PubChem_SMILES.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "name": "PubChem SMILES.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "machine_shape": "hm"
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ax8VmvsECF-B"
      },
      "source": [
        "# Download & Unzip Data"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "cvjBw1pyW1_o",
        "outputId": "2bd61bd0-15e0-4b24-c5b3-35ccf1ad33d8"
      },
      "source": [
        "!wget -m ftp://ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2021-05-03 18:00:11--  ftp://ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz\n",
            "           => ‘ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/.listing’\n",
            "Resolving ftp.ncbi.nlm.nih.gov (ftp.ncbi.nlm.nih.gov)... 130.14.250.10, 165.112.9.230, 2607:f220:41e:250::11, ...\n",
            "Connecting to ftp.ncbi.nlm.nih.gov (ftp.ncbi.nlm.nih.gov)|130.14.250.10|:21... connected.\n",
            "Logging in as anonymous ... Logged in!\n",
            "==> SYST ... done.    ==> PWD ... done.\n",
            "==> TYPE I ... done.  ==> CWD (1) /pubchem/Compound/Extras ... done.\n",
            "==> PASV ... done.    ==> LIST ... done.\n",
            "\n",
            "\r          ftp.ncbi.     [<=>                 ]       0  --.-KB/s               \rftp.ncbi.nlm.nih.go     [ <=>                ]   2.32K  --.-KB/s    in 0.009s  \n",
            "\n",
            "2021-05-03 18:00:11 (250 KB/s) - ‘ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/.listing’ saved [2380]\n",
            "\n",
            "--2021-05-03 18:00:11--  ftp://ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz\n",
            "           => ‘ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz’\n",
            "==> CWD not required.\n",
            "==> PASV ... done.    ==> RETR CID-SMILES.gz ... done.\n",
            "Length: 1184921698 (1.1G)\n",
            "\n",
            "ftp.ncbi.nlm.nih.go 100%[===================>]   1.10G  87.9MB/s    in 15s     \n",
            "\n",
            "2021-05-03 18:00:26 (75.6 MB/s) - ‘ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz’ saved [1184921698]\n",
            "\n",
            "FINISHED --2021-05-03 18:00:26--\n",
            "Total wall clock time: 15s\n",
            "Downloaded: 2 files, 1.1G in 15s (75.6 MB/s)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "wvbPZ8zLXhb7"
      },
      "source": [
        "!mv ftp.ncbi.nlm.nih.gov/pubchem/Compound/Extras/CID-SMILES.gz /content/"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "B7N5NqKFXje5"
      },
      "source": [
        "!gzip -d CID-SMILES.gz"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yooJmZMuUquU",
        "outputId": "c06b899a-3a2d-4b91-e71e-21336b30b42e"
      },
      "source": [
        "%%bash\n",
        "wget -c https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh\n",
        "chmod +x Miniconda3-latest-Linux-x86_64.sh\n",
        "./Miniconda3-latest-Linux-x86_64.sh -b -f -p /usr/local\n",
        "conda config --set always_yes yes --set changeps1 no\n",
        "conda install -q -y -c conda-forge python=3.7\n",
        "conda install -q -y -c conda-forge rdkit==2020.09.2 "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "PREFIX=/usr/local\n",
            "Unpacking payload ...\n",
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "  added / updated specs:\n",
            "    - _libgcc_mutex==0.1=main\n",
            "    - brotlipy==0.7.0=py38h27cfd23_1003\n",
            "    - ca-certificates==2020.10.14=0\n",
            "    - certifi==2020.6.20=pyhd3eb1b0_3\n",
            "    - cffi==1.14.3=py38h261ae71_2\n",
            "    - chardet==3.0.4=py38h06a4308_1003\n",
            "    - conda-package-handling==1.7.2=py38h03888b9_0\n",
            "    - conda==4.9.2=py38h06a4308_0\n",
            "    - cryptography==3.2.1=py38h3c74f83_1\n",
