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notebooks/Summarisation.ipynb

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+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "name": "Summarisation.ipynb",
+      "provenance": [],
+      "authorship_tag": "ABX9TyOitTe/P44ZGiLTVtPjOQvz",
+      "include_colab_link": true
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU"
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/gagan3012/T5-Summarization/blob/master/notebooks/Summarisation.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "DHzgmow9DZK7",
+        "outputId": "8ca1398e-4eef-41c9-d253-195f0fd356a5"
+      },
+      "source": [
+        "!git clone https://dagshub.com/gagan3012/summarization.git"
+      ],
+      "execution_count": 1,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "text": [
+            "Cloning into 'summarization'...\n",
+            "remote: Enumerating objects: 494, done.\u001b[K\n",
+            "remote: Counting objects: 100% (494/494), done.\u001b[K\n",
+            "remote: Compressing objects: 100% (488/488), done.\u001b[K\n",
+            "remote: Total 494 (delta 281), reused 0 (delta 0)\u001b[K\n",
+            "Receiving objects: 100% (494/494), 71.22 KiB | 588.00 KiB/s, done.\n",
+            "Resolving deltas: 100% (281/281), done.\n"
+          ],
+          "name": "stdout"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "a_gw9JaVEslh"
+      },
+      "source": [
+        "import os\n",
+        "os.chdir('/content/summarization')"
+      ],
+      "execution_count": 2,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "dcozx2lVFOd-",
+        "outputId": "7b4324b3-f5ae-497c-eea2-64b89b75e6e8"
+      },
+      "source": [
+        "!git pull"
+      ],
+      "execution_count": 3,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "text": [
+            "Already up to date.\n"
+          ],
+          "name": "stdout"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "fcJkF3ZtEyVm",
+        "outputId": "32956dfe-d46e-4d6d-91d0-afdbf660d4f1"
+      },
+      "source": [
+        "!make dirs"
+      ],
+      "execution_count": 4,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "text": [
+            "mkdir -p data/raw data/processed models\n"
+          ],
+          "name": "stdout"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "6jClm3fBE9XL",
+        "outputId": "6a68e85a-ea79-474c-9d11-3e6c907a4ae1"
+      },
+      "source": [
+        "!make requirements"
+      ],
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "text": [
+            "python -m pip install -U pip setuptools wheel\n",
+            "Requirement already satisfied: pip in /usr/local/lib/python3.7/dist-packages (21.1.3)\n",
+            "Collecting pip\n",
+            "  Downloading pip-21.2.1-py3-none-any.whl (1.6 MB)\n",
+            "\u001b[K     |████████████████████████████████| 1.6 MB 8.2 MB/s \n",
+            "\u001b[?25hRequirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (57.2.0)\n",
+            "Collecting setuptools\n",
+            "  Downloading setuptools-57.4.0-py3-none-any.whl (819 kB)\n",
+            "\u001b[K     |████████████████████████████████| 819 kB 58.0 MB/s \n",
+            "\u001b[?25hRequirement already satisfied: wheel in /usr/local/lib/python3.7/dist-packages (0.36.2)\n",
+            "Installing collected packages: setuptools, pip\n",
+            "  Attempting uninstall: setuptools\n",
+            "    Found existing installation: setuptools 57.2.0\n",
+            "    Uninstalling setuptools-57.2.0:\n",
+            "      Successfully uninstalled setuptools-57.2.0\n",
+            "  Attempting uninstall: pip\n",
+            "    Found existing installation: pip 21.1.3\n",
+            "    Uninstalling pip-21.1.3:\n",
+            "      Successfully uninstalled pip-21.1.3\n",
+            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+            "datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\u001b[0m\n",
+            "Successfully installed pip-21.2.1 setuptools-57.4.0\n",
+            "python -m pip install -r requirements.txt\n",
+            "\u001b[33mWARNING: Value for scheme.platlib does not match. Please report this to <https://github.com/pypa/pip/issues/10151>\n",
+            "distutils: /usr/local/lib/python3.7/dist-packages\n",
+            "sysconfig: /usr/lib/python3.7/site-packages\u001b[0m\n",
+            "\u001b[33mWARNING: Value for scheme.purelib does not match. Please report this to <https://github.com/pypa/pip/issues/10151>\n",
+            "distutils: /usr/local/lib/python3.7/dist-packages\n",
