with(
434 body=JsonDiffMatcher(expect_pipeline))
435 self.assertEqual(capture_stdout.getvalue(),
436 stubs.expect_pipeline_uuid + '\n')
438 @mock.patch("time.sleep")
440 def test_submit_with_project_uuid(self, stubs, tm):
441 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
443 exited = arvados_cwl.main(
444 ["--submit", "--no-wait",
445 "--project-uuid", project_uuid,
446 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
447 sys.stdout, sys.stderr, api_client=stubs.api)
448 self.assertEqual(exited, 0)
450 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
451 expect_pipeline["owner_uuid"] = project_uuid
452 stubs.api.pipeline_instances().create.assert_called_with(
453 body=JsonDiffMatcher(expect_pipeline))
456 def test_submit_container(self, stubs):
457 capture_stdout = cStringIO.StringIO()
459 exited = arvados_cwl.main(
460 ["--submit", "--no-wait", "--api=containers", "--debug",
461 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
462 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
463 self.assertEqual(exited, 0)
465 logging.exception("")
467 stubs.api.collections().create.assert_has_calls([
468 mock.call(body=JsonDiffMatcher({
470 '. 5bcc9fe8f8d5992e6cf418dc7ce4dbb3+16 0:16:blub.txt\n',
471 'replication_desired': None,
472 'name': 'submit_tool.cwl dependencies',
473 }), ensure_unique_name=True),
474 mock.call(body=JsonDiffMatcher({
476 '. 979af1245a12a1fed634d4222473bfdc+16 0:16:blorp.txt\n',
477 'replication_desired': None,
478 'name': 'submit_wf.cwl input',
479 }), ensure_unique_name=True)])
481 expect_container = copy.deepcopy(stubs.expect_container_spec)
482 stubs.api.container_requests().create.assert_called_with(
483 body=JsonDiffMatcher(expect_container))
484 self.assertEqual(capture_stdout.getvalue(),
485 stubs.expect_container_request_uuid + '\n')
488 def test_submit_container_no_reuse(self, stubs):
489 capture_stdout = cStringIO.StringIO()
491 exited = arvados_cwl.main(
492 ["--submit", "--no-wait", "--api=containers", "--debug", "--disable-reuse",
493 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
494 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
495 self.assertEqual(exited, 0)
497 logging.exception("")
499 expect_container = copy.deepcopy(stubs.expect_container_spec)
500 expect_container["command"] = [
501 'arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
502 '--disable-reuse', '--on-error=continue',
503 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
504 expect_container["use_existing"] = False
506 stubs.api.container_requests().create.assert_called_with(
507 body=JsonDiffMatcher(expect_container))
508 self.assertEqual(capture_stdout.getvalue(),
509 stubs.expect_container_request_uuid + '\n')
513 def test_submit_container_reuse_disabled_by_workflow(self, stubs):
514 capture_stdout = cStringIO.StringIO()
516 exited = arvados_cwl.main(
517 ["--submit", "--no-wait", "--api=containers", "--debug",
518 "tests/wf/submit_wf_no_reuse.cwl", "tests/submit_test_job.json"],
519 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
520 self.assertEqual(exited, 0)
522 expect_container = copy.deepcopy(stubs.expect_container_spec)
523 expect_container["command"] = [
524 'arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
525 '--disable-reuse', '--on-error=continue',
526 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
527 expect_container["use_existing"] = False
528 expect_container["name"] = "submit_wf_no_reuse.cwl"
529 expect_container["mounts"]["/var/lib/cwl/workflow.json"]["content"]["$graph"][1]["hints"] = [
531 "class": "http://arvados.org/cwl#ReuseRequirement",
532 "enableReuse": False,
536 stubs.api.container_requests().create.assert_called_with(
537 body=JsonDiffMatcher(expect_container))
538 self.assertEqual(capture_stdout.getvalue(),
539 stubs.expect_container_request_uuid + '\n')
543 def test_submit_container_on_error(self, stubs):
544 capture_stdout = cStringIO.StringIO()
546 exited = arvados_cwl.main(
547 ["--submit", "--no-wait", "--api=containers", "--debug", "--on-error=stop",
