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fix: add describe_transform_job in session class #1507

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Merged
merged 11 commits into from
May 19, 2020
Merged

fix: add describe_transform_job in session class #1507

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1c9dd16
update with aws/master
chuyang-deng May 15, 2020
aa349fd
upate with aws master
chuyang-deng May 18, 2020
0dddf8c
fix: add describe_transform_job in session class
May 18, 2020
4eadf75
Merge branch 'master' into describe-transform
chuyang-deng May 18, 2020
d8b065b
update integ test
May 19, 2020
6b496ca
Merge branch 'describe-transform' of github.com:ChuyangDeng/sagemaker…
May 19, 2020
14e7a34
fix black-format error
May 19, 2020
fb0c0f7
Merge branch 'master' into describe-transform
chuyang-deng May 19, 2020
2fe1000
directly return api call
May 19, 2020
6672807
Merge branch 'describe-transform' of github.com:ChuyangDeng/sagemaker…
May 19, 2020
a08c9f5
Merge branch 'master' into describe-transform
chuyang-deng May 19, 2020
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12 changes: 12 additions & 0 deletions src/sagemaker/session.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2573,6 +2573,18 @@ def wait_for_tuning_job(self, job, poll=5):
self._check_job_status(job, desc, "HyperParameterTuningJobStatus")
return desc

def describe_transform_job(self, job_name):
"""Calls the DescribeTransformJob API for the given job name
and returns the response.

Args:
job_name (str): The name of the transform job to describe.

Returns:
dict: A dictionary response with the transform job description.
"""
return self.sagemaker_client.describe_transform_job(TransformJobName=job_name)

def wait_for_transform_job(self, job, poll=5):
"""Wait for an Amazon SageMaker transform job to complete.

Expand Down
12 changes: 5 additions & 7 deletions tests/integ/test_transformer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -97,8 +97,8 @@ def test_transform_mxnet(
):
transformer.wait()

job_desc = transformer.sagemaker_session.sagemaker_client.describe_transform_job(
TransformJobName=transformer.latest_transform_job.name
job_desc = transformer.sagemaker_session.describe_transform_job(
job_name=transformer.latest_transform_job.name
)
assert kms_key_arn == job_desc["TransformResources"]["VolumeKmsKeyId"]
assert output_filter == job_desc["DataProcessing"]["OutputFilter"]
Expand Down Expand Up @@ -323,8 +323,8 @@ def test_stop_transform_job(mxnet_estimator, mxnet_transform_input, cpu_instance

transformer.stop_transform_job()

desc = transformer.latest_transform_job.sagemaker_session.sagemaker_client.describe_transform_job(
TransformJobName=latest_transform_job_name
desc = transformer.latest_transform_job.sagemaker_session.describe_transform_job(
job_name=latest_transform_job_name
)
assert desc["TransformJobStatus"] == "Stopped"

Expand Down Expand Up @@ -393,9 +393,7 @@ def test_transform_tf_kms_network_isolation(sagemaker_session, cpu_instance_type
)
assert model_desc["EnableNetworkIsolation"]

job_desc = sagemaker_session.sagemaker_client.describe_transform_job(
TransformJobName=job_name
)
job_desc = sagemaker_session.describe_transform_job(job_name=job_name)
assert job_desc["TransformOutput"]["S3OutputPath"] == output_path
assert job_desc["TransformOutput"]["KmsKeyId"] == kms_key
assert job_desc["TransformResources"]["VolumeKmsKeyId"] == kms_key
Expand Down