notebooks/IBDColEpi-load-dataset-example.ipynb

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            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
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            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
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            "align_self": null,
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            "grid_auto_rows": null,
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            "grid_gap": null,
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            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
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          }
        },
        "8647a1f638a74231bcd98748bc368f8c": {
          "model_module": "@jupyter-widgets/controls",
          "model_name": "DescriptionStyleModel",
          "model_module_version": "1.5.0",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        }
      }
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/gist/andreped/d40dbbd619867ac5fa26b640b19da815/ibdcolepi-load-dataset-example.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# install OpenGL\n",
        "!apt-get update && apt-get -y upgrade \\\n",
        "  && apt-get install -y \\\n",
        "    apt-utils \\\n",
        "    curl \\\n",
        "    xz-utils \\\n",
        "    ocl-icd-libopencl1 \\\n",
        "    opencl-headers \\\n",
        "    clinfo \\\n",
        "    python3-pip \\\n",
        "    ;\n",
        "!mkdir -p /etc/OpenCL/vendors && \\\n",
        "    echo \"libnvidia-opencl.so.1\" > /etc/OpenCL/vendors/nvidia.icd\n",
        "\n",
        "# install OpenGL\n",
        "!apt-get install -y \\\n",
        "    libopengl0 \\\n",
        "    libgl1 \\\n",
        "    libusb-1.0-0-dev \\\n",
        "    libcairo2"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jjFUBAZqXv3s",
        "outputId": "2c74d1da-899a-4033-ec69-5842d1412f65"
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\r0% [Working]\r            \rGet:1 http://security.ubuntu.com/ubuntu jammy-security InRelease [110 kB]\n",
            "\r0% [Connecting to archive.ubuntu.com] [1 InRelease 12.7 kB/110 kB 12%] [Connecting to cloud.r-projec\r0% [Connecting to archive.ubuntu.com] [Connected to cloud.r-project.org (18.239.18.39)] [Connected t\r                                                                                                    \rGet:2 https://cloud.r-project.org/bin/linux/ubuntu jammy-cran40/ InRelease [3,626 B]\n",
            "\r                                                                                                    \r0% [Connecting to archive.ubuntu.com (91.189.91.82)] [Waiting for headers] [Waiting for headers]\r                                                                                                \rGet:3 https://ppa.launchpadcontent.net/c2d4u.team/c2d4u4.0+/ubuntu jammy InRelease [18.1 kB]\n",
            "\r0% [Connecting to archive.ubuntu.com (91.189.91.82)] [3 InRelease 0 B/18.1 kB 0%] [Waiting for heade\r0% [Connecting to archive.ubuntu.com (91.189.91.82)] [Connecting to ppa.launchpadcontent.net] [Waiti\r                                                                                                    \rHit:4 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64  InRelease\n",
            "\r0% [Connecting to archive.ubuntu.com (91.189.91.82)] [Connected to ppa.launchpadcontent.net (185.125\r                                                                                                    \rHit:5 https://ppa.launchpadcontent.net/deadsnakes/ppa/ubuntu jammy InRelease\n",
            "Hit:6 http://archive.ubuntu.com/ubuntu jammy InRelease\n",
            "Hit:7 https://ppa.launchpadcontent.net/graphics-drivers/ppa/ubuntu jammy InRelease\n",
            "Get:8 http://security.ubuntu.com/ubuntu jammy-security/main amd64 Packages [1,192 kB]\n",
            "Hit:9 https://ppa.launchpadcontent.net/ubuntugis/ppa/ubuntu jammy InRelease\n",
            "Get:10 http://archive.ubuntu.com/ubuntu jammy-updates InRelease [119 kB]\n",
            "Get:11 https://ppa.launchpadcontent.net/c2d4u.team/c2d4u4.0+/ubuntu jammy/main Sources [2,240 kB]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu jammy-backports InRelease [109 kB]\n",
            "Get:13 https://ppa.launchpadcontent.net/c2d4u.team/c2d4u4.0+/ubuntu jammy/main amd64 Packages [1,150 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 Packages [1,274 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 Packages [1,461 kB]\n",
            "Fetched 7,677 kB in 2s (4,629 kB/s)\n",
            "Reading package lists... Done\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "Calculating upgrade... Done\n",
            "The following packages have been kept back:\n",
            "  libcudnn8 libcudnn8-dev libnccl-dev libnccl2\n",
            "The following packages will be upgraded:\n",
            "  base-files binutils binutils-common binutils-x86-64-linux-gnu cuda-keyring\n",
            "  cuda-toolkit-config-common libbinutils libc-bin libcap2 libctf-nobfd0 libctf0 libldap-2.5-0\n",
            "  libudev1 linux-libc-dev openssl\n",
            "15 upgraded, 0 newly installed, 0 to remove and 4 not upgraded.\n",
            "Need to get 7,022 kB of archives.\n",
            "After this operation, 69.6 kB of additional disk space will be used.\n",
            "Get:1 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64  cuda-keyring 1.1-1 [4,332 B]\n",
            "Get:2 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64  cuda-toolkit-config-common 12.3.52-1 [16.4 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 base-files amd64 12ubuntu4.4 [62.6 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libc-bin amd64 2.35-0ubuntu3.4 [706 kB]\n",
            "Get:5 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libcap2 amd64 1:2.44-1ubuntu0.22.04.1 [18.3 kB]\n",
            "Get:6 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libudev1 amd64 249.11-0ubuntu3.11 [78.0 kB]\n",
            "Get:7 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 openssl amd64 3.0.2-0ubuntu1.12 [1,182 kB]\n",
            "Get:8 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libctf0 amd64 2.38-4ubuntu2.3 [103 kB]\n",
            "Get:9 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libctf-nobfd0 amd64 2.38-4ubuntu2.3 [107 kB]\n",
            "Get:10 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 binutils-x86-64-linux-gnu amd64 2.38-4ubuntu2.3 [2,327 kB]\n",
            "Get:11 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libbinutils amd64 2.38-4ubuntu2.3 [662 kB]\n",
            "Get:12 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 binutils amd64 2.38-4ubuntu2.3 [3,190 B]\n",
            "Get:13 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 binutils-common amd64 2.38-4ubuntu2.3 [222 kB]\n",
            "Get:14 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libldap-2.5-0 amd64 2.5.16+dfsg-0ubuntu0.22.04.1 [183 kB]\n",
            "Get:15 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 linux-libc-dev amd64 5.15.0-88.98 [1,346 kB]\n",
            "Fetched 7,022 kB in 1s (6,941 kB/s)\n",
            "(Reading database ... 120874 files and directories currently installed.)\n",
            "Preparing to unpack .../base-files_12ubuntu4.4_amd64.deb ...\n",
            "Unpacking base-files (12ubuntu4.4) over (12ubuntu4.3) ...\n",
            "Setting up base-files (12ubuntu4.4) ...\n",
            "Installing new version of config file /etc/issue ...\n",
            "Installing new version of config file /etc/issue.net ...\n",
            "Installing new version of config file /etc/lsb-release ...\n",
            "(Reading database ... 120874 files and directories currently installed.)\n",
            "Preparing to unpack .../libc-bin_2.35-0ubuntu3.4_amd64.deb ...\n",
            "Unpacking libc-bin (2.35-0ubuntu3.4) over (2.35-0ubuntu3.1) ...\n",
            "Setting up libc-bin (2.35-0ubuntu3.4) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link\n",
            "\n",
            "(Reading database ... 120874 files and directories currently installed.)\n",
            "Preparing to unpack .../libcap2_1%3a2.44-1ubuntu0.22.04.1_amd64.deb ...\n",
            "Unpacking libcap2:amd64 (1:2.44-1ubuntu0.22.04.1) over (1:2.44-1build3) ...\n",
            "Setting up libcap2:amd64 (1:2.44-1ubuntu0.22.04.1) ...\n",
            "(Reading database ... 120874 files and directories currently installed.)\n",
            "Preparing to unpack .../libudev1_249.11-0ubuntu3.11_amd64.deb ...\n",
            "Unpacking libudev1:amd64 (249.11-0ubuntu3.11) over (249.11-0ubuntu3.9) ...\n",
            "Setting up libudev1:amd64 (249.11-0ubuntu3.11) ...\n",
            "(Reading database ... 120874 files and directories currently installed.)\n",
            "Preparing to unpack .../00-openssl_3.0.2-0ubuntu1.12_amd64.deb ...\n",
            "Unpacking openssl (3.0.2-0ubuntu1.12) over (3.0.2-0ubuntu1.10) ...\n",
            "Preparing to unpack .../01-libctf0_2.38-4ubuntu2.3_amd64.deb ...\n",
            "Unpacking libctf0:amd64 (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
            "Preparing to unpack .../02-libctf-nobfd0_2.38-4ubuntu2.3_amd64.deb ...\n",
            "Unpacking libctf-nobfd0:amd64 (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
            "Preparing to unpack .../03-binutils-x86-64-linux-gnu_2.38-4ubuntu2.3_amd64.deb ...\n",
            "Unpacking binutils-x86-64-linux-gnu (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
            "Preparing to unpack .../04-libbinutils_2.38-4ubuntu2.3_amd64.deb ...\n",
            "Unpacking libbinutils:amd64 (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