548 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
549 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
550 self.assertEqual(exited, 0)
552 logging.exception("")
554 expect_container = copy.deepcopy(stubs.expect_container_spec)
555 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
556 '--enable-reuse', '--on-error=stop',
557 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
559 stubs.api.container_requests().create.assert_called_with(
560 body=JsonDiffMatcher(expect_container))
561 self.assertEqual(capture_stdout.getvalue(),
562 stubs.expect_container_request_uuid + '\n')
565 def test_submit_container_output_name(self, stubs):
566 output_name = "test_output_name"
568 capture_stdout = cStringIO.StringIO()
570 exited = arvados_cwl.main(
571 ["--submit", "--no-wait", "--api=containers", "--debug", "--output-name", output_name,
572 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
573 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
574 self.assertEqual(exited, 0)
576 logging.exception("")
578 expect_container = copy.deepcopy(stubs.expect_container_spec)
579 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
580 "--output-name="+output_name, '--enable-reuse', '--on-error=continue',
581 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
582 expect_container["output_name"] = output_name
584 stubs.api.container_requests().create.assert_called_with(
585 body=JsonDiffMatcher(expect_container))
586 self.assertEqual(capture_stdout.getvalue(),
587 stubs.expect_container_request_uuid + '\n')
591 def test_submit_container_output_ttl(self, stubs):
592 capture_stdout = cStringIO.StringIO()
594 exited = arvados_cwl.main(
595 ["--submit", "--no-wait", "--api=containers", "--debug", "--intermediate-output-ttl", "3600",
596 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
597 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
598 self.assertEqual(exited, 0)
600 logging.exception("")
602 expect_container = copy.deepcopy(stubs.expect_container_spec)
603 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
604 '--enable-reuse', '--on-error=continue',
605 "--intermediate-output-ttl=3600",
606 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
608 stubs.api.container_requests().create.assert_called_with(
609 body=JsonDiffMatcher(expect_container))
610 self.assertEqual(capture_stdout.getvalue(),
611 stubs.expect_container_request_uuid + '\n')
614 def test_submit_container_trash_intermediate(self, stubs):
615 capture_stdout = cStringIO.StringIO()
617 exited = arvados_cwl.main(
618 ["--submit", "--no-wait", "--api=containers", "--debug", "--trash-intermediate",
619 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
620 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
621 self.assertEqual(exited, 0)
623 logging.exception("")
625 expect_container = copy.deepcopy(stubs.expect_container_spec)
626 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
627 '--enable-reuse', '--on-error=continue',
628 "--trash-intermediate",
629 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
631 stubs.api.container_requests().create.assert_called_with(
632 body=JsonDiffMatcher(expect_container))
633 self.assertEqual(capture_stdout.getvalue(),
634 stubs.expect_container_request_uuid + '\n')
637 def test_submit_container_output_tags(self, stubs):
638 output_tags = "tag0,tag1,tag2"
640 capture_stdout = cStringIO.StringIO()
642 exited = arvados_cwl.main(
643 ["--submit", "--no-wait", "--api=containers", "--debug", "--output-tags", output_tags,
644 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
645 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
646 self.assertEqual(exited, 0)
648 logging.exception("")
650 expect_container = copy.deepcopy(stubs.expect_container_spec)
651 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
652 "--output-tags="+output_tags, '--enable-reuse', '--on-error=continue',
653 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
655 stubs.api.container_requests().create.assert_called_with(
656 body=JsonDiffMatcher(expect_container))
