create argo workflow template for autoad

Author: ppalmes

DockerizedAutoAD/run.sh

@@ -5,4 +5,6 @@ docker run -it --rm --platform=linux/amd64 automlad
 # julia --project -- ./main.jl -c low -t classification -f 3 -w 3 iris.csv
 # julia --project -- ./main.jl -c low -t anomalydetection iris.csv
 # podman run -it --rm --platform=linux/amd64 localhost/automlai -u http://spendor2.sl.cloud9.ibm.com:30412 iris.csv
-podman run -it --rm --platform=linux/amd64 localhost/automlad -u http://spendor3.sl.cloud9.ibm.com:30412 ../AutoAD/data/node_cpu_ratio_rate_5m_1d_1m.csv
+# podman run -it --rm --platform=linux/amd64 localhost/automlad -u http://spendor3.sl.cloud9.ibm.com:30412 ../AutoAD/data/node_cpu_ratio_rate_5m_1d_1m.csv
+# argo -n argo submit --from clusterworkflowtemplate/automlad-template -p votepercent=0.0 -p input=node_cpu_ratio_rate_5m_1d_1m.csv -p predictiontype=anomalydetection --watch --log
+# docker run -it --rm --platform=linux/amd64 -v ${HOME}/phome/julia/AutoMLPipeline.jl/AutoAD/data/:/data/ ppalmes/automlad:v2.0 -v 0.0 -u http://mlflow.isiath.duckdns.org:8082 /data/node_cpu_ratio_rate_5m_1d_1m.csv

argo-workflow/automlad-ensemble-template.yaml

@@ -0,0 +1,44 @@
+apiVersion: argoproj.io/v1alpha1
+kind: ClusterWorkflowTemplate
+metadata:
+  name: automlad-template
+spec:
+  entrypoint: run-automlad
+  arguments:
+    parameters:
+      - name: url
+        value: http://sunrise-mlflow-tracking.mlflow:5080
+      - name: predictiontype
+        value: anomalydetection
+      - name: input
+        value: node_cpu_ratio.csv
+      - name: outputloc
+        value: NONE
+      - name: votepercent
+        value: 0.0
+      - name: runid
+        value: NONE
+  templates:
+    - name: run-automlad
+      inputs:
+        parameters:
+          - name: url
+          - name: predictiontype
+          - name: input
+          - name: outputloc
+          - name: votepercent
+          - name: runid
+        artifacts:
+          - name: file
+            path: /inputfile
+            s3:
+              key: csv/
+      container:
+        image: ppalmes/automlad:v2.0
+        command:
+        args:
+          - "-u{{inputs.parameters.url}}"
+          - "-t{{inputs.parameters.predictiontype}}"
+          - "-v{{inputs.parameters.votepercent}}"
+          - "-o/outputfile"
+          - "/inputfile/{{inputs.parameters.input}}"