            "    - idna==2.10=py_0\n",
            "    - ld_impl_linux-64==2.33.1=h53a641e_7\n",
            "    - libedit==3.1.20191231=h14c3975_1\n",
            "    - libffi==3.3=he6710b0_2\n",
            "    - libgcc-ng==9.1.0=hdf63c60_0\n",
            "    - libstdcxx-ng==9.1.0=hdf63c60_0\n",
            "    - ncurses==6.2=he6710b0_1\n",
            "    - openssl==1.1.1h=h7b6447c_0\n",
            "    - pip==20.2.4=py38h06a4308_0\n",
            "    - pycosat==0.6.3=py38h7b6447c_1\n",
            "    - pycparser==2.20=py_2\n",
            "    - pyopenssl==19.1.0=pyhd3eb1b0_1\n",
            "    - pysocks==1.7.1=py38h06a4308_0\n",
            "    - python==3.8.5=h7579374_1\n",
            "    - readline==8.0=h7b6447c_0\n",
            "    - requests==2.24.0=py_0\n",
            "    - ruamel_yaml==0.15.87=py38h7b6447c_1\n",
            "    - setuptools==50.3.1=py38h06a4308_1\n",
            "    - six==1.15.0=py38h06a4308_0\n",
            "    - sqlite==3.33.0=h62c20be_0\n",
            "    - tk==8.6.10=hbc83047_0\n",
            "    - tqdm==4.51.0=pyhd3eb1b0_0\n",
            "    - urllib3==1.25.11=py_0\n",
            "    - wheel==0.35.1=pyhd3eb1b0_0\n",
            "    - xz==5.2.5=h7b6447c_0\n",
            "    - yaml==0.2.5=h7b6447c_0\n",
            "    - zlib==1.2.11=h7b6447c_3\n",
            "\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main\n",
            "  brotlipy           pkgs/main/linux-64::brotlipy-0.7.0-py38h27cfd23_1003\n",
            "  ca-certificates    pkgs/main/linux-64::ca-certificates-2020.10.14-0\n",
            "  certifi            pkgs/main/noarch::certifi-2020.6.20-pyhd3eb1b0_3\n",
            "  cffi               pkgs/main/linux-64::cffi-1.14.3-py38h261ae71_2\n",
            "  chardet            pkgs/main/linux-64::chardet-3.0.4-py38h06a4308_1003\n",
            "  conda              pkgs/main/linux-64::conda-4.9.2-py38h06a4308_0\n",
            "  conda-package-han~ pkgs/main/linux-64::conda-package-handling-1.7.2-py38h03888b9_0\n",
            "  cryptography       pkgs/main/linux-64::cryptography-3.2.1-py38h3c74f83_1\n",
            "  idna               pkgs/main/noarch::idna-2.10-py_0\n",
            "  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.33.1-h53a641e_7\n",
            "  libedit            pkgs/main/linux-64::libedit-3.1.20191231-h14c3975_1\n",
            "  libffi             pkgs/main/linux-64::libffi-3.3-he6710b0_2\n",
            "  libgcc-ng          pkgs/main/linux-64::libgcc-ng-9.1.0-hdf63c60_0\n",
            "  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-9.1.0-hdf63c60_0\n",
            "  ncurses            pkgs/main/linux-64::ncurses-6.2-he6710b0_1\n",
            "  openssl            pkgs/main/linux-64::openssl-1.1.1h-h7b6447c_0\n",
            "  pip                pkgs/main/linux-64::pip-20.2.4-py38h06a4308_0\n",
            "  pycosat            pkgs/main/linux-64::pycosat-0.6.3-py38h7b6447c_1\n",
            "  pycparser          pkgs/main/noarch::pycparser-2.20-py_2\n",
            "  pyopenssl          pkgs/main/noarch::pyopenssl-19.1.0-pyhd3eb1b0_1\n",
            "  pysocks            pkgs/main/linux-64::pysocks-1.7.1-py38h06a4308_0\n",
            "  python             pkgs/main/linux-64::python-3.8.5-h7579374_1\n",
            "  readline           pkgs/main/linux-64::readline-8.0-h7b6447c_0\n",
            "  requests           pkgs/main/noarch::requests-2.24.0-py_0\n",
            "  ruamel_yaml        pkgs/main/linux-64::ruamel_yaml-0.15.87-py38h7b6447c_1\n",
            "  setuptools         pkgs/main/linux-64::setuptools-50.3.1-py38h06a4308_1\n",
            "  six                pkgs/main/linux-64::six-1.15.0-py38h06a4308_0\n",
            "  sqlite             pkgs/main/linux-64::sqlite-3.33.0-h62c20be_0\n",
            "  tk                 pkgs/main/linux-64::tk-8.6.10-hbc83047_0\n",
            "  tqdm               pkgs/main/noarch::tqdm-4.51.0-pyhd3eb1b0_0\n",