657 self.assertEqual(capture_stdout.getvalue(),
658 stubs.expect_container_request_uuid + '\n')
661 def test_submit_container_runner_ram(self, stubs):
662 capture_stdout = cStringIO.StringIO()
664 exited = arvados_cwl.main(
665 ["--submit", "--no-wait", "--api=containers", "--debug", "--submit-runner-ram=2048",
666 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
667 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
668 self.assertEqual(exited, 0)
670 logging.exception("")
672 expect_container = copy.deepcopy(stubs.expect_container_spec)
673 expect_container["runtime_constraints"]["ram"] = 2048*1024*1024
675 stubs.api.container_requests().create.assert_called_with(
676 body=JsonDiffMatcher(expect_container))
677 self.assertEqual(capture_stdout.getvalue(),
678 stubs.expect_container_request_uuid + '\n')
680 @mock.patch("arvados.collection.CollectionReader")
681 @mock.patch("time.sleep")
683 def test_submit_file_keepref(self, stubs, tm, collectionReader):
684 capture_stdout = cStringIO.StringIO()
685 exited = arvados_cwl.main(
686 ["--submit", "--no-wait", "--api=containers", "--debug",
687 "tests/wf/submit_keepref_wf.cwl"],
688 capture_stdout, sys.stderr, api_client=stubs.api)
689 self.assertEqual(exited, 0)
692 @mock.patch("arvados.collection.CollectionReader")
693 @mock.patch("time.sleep")
695 def test_submit_keepref(self, stubs, tm, reader):
696 capture_stdout = cStringIO.StringIO()
698 with open("tests/wf/expect_arvworkflow.cwl") as f:
699 reader().open().__enter__().read.return_value = f.read()
701 exited = arvados_cwl.main(
702 ["--submit", "--no-wait", "--api=containers", "--debug",
703 "keep:99999999999999999999999999999994+99/expect_arvworkflow.cwl#main", "-x", "XxX"],
704 capture_stdout, sys.stderr, api_client=stubs.api)
705 self.assertEqual(exited, 0)
715 'path': '/var/spool/cwl/cwl.output.json',
718 '/var/lib/cwl/workflow': {
719 'portable_data_hash': '99999999999999999999999999999994+99',
722 '/var/lib/cwl/cwl.input.json': {
728 }, 'state': 'Committed',
730 'output_path': '/var/spool/cwl',
731 'name': 'expect_arvworkflow.cwl#main',
732 'container_image': 'arvados/jobs:'+arvados_cwl.__version__,
733 'command': ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
734 '--enable-reuse', '--on-error=continue',
735 '/var/lib/cwl/workflow/expect_arvworkflow.cwl#main', '/var/lib/cwl/cwl.input.json'],
736 'cwd': '/var/spool/cwl',
737 'runtime_constraints': {
742 'use_existing': True,
746 stubs.api.container_requests().create.assert_called_with(
747 body=JsonDiffMatcher(expect_container))
748 self.assertEqual(capture_stdout.getvalue(),
749 stubs.expect_container_request_uuid + '\n')
752 @mock.patch("arvados.collection.CollectionReader")
753 @mock.patch("time.sleep")
755 def test_submit_jobs_keepref(self, stubs, tm, reader):
756 capture_stdout = cStringIO.StringIO()
758 with open("tests/wf/expect_arvworkflow.cwl") as f:
759 reader().open().__enter__().read.return_value = f.read()
761 exited = arvados_cwl.main(
762 ["--submit", "--no-wait", "--api=jobs", "--debug",
763 "keep:99999999999999999999999999999994+99/expect_arvworkflow.cwl#main", "-x", "XxX"],
764 capture_stdout, sys.stderr, api_client=stubs.api)
765 self.assertEqual(exited, 0)
767 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
768 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["x"] = "XxX"
769 del expect_pipeline["components"]["cwl-runner"]["script_parameters"]["y"]
770 del expect_pipeline["components"]["cwl-runner"]["script_parameters"]["z"]
771 expect_pipeline["components"]["cwl-runner"]["script_parameters"]["cwl:tool"] = "99999999999999999999999999999994+99/expect_arvworkflow.cwl#main"
772 expect_pipeline["name"] = "expect_arvworkflow.cwl#main"
773 stubs.api.pipeline_instances().create.assert_called_with(
774 body=JsonDiffMatcher(expect_pipeline))
776 @mock.patch("time.sleep")
778 def test_submit_arvworkflow(self, stubs, tm):
779 capture_stdout = cStringIO.StringIO()
781 with open("tests/wf/expect_arvworkflow.cwl") as f:
782 stubs.api.workflows().get().execute.return_value = {"definition": f.read(), "name": "a test workflow"}
784 exited = arvados_cwl.main(
785 ["--submit", "--no-wait", "--api=containers", "--debug",
786 "962eh-7fd4e-gkbzl62qqtfig37", "-x", "XxX"],
787 capture_stdout, sys.stderr, api_client=stubs.api)
788 self.assertEqual(exited, 0)
798 'path': '/var/spool/cwl/cwl.output.json',
801 '/var/lib/cwl/workflow.json': {
804 'cwlVersion': 'v1.0',
809 {'type': 'string', 'id': '#main/x'}
812 {'in': [{'source': '#main/x', 'id': '#main/step1/x'}],
813 'run': '#submit_tool.cwl',
823 'inputBinding': {'position': 1},
825 'id': '#submit_tool.cwl/x'}
828 {'dockerPull': 'debian:8', 'class': 'DockerRequirement'}
830 'id': '#submit_tool.cwl',
832 'baseCommand': 'cat',
833 'class': 'CommandLineTool'
838 '/var/lib/cwl/cwl.input.json': {
844 }, 'state': 'Committed',
846 'output_path': '/var/spool/cwl',
847 'name': 'a test workflow',
848 'container_image': 'arvados/jobs:'+arvados_cwl.__version__,
849 'command': ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
850 '--enable-reuse', '--on-error=continue',
851 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json'],
852 'cwd': '/var/spool/cwl',
853 'runtime_constraints': {
858 'use_existing': True,
860 "template_uuid": "962eh-7fd4e-gkbzl62qqtfig37"
864 stubs.api.container_requests().create.assert_called_with(
865 body=JsonDiffMatcher(expect_container))
866 self.assertEqual(capture_stdout.getvalue(),
867 stubs.expect_container_request_uuid + '\n')
871 def test_submit_container_name(self, stubs):
872 capture_stdout = cStringIO.StringIO()
874 exited = arvados_cwl.main(
875 ["--submit", "--no-wait", "--api=containers", "--debug", "--name=hello container 123",
876 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
877 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
878 self.assertEqual(exited, 0)
880 logging.exception("")
882 expect_container = copy.deepcopy(stubs.expect_container_spec)
883 expect_container["name"] = "hello container 123"
885 stubs.api.container_requests().create.assert_called_with(
886 body=JsonDiffMatcher(expect_container))
887 self.assertEqual(capture_stdout.getvalue(),
888 stubs.expect_container_request_uuid + '\n')
892 def test_submit_container_project(self, stubs):
893 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
894 capture_stdout = cStringIO.StringIO()
896 exited = arvados_cwl.main(
897 ["--submit", "--no-wait", "--api=containers", "--debug", "--project-uuid="+project_uuid,
898 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
899 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
900 self.assertEqual(exited, 0)
902 logging.exception("")
904 expect_container = copy.deepcopy(stubs.expect_container_spec)
905 expect_container["owner_uuid"] = project_uuid
906 expect_container["command"] = ['arvados-cwl-runner', '--local', '--api=containers', '--no-log-timestamps',
907 '--enable-reuse', '--on-error=continue', '--project-uuid='+project_uuid,
908 '/var/lib/cwl/workflow.json#main', '/var/lib/cwl/cwl.input.json']
910 stubs.api.container_requests().create.assert_called_with(
911 body=JsonDiffMatcher(expect_container))
912 self.assertEqual(capture_stdout.getvalue(),
913 stubs.expect_container_request_uuid + '\n')
917 def test_submit_job_runner_image(self, stubs):
918 capture_stdout = cStringIO.StringIO()
920 exited = arvados_cwl.main(
921 ["--submit", "--no-wait", "--api=jobs", "--debug", "--submit-runner-image=arvados/jobs:123",
922 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
923 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
924 self.assertEqual(exited, 0)
926 logging.exception("")
928 stubs.expect_pipeline_instance["components"]["cwl-runner"]["runtime_constraints"]["docker_image"] = "arvados/jobs:123"
930 expect_pipeline = copy.deepcopy(stubs.expect_pipeline_instance)
931 stubs.api.pipeline_instances().create.assert_called_with(
932 body=JsonDiffMatcher(expect_pipeline))
933 self.assertEqual(capture_stdout.getvalue(),
934 stubs.expect_pipeline_uuid + '\n')
937 def test_submit_container_runner_image(self, stubs):