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            "Unpacking binutils (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
            "Preparing to unpack .../06-binutils-common_2.38-4ubuntu2.3_amd64.deb ...\n",
            "Unpacking binutils-common:amd64 (2.38-4ubuntu2.3) over (2.38-4ubuntu2.2) ...\n",
            "Preparing to unpack .../07-cuda-keyring_1.1-1_all.deb ...\n",
            "Unpacking cuda-keyring (1.1-1) over (1.0-1) ...\n",
            "Preparing to unpack .../08-cuda-toolkit-config-common_12.3.52-1_all.deb ...\n",
            "Unpacking cuda-toolkit-config-common (12.3.52-1) over (12.1.105-1) ...\n",
            "Preparing to unpack .../09-libldap-2.5-0_2.5.16+dfsg-0ubuntu0.22.04.1_amd64.deb ...\n",
            "Unpacking libldap-2.5-0:amd64 (2.5.16+dfsg-0ubuntu0.22.04.1) over (2.5.14+dfsg-0ubuntu0.22.04.2) ...\n",
            "Preparing to unpack .../10-linux-libc-dev_5.15.0-88.98_amd64.deb ...\n",
            "Unpacking linux-libc-dev:amd64 (5.15.0-88.98) over (5.15.0-75.82) ...\n",
            "Setting up cuda-toolkit-config-common (12.3.52-1) ...\n",
            "Setting up binutils-common:amd64 (2.38-4ubuntu2.3) ...\n",
            "Setting up linux-libc-dev:amd64 (5.15.0-88.98) ...\n",
            "Setting up libctf-nobfd0:amd64 (2.38-4ubuntu2.3) ...\n",
            "Setting up libldap-2.5-0:amd64 (2.5.16+dfsg-0ubuntu0.22.04.1) ...\n",
            "Setting up cuda-keyring (1.1-1) ...\n",
            "Setting up libbinutils:amd64 (2.38-4ubuntu2.3) ...\n",
            "Setting up openssl (3.0.2-0ubuntu1.12) ...\n",
            "Setting up libctf0:amd64 (2.38-4ubuntu2.3) ...\n",
            "Setting up binutils-x86-64-linux-gnu (2.38-4ubuntu2.3) ...\n",
            "Setting up binutils (2.38-4ubuntu2.3) ...\n",
            "Processing triggers for libc-bin (2.35-0ubuntu3.4) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link\n",
            "\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "xz-utils is already the newest version (5.2.5-2ubuntu1).\n",
            "xz-utils set to manually installed.\n",
            "clinfo is already the newest version (3.0.21.02.21-1).\n",
            "ocl-icd-libopencl1 is already the newest version (2.2.14-3).\n",
            "ocl-icd-libopencl1 set to manually installed.\n",
            "apt-utils is already the newest version (2.4.10).\n",
            "curl is already the newest version (7.81.0-1ubuntu1.14).\n",
            "The following additional packages will be installed:\n",
            "  python3-setuptools python3-wheel\n",
            "Suggested packages:\n",
            "  python-setuptools-doc\n",
            "The following NEW packages will be installed:\n",
            "  opencl-headers python3-pip python3-setuptools python3-wheel\n",
            "0 upgraded, 4 newly installed, 0 to remove and 4 not upgraded.\n",
            "Need to get 1,679 kB of archives.\n",
            "After this operation, 8,977 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 python3-setuptools all 59.6.0-1.2ubuntu0.22.04.1 [339 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 python3-wheel all 0.37.1-2ubuntu0.22.04.1 [32.0 kB]\n",
            "Get:3 http://archive.ubuntu.com/ubuntu jammy-updates/universe amd64 python3-pip all 22.0.2+dfsg-1ubuntu0.3 [1,305 kB]\n",
            "Get:4 http://archive.ubuntu.com/ubuntu jammy/universe amd64 opencl-headers all 3.0~2022.01.04-1 [1,754 B]\n",
            "Fetched 1,679 kB in 1s (1,974 kB/s)\n",
            "Selecting previously unselected package python3-setuptools.\n",
            "(Reading database ... 120872 files and directories currently installed.)\n",
            "Preparing to unpack .../python3-setuptools_59.6.0-1.2ubuntu0.22.04.1_all.deb ...\n",
            "Unpacking python3-setuptools (59.6.0-1.2ubuntu0.22.04.1) ...\n",
            "Selecting previously unselected package python3-wheel.\n",
            "Preparing to unpack .../python3-wheel_0.37.1-2ubuntu0.22.04.1_all.deb ...\n",
            "Unpacking python3-wheel (0.37.1-2ubuntu0.22.04.1) ...\n",
            "Selecting previously unselected package python3-pip.\n",
            "Preparing to unpack .../python3-pip_22.0.2+dfsg-1ubuntu0.3_all.deb ...\n",
            "Unpacking python3-pip (22.0.2+dfsg-1ubuntu0.3) ...\n",
            "Selecting previously unselected package opencl-headers.\n",
            "Preparing to unpack .../opencl-headers_3.0~2022.01.04-1_all.deb ...\n",
            "Unpacking opencl-headers (3.0~2022.01.04-1) ...\n",
            "Setting up python3-setuptools (59.6.0-1.2ubuntu0.22.04.1) ...\n",
            "Setting up opencl-headers (3.0~2022.01.04-1) ...\n",
            "Setting up python3-wheel (0.37.1-2ubuntu0.22.04.1) ...\n",
            "Setting up python3-pip (22.0.2+dfsg-1ubuntu0.3) ...\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "Reading package lists... Done\n",
            "Building dependency tree... Done\n",
            "Reading state information... Done\n",