            "  urllib3            pkgs/main/noarch::urllib3-1.25.11-py_0\n",
            "  wheel              pkgs/main/noarch::wheel-0.35.1-pyhd3eb1b0_0\n",
            "  xz                 pkgs/main/linux-64::xz-5.2.5-h7b6447c_0\n",
            "  yaml               pkgs/main/linux-64::yaml-0.2.5-h7b6447c_0\n",
            "  zlib               pkgs/main/linux-64::zlib-1.2.11-h7b6447c_3\n",
            "\n",
            "\n",
            "Preparing transaction: ...working... done\n",
            "Executing transaction: ...working... done\n",
            "installation finished.\n",
            "WARNING:\n",
            "    You currently have a PYTHONPATH environment variable set. This may cause\n",
            "    unexpected behavior when running the Python interpreter in Miniconda3.\n",
            "    For best results, please verify that your PYTHONPATH only points to\n",
            "    directories of packages that are compatible with the Python interpreter\n",
            "    in Miniconda3: /usr/local\n",
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "  added / updated specs:\n",
            "    - python=3.7\n",
            "\n",
            "\n",
            "The following packages will be downloaded:\n",
            "\n",
            "    package                    |            build\n",
            "    ---------------------------|-----------------\n",
            "    brotlipy-0.7.0             |py37hb5d75c8_1001         346 KB  conda-forge\n",
            "    ca-certificates-2020.12.5  |       ha878542_0         137 KB  conda-forge\n",
            "    certifi-2020.12.5          |   py37h89c1867_1         143 KB  conda-forge\n",
            "    cffi-1.14.5                |   py37h261ae71_0         224 KB\n",
            "    chardet-3.0.4              |py37he5f6b98_1008         170 KB  conda-forge\n",
            "    conda-4.10.1               |   py37h89c1867_0         3.1 MB  conda-forge\n",
            "    conda-package-handling-1.7.3|   py37h27cfd23_1         881 KB\n",
            "    cryptography-3.4.7         |   py37h5d9358c_0         1.1 MB  conda-forge\n",
            "    openssl-1.1.1k             |       h27cfd23_0         2.5 MB\n",
            "    pip-21.1.1                 |     pyhd8ed1ab_0         1.1 MB  conda-forge\n",
            "    pycosat-0.6.3              |py37hb5d75c8_1005         107 KB  conda-forge\n",
            "    pysocks-1.7.1              |   py37h89c1867_3          27 KB  conda-forge\n",
            "    python-3.7.10              |       hdb3f193_0        45.2 MB\n",
            "    python_abi-3.7             |          1_cp37m           4 KB  conda-forge\n",
            "    ruamel_yaml-0.15.80        |py37hb5d75c8_1003         252 KB  conda-forge\n",
            "    setuptools-49.6.0          |   py37h89c1867_3         947 KB  conda-forge\n",
            "    six-1.15.0                 |     pyh9f0ad1d_0          14 KB  conda-forge\n",
            "    ------------------------------------------------------------\n",
            "                                           Total:        56.1 MB\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  python_abi         conda-forge/linux-64::python_abi-3.7-1_cp37m\n",
            "\n",
            "The following packages will be UPDATED:\n",
            "\n",
            "  ca-certificates    pkgs/main::ca-certificates-2020.10.14~ --> conda-forge::ca-certificates-2020.12.5-ha878542_0\n",
            "  certifi            pkgs/main/noarch::certifi-2020.6.20-p~ --> conda-forge/linux-64::certifi-2020.12.5-py37h89c1867_1\n",
            "  cffi                                1.14.3-py38h261ae71_2 --> 1.14.5-py37h261ae71_0\n",
            "  chardet            pkgs/main::chardet-3.0.4-py38h06a4308~ --> conda-forge::chardet-3.0.4-py37he5f6b98_1008\n",