+            "sysconfig: /usr/lib/python3.7/site-packages\u001b[0m\n",
+            "\u001b[33mWARNING: Value for scheme.headers does not match. Please report this to <https://github.com/pypa/pip/issues/10151>\n",
+            "distutils: /usr/local/include/python3.7/UNKNOWN\n",
+            "sysconfig: /usr/include/python3.7m/UNKNOWN\u001b[0m\n",
+            "\u001b[33mWARNING: Value for scheme.scripts does not match. Please report this to <https://github.com/pypa/pip/issues/10151>\n",
+            "distutils: /usr/local/bin\n",
+            "sysconfig: /usr/bin\u001b[0m\n",
+            "\u001b[33mWARNING: Value for scheme.data does not match. Please report this to <https://github.com/pypa/pip/issues/10151>\n",
+            "distutils: /usr/local\n",
+            "sysconfig: /usr\u001b[0m\n",
+            "\u001b[33mWARNING: Additional context:\n",
+            "user = False\n",
+            "home = None\n",
+            "root = None\n",
+            "prefix = None\u001b[0m\n",
+            "Collecting numpy==1.21.1\n",
+            "  Downloading numpy-1.21.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.7 MB)\n",
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+            "\u001b[?25hCollecting datasets==1.10.2\n",
+            "  Downloading datasets-1.10.2-py3-none-any.whl (542 kB)\n",
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+            "  Downloading pytorch_lightning-1.3.5-py3-none-any.whl (808 kB)\n",
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+            "  Downloading rouge_score-0.0.4-py2.py3-none-any.whl (22 kB)\n",
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+            "Requirement already satisfied: packaging in /usr/local/lib/python3.7/dist-packages (from datasets==1.10.2->-r requirements.txt (line 2)) (21.0)\n",
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+            "Requirement already satisfied: setuptools>=34.0.0 in /usr/local/lib/python3.7/dist-packages (from dvc->-r requirements.txt (line 10)) (57.4.0)\n",
+            "Collecting pygit2>=1.5.0\n",
+            "  Downloading pygit2-1.6.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.6 MB)\n",
+            "\u001b[K     |████████████████████████████████| 4.6 MB 54.2 MB/s \n",
+            "\u001b[?25hCollecting flufl.lock<4,>=3.2\n",
+            "  Downloading flufl.lock-3.2.tar.gz (19 kB)\n",
+            "Requirement already satisfied: entrypoints in /usr/local/lib/python3.7/dist-packages (from mlflow->-r requirements.txt (line 11)) (0.3)\n",
+            "Requirement already satisfied: sqlparse>=0.3.1 in /usr/local/lib/python3.7/dist-packages (from mlflow->-r requirements.txt (line 11)) (0.4.1)\n",
+            "Collecting databricks-cli>=0.8.7\n",
+            "  Downloading databricks-cli-0.14.3.tar.gz (54 kB)\n",
+            "\u001b[K     |████████████████████████████████| 54 kB 4.0 MB/s \n",
+            "\u001b[?25hCollecting prometheus-flask-exporter\n",
+            "  Downloading prometheus_flask_exporter-0.18.2.tar.gz (22 kB)\n",
+            "Collecting gunicorn\n",
+            "  Downloading gunicorn-20.1.0-py3-none-any.whl (79 kB)\n",
+            "\u001b[K     |████████████████████████████████| 79 kB 10.0 MB/s \n",
+            "\u001b[?25hRequirement already satisfied: Flask in /usr/local/lib/python3.7/dist-packages (from mlflow->-r requirements.txt (line 11)) (1.1.4)\n",
+            "Collecting docker>=4.0.0\n",
+            "  Downloading docker-5.0.0-py2.py3-none-any.whl (146 kB)\n",
+            "\u001b[K     |████████████████████████████████| 146 kB 75.1 MB/s \n",
+            "\u001b[?25hRequirement already satisfied: cloudpickle in /usr/local/lib/python3.7/dist-packages (from mlflow->-r requirements.txt (line 11)) (1.3.0)\n",
+            "Collecting querystring-parser\n",
+            "  Downloading querystring_parser-1.2.4-py2.py3-none-any.whl (7.9 kB)\n",
+            "Requirement already satisfied: sqlalchemy in /usr/local/lib/python3.7/dist-packages (from mlflow->-r requirements.txt (line 11)) (1.4.20)\n",
+            "Collecting alembic<=1.4.1\n",
+            "  Downloading alembic-1.4.1.tar.gz (1.1 MB)\n",
+            "\u001b[K     |████████████████████████████████| 1.1 MB 54.1 MB/s \n"
+          ],
+          "name": "stdout"
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "bXKYITHyFBnz"
+      },
+      "source": [
+        "!make run"
+      ],
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "J0n8bj738wxb"
+      },
+      "source": [
+        ""
+      ],
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}