colab_environment_setup.ipynb

{
  "cells": [
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "colab_type": "text",
        "id": "view-in-github"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/hits-sdo/hits-sdo-similaritysearch/blob/initialization/colab_environment_setup.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "XSmPQhQA8cPS"
      },
      "source": [
        "# Notebook to Intialize HITS-SDO self-similarity search environment\n",
        "- Run all cells to initalize environment, and restart runtime if prompted to use updated versions. You will need to rerun the cells again to ensure that all dependencies have been installed."
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "dqLSpbNoO1po"
      },
      "source": [
        "# Download and Unzip Data"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "erAMHVo9NS7U",
        "outputId": "171c2cc0-db16-4b73-8c7f-58fb0338be41"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=15C5spf1la7L09kvWXll2qt67Ec0rwLsY\n",
            "To: /content/aia_171_color_1perMonth.tar.gz\n",
            "100% 146M/146M [00:02<00:00, 58.3MB/s]\n"
          ]
        }
      ],
      "source": [
        "# Download Data - Uncomment the one you want\n",
        "\n",
        "# 171 with false yellow colors - https://drive.google.com/file/d/15C5spf1la7L09kvWXll2qt67Ec0rwLsY/view?usp=drive_link\n",
        "# !gdown 15C5spf1la7L09kvWXll2qt67Ec0rwLsY\n",
        "\n",
        "\n",
        "# 171 grayscale - https://drive.google.com/file/d/16WD0td1f5gx4yIIDkWWSTb-oZcezI1CU/view?usp=drive_link\n",
        "# !gdown 16WD0td1f5gx4yIIDkWWSTb-oZcezI1CU\n",
        "\n",
        "\n",
        "# Multiwavelength r:211 g:193 b:171 https://drive.google.com/file/d/1DMIatOmA4XcoWeW0oAUkZujx8YrhLkpY/view?usp=sharing\n",
        "# !gdown 1DMIatOmA4XcoWeW0oAUkZujx8YrhLkpY\n",
        "# Multiwavelength r:211 g:193 b:171active cycle extension https://drive.google.com/file/d/1-BPQpdQWNwZzoVpg3lQ143cr3_UPE36M/view?usp=sharing\n",
        "# !gdown 1-BPQpdQWNwZzoVpg3lQ143cr3_UPE36M\n",
        "\n",
        "# Multiwavelength r:304 g:211 b:171 https://drive.google.com/file/d/1Pts431S-fdSfJJ6pt79-fkNYazXqO9O7/view?usp=sharing\n",
        "!gdown 1Pts431S-fdSfJJ6pt79-fkNYazXqO9O7\n",
        "# Multiwavelength r:304 g:211 b:171 active cycle extension https://drive.google.com/file/d/1Sbbgi6HzJkuCTUF8tJTLeddpGIjGXTcj/view?usp=sharing\n",
        "# !gdown 1Sbbgi6HzJkuCTUF8tJTLeddpGIjGXTcj\n",
        "\n",
        "\n",
        "# Multiwavelength r:335 g:193 b:94 https://drive.google.com/file/d/1v0IYSzwiQcHPcnSsTAeU7bI8c4310b35/view?usp=sharing\n",
        "# !gdown 1v0IYSzwiQcHPcnSsTAeU7bI8c4310b35\n",
        "# Multiwavelength r:335 g:193 b:94 active cycle extension https://drive.google.com/file/d/1uSt8BzpVj5GgM9SwSsDcQMEE4lv1uTJo/view?usp=sharing\n",
        "# !gdown 1uSt8BzpVj5GgM9SwSsDcQMEE4lv1uTJo"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "id": "IJYUU6FAOJeM"
      },
      "outputs": [],
      "source": [
        "# Unzip file make them match the cell above\n",
        "\n",
        "# 171 with false yellow colors\n",
        "# !tar -zxf aia_171_color_1perMonth.tar.gz\n",
        "\n",
        "\n",
        "# 171 grayscale\n",
        "# !tar -zxf AIA171_Miniset_BW.tar.gz\n",
        "\n",
        "\n",
        "# Multiwavelength r:211 g:193 b:171\n",
        "# !tar -zxf AIA211_193_171_Miniset.tar.gz\n",
        "# Multiwavelength r:211 g:193 b:171active cycle extension\n",
        "# !tar -zxf AIA211_193_171_Miniset_ext.tar.gz\n",
        "\n",
        "\n",
        "# Multiwavelength r:304 g:211 b:171\n",
        "!tar -zxf AIA304_211_171_Miniset.tar.gz\n",
        "# Multiwavelength r:304 g:211 b:171 active cycle extension\n",
        "# !tar -zxf AIA304_211_171_Miniset_ext.tar.gz\n",
        "\n",
        "\n",
        "# Multiwavelength r:335 g:193 b:94\n",
        "# !tar -zxf AIA335_193_94_Miniset.tar.gz\n",
        "# Multiwavelength r:335 g:193 b:94 active cycle extension\n",
        "# !tar -zxf AIA335_193_94_Miniset_ext.tar.gz"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FYwjORgaP2yY",
        "outputId": "3eb503d2-229d-43e9-f765-d182a4bbe119"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
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            "40K\taia_171_color_1perMonth/./20201205_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20201205_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20201205_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20200628_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
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            "3.2M\taia_171_color_1perMonth/./20200628_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120505_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
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            "3.2M\taia_171_color_1perMonth/./20120505_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180826_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
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            "3.2M\taia_171_color_1perMonth/./20221109_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20221109_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110212_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110212_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110212_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160921_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160921_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160921_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190712_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190712_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190712_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180725_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180725_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180725_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20191016_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20191016_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20191016_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210207_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210207_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210207_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20151005_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20151005_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20151005_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20200425_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20200425_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