            "libcairo2 is already the newest version (1.16.0-5ubuntu2).\n",
            "libcairo2 set to manually installed.\n",
            "libgl1 is already the newest version (1.4.0-1).\n",
            "libopengl0 is already the newest version (1.4.0-1).\n",
            "The following additional packages will be installed:\n",
            "  libusb-1.0-doc\n",
            "The following NEW packages will be installed:\n",
            "  libusb-1.0-0-dev libusb-1.0-doc\n",
            "0 upgraded, 2 newly installed, 0 to remove and 4 not upgraded.\n",
            "Need to get 259 kB of archives.\n",
            "After this operation, 1,940 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libusb-1.0-0-dev amd64 2:1.0.25-1ubuntu2 [76.3 kB]\n",
            "Get:2 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 libusb-1.0-doc all 2:1.0.25-1ubuntu2 [183 kB]\n",
            "Fetched 259 kB in 1s (434 kB/s)\n",
            "Selecting previously unselected package libusb-1.0-0-dev:amd64.\n",
            "(Reading database ... 121737 files and directories currently installed.)\n",
            "Preparing to unpack .../libusb-1.0-0-dev_2%3a1.0.25-1ubuntu2_amd64.deb ...\n",
            "Unpacking libusb-1.0-0-dev:amd64 (2:1.0.25-1ubuntu2) ...\n",
            "Selecting previously unselected package libusb-1.0-doc.\n",
            "Preparing to unpack .../libusb-1.0-doc_2%3a1.0.25-1ubuntu2_all.deb ...\n",
            "Unpacking libusb-1.0-doc (2:1.0.25-1ubuntu2) ...\n",
            "Setting up libusb-1.0-doc (2:1.0.25-1ubuntu2) ...\n",
            "Setting up libusb-1.0-0-dev:amd64 (2:1.0.25-1ubuntu2) ...\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "0IJxXD0dMiGA",
        "outputId": "9eb1e65a-f75d-4001-eb5d-75590009481c"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "\u001b[2K     \u001b[90m&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;\u001b[0m \u001b[32m385.8/385.8 MB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;\u001b[0m \u001b[32m115.3/115.3 kB\u001b[0m \u001b[31m14.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m18.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;&#9473;\u001b[0m \u001b[32m311.2/311.2 kB\u001b[0m \u001b[31m34.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h"
          ]
        }
      ],
      "source": [
        "!pip install -q datasets pyfast matplotlib"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from datasets import load_dataset\n",
        "\n",
        "# download data from Hugging Face hub might take several minute as each zip\n",
        "# is about 2-10 GB each\n",
        "dataset = load_dataset(\"andreped/IBDColEpi\", \"part_02\")\n",
        "print(dataset)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 281,
          "referenced_widgets": [
            "06600cb3b8cd420aa4729ff5511c4f14",
            "ae298845d0cb4849a9f039dbdc92a1f7",
            "0acdfe41aa3846fbaa78f132fbd3025f",
            "903401b33c084146a7bad0ff9516b731",
            "bafd6d080a9d4612b71a275d2d50c74e",
            "a41ae6cf45294fabb34e01a1b0b0c8e4",
            "18222d633f764081bd571e58c0cb0469",
            "39920599c0714c6dbea84bcd9fca6ac0",
            "1e16cac6306e4e7cbcba1535f89b3408",
            "a9a68bfe0435453b8cace0ecfdad691b",
            "d49da9f4d40e4bebb7d10ca37ecbcefa",
            "83129bcfdc664c348b0c7546c5480e8e",
            "312612528c634fa8b7c1251bd3ee5435",
            "e92293fe91e049cda9c7f044d36fecb8",
            "f5e1a72e809347bf992100865ceaf53c",
            "41ff8a36b6bd463e820e6dbf70670703",
            "73d0dc82f52e4d99938d0e65832da968",
            "6bb0fa12776744d69af230714ec29863",
            "a5848de501894b2a85e8ef1616f5b597",
            "cde337a278bf482db92ea9ce6d21c062",
            "a6c103a7b2c24f408332ab1beffd67d0",
            "bf3dbd088ff3415f9b48f811c5293909",
            "f006e0a1559847b2b906ae759107ad8c",
            "a8bb7890363648acbfc66a9cf26bd611",
            "723fee3bec80442ca8d57ca6c6ae6fa3",
            "f00cdbc04e4b4fa182b8da08001d7c77",
            "b3545ca5daa04943a6adfe9cd36125b8",
            "cfb0551a983f4454a93eb821cdfd988f",
            "920ef32c26fd48989ead5f9ddf8171ec",
            "10b3a83c17054afabba982522a2b217e",
            "144a9a537b744eaaa84fcdc477b71953",
            "bef537f5e35045809ba1a3d77dc57744",
            "a34e635665264e58ac760644336df2ca",
            "1e4d9b42c145452aac1fabe8fa73590b",
            "582af4893d114428bcb1d23cd039d726",
            "1fe64af8b25c4cb2a5eaaf23c37d3737",
            "ab3a850ee63f46c4965583360ce87f7d",
            "f9c7b115d3b1482db2dac9dd7e28ae06",
            "627cad69b652462bb75241578eb3010c",
            "e5e78a441f2f4ae49ab1dc0cf222cb42",
            "8bc37328b17b450893fb9f534dde2b43",
            "dad93295c9fd4446aa68b5d35119edd0",
            "3a4e1cad64a94b87ad485ecc0ebbb188",
            "e4df081918c2457fa72645ba7bd1d0ae"
          ]
        },
        "id": "bl-0cisLMsCv",
