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How to use set_dependencies method in autotest
Best Python code snippet using autotest_python
dag_test.py
Source:dag_test.py 
...81 ], # B -> D82 ]83 )84 self.check_argo_yaml("dag_golden_1.yaml")85 def test_set_dependencies(self):86 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)87 couler.set_dependencies(lambda: job_b(message="B"), dependencies=["A"])88 couler.set_dependencies(lambda: job_c(message="C"), dependencies=["A"])89 couler.set_dependencies(lambda: job_d(message="D"), dependencies=["B"])90 self.check_argo_yaml("dag_golden_1.yaml")91 def test_set_dependencies_with_conditional(self):92 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)93 couler.set_dependencies(lambda: job_b(message="B"), dependencies=["A"])94 couler.set_dependencies(95 lambda: couler.when(96 couler.equal(flip_coin(), "heads"), lambda: heads()97 ),98 dependencies=["B"],99 )100 self.check_argo_yaml("dag_golden_2.yaml")101 def test_method_dependencies(self):102 class A:103 def a(self):104 return job_a(message="A")105 @staticmethod106 def b():107 return job_b(message="B")108 @classmethod109 def c(cls):110 return job_c(message="C")111 instance = A()112 couler.set_dependencies(instance.a, dependencies=None)113 couler.set_dependencies(instance.b, dependencies=["A"])114 couler.set_dependencies(A.c, dependencies=["A"])115 couler.set_dependencies(lambda: job_d(message="D"), dependencies=["B"])116 self.check_argo_yaml("dag_golden_1.yaml")117 def test_set_dependencies_with_passing_parameter_artifact_implicitly(self):118 def producer_two(step_name):119 output_one = couler.create_parameter_artifact(path="/mnt/t1.txt")120 output_two = couler.create_parameter_artifact(path="/mnt/t2.txt")121 c1 = "echo -n A > %s" % output_one.path122 c2 = "echo -n B > %s" % output_two.path123 command = "%s && %s" % (c1, c2)124 return couler.run_container(125 image="docker/whalesay:latest",126 args=command,127 output=[output_one, output_two],128 command=["bash", "-c"],129 step_name=step_name,130 )131 def consume_two(step_name):132 couler.run_container(133 image="docker/whalesay:latest",134 command=["echo"],135 args=["--input: x"],136 step_name=step_name,137 )138 couler.set_dependencies(139 lambda: producer_two(step_name="A"), dependencies=None140 )141 couler.set_dependencies(142 lambda: consume_two(step_name="B"), dependencies=["A"]143 )144 self.check_argo_yaml("parameter_passing_golden.yaml")145 def test_set_dependencies_none(self):146 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)147 couler.set_dependencies(lambda: job_b(message="B"), dependencies=["A"])148 couler.set_dependencies(lambda: job_c(message="C"), dependencies=None)149 pyaml.dump(couler.workflow_yaml())150 wf_tree = couler.workflow_yaml()151 tasks = wf_tree["spec"]["templates"][0]["dag"]["tasks"]152 assert_deps = {"A": None, "B": ["A"], "C": None}153 self.assertEqual(len(tasks), 3)154 for task in tasks:155 assert_dep = assert_deps[task["name"]]156 self.assertEqual(task.get("dependencies"), assert_dep)157 def test_set_depends_none(self):158 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)159 couler.set_dependencies(160 lambda: job_b(message="B"), dependencies="A.Succeeded"161 )162 couler.set_dependencies(lambda: job_c(message="C"), dependencies=None)163 content = pyaml.dump(couler.workflow_yaml())164 self.assertNotIn("dependencies", content)165 wf_tree = couler.workflow_yaml()166 tasks = wf_tree["spec"]["templates"][0]["dag"]["tasks"]167 assert_deps = {"A": None, "B": "A.Succeeded", "C": None}168 self.assertEqual(len(tasks), 3)169 for task in tasks:170 assert_dep = assert_deps[task["name"]]171 self.assertEqual(task.get("depends"), assert_dep)172 def test_raise(self):173 with self.assertRaises(ValueError):174 def some_raise():175 raise ValueError("test this")176 couler.set_exit_handler(couler.WFStatus.Failed, some_raise)177 couler._cleanup()178 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)179 content = pyaml.dump(couler.workflow_yaml())180 self.assertNotIn("onExit", content)181 def test_set_dependencies_none_with_exit_handler(self):182 couler.set_dependencies(lambda: job_a(message="A"), dependencies=None)183 couler.set_dependencies(lambda: job_b(message="B"), dependencies=["A"])184 def job_exit():185 return couler.run_container(186 image="docker/whalesay:latest",187 command=["cowsay"],188 step_name="C",189 )190 couler.set_exit_handler(couler.WFStatus.Failed, job_exit)191 content = pyaml.dump(couler.workflow_yaml())192 self.assertIn("{{workflow.status}} == Failed", content)193 # TODO: Provide new test case without `tf.train`.194 # def test_set_dependencies_for_job(self):195 #196 # def producer_two(step_name):197 # output_one = couler.create_parameter_artifact(path="/tmp/t1.txt")198 # output_two = couler.create_parameter_artifact(path="/tmp/t2.txt")199 # c1 = "echo -n A > %s" % output_one.path200 # c2 = "echo -n B > %s" % output_two.path201 # command = "%s && %s" % (c1, c2)202 # return couler.run_container(203 # image="docker/whalesay:latest",204 # args=command,205 # output=[output_one, output_two],206 # command=["bash", "-c"],207 # step_name=step_name,208 # )209 #210 # def train_1(step_name):211 # tf.train(212 # num_ps=2,213 # num_workers=3,214 # image="tensorflow:1.13",215 # command="python tf.py",216 # clean_pod_policy="Running",217 # step_name=step_name,218 # )219 #220 # def train_2(step_name):221 # tf.train(222 # num_ps=2,223 # num_workers=3,224 # image="tensorflow:1.13",225 # command="python tf.py",226 # clean_pod_policy="Running",227 # step_name=step_name,228 # )229 #230 # couler.set_dependencies(231 # lambda: producer_two(step_name="A"), dependencies=None232 # )233 # couler.set_dependencies(234 # lambda: train_1(step_name="B"), dependencies=["A"]235 # )236 # couler.set_dependencies(237 # lambda: train_2(step_name="C"), dependencies=["B"]...