938 capture_stdout = cStringIO.StringIO()
940 exited = arvados_cwl.main(
941 ["--submit", "--no-wait", "--api=containers", "--debug", "--submit-runner-image=arvados/jobs:123",
942 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
943 capture_stdout, sys.stderr, api_client=stubs.api, keep_client=stubs.keep_client)
944 self.assertEqual(exited, 0)
946 logging.exception("")
948 stubs.expect_container_spec["container_image"] = "arvados/jobs:123"
950 expect_container = copy.deepcopy(stubs.expect_container_spec)
951 stubs.api.container_requests().create.assert_called_with(
952 body=JsonDiffMatcher(expect_container))
953 self.assertEqual(capture_stdout.getvalue(),
954 stubs.expect_container_request_uuid + '\n')
957 @mock.patch("arvados.commands.keepdocker.find_one_image_hash")
958 @mock.patch("cwltool.docker.get_image")
959 @mock.patch("arvados.api")
960 def test_arvados_jobs_image(self, api, get_image, find_one_image_hash):
961 arvrunner = mock.MagicMock()
962 arvrunner.project_uuid = ""
963 api.return_value = mock.MagicMock()
964 arvrunner.api = api.return_value
965 arvrunner.api.links().list().execute.side_effect = ({"items": [{"created_at": "",
966 "head_uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzb",
967 "link_class": "docker_image_repo+tag",
968 "name": "arvados/jobs:"+arvados_cwl.__version__,
970 "properties": {"image_timestamp": ""}}], "items_available": 1, "offset": 0},
971 {"items": [{"created_at": "",
973 "link_class": "docker_image_hash",
976 "properties": {"image_timestamp": ""}}], "items_available": 1, "offset": 0}
978 find_one_image_hash.return_value = "123456"
980 arvrunner.api.collections().list().execute.side_effect = ({"items": [{"uuid": "zzzzz-4zz18-zzzzzzzzzzzzzzb",
984 }], "items_available": 1, "offset": 0},)
985 arvrunner.api.collections().create().execute.return_value = {"uuid": ""}
986 self.assertEqual("arvados/jobs:"+arvados_cwl.__version__,
987 arvados_cwl.runner.arvados_jobs_image(arvrunner, "arvados/jobs:"+arvados_cwl.__version__))
989 class TestCreateTemplate(unittest.TestCase):
990 existing_template_uuid = "zzzzz-d1hrv-validworkfloyml"
992 def _adjust_script_params(self, expect_component):
993 expect_component['script_parameters']['x'] = {
997 'value': '169f39d466a5438ac4a90e779bf750c7+53/blorp.txt',
999 expect_component['script_parameters']['y'] = {
1000 'dataclass': 'Collection',
1002 'type': 'Directory',
1003 'value': '99999999999999999999999999999998+99',
1005 expect_component['script_parameters']['z'] = {
1006 'dataclass': 'Collection',
1008 'type': 'Directory',
1012 def test_create(self, stubs):
1013 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1015 capture_stdout = cStringIO.StringIO()
1017 exited = arvados_cwl.main(
1018 ["--create-workflow", "--debug",
1020 "--project-uuid", project_uuid,
1021 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1022 capture_stdout, sys.stderr, api_client=stubs.api)
1023 self.assertEqual(exited, 0)
1025 stubs.api.pipeline_instances().create.refute_called()
1026 stubs.api.jobs().create.refute_called()
1028 expect_component = copy.deepcopy(stubs.expect_job_spec)
1029 self._adjust_script_params(expect_component)
1032 "submit_wf.cwl": expect_component,
1034 "name": "submit_wf.cwl",
1035 "owner_uuid": project_uuid,
1037 stubs.api.pipeline_templates().create.assert_called_with(
1038 body=JsonDiffMatcher(expect_template), ensure_unique_name=True)
1040 self.assertEqual(capture_stdout.getvalue(),
1041 stubs.expect_pipeline_template_uuid + '\n')
1045 def test_create_name(self, stubs):
1046 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1048 capture_stdout = cStringIO.StringIO()
1050 exited = arvados_cwl.main(
1051 ["--create-workflow", "--debug",
1052 "--project-uuid", project_uuid,
1054 "--name", "testing 123",
1055 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1056 capture_stdout, sys.stderr, api_client=stubs.api)
1057 self.assertEqual(exited, 0)
1059 stubs.api.pipeline_instances().create.refute_called()
1060 stubs.api.jobs().create.refute_called()