        "outputId": "5ec65741-15e5-4542-9605-d60d477c5638"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading builder script:   0%|          | 0.00/9.18k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "06600cb3b8cd420aa4729ff5511c4f14"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading readme:   0%|          | 0.00/4.85k [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "83129bcfdc664c348b0c7546c5480e8e"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "VERSION: 1.0.0\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data:   0%|          | 0.00/3.97G [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "f006e0a1559847b2b906ae759107ad8c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "data is downloaded to: /root/.cache/huggingface/datasets/downloads/extracted/9e882e025d6646462b52ffdff5c28e8d80a6d4256b83efdc35b500e3bcea9a0d\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating part_02 split: 0 examples [00:00, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "1e4d9b42c145452aac1fabe8fa73590b"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "DatasetDict({\n",
            "    part_02: Dataset({\n",
            "        features: ['image'],\n",
            "        num_rows: 25\n",
            "    })\n",
            "})\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import fast\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# Extract thumbnail image of the full WSI\n",
        "filename = dataset[\"part_02\"][\"image\"][0]\n",
        "print(filename)\n",
        "\n",
        "importer = fast.WholeSlideImageImporter.create(filename)\n",
        "\n",
        "extractor = fast.ImagePyramidLevelExtractor.create(level=-1)\n",
        "extractor.connect(importer)\n",
        "\n",
        "thumbnail = extractor.runAndGetOutputData()\n",
        "thumbnail = np.asarray(thumbnail)\n",
        "\n",
        "plt.imshow(thumbnail)\n",
        "plt.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 380
        },
        "id": "FlgTcTenVyul",
        "outputId": "f9f2f52e-d6c9-4e29-bd5f-79d074291516"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/root/.cache/huggingface/datasets/downloads/extracted/9e882e025d6646462b52ffdff5c28e8d80a6d4256b83efdc35b500e3bcea9a0d/ID-26_CD3_inactive.ndpi\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import fast\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# extract patches from 5x magnification from a WSI captured at 40x, and\n",
        "# visualize them using matplotlib\n",
        "# Extract thumbnail image of the full WSI\n",
        "importer = fast.WholeSlideImageImporter.create(dataset[\"part_02\"][\"image\"][0])\n",
        "\n",
        "tissueSegmentation = fast.TissueSegmentation.create(threshold=85).connect(importer)\n",
        "\n",
        "patchGenerator = fast.PatchGenerator.create(1024, 1024, magnification=5, overlapPercent=0.1, maskThreshold=0.1)\\\n",
        "    .connect(0, importer)\\\n",
        "    .connect(1, tissueSegmentation)\n",
        "\n",
        "patch_list = []\n",
        "for patch in fast.DataStream(patchGenerator):\n",
        "    patch_list.append(patch)\n",
        "    if len(patch_list) == 16:\n",
        "        f, axes = plt.subplots(4, 4, figsize=(10, 10))\n",
        "        for i in range(4):\n",
        "            for j in range(4):\n",
        "                axes[i, j].imshow(patch_list[i + j * 3])\n",
        "        patch_list.clear()\n",
        "        break"
      ],
      "metadata": {
        "id": "LK34vpgtdEyN"
      },
      "execution_count": 5,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "from datasets import load_dataset\n",
        "\n",
        "annotations = load_dataset(\"andreped/IBDColEpi\", \"annotations\")\n",
        "print(annotations)\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 200,
          "referenced_widgets": [
            "009f2bb3ae2a4753bfa5a3a3a04f0d3c",
            "2b6932b0392b4ac49fc2ce9903f69f22",
            "fd59cb099a214cc7b825f46eb4fee3d0",
            "54da7ace61a340bba92ada6f3cf49eb1",
            "129cdf4158954c8ab04fb4d311262aec",
            "3ecfa7c0a6a74cec96b626bc52465a59",
            "0000ced3a5d94ac78aeb8ba1755f8493",
            "48908be00a254ac59e41f0d9ef13d2a6",
            "c6c9efa7eef44f89ab649eff29ea5a66",
            "0d3f0cf0b44247669c2f0795bcc6fa44",
            "511f0976054143c39ef99fed05e27806",
            "2ac99b03d0b0419a801bac623b2025d0",
            "c0a4b7db2aec4bd59861397450aa6270",
            "ce2a99b6937543a694d97ab2e3ec6d33",
            "20b57c5fe99c4f66b0de602bf52319b5",
            "f34711740b1740ba9a5e432c5c8d2a85",
            "ee10ffe4fe8f48a692167edc3e67d12b",
            "6a36a436cfeb4bda99a87cb9a0fb3bf8",
            "b3011872cd8e4d778eb9aec3df2872d5",
            "3e308b4f3279493eab5503d818e3d0aa",
            "ff3d93e7f201479d92353c6f6585480d",
            "8647a1f638a74231bcd98748bc368f8c"
          ]
        },
