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list only active endpoints #25

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list only active endpoints #25

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2 changes: 1 addition & 1 deletion src/main.py
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Original file line number Diff line number Diff line change
Expand Up @@ -40,7 +40,7 @@ def main(args, loglevel):
instance_thread.start()

while True:
active_endpoints = list_sagemaker_endpoints()
active_endpoints = list_sagemaker_endpoints(onlyActive=True)
questions = [
inquirer.List(
'action',
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6 changes: 4 additions & 2 deletions src/sagemaker/resources.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@
from typing import List, Tuple, Dict, Optional


def list_sagemaker_endpoints(filter_str: str = None) -> List[str]:
def list_sagemaker_endpoints(filter_str: str = None, onlyActive: bool = False) -> List[str]:
sagemaker_client = boto3.client('sagemaker')

endpoints = sagemaker_client.list_endpoints()['Endpoints']
Expand All @@ -17,12 +17,14 @@ def list_sagemaker_endpoints(filter_str: str = None) -> List[str]:
x['EndpointName'], endpoints))

for endpoint in endpoints:
# The 'InService' state indicates that the endpoint is ready to accept requests.
if onlyActive and ('EndpointStatus' not in endpoint or endpoint['EndpointStatus'] != 'InService'):
continue
endpoint_config = sagemaker_client.describe_endpoint_config(
EndpointConfigName=endpoint['EndpointName'])['ProductionVariants'][0]
endpoint['InstanceType'] = endpoint_config['InstanceType']
return endpoints


def get_sagemaker_endpoint(endpoint_name: str) -> Optional[Dict[str, Optional[Dict]]]:
endpoints = list_sagemaker_endpoints(endpoint_name)
if not endpoints:
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