1062 expect_component = copy.deepcopy(stubs.expect_job_spec)
1063 self._adjust_script_params(expect_component)
1066 "testing 123": expect_component,
1068 "name": "testing 123",
1069 "owner_uuid": project_uuid,
1071 stubs.api.pipeline_templates().create.assert_called_with(
1072 body=JsonDiffMatcher(expect_template), ensure_unique_name=True)
1074 self.assertEqual(capture_stdout.getvalue(),
1075 stubs.expect_pipeline_template_uuid + '\n')
1079 def test_update_name(self, stubs):
1080 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1082 capture_stdout = cStringIO.StringIO()
1084 exited = arvados_cwl.main(
1085 ["--update-workflow", self.existing_template_uuid,
1087 "--project-uuid", project_uuid,
1089 "--name", "testing 123",
1090 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1091 capture_stdout, sys.stderr, api_client=stubs.api)
1092 self.assertEqual(exited, 0)
1094 stubs.api.pipeline_instances().create.refute_called()
1095 stubs.api.jobs().create.refute_called()
1097 expect_component = copy.deepcopy(stubs.expect_job_spec)
1098 self._adjust_script_params(expect_component)
1101 "testing 123": expect_component,
1103 "name": "testing 123",
1104 "owner_uuid": project_uuid,
1106 stubs.api.pipeline_templates().create.refute_called()
1107 stubs.api.pipeline_templates().update.assert_called_with(
1108 body=JsonDiffMatcher(expect_template), uuid=self.existing_template_uuid)
1110 self.assertEqual(capture_stdout.getvalue(),
1111 self.existing_template_uuid + '\n')
1114 class TestCreateWorkflow(unittest.TestCase):
1115 existing_workflow_uuid = "zzzzz-7fd4e-validworkfloyml"
1116 expect_workflow = StripYAMLComments(
1117 open("tests/wf/expect_packed.cwl").read())
1120 def test_create(self, stubs):
1121 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1123 capture_stdout = cStringIO.StringIO()
1125 exited = arvados_cwl.main(
1126 ["--create-workflow", "--debug",
1128 "--project-uuid", project_uuid,
1129 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1130 capture_stdout, sys.stderr, api_client=stubs.api)
1131 self.assertEqual(exited, 0)
1133 stubs.api.pipeline_templates().create.refute_called()
1134 stubs.api.container_requests().create.refute_called()
1138 "owner_uuid": project_uuid,
1139 "name": "submit_wf.cwl",
1141 "definition": self.expect_workflow,
1144 stubs.api.workflows().create.assert_called_with(
1145 body=JsonDiffMatcher(body))
1147 self.assertEqual(capture_stdout.getvalue(),
1148 stubs.expect_workflow_uuid + '\n')
1152 def test_create_name(self, stubs):
1153 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1155 capture_stdout = cStringIO.StringIO()
1157 exited = arvados_cwl.main(
1158 ["--create-workflow", "--debug",
1160 "--project-uuid", project_uuid,
1161 "--name", "testing 123",
1162 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1163 capture_stdout, sys.stderr, api_client=stubs.api)
1164 self.assertEqual(exited, 0)
1166 stubs.api.pipeline_templates().create.refute_called()
1167 stubs.api.container_requests().create.refute_called()
1171 "owner_uuid": project_uuid,
1172 "name": "testing 123",
1174 "definition": self.expect_workflow,
1177 stubs.api.workflows().create.assert_called_with(
1178 body=JsonDiffMatcher(body))
1180 self.assertEqual(capture_stdout.getvalue(),
1181 stubs.expect_workflow_uuid + '\n')
1184 def test_incompatible_api(self, stubs):
1185 capture_stderr = cStringIO.StringIO()
1186 logging.getLogger('arvados.cwl-runner').addHandler(
1187 logging.StreamHandler(capture_stderr))
1189 exited = arvados_cwl.main(
1190 ["--update-workflow", self.existing_workflow_uuid,
1193 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1194 sys.stderr, sys.stderr, api_client=stubs.api)
1195 self.assertEqual(exited, 1)
1196 self.assertRegexpMatches(
1197 capture_stderr.getvalue(),
1198 "--update-workflow arg '{}' uses 'containers' API, but --api='jobs' specified".format(self.existing_workflow_uuid))
1201 def test_update(self, stubs):
1202 capture_stdout = cStringIO.StringIO()
1204 exited = arvados_cwl.main(
1205 ["--update-workflow", self.existing_workflow_uuid,