            "  conda               pkgs/main::conda-4.9.2-py38h06a4308_0 --> conda-forge::conda-4.10.1-py37h89c1867_0\n",
            "  conda-package-han~                   1.7.2-py38h03888b9_0 --> 1.7.3-py37h27cfd23_1\n",
            "  cryptography       pkgs/main::cryptography-3.2.1-py38h3c~ --> conda-forge::cryptography-3.4.7-py37h5d9358c_0\n",
            "  openssl                                 1.1.1h-h7b6447c_0 --> 1.1.1k-h27cfd23_0\n",
            "  pip                pkgs/main/linux-64::pip-20.2.4-py38h0~ --> conda-forge/noarch::pip-21.1.1-pyhd8ed1ab_0\n",
            "  pycosat            pkgs/main::pycosat-0.6.3-py38h7b6447c~ --> conda-forge::pycosat-0.6.3-py37hb5d75c8_1005\n",
            "  pysocks            pkgs/main::pysocks-1.7.1-py38h06a4308~ --> conda-forge::pysocks-1.7.1-py37h89c1867_3\n",
            "\n",
            "The following packages will be SUPERSEDED by a higher-priority channel:\n",
            "\n",
            "  brotlipy           pkgs/main::brotlipy-0.7.0-py38h27cfd2~ --> conda-forge::brotlipy-0.7.0-py37hb5d75c8_1001\n",
            "  ruamel_yaml        pkgs/main::ruamel_yaml-0.15.87-py38h7~ --> conda-forge::ruamel_yaml-0.15.80-py37hb5d75c8_1003\n",
            "  setuptools         pkgs/main::setuptools-50.3.1-py38h06a~ --> conda-forge::setuptools-49.6.0-py37h89c1867_3\n",
            "  six                pkgs/main/linux-64::six-1.15.0-py38h0~ --> conda-forge/noarch::six-1.15.0-pyh9f0ad1d_0\n",
            "\n",
            "The following packages will be DOWNGRADED:\n",
            "\n",
            "  python                                   3.8.5-h7579374_1 --> 3.7.10-hdb3f193_0\n",
            "\n",
            "\n",
            "Preparing transaction: ...working... done\n",
            "Verifying transaction: ...working... done\n",
            "Executing transaction: ...working... done\n",
            "Collecting package metadata (current_repodata.json): ...working... done\n",
            "Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.\n",
            "Collecting package metadata (repodata.json): ...working... done\n",
            "Solving environment: ...working... done\n",
            "\n",
            "## Package Plan ##\n",
            "\n",
            "  environment location: /usr/local\n",
            "\n",
            "  added / updated specs:\n",
            "    - rdkit==2020.09.2\n",
            "\n",
            "\n",
            "The following packages will be downloaded:\n",
            "\n",
            "    package                    |            build\n",
            "    ---------------------------|-----------------\n",
            "    boost-1.74.0               |   py37he5a615d_2         335 KB  conda-forge\n",
            "    boost-cpp-1.74.0           |       h9359b55_0        16.4 MB  conda-forge\n",
            "    bzip2-1.0.8                |       h516909a_3         398 KB  conda-forge\n",
            "    cairo-1.16.0               |    h3fc0475_1005         1.5 MB  conda-forge\n",
            "    cycler-0.10.0              |             py_2           9 KB  conda-forge\n",
            "    fontconfig-2.13.1          |    h7e3eb15_1002         324 KB  conda-forge\n",
            "    freetype-2.10.4            |       h7ca028e_0         912 KB  conda-forge\n",
            "    glib-2.68.1                |       h36276a3_0         3.0 MB\n",
            "    icu-67.1                   |       he1b5a44_0        12.9 MB  conda-forge\n",
            "    jpeg-9d                    |       h36c2ea0_0         264 KB  conda-forge\n",
            "    kiwisolver-1.3.1           |   py37hc928c03_0          86 KB  conda-forge\n",
            "    lcms2-2.11                 |       hcbb858e_1         434 KB  conda-forge\n",
            "    libblas-3.9.0              |       8_openblas          11 KB  conda-forge\n",
            "    libcblas-3.9.0             |       8_openblas          11 KB  conda-forge\n",
