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fix: skip auto_ml tests in non us-east-2 canary tests #1155

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fix: skip auto_ml tests in non us-east-2 canary tests #1155

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4836fc9
fix: update with aws:master
chuyang-deng Dec 5, 2019
bb12ba4
update with aws:master
chuyang-deng Dec 7, 2019
8da106e
skip auto ml canary tests if region is not us-east-2
Dec 9, 2019
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16 changes: 8 additions & 8 deletions tests/integ/auto_ml_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -27,16 +27,16 @@

def create_auto_ml_job_if_not_exist(sagemaker_session):
auto_ml_job_name = "python-sdk-integ-test-base-job"
auto_ml = AutoML(
role=ROLE,
target_attribute_name=TARGET_ATTRIBUTE_NAME,
sagemaker_session=sagemaker_session,
max_candidates=3,
)

try:
auto_ml.describe_auto_ml_job(job_name=auto_ml_job_name)
sagemaker_session.describe_auto_ml_job(job_name=auto_ml_job_name)
except Exception as e: # noqa: F841
auto_ml = AutoML(
role=ROLE,
target_attribute_name=TARGET_ATTRIBUTE_NAME,
sagemaker_session=sagemaker_session,
max_candidates=3,
)
inputs = sagemaker_session.upload_data(path=TRAINING_DATA, key_prefix=PREFIX + "/input")
with timeout(minutes=AUTO_ML_DEFAULT_TIMEMOUT_MINUTES):
auto_ml.fit(inputs, job_name=auto_ml_job_name)
auto_ml.fit(inputs, job_name=auto_ml_job_name, wait=True)
24 changes: 12 additions & 12 deletions tests/integ/test_auto_ml.py
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,7 @@


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_fit(sagemaker_session):
Expand All @@ -81,7 +81,7 @@ def test_auto_ml_fit(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_fit_local_input(sagemaker_session):
Expand All @@ -98,7 +98,7 @@ def test_auto_ml_fit_local_input(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_input_object_fit(sagemaker_session):
Expand All @@ -115,7 +115,7 @@ def test_auto_ml_input_object_fit(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_fit_optional_args(sagemaker_session):
Expand Down Expand Up @@ -144,7 +144,7 @@ def test_auto_ml_fit_optional_args(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_invalid_target_attribute(sagemaker_session):
Expand All @@ -159,7 +159,7 @@ def test_auto_ml_invalid_target_attribute(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_auto_ml_describe_auto_ml_job(sagemaker_session):
Expand All @@ -179,7 +179,7 @@ def test_auto_ml_describe_auto_ml_job(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_list_candidates(sagemaker_session):
Expand All @@ -194,7 +194,7 @@ def test_list_candidates(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_best_candidate(sagemaker_session):
Expand All @@ -210,7 +210,7 @@ def test_best_candidate(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_deploy_best_candidate(sagemaker_session):
Expand Down Expand Up @@ -238,7 +238,7 @@ def test_deploy_best_candidate(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_candidate_estimator_default_rerun_and_deploy(sagemaker_session):
Expand Down Expand Up @@ -271,7 +271,7 @@ def test_candidate_estimator_default_rerun_and_deploy(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_candidate_estimator_rerun_with_optional_args(sagemaker_session):
Expand Down Expand Up @@ -304,7 +304,7 @@ def test_candidate_estimator_rerun_with_optional_args(sagemaker_session):


@pytest.mark.skipif(
tests.integ.test_region() in tests.integ.NO_AUTO_ML_REGIONS,
tests.integ.test_region() != "us-east-2",
reason="AutoML is not supported in the region yet.",
)
def test_candidate_estimator_get_steps(sagemaker_session):
Expand Down