        "id": "1HgLXfBphuiI",
        "outputId": "edfa04fa-a11f-4cfd-8303-c026fd5c7154"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Downloading data:   0%|          | 0.00/1.62G [00:00<?, ?B/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "009f2bb3ae2a4753bfa5a3a3a04f0d3c"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "data is downloaded to: /root/.cache/huggingface/datasets/downloads/extracted/141358d6b9d2fecfa38b7ac2cf6e5587f00d81948598f39876f03bfca06797d3\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "Generating annotations split: 0 examples [00:00, ? examples/s]"
            ],
            "application/vnd.jupyter.widget-view+json": {
              "version_major": 2,
              "version_minor": 0,
              "model_id": "2ac99b03d0b0419a801bac623b2025d0"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "DatasetDict({\n",
            "    annotations: Dataset({\n",
            "        features: ['image'],\n",
            "        num_rows: 251\n",
            "    })\n",
            "})\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import fast\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# Extract thumbnail image of both WSI and corresponding annotation and render\n",
        "# them side-by-side\n",
        "filename = annotations[\"annotations\"][\"image\"][0]\n",
        "print(filename)\n",
        "\n",
        "importer = fast.TIFFImagePyramidImporter.create(annotations[\"annotations\"][\"image\"][0])\n",
        "\n",
        "extractor = fast.ImagePyramidLevelExtractor.create(level=5)\n",
        "extractor.connect(importer)\n",
        "\n",
        "thumbnail = extractor.runAndGetOutputData()\n",
        "thumbnail = np.asarray(thumbnail)\n",
        "\n",
        "plt.imshow(thumbnail.astype(\"uint8\"), interpolation=\"none\", cmap=\"gray\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 343
        },
        "id": "1GT3CF1Ihgtm",
        "outputId": "82978d28-7eec-4009-ae6b-515e59d804b7"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/root/.cache/huggingface/datasets/downloads/extracted/141358d6b9d2fecfa38b7ac2cf6e5587f00d81948598f39876f03bfca06797d3/ID-63_CD3_inactive.tiff\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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luummmzR69GiVlpbqBz/4gaqrq/W1r31NkjR37lydddZZ+va3v61Vq1YpFArpb//2b1VXVye/35/tJgMAkHORniG3wbjpjp+JrhP9r1toyacA1xf9Mog3lXvuuUdFRUW68sor1d3drXnz5un+++931g8ZMkTr16/X0qVLVV1drRNOOEGLFy/WXXfdlYvmAgAGsePpqUh0CSqT+ulKNUamkMKLJPnM631ICXR1damsrCzXzQAAeFyiSzHpfnzG934k6mnJpB2JHn0Qvy7Va/NZOBxOOp41Jz0wAAB4RTrTrhNJNlg4EmLcBtWmGmib6YykvoamfEaAAQCgnyR63ECir93Gu6TafiZtKSQEGAAA+lGy4BDdKxLfW1OIA2+ziQADAECOpHObf0KLu359GjUAAEB/IMAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPIcAAAADPGZrrBqBvzOyYZT6fLwctAQBg4BFgPMQttLitJ8gAAAodl5A8wMyOCS/xISX6e7f6AAAUEnpg8lx0EEnVsxJZH3mNmdEbAwAoSPTA5DG38OK2LL73Jb4+vTEAgEJDgMlTbqEjURCJ7nEBAGAwIMDkofhelviellS9Kj6f75j1hBsAQCEhwHiM25iW6IDjNrjX7fITAABexiDePJPqMpFbSEn0eoILAKBQ0QOThyIhxS2oRIeRVJeJ3EIPYQYAUAgIMHks0YyjdKdWJ1rHzCQAgNdxCSkPJeplcQsvkXu9RPe2pHv/l0zuMQMAQD6hByZPRQeKRHfddZs+nWxKdfSlqfht0isDAPASAkyeivSiuIWX+JvVpTNeJvK92xRtel8AAF5DgMlj8b0p8T0t8d8nez5Sou273bkXAIB8R4DJU6kG56Y7xiU+pEQHlWSDfAEAyGcM4s1D6c40SrY8fnCv22DfZNvI5gDfVE/SBgAgU/3SA/Pxxx/rL/7iLzRmzBiVlJRo+vTp2rp1q7PezLRixQqNGzdOJSUlqqmp0e7du2O2sX//ftXW1qq0tFTl5eVasmSJDh482B/NzSuZ9qwk6i2JDyhujxeI32aq/WULPTwAgOOV9QDz2Wef6YILLtCwYcP0/PPPa9euXfrHf/xHjRo1yqmzatUq3XvvvXrggQfU3NysE044QfPmzdOhQ4ecOrW1tdq5c6c2bNig9evXa/Pmzbruuuuy3dy8Fx0e3Abhxn/tNrvIrb7b9qPruQ3wjQ9N6QYRelwAAFlnWbZ8+XK78MILE67v7e21YDBoq1evdpZ1dnaa3++3xx9/3MzMdu3aZZJsy5YtTp3nn3/efD6fffzxx2m1IxwOmyTPlojI1/HLUtXP5DWJ1ifbdjKptpPOPikUCoUyuEs4HE76WZP1Hph///d/1+zZs/Vnf/Znqqio0MyZM/Wv//qvzvo9e/YoFAqppqbGWVZWVqaqqio1NTVJkpqamlReXq7Zs2c7dWpqalRUVKTm5mbX/XZ3d6urqyumFIpE06XNpQckflk6A35TbTN6XXzvTKqemmTbAwCgr7IeYP77v/9ba9as0eTJk/Wb3/xGS5cu1Q9/+EOtXbtWkhQKhSRJgUAg5nWBQMBZFwqFVFFREbN+6NChGj16tFMnXkNDg8rKypwyYcKEbB9azpnLpaTIv+lOoU4WLOK377btZIEkUaiJ3x9TtgEAxyvrAaa3t1fnnnuufvrTn2rmzJm67rrrdO211+qBBx7I9q5i1NfXKxwOO2Xv3r39ur+BEv8hHx0q4ns+kvWGuG3L7fWJ9PW5Sm5jcyI9OQAA9FXWA8y4ceN01llnxSw788wz1dbWJkkKBoOSpPb29pg67e3tzrpgMKiOjo6Y9UeOHNH+/fudOvH8fr9KS0tjSqFIFlri6yTbRvRr0wkQ8T0ox3PX3vhjoPcFAHA8sh5gLrjgArW2tsYs++1vf6tJkyZJkiorKxUMBtXY2Ois7+rqUnNzs6qrqyVJ1dXV6uzsVEtLi1Nn48aN6u3tVVVVVbab7GmpLgdFh57oIJJIfMCJ3nb81+mGEB5ZAOnYsVFuY6XSqQMAkpT1WUhvvPGGDR061O6++27bvXu3PfbYYzZixAh79NFHnTorV6608vJye+aZZ2z79u122WWXWWVlpX355ZdOnfnz59vMmTOtubnZXn31VZs8ebItWrQo7XYUyiwkM3Nd7lYvnlv9yDK3faSq6/bavhxTX19P8W5JdH4mWh+/LNE2OIcolMItqWYhZT3AmJk9++yzNm3aNPP7/TZ16lT7xS9+EbO+t7fXbr/9dgsEAub3+23OnDnW2toaU+fTTz+1RYsW2ciRI620tNSuueYaO3DgQNptKKQAExG9PPJ1/L+JpFofXzdZOxLVjX9Nou2kU5/i/ZLOuZLO+eFWL9E+OI8olMIpqQKM7//+wxecrq4ulZWV5boZfRL5kbjd+j/ZOrdt9EWqxwskuxQUv1+38S7xz2OK/Atviz83U52jyV6fbh2385xzCSgM4XA46XhWnoWUx1J9sCcLLskCT6ptxe838n1fPhiSfZBlMqAY+StZqMjkZ5vJwPJkryEQA4MDASbPxf8yzrS3pS9To93u+5Luh0Kiv4wTPeKADxrvSvQzTPdn2p/nQHxwzrRtAPJfvzzMEdkV/0vYkszIyOQXtNt2k20v2X7d6rjdzK5Ar1gOKpGfY7ZmlvXXOeG2Xc4/oHAQYDwmWchINgU63e2m05uTarvpPPKAadXek2mAzcb+kn3vtl+3Hst0zkcA3kOAyWNuH/DpXPaR0gsk6ayPbDvR85j6uk14h1so6e/wGX/+pns+RxCQgcLHGJg8lO5N59IV393v9pdtXy49uYWmbM02QX7o688qk3Mq09lK0e2KvCbT2WwM9AW8jx4Yj0k19iBV8HEbn9LXcTPRfxWnuvTEh4X39CW8ZFo308Hd6Q5KT9RrxHkIFA4CjIdk2o2ezrYyDS+pZkSl2l9fXouB1Z/jWDKR6NJlppdFEw0g51In4G0EmDyVyeydVDOS+ho6Uu0rvjcn0RRvwot3JJq5k8mHfV96Ovp6T6B0xmO5TfPmHAS8jzEweSzZzeeS/TWZLLBk46/Ovv7yH8gPjb7eTG2wSvR+xQfWbAeMvtR1G+8S36MY/wdApm0BkP/ogclzfflrsb+6xvP9L9f4S2xuH2I4ltu4qAi3ADzQ72WifSZalijAu/UeAvAuemA8IpOpy6n+Ms3FL++BnnYbvd/odfkcwHIp1eDY4525djyS7SfVuCx64oDCRYDxuPhf0Mn+Wu3rOIPj0Zd9pdvl73ZMbr0v8T0xfJD9v3TDndsA2lxemokPVelcKmUsFlBYuITkYZn8dem1X9bptDfVhxaXCZLry/uVT+dRsoHj0XUSvRaAt9ED42EDGVoG8q/tvn4oRa9PNWtrsH+ApRocnu79VvJBojbnWzsBZBc9MAUm2ZTmTKQ7cDLbvRyp7teR6gZ98eLHR/ChFiuT6e9ek840fwDeRYBBSpnMUjleyfaRqmcmUifVB2+uBjLnm3TCXfzdlvPxfUs3nDCdGigsXEJCzvVlzEKiKbHpfMDm44dwLrh9oCcbrOsVXrr8BaDv6IFBUm4fcvn2gcaH0vFJ527JuZjBlk35ds4COH4EGDgS3bU0Prz0x2WjdNuW6IPWbRv8JZ5YupfjUr3GC7h0BBQmAgwkuf+FOhBjXpLtK53X9GUbfJAlVqj3SimU4wDw/xgDA0n5/ws+kyCV78eSL6IHMye7Y7HX3k+vtx9AeuiBASDp2EuF+TrrKJlEj5QAUHgIMBgQfKDkt2RT5b30s/P6YGMA6eMSEjDIJBrv5Pa9l8JLBOEFGBzogcGA4EMl95LN4nK7+zGzdwDkM3pggEEq/o7EyZ6PRIgBkG/ogQEGiURjW3hWEAAvogcGGERSDdB1u+Oyl4KNF9sMoG/ogQEGsXTup+PFgbwACh89MAAS8lpPhtfaC6Dv6IEBAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABAACeQ4ABkBCPEQCQr7IeYI4eParbb79dlZWVKikp0emnn66/+7u/i/lFaGZasWKFxo0bp5KSEtXU1Gj37t0x29m/f79qa2tVWlqq8vJyLVmyRAcPHsx2cwEk4fP5CDEA8pNl2d13321jxoyx9evX2549e2zdunU2cuRI+/nPf+7UWblypZWVldnTTz9tb7/9tl166aVWWVlpX375pVNn/vz5NmPGDHv99dftlVdesTPOOMMWLVqUdjvC4bBJolAoFAqF4sESDoeTfs5nPcAsXLjQvve978Usu+KKK6y2ttbMzHp7ey0YDNrq1aud9Z2dneb3++3xxx83M7Ndu3aZJNuyZYtT5/nnnzefz2cff/xxWu0gwFAoFAqF4t2SKsBk/RLS17/+dTU2Nuq3v/2tJOntt9/Wq6++qgULFkiS9uzZo1AopJqaGuc1ZWVlqqqqUlNTkySpqalJ5eXlmj17tlOnpqZGRUVFam5udt1vd3e3urq6YgoAAChMQ7O9wVtvvVVdXV2aOnWqhgwZoqNHj+ruu+9WbW2tJCkUCkmSAoFAzOsCgYCzLhQKqaKiIrahQ4dq9OjRTp14DQ0NuvPOO7N9OAAAIA9lvQfm17/+tR577DH927/9m958802tXbtW//AP/6C1a9dme1cx6uvrFQ6HnbJ3795+3R8AAMidrPfA3HLLLbr11lt19dVXS5KmT5+ujz76SA0NDVq8eLGCwaAkqb29XePGjXNe197ernPOOUeSFAwG1dHREbPdI0eOaP/+/c7r4/n9fvn9/mwfDgAAyENZ74H54osvVFQUu9khQ4aot7dXklRZWalgMKjGxkZnfVdXl5qbm1VdXS1Jqq6uVmdnp1paWpw6GzduVG9vr6qqqrLdZAAA4DVpTenJwOLFi+3kk092plE/+eSTNnbsWPvxj3/s1Fm5cqWVl5fbM888Y9u3b7fLLrvMdRr1zJkzrbm52V599VWbPHky06gpFAqFQhkkZcCnUXd1ddkNN9xgEydOtOHDh9tpp51mt912m3V3dzt1ent77fbbb7dAIGB+v9/mzJljra2tMdv59NNPbdGiRTZy5EgrLS21a665xg4cOJB2OwgwFAqFQqF4t6QKMD6zwrzNZldXl8rKynLdDAAA0AfhcFilpaUJ1/MsJAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkEGAAA4DkZB5jNmzfrG9/4hsaPHy+fz6enn346Zr2ZacWKFRo3bpxKSkpUU1Oj3bt3x9TZv3+/amtrVVpaqvLyci1ZskQHDx6MqbN9+3ZddNFFGj58uCZMmKBVq1ZlfnQAAKAgZRxgPv/8c82YMUP33Xef6/pVq1bp3nvv1QMPPKDm5madcMIJmjdvng4dOuTUqa2t1c6dO7VhwwatX79emzdv1nXXXees7+rq0ty5czVp0iS1tLRo9erV+slPfqJf/OIXfThEAABQcOw4SLKnnnrK+b63t9eCwaCtXr3aWdbZ2Wl+v98ef/xxMzPbtWuXSbItW7Y4dZ5//nnz+Xz28ccfm5nZ/fffb6NGjbLu7m6nzvLly23KlClpty0cDpskCoVCoVAoHizhcDjp53xWx8Ds2bNHoVBINTU1zrKysjJVVVWpqalJktTU1KTy8nLNnj3bqVNTU6OioiI1Nzc7dS6++GIVFxc7debNm6fW1lZ99tlnrvvu7u5WV1dXTAEAAIUpqwEmFApJkgKBQMzyQCDgrAuFQqqoqIhZP3ToUI0ePTqmjts2ovcRr6GhQWVlZU6ZMGHC8R8QAADISwUzC6m+vl7hcNgpbW1tuW4SAADoo69GqiSW1QATDAYlSe3t7THL29vbnXXBYFAdHR0x648cOaL9+/fH1HHbRvQ+4vn9fpWWljqlp6fn+A8IAADkxIEDB5KuH5rNnVVWVioYDKqxsVHnnHOOpK9mFDU3N2vp0qWSpOrqanV2dqqlpUWzZs2SJG3cuFG9vb2qqqpy6tx2223q6enRsGHDJEkbNmzQlClTNGrUqLTaMnr0aElSW1ubysrKsnmYntHV1aUJEyZo7969Ki0tzXVzBtxgP36J92CwH7/EezDYj1/y3ntgZjpw4IDGjx+ftF7GAebgwYN6//33ne/37Nmjbdu2afTo0Zo4caJuvPFG/f3f/70mT56syspK3X777Ro/frwuv/xySdKZZ56p+fPn69prr9UDDzygnp4eLVu2TFdffbXT2G9961u68847tWTJEi1fvlw7duzQz3/+c91zzz1pt7Oo6KvOpbKyMk/8wPpTpFdqsBrsxy/xHgz245d4Dwb78Uveeg/S6XjIOMBs3bpVf/zHf+x8f9NNN0mSFi9erEceeUQ//vGP9fnnn+u6665TZ2enLrzwQr3wwgsaPny485rHHntMy5Yt05w5c1RUVKQrr7xS9957b0zD//M//1N1dXWaNWuWxo4dqxUrVsTcKwYAAAxePks1Ssajurq6VFZWpnA47JnEmW2D/T0Y7Mcv8R4M9uOXeA8G+/FLhfseFMwspHh+v1933HGH/H5/rpuSM4P9PRjsxy/xHgz245d4Dwb78UuF+x4UbA8MAAAoXAXbAwMAAAoXAQYAAHgOAQYAAHgOAQYAAHhOQQaY++67T6eeeqqGDx+uqqoqvfHGG7luUlY0NDTovPPO04knnqiKigpdfvnlam1tjanzR3/0R/L5fDHl+uuvj6nT1tamhQsXasSIEaqoqNAtt9yiI0eODOSh9NlPfvKTY45v6tSpzvpDhw6prq5OY8aM0ciRI3XllVce81gKLx+/JJ166qnHvAc+n091dXWSCu8c2Lx5s77xjW9o/Pjx8vl8evrpp2PWm5lWrFihcePGqaSkRDU1Ndq9e3dMnf3796u2tlalpaUqLy/XkiVLdPDgwZg627dv10UXXaThw4drwoQJWrVqVX8fWtqSvQc9PT1avny5pk+frhNOOEHjx4/Xd77zHX3yyScx23A7b1auXBlTJ1/fg1TnwHe/+91jjm3+/PkxdQr5HJDk+jvB5/Np9erVTh0vnwOurMA88cQTVlxcbA899JDt3LnTrr32WisvL7f29vZcN+24zZs3zx5++GHbsWOHbdu2zf70T//UJk6caAcPHnTqXHLJJXbttdfavn37nBIOh531R44csWnTpllNTY299dZb9txzz9nYsWOtvr4+F4eUsTvuuMP+8A//MOb4fve73znrr7/+epswYYI1Njba1q1b7Wtf+5p9/etfd9Z7/fjNzDo6OmKOf8OGDSbJXnrpJTMrvHPgueees9tuu82efPJJk2RPPfVUzPqVK1daWVmZPf300/b222/bpZdeapWVlfbll186debPn28zZsyw119/3V555RU744wzbNGiRc76cDhsgUDAamtrbceOHfb4449bSUmJPfjggwN1mEklew86OzutpqbGfvWrX9l7771nTU1Ndv7559usWbNitjFp0iS76667Ys6L6N8d+fwepDoHFi9ebPPnz485tv3798fUKeRzwMxijn3fvn320EMPmc/nsw8++MCp4+VzwE3BBZjzzz/f6urqnO+PHj1q