            "    libgfortran-ng-7.5.0       |      h14aa051_19          22 KB  conda-forge\n",
            "    libgfortran4-7.5.0         |      h14aa051_19         1.3 MB  conda-forge\n",
            "    libiconv-1.16              |       h516909a_0         1.4 MB  conda-forge\n",
            "    liblapack-3.9.0            |       8_openblas          11 KB  conda-forge\n",
            "    libopenblas-0.3.12         |pthreads_hb3c22a3_1         8.2 MB  conda-forge\n",
            "    libpng-1.6.37              |       h21135ba_2         306 KB  conda-forge\n",
            "    libtiff-4.1.0              |       hc3755c2_3         568 KB  conda-forge\n",
            "    libuuid-2.32.1             |    h14c3975_1000          26 KB  conda-forge\n",
            "    libxcb-1.13                |    h14c3975_1002         396 KB  conda-forge\n",
            "    libxml2-2.9.10             |       h68273f3_2         1.3 MB  conda-forge\n",
            "    lz4-c-1.9.2                |       he1b5a44_3         203 KB  conda-forge\n",
            "    matplotlib-base-3.3.3      |   py37h4f6019d_0         6.7 MB  conda-forge\n",
            "    numpy-1.19.4               |   py37h7e9df27_1         5.2 MB  conda-forge\n",
            "    olefile-0.46               |     pyh9f0ad1d_1          32 KB  conda-forge\n",
            "    pandas-1.1.4               |   py37h10a2094_0        10.5 MB  conda-forge\n",
            "    pcre-8.44                  |       he1b5a44_0         261 KB  conda-forge\n",
            "    pillow-8.0.1               |   py37h63a5d19_0         689 KB  conda-forge\n",
            "    pixman-0.38.0              |    h516909a_1003         594 KB  conda-forge\n",
            "    pthread-stubs-0.4          |    h36c2ea0_1001           5 KB  conda-forge\n",
            "    pycairo-1.20.0             |   py37h01af8b0_1          77 KB  conda-forge\n",
            "    pyparsing-2.4.7            |     pyh9f0ad1d_0          60 KB  conda-forge\n",
            "    python-dateutil-2.8.1      |             py_0         220 KB  conda-forge\n",
            "    pytz-2021.1                |     pyhd8ed1ab_0         239 KB  conda-forge\n",
            "    rdkit-2020.09.2            |   py37h713bca6_0        25.7 MB  conda-forge\n",
            "    reportlab-3.5.55           |   py37hbf381c1_0         2.4 MB  conda-forge\n",
            "    sqlalchemy-1.3.20          |   py37h8f50634_0         1.8 MB  conda-forge\n",
            "    tornado-6.1                |   py37h4abf009_0         645 KB  conda-forge\n",
            "    xorg-kbproto-1.0.7         |    h14c3975_1002          26 KB  conda-forge\n",
            "    xorg-libice-1.0.10         |       h516909a_0          57 KB  conda-forge\n",
            "    xorg-libsm-1.2.3           |    h84519dc_1000          25 KB  conda-forge\n",
            "    xorg-libx11-1.6.12         |       h516909a_0         917 KB  conda-forge\n",
            "    xorg-libxau-1.0.9          |       h14c3975_0          13 KB  conda-forge\n",
            "    xorg-libxdmcp-1.1.3        |       h516909a_0          18 KB  conda-forge\n",
            "    xorg-libxext-1.3.4         |       h516909a_0          51 KB  conda-forge\n",
            "    xorg-libxrender-0.9.10     |    h516909a_1002          31 KB  conda-forge\n",
            "    xorg-renderproto-0.11.1    |    h14c3975_1002           8 KB  conda-forge\n",
            "    xorg-xextproto-7.3.0       |    h14c3975_1002          27 KB  conda-forge\n",
            "    xorg-xproto-7.0.31         |    h14c3975_1007          72 KB  conda-forge\n",
            "    zstd-1.4.5                 |       h6597ccf_2         712 KB  conda-forge\n",
            "    ------------------------------------------------------------\n",
            "                                           Total:       107.0 MB\n",
            "\n",
            "The following NEW packages will be INSTALLED:\n",
