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5 changes: 5 additions & 0 deletions centml/sdk/api.py
Original file line number Diff line number Diff line change
Expand Up @@ -78,6 +78,11 @@ def get_cluster_id(self, hardware_instance_id):

return filtered_hw[0].cluster_id

def get_user_vault(self, type):
items = self._api.get_all_user_vault_items_endpoint_user_vault_get(type).results

return {i.key: i.value for i in items}


@contextmanager
def get_centml_client():
Expand Down
36 changes: 36 additions & 0 deletions examples/sdk/create_inference.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
import centml
from centml.sdk.api import get_centml_client
from centml.sdk import DeploymentType, CreateInferenceDeploymentRequest, UserVaultType


def main():
with get_centml_client() as cclient:
certs = cclient.get_user_vault(UserVaultType.CERTIFICATES)

request = CreateInferenceDeploymentRequest(
name="nginx",
cluster_id=1000,
hardware_instance_id=1000,
image_url="nginxinc/nginx-unprivileged",
port=8080,
min_scale=1,
max_scale=1,
endpoint_certificate_authority=certs["my_cert"],
)
response = cclient.create_inference(request)
print("Create deployment response: ", response)

### Get deployment details
deployment = cclient.get_inference(response.id)
print("Deployment details: ", deployment)

'''
### Pause the deployment
cclient.pause(deployment.id)

### Delete the deployment
cclient.delete(deployment.id)
'''

if __name__ == "__main__":
main()
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