48ePt4aGhhy2qn90dHSYJNu0aZOz7JJLLrEbbrgh4Wuee+45KyoqslAo5Cxbs2aNlZaWWnd3d382NyvuuOMOmzFjhuu6zs5OGzZsmK1bt85Z9u6775oka2pqMjPvH7+bG264wU4//XTr7e01s8I+B+J/cff29lowGLTVq1c7yzo7O83v99vjjz9uZma7du0ySbZlyxanzvPPP28+n88+/vhjMzO7//77bdSoUTHHv3z5cpsyZUo/H1Hm3D684r3xxhsmyT766CNn2aRJk+yee+5J+BqvvAeJAsxll12W8DWD8Ry47LLL7E/+5E9ilhXKORBRUJeQDh8+rJaWFtXU1DjLioqKVFNTo6amphy2rH+Ew2FJ///gyojHHntMY8eO1bRp01RfX68vvvjCWdfU1KTp06crEAg4y+bNm6euri7t3LlzYBp+nHbv3q3x48frtNNOU21trdra2iRJLS0t6unpifn5T506VRMnTnR+/oVw/NEOHz6sRx99VN/73vfk8/mc5YV+DkTs2bNHoVAo5mdeVlamqqqqmJ95eXm5Zs+e7dSpqalRUVGRmpubnToXX3yxiouLnTrz5s1Ta2urPvvsswE6muwJh8Py+XwqLy+PWb5y5UqNGTNGM2fO1OrVq2MuG3r9PXj55ZdVUVGhKVOmaOnSpfr000+ddYPtHGhvb9d//Md/aMmSJcesK6RzIKtPo8613//+9zp69GjML2ZJCgQCeu+993LUqv7R29urG2+8URdccIGmTZvmLP/Wt76lSZMmafz48dq+fbuWL1+u1tZWPfnkk5KkUCjk+v5E1uW7qqoqPfLII5oyZYr27dunO++8UxdddJF27NihUCik4uLiY35pBwIB59i8fvzxnn76aXV2duq73/2us6zQz4Fokfa6HU/0z7yioiJm/dChQzV69OiYOpWVlcdsI7Ju1KhR/dL+/nDo0CEtX75cixYtirlt/A9/+EOde+65Gj16tF577TXV19dr3759+tnPfibJ2+/B/PnzdcUVV6iyslIffPCB/uZv/kYLFixQU1OThgwZMujOgbVr1+rEE0/UFVdcEbO80M6Bggowg0ldXZ127NihV199NWZ59AMvp0+frnHjxmnOnDn64IMPdPrppw90M7NuwYIFztdnn322qqqqNGnSJP36179WSUlJDluWG7/85S+1YMGCmMfOF/o5gMR6enr053/+5zIzrVmzJmZd5MG70lf/d4qLi/VXf/VXamho8Pwt5q+++mrn6+nTp+vss8/W6aefrpdffllz5szJYcty46GHHlJtbW3MQ5SlwjsHCuoS0tixYzVkyJBjZp20t7crGAzmqFXZt2zZMq1fv14vvfSSTjnllKR1q6qqJEnvv/++JCkYDLq+P5F1XlNeXq4/+IM/0Pvvv69gMKjDhw+rs7Mzpk70z7+Qjv+jjz7Siy++qL/8y79MWq+Qz4FIe5P9nw8Gg+ro6IhZf+TIEe3fv7+gzotIePnoo4+0YcOGlA/tq6qq0pEjR/Thhx9KKoz3IOK0007T2LFjY875wXAOSNIrr7yi1tbWlL8XJO+fAwUVYIqLizVr1iw1NjY6y3p7e9XY2Kjq6uoctiw7zEzLli3TU089pY0bNx7T1edm27ZtkqRx48ZJkqqrq/XOO+/E/GeO/LI766yz+qXd/engwYP64IMPNG7cOM2aNUvDhg2L+fm3traqra3N+fkX0vE//PDDqqio0MKFC5PWK+RzoLKyUsFgMOZn3tXVpebm5pifeWdnp1paWpw6GzduVG9vrxPuqqurtXnzZvX09Dh1NmzYoClTpuRdt7mbSHjZvXu3XnzxRY0ZMybla7Zt26aioiLn0orX34No//M//6NPP/005pwv9HMg4pe//KVmzZqlGTNmpKzr+XMg16OIs+2JJ54wv99vjzzyiO3atcuuu+46Ky8vj5lx4VVLly61srIye/nll2OmwX3xxRdmZvb+++/bXXfdZVu3brU9e/bYM888Y6eddppdfPHFzjYiU2jnzp1r27ZtsxdeeMFOOumkvJ1CG+/mm2+2l19+2fbs2WP/9V//ZTU1NTZ27Fjr6Ogws6+mUU+cONE2btxoW7duterqaquurnZe7/Xjjzh69KhNnDjRli9fHrO8EM+BAwcO2FtvvWVvvfWWSbKf/exn9tZbbzkzbFauXGnl5eX2zDPP2Pbt2+2yyy5znUY9c+ZMa25utldffdUmT54cM4W2s7PTAoGAffvb37YdO3bYE088YSNGjMib6aPJ3oPDhw/bpZdeaqeccopt27Yt5ndDZDbJa6+9Zvfcc49t27bNPvjgA3v00UftpJNOsu985zvOPvL5PUh2/AcOHLC//uu/tqamJtuzZ4+9+OKLdu6559rkyZPt0KFDzjYK+RyICIfDNmLECFuzZs0xr/f6OeCm4AKMmdk///M/28SJE624uNjOP/98e/3113PdpKyQ5FoefvhhMzNra2uziy++2EaPHm1+v9/OOOMMu+WWW2LuAWJm9uGHH9qCBQuspKTExo4dazfffLP19PTk4Igyd9VVV9m4ceOsuLjYTj75ZLvqqqvs/fffd9Z/+eWX9v3vf99GjRplI0aMsG9+85u2b9++mG14+fgjfvOb35gka21tjVleiOfASy+95HreL1682My+mkp9++23WyAQML/fb3PmzDnmffn0009t0aJFNnLkSCstLbVrrrnGDhw4EFPn7bfftgsvvND8fr+dfPLJtnLlyoE6xJSSvQd79uxJ+Lshcm+glpYWq6qqsrKyMhs+fLideeaZ9tOf/jTmA94sf9+DZMf/xRdf2Ny5c+2kk06yYcOG2aRJk+zaa6895o/WQj4HIh588EErKSmxzs7OY17v9XPAjc/MrF+7eAAAALKsoMbAAACAwYEAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPIcAAwAAPOd/AUpVsJj4VmZoAAAAAElFTkSuQmCC\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        "import fast\n",
        "\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# Extract patches from WSI and corresponding GT and display them together\n",
        "filename = dataset[\"part_02\"][\"image\"][0]\n",
        "gt_filename = \"/\".join(annotations[\"annotations\"][\"image\"][0].split(\"/\")[:-1]) + \"/\" + filename.split(\"/\")[-1].split(\".\")[0] + \".tiff\"\n",
        "\n",
        "importer = fast.WholeSlideImageImporter.create(filename)\n",
        "gt_importer = fast.TIFFImagePyramidImporter.create(gt_filename)\n",
        "\n",
        "patchGenerator = fast.PatchGenerator.create(1024, 1024, level=3, overlapPercent=0)\\\n",
        "    .connect(0, importer)\n",
        "\n",
        "gt_patchGenerator = fast.PatchGenerator.create(1024, 1024, level=3, overlapPercent=0)\\\n",
        "    .connect(0, gt_importer)\n",
        "\n",
        "patch_list = []\n",
        "for patch, gt_patch in zip(fast.DataStream(patchGenerator), fast.DataStream(gt_patchGenerator)):\n",
        "    patch_list.append([patch, gt_patch])\n",
        "    if len(patch_list) == 8:\n",
        "        break\n",
        "\n",
        "f, axes = plt.subplots(4, 4, figsize=(10, 10))\n",
        "for i in range(4):\n",
        "    for j in range(2):\n",
        "        axes[i, int(2 * j)].imshow(patch_list[i + int(2 * j)][0])\n",
        "        axes[i, int(2 * j) + 1].imshow(patch_list[i + int(2 * j)][1], cmap=\"gray\")\n",
        "        axes[i, int(2 * j)].axis(\"off\")\n",
        "        axes[i, int(2 * j) + 1].axis(\"off\")\n",
        "patch_list.clear()\n",
        "\n",
        "plt.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 807
        },
        "id": "SXC9-7kPxKpz",
        "outputId": "4befe0e4-8589-4825-af55-5d685742d2eb"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x1000 with 16 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}