version: 1.1
kind: component
name: iris-classification
tags: ["streamlit", "app"]

inputs:
- name: uuid
  isOptional: true
  type: str

run:
  kind: service
  ports: [8501]
  rewritePath: true
  init:
  - git: {"url": "https://github.com/polyaxon/polyaxon-examples"}
  - artifacts: {"files": ["{{ uuid }}/assets/model/iris-model.joblib"]}
  container:
    image: polyaxon/polyaxon-contrib
    workingDir: "{{ globals.artifacts_path }}/polyaxon-examples/in_cluster/sklearn/iris"
    command: [streamlit, run, app.py]
    args: ["--", "--model-path={{ globals.artifacts_path }}/{{ uuid }}/assets/model/iris-model.joblib"]