profiler_test.ipynb

profiler_test.ipynb

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  "metadata": {
    "colab": {
      "name": "profiler_test.ipynb",
      "private_outputs": true,
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyMteLeP2LVeEOSTsw2E+7Yv",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/vinothpandian/01403012b89ffcfcf6d43a232c0b1735/profiler_test.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "WLdQkr8KQLuP"
      },
      "source": [
        "!pip install -q memory_profiler line_profiler"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GTHlbR3wQKFQ"
      },
      "source": [
        "%load_ext memory_profiler\n",
        "%load_ext line_profiler"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FcBAiWxhOcRw"
      },
      "source": [
        "%%file demo.py\n",
        "\n",
        "def imperative_pad(n):\n",
        "    arr = [0]\n",
        "    for i in range(1, n):\n",
        "        arr.insert(0, i)\n",
        "        arr.append(i)\n",
        "    return arr\n",
        "\n",
        "def declarative_pad(n):\n",
        "    arr = [0]\n",
        "    for i in range(1, n):\n",
        "        arr = [i, *arr, i]\n",
        "    return arr"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zw_wjd31x2VT"
      },
      "source": [
        "from demo import imperative_pad, declarative_pad"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "XH0bGXEVOs6K"
      },
      "source": [
        "%timeit imperative_pad(10000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gHR81uwbPFUN"
      },
      "source": [
        "%timeit declarative_pad(10000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "TQ35QowhPp73"
      },
      "source": [
        "%prun imperative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "IfIRk9-VP2bU"
      },
      "source": [
        "%prun declarative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "bnww_W83QYqd"
      },
      "source": [
        "%lprun -f imperative_pad imperative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "c-XN7M9uQYqe"
      },
      "source": [
        "%lprun -f declarative_pad declarative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "DytOvibbQfaG"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "gpx_eJDrRDgl"
      },
      "source": [
        "%memit imperative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nq8zScMERDgm"
      },
      "source": [
        "%memit declarative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NKnzzvgRRKQ0"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FEXWpj0yRS_B"
      },
      "source": [
        "%mprun -f imperative_pad imperative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "tp4rJL52RS_B"
      },
      "source": [
        "%mprun -f declarative_pad declarative_pad(1000)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "m3gGeyeRRZBu"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}