{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download the pipeline source\n",
    "!wget https://github.com/arrikto/kubeflow-examples/raw/kubecon-demo/taxi-cab-on-prem/taxi-cab-pipeline-snap.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Bring in the data\n",
    "!git clone -b 0.1.25 https://github.com/kubeflow/pipelines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Move the data into our data volume\n",
    "!cp -av pipelines/samples/tfx/taxi-cab-classification ~/data/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Verify data existence\n",
    "!find ~/data && ls -la ~/data/taxi-cab-classification/train.csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Compile the pipeline\n",
    "!dsl-compile --py taxi-cab-pipeline-snap.py \\\n",
    "             --output taxi-cab-pipeline.tar.gz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Verify output\n",
    "!tar tzvf taxi-cab-pipeline.tar.gz"
   ]
  }
 ],
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   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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