            "\n",
            "  boost              conda-forge/linux-64::boost-1.74.0-py37he5a615d_2\n",
            "  boost-cpp          conda-forge/linux-64::boost-cpp-1.74.0-h9359b55_0\n",
            "  bzip2              conda-forge/linux-64::bzip2-1.0.8-h516909a_3\n",
            "  cairo              conda-forge/linux-64::cairo-1.16.0-h3fc0475_1005\n",
            "  cycler             conda-forge/noarch::cycler-0.10.0-py_2\n",
            "  fontconfig         conda-forge/linux-64::fontconfig-2.13.1-h7e3eb15_1002\n",
            "  freetype           conda-forge/linux-64::freetype-2.10.4-h7ca028e_0\n",
            "  glib               pkgs/main/linux-64::glib-2.68.1-h36276a3_0\n",
            "  icu                conda-forge/linux-64::icu-67.1-he1b5a44_0\n",
            "  jpeg               conda-forge/linux-64::jpeg-9d-h36c2ea0_0\n",
            "  kiwisolver         conda-forge/linux-64::kiwisolver-1.3.1-py37hc928c03_0\n",
            "  lcms2              conda-forge/linux-64::lcms2-2.11-hcbb858e_1\n",
            "  libblas            conda-forge/linux-64::libblas-3.9.0-8_openblas\n",
            "  libcblas           conda-forge/linux-64::libcblas-3.9.0-8_openblas\n",
            "  libgfortran-ng     conda-forge/linux-64::libgfortran-ng-7.5.0-h14aa051_19\n",
            "  libgfortran4       conda-forge/linux-64::libgfortran4-7.5.0-h14aa051_19\n",
            "  libiconv           conda-forge/linux-64::libiconv-1.16-h516909a_0\n",
            "  liblapack          conda-forge/linux-64::liblapack-3.9.0-8_openblas\n",
            "  libopenblas        conda-forge/linux-64::libopenblas-0.3.12-pthreads_hb3c22a3_1\n",
            "  libpng             conda-forge/linux-64::libpng-1.6.37-h21135ba_2\n",
            "  libtiff            conda-forge/linux-64::libtiff-4.1.0-hc3755c2_3\n",
            "  libuuid            conda-forge/linux-64::libuuid-2.32.1-h14c3975_1000\n",
            "  libxcb             conda-forge/linux-64::libxcb-1.13-h14c3975_1002\n",
            "  libxml2            conda-forge/linux-64::libxml2-2.9.10-h68273f3_2\n",
            "  lz4-c              conda-forge/linux-64::lz4-c-1.9.2-he1b5a44_3\n",
            "  matplotlib-base    conda-forge/linux-64::matplotlib-base-3.3.3-py37h4f6019d_0\n",
            "  numpy              conda-forge/linux-64::numpy-1.19.4-py37h7e9df27_1\n",
            "  olefile            conda-forge/noarch::olefile-0.46-pyh9f0ad1d_1\n",
            "  pandas             conda-forge/linux-64::pandas-1.1.4-py37h10a2094_0\n",
            "  pcre               conda-forge/linux-64::pcre-8.44-he1b5a44_0\n",
            "  pillow             conda-forge/linux-64::pillow-8.0.1-py37h63a5d19_0\n",
            "  pixman             conda-forge/linux-64::pixman-0.38.0-h516909a_1003\n",
            "  pthread-stubs      conda-forge/linux-64::pthread-stubs-0.4-h36c2ea0_1001\n",
            "  pycairo            conda-forge/linux-64::pycairo-1.20.0-py37h01af8b0_1\n",
            "  pyparsing          conda-forge/noarch::pyparsing-2.4.7-pyh9f0ad1d_0\n",
            "  python-dateutil    conda-forge/noarch::python-dateutil-2.8.1-py_0\n",
            "  pytz               conda-forge/noarch::pytz-2021.1-pyhd8ed1ab_0\n",
            "  rdkit              conda-forge/linux-64::rdkit-2020.09.2-py37h713bca6_0\n",
            "  reportlab          conda-forge/linux-64::reportlab-3.5.55-py37hbf381c1_0\n",
            "  sqlalchemy         conda-forge/linux-64::sqlalchemy-1.3.20-py37h8f50634_0\n",
            "  tornado            conda-forge/linux-64::tornado-6.1-py37h4abf009_0\n",
            "  xorg-kbproto       conda-forge/linux-64::xorg-kbproto-1.0.7-h14c3975_1002\n",
            "  xorg-libice        conda-forge/linux-64::xorg-libice-1.0.10-h516909a_0\n",
            "  xorg-libsm         conda-forge/linux-64::xorg-libsm-1.2.3-h84519dc_1000\n",
            "  xorg-libx11        conda-forge/linux-64::xorg-libx11-1.6.12-h516909a_0\n",