dag-diamond-steps.py
Source:dag-diamond-steps.py
...63 for x in listNum:64 newList.append(message+str(x))65 return newList66def diamond():67 couler.set_dependencies(lambda: job_x(message="X1"), dependencies=None)68 couler.set_dependencies(lambda: job_a(message="A1"), dependencies=["X1"])69 couler.set_dependencies(lambda: job_a(message="A2"), dependencies=["X1"])70 couler.set_dependencies(lambda: job_a(message="A3"), dependencies=["X1"])71 dep1 = listCreation(message="A")72 couler.set_dependencies(lambda: job_x(message="X2"), dependencies=dep1)73 couler.set_dependencies(lambda: job_x(message="X3"), dependencies=["X2"])74 couler.set_dependencies(lambda: job_x(message="X4"), dependencies=["X2"])75 couler.set_dependencies(lambda: job_b(message="B1"), dependencies=["X3"])76 couler.set_dependencies(lambda: job_b(message="B2"), dependencies=["X3"])77 couler.set_dependencies(lambda: job_b(message="B3"), dependencies=["X3"])78 dep2 = listCreation(message="B")79 couler.set_dependencies(lambda: job_x(message="X5"), dependencies=dep2)80 couler.set_dependencies(lambda: job_c(message="C1"), dependencies=["X4"])81 couler.set_dependencies(lambda: job_c(message="C2"), dependencies=["X4"])82 couler.set_dependencies(lambda: job_c(message="C3"), dependencies=["X4"])83 dep3 = listCreation(message="C")84 couler.set_dependencies(lambda: job_b(message="X6"), dependencies=dep3)85 couler.set_dependencies(lambda: job_b(message="X7"),86 dependencies=["X6", "X5"])87 couler.set_dependencies(lambda: job_d(message="D1"), dependencies=["X7"])88 couler.set_dependencies(lambda: job_d(message="D2"), dependencies=["X7"])89 couler.set_dependencies(lambda: job_d(message="D3"), dependencies=["X7"])90 dep4 = listCreation(message="D")91 couler.set_dependencies(lambda: job_d(message="X8"), dependencies=dep4)92diamond()93submitter = ArgoSubmitter(namespace="argo")...
flow.py
Source:flow.py
...14# CREATE FLOW/ETL PIPELINE.15flow = Flow('ETL Pipeline')16# 1) POPULATE STAGING TABLES.17# AIRBNB LISTINGS CALENDAR DATA.18flow.set_dependencies(19 task=drop_calendar_staging_table)20flow.set_dependencies(21 task=create_calendar_staging_table,22 upstream_tasks=[drop_calendar_staging_table])23flow.set_dependencies(24 task=load_calendar_data_into_staging_table,25 upstream_tasks=[create_calendar_staging_table])26# COVID JAPAN DATA.27flow.set_dependencies(28 task=drop_covid_staging_table)29flow.set_dependencies(30 task=create_covid_staging_table,31 upstream_tasks=[drop_covid_staging_table])32flow.set_dependencies(33 task=load_covid_data_into_staging_table,34 upstream_tasks=[create_covid_staging_table])35# 2) RUN STAGING TABLES QUALITY CHECKS.36flow.set_dependencies(37 task=run_quality_checks_for_staging_tables,38 upstream_tasks=[load_calendar_data_into_staging_table,39 load_covid_data_into_staging_table])40# 3) CREATE NEW TABLES FOR SOURCE-OF-TRUTH DB.41flow.set_dependencies(42 task=create_table_tokyo_covid_by_prefecture,43 upstream_tasks=[run_quality_checks_for_staging_tables])44flow.set_dependencies(45 task=create_table_tokyo_aggr_listings_availability,46 upstream_tasks=[run_quality_checks_for_staging_tables])47flow.set_dependencies(48 task=create_table_tokyo_listings_availability_and_covid_rates,49 upstream_tasks=[create_table_tokyo_covid_by_prefecture,...
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