in src/sagemaker_core/main/code_injection/base.py [0:0]
def __init__(self, session=None, region=None):
aws_access_key_id = os.getenv("AWS_ACCESS_KEY_ID")
aws_secret_access_key = os.getenv("AWS_SECRET_ACCESS_KEY")
aws_session_token = os.getenv("AWS_SESSION_TOKEN")
profile_name = os.getenv("AWS_PROFILE")
if session is None:
if all([aws_access_key_id, aws_secret_access_key, aws_session_token]):
self.session = boto3.Session(
aws_access_key_id=aws_access_key_id,
aws_secret_access_key=aws_secret_access_key,
aws_session_token=aws_session_token,
)
elif profile_name:
self.session = boto3.Session(profile_name=profile_name)
else:
self.session = boto3.Session()
self.region = region if region else os.getenv("AWS_REGION")
# Create a custom config with the user agent
custom_config = Config(region_name=self.region, user_agent_extra="SageMakerSDK/3.0")
self.client = self.session.client("sagemaker", config=custom_config)