20200425_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160109_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160109_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160109_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20211224_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20211224_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20211224_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190914_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190914_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190914_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150122_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150122_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150122_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20121215_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20121215_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20121215_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120809_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20120809_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20120809_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180927_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180927_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180927_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20101007_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20101007_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20101007_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150530_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150530_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150530_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20191117_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20191117_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20191117_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110924_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110924_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110924_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20130929_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20130929_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20130929_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210106_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210106_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210106_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190610_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190610_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190610_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20200324_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20200324_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20200324_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20100905_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20100905_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20100905_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20191219_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20191219_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20191219_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210615_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210615_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210615_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180522_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180522_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180522_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20211122_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20211122_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20211122_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20220125_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20220125_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20220125_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210412_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210412_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210412_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20130524_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20130524_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20130524_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20220501_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20220501_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20220501_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170908_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170908_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170908_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20220330_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20220330_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20220330_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160210_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160210_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160210_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20130422_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20130422_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20130422_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210514_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210514_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210514_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20220906_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20220906_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20220906_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180420_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180420_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180420_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170401_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170401_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170401_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190202_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190202_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190202_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20111229_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20111229_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20111229_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210311_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210311_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210311_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110316_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110316_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110316_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110519_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110519_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110519_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160617_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160617_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160617_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120403_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20120403_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20120403_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190407_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190407_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190407_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180114_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180114_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180114_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110417_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110417_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110417_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160820_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160820_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160820_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20100804_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20100804_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20100804_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180319_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180319_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180319_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210919_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210919_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210919_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20220704_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20220704_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20220704_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170503_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170503_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170503_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190509_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190509_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190509_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20181130_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20181130_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20181130_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20121012_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20121012_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20121012_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180623_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180623_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180623_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20230317_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20230317_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20230317_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20161023_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20161023_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20161023_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170604_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170604_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170604_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170706_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170706_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170706_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190306_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190306_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190306_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20111127_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20111127_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20111127_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20130321_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20130321_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20130321_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120130_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20120130_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20120130_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20230213_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20230213_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20230213_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20200221_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20200221_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20200221_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150327_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150327_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150327_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20190101_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20190101_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20190101_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110111_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110111_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110111_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160516_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160516_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160516_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20100601_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20100601_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20100601_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120910_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20120910_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20120910_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210818_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210818_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210818_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20221008_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20221008_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20221008_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150223_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150223_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150223_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110722_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110722_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110722_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20210717_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20210717_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20210717_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150903_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150903_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150903_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20120302_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20120302_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20120302_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20171111_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20171111_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20171111_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20160719_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20160719_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20160719_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20100703_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20100703_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20100703_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20181029_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20181029_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20181029_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20180215_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20180215_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20180215_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20110620_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20110620_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20110620_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20170228_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20170228_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20170228_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20111026_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20111026_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20111026_000036_aia.lev1_euv_12s_4k\n",
            "40K\taia_171_color_1perMonth/./20150802_000036_aia.lev1_euv_12s_4k/tile_meta_data\n",
            "3.2M\taia_171_color_1perMonth/./20150802_000036_aia.lev1_euv_12s_4k/tiles\n",
            "3.2M\taia_171_color_1perMonth/./20150802_000036_aia.lev1_euv_12s_4k\n",
            "426M\taia_171_color_1perMonth/.\n"
          ]
        }
      ],
      "source": [
        "# Print some files to see that they exist - match cells above\n",
        "\n",
        "# 171 with false yellow colors\n",
        "# !du aia_171_color_1perMonth/. -l -h\n",
        "\n",
        "# 171 grayscale\n",
        "# !du AIA171_Miniset_BW/. -l -h\n",
        "\n",
        "# Multiwavelength r:211 g:193 b:171\n",
        "# !du AIA211_193_171_Miniset/. -l -h\n",
        "\n",
        "# Multiwavelength r:304 g:211 b:171\n",
        "!du AIA304_211_171_Miniset/. -l -h\n",
        "\n",
        "# Multiwavelength r:335 g:193 b:94\n",
        "# !du AIA335_193_94_Miniset/. -l -h"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "3gNxeWeSQRUp"
      },
      "source": [
        "# Clone repository"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "blhqiMyQ8f8c",
        "outputId": "1a0daa8e-ec12-4c10-bf86-bf457d6d2291"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "fatal: destination path 'hits-sdo-similaritysearch' already exists and is not an empty directory.\n"
          ]
        }
      ],
      "source": [
        "# Clone the repository from GitHub\n",
        "!git clone https://github.com/hits-sdo/hits-sdo-similaritysearch"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "M1gZD1xt-uoz",
        "outputId": "74e375e1-fd24-45df-ca3b-ac63143a901b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/hits-sdo-similaritysearch\n"
          ]
        }
      ],
      "source": [
        "%cd hits-sdo-similaritysearch/"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "VZQt3zDtQf1G"
      },
      "source": [
        "# Switch to Desired Branch"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "h_Lr1XLG931E",
        "outputId": "17a9070c-2e69-4fca-a6fd-fa8a3d47d2d2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Switched to branch 'main'\n",
            "Your branch is up to date with 'origin/main'.\n"
          ]
        }
      ],
      "source": [
        "# Switch to the desired branch with requirements.txt\n",
        "!git checkout main"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-AWACo_j-emk",
        "outputId": "3772ba58-ff78-48dd-eafa-94d623179358"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[33m7135c8a\u001b[m\u001b[33m (\u001b[m\u001b[1;36mHEAD -> \u001b[m\u001b[1;32minitialization\u001b[m\u001b[33m, \u001b[m\u001b[1;31morigin/initialization\u001b[m\u001b[33m)\u001b[m replaced 'search-utils' with 'search_utils'\n",
            "\u001b[33m8c2014c\u001b[m replaced '-' with '_' in module names\n",
            "\u001b[33m97a1002\u001b[m added search_utils to sys.path\n",
            "\u001b[33mdd9c215\u001b[m added search-utils to sys.path\n",
            "\u001b[33m0702056\u001b[m renamed folder module utils to search-utils\n",
            "\u001b[33m68990e6\u001b[m renamed folder module utils to search-utils\n",
            "\u001b[33m23f7e1e\u001b[m renamed folder module utils to search-utils\n",
            "\u001b[33mcae0aef\u001b[m renamed folder module utils to search-utils\n",
            "\u001b[33m341a9e8\u001b[m two augmentations from same source image Co-authored-by: Jasper <jasperdoan@users.noreply.github.com> Co-authored-by: max9001 <max9001@users.noreply.github.com> Co-authored-by: Matin Qurbanzadeh <MatinQurban@users.noreply.github.com> Co-authored-by: ThomasP677 <ThomasP677@users.noreply.github.com> Co-authored-by: Cameron Wolff <camwolff02@users.noreply.github.com> Co-authored-by: agomez225 <agomez225@users.noreply.github.com>\n",
            "\u001b[33m290033d\u001b[m two different augmentations from same source image\n",
            "\u001b[33m49b7753\u001b[m Merge branch 'initialization' of https://github.com/hits-sdo/hits-sdo-similaritysearch into initialization\n",
            "\u001b[33m1561b9f\u001b[m Removed unnecessary commits in notebook\n",
            "\u001b[33m4c65ec8\u001b[m Merge branch 'initialization' of https://github.com/hits-sdo/hits-sdo-similaritysearch into initialization\n",
            "\u001b[33m90e272f\u001b[m corrected bug in file length calculation\n",
            "\u001b[33md357801\u001b[m converted utils folder to module\n",
            "\u001b[33m4c97358\u001b[m moved to utils folder\n",
            "\u001b[33m3d9abed\u001b[m Wrote the setup for dependencies in requirements.txt\n",
            "\u001b[33m060fc49\u001b[m Merge branch 'initialization' of https://github.com/hits-sdo/hits-sdo-similaritysearch into initialization\n",
            "\u001b[33m2c267cd\u001b[m added image reader and super image generator\n",
            "\u001b[33mb523fa6\u001b[m Merge branch 'initialization' of https://github.com/hits-sdo/hits-sdo-similaritysearch into initialization\n",
            "\u001b[33mc88d5fe\u001b[m Add intialization Notebook\n",
            "\u001b[33mb07d5d7\u001b[m added notebook to demonstrate the entire experiment\n",
            "\u001b[33m86e9956\u001b[m added pickle files of monochrome AIA171 tiles\n",
            "\u001b[33m2703ad8\u001b[m added opencv and matplotlib\n",
            "\u001b[33m0232721\u001b[m added opencv and matplotlib\n",
            "\u001b[33m87cda42\u001b[m Add conda environment and pip requirement files\n",
            "\u001b[33m25d2b32\u001b[m convert folders to modules\n",
            "\u001b[33m3fcfe3a\u001b[m convert simsiam folder to module\n",
            "\u001b[33m753e232\u001b[m\u001b[33m (\u001b[m\u001b[1;31morigin/main\u001b[m\u001b[33m, \u001b[m\u001b[1;31morigin/HEAD\u001b[m\u001b[33m, \u001b[m\u001b[1;32mmain\u001b[m\u001b[33m)\u001b[m Add augmentation dictionary file\n",
            "\u001b[33m5244ae1\u001b[m Initial commit\n"
          ]
        }
      ],
      "source": [
        "# Confirm that branch is up to date\n",
        "!git log --oneline"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "r65HUQl7QoSM"
      },
      "source": [
        "# Install all necesary packages into environment"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "g3AWVW-w9RSV",
        "outputId": "64ec926e-0f45-4099-9b1a-d21298d9d2d2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting git+https://github.com/hits-sdo/hits-sdo-packager.git@pip_nodata (from -r requirements.txt (line 11))\n",
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            "  Resolved https://github.com/hits-sdo/hits-sdo-packager.git to commit 187f561dec0ac179434fc78b7422436282f815ac\n",
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            "\u001b[?25hCollecting async-timeout<5.0,>=4.0.0a3 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec<2024.0,>=2022.5.0->lightning->-r requirements.txt (line 6))\n",
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            "Collecting yarl<2.0,>=1.0 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec<2024.0,>=2022.5.0->lightning->-r requirements.txt (line 6))\n",
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            "\u001b[?25hCollecting frozenlist>=1.1.1 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec<2024.0,>=2022.5.0->lightning->-r requirements.txt (line 6))\n",
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            "\u001b[?25hCollecting aiosignal>=1.1.2 (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec<2024.0,>=2022.5.0->lightning->-r requirements.txt (line 6))\n",
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            "Building wheels for collected packages: hits-sdo-packager, antlr4-python3-runtime, pathtools\n",
            "  Building wheel for hits-sdo-packager (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for hits-sdo-packager: filename=hits_sdo_packager-0.1.0-py3-none-any.whl size=11098 sha256=7990c23a25659ddc488aa997dbe4a0b36c91ec609e5084466389b6c4c132306b\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-4vn1htv8/wheels/2e/eb/6a/bd29fa0f13c312509ef59785fdf5297327b72cf53190878e91\n",
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            "  Created wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.9.3-py3-none-any.whl size=144554 sha256=a1f2cc0d49bef1364127f7d74d562b2d99aefbca3d9b95b92bc9eae80262080a\n",
            "  Stored in directory: /root/.cache/pip/wheels/12/93/dd/1f6a127edc45659556564c5730f6d4e300888f4bca2d4c5a88\n",
            "  Building wheel for pathtools (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pathtools: filename=pathtools-0.1.2-py3-none-any.whl size=8791 sha256=b954ace639604c4997798d956109eb01ab24e9a036b08de78fce61908c717ed8\n",
            "  Stored in directory: /root/.cache/pip/wheels/e7/f3/22/152153d6eb222ee7a56ff8617d80ee5207207a8c00a7aab794\n",
            "Successfully built hits-sdo-packager antlr4-python3-runtime pathtools\n",
            "Installing collected packages: python-editor, pathtools, antlr4-python3-runtime, websockets, smmap, setproctitle, sentry-sdk, readchar, python-multipart, pyjwt, ordered-set, omegaconf, multidict, lightning-utilities, lightly-utils, hits-sdo-packager, h11, frozenlist, docker-pycreds, blessed, async-timeout, aioftp, yarl, uvicorn, starlette, inquirer, hydra-core, gitdb, deepdiff, dateutils, croniter, arrow, aiosignal, starsessions, GitPython, fastapi, aiohttp, wandb, parfive, lightning-cloud, sunpy, torchmetrics, pytorch-lightning, lightning, lightly\n",
            "Successfully installed GitPython-3.1.31 aioftp-0.21.4 aiohttp-3.8.4 aiosignal-1.3.1 antlr4-python3-runtime-4.9.3 arrow-1.2.3 async-timeout-4.0.2 blessed-1.20.0 croniter-1.3.14 dateutils-0.6.12 deepdiff-6.3.0 docker-pycreds-0.4.0 fastapi-0.88.0 frozenlist-1.3.3 gitdb-4.0.10 h11-0.14.0 hits-sdo-packager-0.1.0 hydra-core-1.3.2 inquirer-3.1.3 lightly-1.4.5 lightly-utils-0.0.2 lightning-2.0.2 lightning-cloud-0.5.35 lightning-utilities-0.8.0 multidict-6.0.4 omegaconf-2.3.0 ordered-set-4.1.0 parfive-2.0.2 pathtools-0.1.2 pyjwt-2.7.0 python-editor-1.0.4 python-multipart-0.0.6 pytorch-lightning-2.0.2 readchar-4.0.5 sentry-sdk-1.22.2 setproctitle-1.3.2 smmap-5.0.0 starlette-0.22.0 starsessions-1.3.0 sunpy-4.1.5 torchmetrics-0.11.4 uvicorn-0.22.0 wandb-0.15.2 websockets-11.0.3 yarl-1.9.2\n"
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                  "pydevd_plugins"
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          "metadata": {},
          "output_type": "display_data"
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      ],
      "source": [
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      "cell_type": "markdown",
      "metadata": {
        "id": "crdRC8Iv8cPU"
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      "source": []
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  ],
  "metadata": {
    "colab": {
      "include_colab_link": true,
      "provenance": []
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    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
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    "language_info": {
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  "nbformat": 4,
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}