            "  xorg-libxau        conda-forge/linux-64::xorg-libxau-1.0.9-h14c3975_0\n",
            "  xorg-libxdmcp      conda-forge/linux-64::xorg-libxdmcp-1.1.3-h516909a_0\n",
            "  xorg-libxext       conda-forge/linux-64::xorg-libxext-1.3.4-h516909a_0\n",
            "  xorg-libxrender    conda-forge/linux-64::xorg-libxrender-0.9.10-h516909a_1002\n",
            "  xorg-renderproto   conda-forge/linux-64::xorg-renderproto-0.11.1-h14c3975_1002\n",
            "  xorg-xextproto     conda-forge/linux-64::xorg-xextproto-7.3.0-h14c3975_1002\n",
            "  xorg-xproto        conda-forge/linux-64::xorg-xproto-7.0.31-h14c3975_1007\n",
            "  zstd               conda-forge/linux-64::zstd-1.4.5-h6597ccf_2\n",
            "\n",
            "\n",
            "Preparing transaction: ...working... done\n",
            "Verifying transaction: ...working... done\n",
            "Executing transaction: ...working... done\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "--2021-05-03 18:01:39--  https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh\n",
            "Resolving repo.continuum.io (repo.continuum.io)... 104.18.200.79, 104.18.201.79, 2606:4700::6812:c84f, ...\n",
            "Connecting to repo.continuum.io (repo.continuum.io)|104.18.200.79|:443... connected.\n",
            "HTTP request sent, awaiting response... 301 Moved Permanently\n",
            "Location: https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh [following]\n",
            "--2021-05-03 18:01:43--  https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh\n",
            "Resolving repo.anaconda.com (repo.anaconda.com)... 104.16.130.3, 104.16.131.3, 2606:4700::6810:8203, ...\n",
            "Connecting to repo.anaconda.com (repo.anaconda.com)|104.16.130.3|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 94235922 (90M) [application/x-sh]\n",
            "Saving to: ‘Miniconda3-latest-Linux-x86_64.sh’\n",
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            "  7650K .......... .......... .......... .......... ..........  8%  346M 3s\n",
            "  7700K .......... .......... .......... .......... ..........  8% 14.1M 3s\n",
            "  7750K .......... .......... .......... .......... ..........  8%  289M 3s\n",
            "  7800K .......... .......... .......... .......... ..........  8%  318M 3s\n",
            "  7850K .......... .......... .......... .......... ..........  8%  248M 3s\n",
            "  7900K .......... .......... .......... .......... ..........  8%  332M 3s\n",
            "  7950K .......... .......... .......... .......... ..........  8%  247M 3s\n",
            "  8000K .......... .......... .......... .......... ..........  8%  363M 2s\n",
            "  8050K .......... .......... .......... .......... ..........  8%  307M 2s\n",
            "  8100K .......... .......... .......... .......... ..........  8%  337M 2s\n",
            "  8150K .......... .......... .......... .......... ..........  8%  287M 2s\n",
            "  8200K .......... .......... .......... .......... ..........  8%  345M 2s\n",
            "  8250K .......... .......... .......... .......... ..........  9%  341M 2s\n",
            "  8300K .......... .......... .......... .......... ..........  9%  345M 2s\n",
            "  8350K .......... .......... .......... .......... ..........  9%  281M 2s\n",
            "  8400K .......... .......... .......... .......... ..........  9%  352M 2s\n",
            "  8450K .......... .......... .......... .......... ..........  9%  215M 2s\n",
            "  8500K .......... .......... .......... .......... ..........  9%  334M 2s\n",
            "  8550K .......... .......... .......... .......... ..........  9%  300M 2s\n",
            "  8600K .......... .......... .......... .......... ..........  9% 52.4M 2s\n",
