kubectl create namespace seldon-system
helm upgrade --install seldon-core seldon-core-operator \
--version 1.15.1 \
--repo https://storage.googleapis.com/seldon-charts \
--set usageMetrics.enabled=true \
--namespace seldon-system \
--set istio.enabled=trueCreate another namespace for all of our seldon deployments
kubectl create ns seldonDeploy your first iris model using the following commands
kubectl apply -f deployments/quickstart.yamlPort-forward to access the service locally via istio ingress
kubectl port-forward svc/istio-ingressgateway 8000:80 -n istio-systemOpen Swagger UI at the following address or this, and paste the following request body to enjoy the result.
{"data": {"ndarray": [[1,2,3,4]]}}Source2Image (s2i) is a tool which is used by Redhat to automatically create docker images from source code.
Install s2i following this link
Build a custom image as follows. Please refer to this documentation if you want to understand more about this magic.
s2i build . seldonio/seldon-core-s2i-python3:1.17.1 fullstackdatascience/intrusion_detection:0.1Feel free to replace fullstackdatascience/intrusion_detection:0.1 by your own image.
Along with testing APIs by Swagger UI, you can use cURL similar to this. Please update your corresponding cookie.
curl 'http://localhost:8000/seldon/seldon/iris-model/api/v1.0/predictions' \
-H 'Content-Type: application/json' \
-H 'Cookie: authservice_session=MTY5OTIzMzE3NHxOd3dBTkZGS1ZsVlhTMGcyV2tOTlNEZERXVXRPVEVaSlZ6ZFNRa0ZKUWpaRVdrOVFSekpLUjBvelZFUlVNazlQV2xSRE0wUktVRkU9fECnA2G0l8e4Suv04Og8lnq1AqT113VuI23RFeq4wHmF' \
--data-raw '{"data":{"ndarray":[[5.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 255.0, 250.0, 0.98, 0.01, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]]}}'Install Knative Eventing version 0.24.4. From version 0.25, it requires minimum version of Kubernetes is 1.20.
kubectl apply -f https://github.com/knative/eventing/releases/download/v0.24.4/eventing-crds.yaml
kubectl apply -f https://github.com/knative/eventing/releases/download/v0.24.4/eventing-core.yaml
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent