for_recurring_run.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "import kfp\n",
    "from kfp import dsl\n",
    "from kubernetes import client as k8s_client\n",
    "\n",
    "\n",
    "@dsl.pipeline(\n",
    "    name='storeImage',\n",
    "    description='Save fashion image'\n",
    ")\n",
    "def store_image():\n",
    "    \n",
    "    kubeflow_pvc = dsl.PipelineVolume(pvc=\"kubeflow-pvc\", name=\"kubeflow-pvc\")\n",
    "    \n",
    "    cop1 = dsl.ContainerOp(\n",
    "        name='StoreFashionMinst',\n",
    "        image='brightfly/store-fahsionm-image:latest',\n",
    "        command=['python', '/app/save_random_image_from_dataset.py'],\n",
    "        pvolumes={\"/mnt/data\" : kubeflow_pvc}\n",
    "    )\n",
    "\n",
    "if __name__ == '__main__':\n",
    "    # kfp.Client().create_run_from_pipeline_func(pipeline_func=store_image,\n",
    "    #                                          arguments={})\n",
    "    kfp.compiler.Compiler().compile(store_image, 'store_image.pipeline.tar.gz')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Error from server (Forbidden): persistentvolumeclaims is forbidden: User \"system:serviceaccount:dudaji:default-editor\" cannot list resource \"persistentvolumeclaims\" in API group \"\" in the namespace \"kube-public\"\n"
     ]
    }
   ],
   "source": [
    "!kubectl get pvc -n kube-public"
   ]
  }
 ],
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   "name": "python3"
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