Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

change: Update contents of key pipeline notebooks based on latest SDK update #3499

Merged
merged 2 commits into from
Jul 14, 2022
Merged

change: Update contents of key pipeline notebooks based on latest SDK update #3499

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
898d4de
change: Update contents of key pipeline notebooks based on latest SDK…
Jul 8, 2022
8e7deee
Add updated output notebooks
Jul 13, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
355 changes: 237 additions & 118 deletions ...ne_build_train_deploy/sagemaker-pipelines-preprocess-train-evaluate-batch-transform.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

2,827 changes: 884 additions & 1,943 deletions ..._train_deploy/sagemaker-pipelines-preprocess-train-evaluate-batch-transform_outputs.ipynb
View file
Open in desktop

Large diffs are not rendered by default.

42 changes: 21 additions & 21 deletions sagemaker-pipelines/tabular/lambda-step/iam_helper.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,42 +1,42 @@
import boto3
import json

iam = boto3.client('iam')
iam = boto3.client("iam")


def create_lambda_role(role_name):
try:
response = iam.create_role(
RoleName = role_name,
AssumeRolePolicyDocument = json.dumps({
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {
"Service": "lambda.amazonaws.com"
},
"Action": "sts:AssumeRole"
}
]
}),
Description='Role for Lambda to call SageMaker functions'
RoleName=role_name,
AssumeRolePolicyDocument=json.dumps(
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Principal": {"Service": "lambda.amazonaws.com"},
"Action": "sts:AssumeRole",
}
],
}
),
Description="Role for Lambda to call SageMaker functions",
)

role_arn = response['Role']['Arn']
role_arn = response["Role"]["Arn"]

response = iam.attach_role_policy(
RoleName=role_name,
PolicyArn='arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole'
PolicyArn="arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole",
)

response = iam.attach_role_policy(
PolicyArn='arn:aws:iam::aws:policy/AmazonSageMakerFullAccess',
RoleName=role_name
PolicyArn="arn:aws:iam::aws:policy/AmazonSageMakerFullAccess", RoleName=role_name
)

return role_arn

except iam.exceptions.EntityAlreadyExistsException:
print(f'Using ARN from existing role: {role_name}')
print(f"Using ARN from existing role: {role_name}")
response = iam.get_role(RoleName=role_name)
return response['Role']['Arn']
return response["Role"]["Arn"]
Loading