1207 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1208 capture_stdout, sys.stderr, api_client=stubs.api)
1209 self.assertEqual(exited, 0)
1213 "name": "submit_wf.cwl",
1215 "definition": self.expect_workflow,
1218 stubs.api.workflows().update.assert_called_with(
1219 uuid=self.existing_workflow_uuid,
1220 body=JsonDiffMatcher(body))
1221 self.assertEqual(capture_stdout.getvalue(),
1222 self.existing_workflow_uuid + '\n')
1226 def test_update_name(self, stubs):
1227 capture_stdout = cStringIO.StringIO()
1229 exited = arvados_cwl.main(
1230 ["--update-workflow", self.existing_workflow_uuid,
1231 "--debug", "--name", "testing 123",
1232 "tests/wf/submit_wf.cwl", "tests/submit_test_job.json"],
1233 capture_stdout, sys.stderr, api_client=stubs.api)
1234 self.assertEqual(exited, 0)
1238 "name": "testing 123",
1240 "definition": self.expect_workflow,
1243 stubs.api.workflows().update.assert_called_with(
1244 uuid=self.existing_workflow_uuid,
1245 body=JsonDiffMatcher(body))
1246 self.assertEqual(capture_stdout.getvalue(),
1247 self.existing_workflow_uuid + '\n')
1251 def test_create_collection_per_tool(self, stubs):
1252 project_uuid = 'zzzzz-j7d0g-zzzzzzzzzzzzzzz'
1254 capture_stdout = cStringIO.StringIO()
1256 exited = arvados_cwl.main(
1257 ["--create-workflow", "--debug",
1259 "--project-uuid", project_uuid,
1260 "tests/collection_per_tool/collection_per_tool.cwl"],
1261 capture_stdout, sys.stderr, api_client=stubs.api)
1262 self.assertEqual(exited, 0)
1264 toolfile = "tests/collection_per_tool/collection_per_tool_packed.cwl"
1265 expect_workflow = StripYAMLComments(open(toolfile).read())
1269 "owner_uuid": project_uuid,
1270 "name": "collection_per_tool.cwl",
1272 "definition": expect_workflow,
1275 stubs.api.workflows().create.assert_called_with(
1276 body=JsonDiffMatcher(body))
1278 self.assertEqual(capture_stdout.getvalue(),
1279 stubs.expect_workflow_uuid + '\n')
1281 class TestTemplateInputs(unittest.TestCase):
1284 "inputs_test.cwl": {
1285 'runtime_constraints': {
1286 'docker_image': 'arvados/jobs:'+arvados_cwl.__version__,
1287 'min_ram_mb_per_node': 1024
1289 'script_parameters': {
1291 '6c5ee1cd606088106d9f28367cde1e41+60/workflow.cwl#main',
1292 'optionalFloatInput': None,
1295 'dataclass': 'File',
1297 'title': "It's a file; we expect to find some characters in it.",
1298 'description': 'If there were anything further to say, it would be said here,\nor here.'
1302 'dataclass': 'number',
1304 'title': 'Floats like a duck',
1308 'optionalFloatInput': {
1309 'type': ['null', 'float'],
1310 'dataclass': 'number',
1315 'dataclass': 'boolean',
1317 'title': 'True or false?',
1320 'repository': 'arvados',
1321 'script_version': 'master',
1322 'minimum_script_version': '570509ab4d2ef93d870fd2b1f2eab178afb1bad9',
1323 'script': 'cwl-runner',
1326 "name": "inputs_test.cwl",
1330 def test_inputs_empty(self, stubs):
1331 exited = arvados_cwl.main(
1332 ["--create-template",
1333 "tests/wf/inputs_test.cwl", "tests/order/empty_order.json"],
1334 cStringIO.StringIO(), sys.stderr, api_client=stubs.api)
1335 self.assertEqual(exited, 0)
1337 stubs.api.pipeline_templates().create.assert_called_with(
1338 body=JsonDiffMatcher(self.expect_template), ensure_unique_name=True)
1341 def test_inputs(self, stubs):
1342 exited = arvados_cwl.main(
1343 ["--create-template",
1344 "tests/wf/inputs_test.cwl", "tests/order/inputs_test_order.json"],
1345 cStringIO.StringIO(), sys.stderr, api_client=stubs.api)
1346 self.assertEqual(exited, 0)
1348 expect_template = copy.deepcopy(self.expect_template)
1349 params = expect_template[
1350 "components"]["inputs_test.cwl"]["script_parameters"]
1351 params["fileInput"]["value"] = '169f39d466a5438ac4a90e779bf750c7+53/blorp.txt'
1352 params["cwl:tool"] = '6c5ee1cd606088106d9f28367cde1e41+60/workflow.cwl#main'
1353 params["floatInput"]["value"] = 1.234
1354 params["boolInput"]["value"] = True
1356 stubs.api.pipeline_templates().create.assert_called_with(
1357 body=JsonDiffMatcher(expect_template), ensure_unique_name=True)