            "  8650K .......... .......... .......... .......... ..........  9%  313M 2s\n",
            "  8700K .......... .......... .......... .......... ..........  9%  333M 2s\n",
            "  8750K .......... .......... .......... .......... ..........  9%  295M 2s\n",
            "  8800K .......... .......... .......... .......... ..........  9%  385M 2s\n",
            "  8850K .......... .......... .......... .......... ..........  9% 10.0M 2s\n",
            "  8900K .......... .......... .......... .......... ..........  9%  237M 2s\n",
            "  8950K .......... .......... .......... .......... ..........  9%  294M 2s\n",
            "  9000K .......... .......... .......... .......... ..........  9%  321M 2s\n",
            "  9050K .......... .......... .......... .......... ..........  9% 8.42M 2s\n",
            "  9100K .......... .......... .......... .......... ..........  9%  293M 2s\n",
            "  9150K .......... .......... .......... .......... ..........  9%  252M 2s\n",
            "  9200K .......... .......... .......... .......... .......... 10%  341M 2s\n",
            "  9250K .......... .......... .......... .......... .......... 10%  335M 2s\n",
            "  9300K .......... .......... .......... .......... .......... 10%  333M 2s\n",
            "  9350K .......... .......... .......... .......... .......... 10%  256M 2s\n",
            "  9400K .......... .......... .......... .......... .......... 10%  335M 2s\n",
            "  9450K .......... .......... .......... .......... .......... 10%  342M 2s\n",
            "  9500K .......... .......... .......... .......... .......... 10%  355M 2s\n",
            "  9550K .......... .......... .......... .......... .......... 10%  289M 2s\n",
            "  9600K .......... .......... .......... .......... .......... 10% 11.5M 2s\n",
            "  9650K .......... .......... .......... .......... .......... 10%  233M 2s\n",
            "  9700K .......... .......... .......... .......... .......... 10%  350M 2s\n",
            "  9750K .......... .......... .......... .......... .......... 10%  302M 2s\n",
            "  9800K .......... .......... .......... .......... .......... 10%  360M 2s\n",
            "  9850K .......... .......... .......... .......... .......... 10% 5.13M 2s\n",
            "  9900K .......... .......... .......... .......... .......... 10%  306M 2s\n",
            "  9950K .......... .......... .......... .......... .......... 10%  229M 2s\n",
            " 10000K .......... .......... .......... .......... .......... 10%  284M 2s\n",
            " 10050K .......... .......... .......... .......... .......... 10%  315M 2s\n",
            " 10100K .......... .......... .......... .......... .......... 11%  362M 2s\n",
            " 10150K .......... .......... .......... .......... .......... 11%  305M 2s\n",
            " 10200K .......... .......... .......... .......... .......... 11% 5.90M 2s\n",
            " 10250K .......... .......... .......... .......... .......... 11%  281M 2s\n",
            " 10300K .......... .......... .......... .......... .......... 11%  321M 2s\n",
            " 10350K .......... .......... .......... .......... .......... 11%  276M 2s\n",
            " 10400K .......... .......... .......... .......... .......... 11%  325M 2s\n",
            " 10450K .......... .......... .......... .......... .......... 11% 5.66M 2s\n",
            " 10500K .......... .......... .......... .......... .......... 11%  307M 2s\n",
            " 10550K .......... .......... .......... .......... .......... 11%  278M 2s\n",
            " 10600K .......... .......... .......... .......... .......... 11%  329M 2s\n",
            " 10650K .......... .......... .......... .......... .......... 11% 8.57M 2s\n",
            " 10700K .......... .......... .......... .......... .......... 11%  199M 2s\n",
            " 10750K .......... .......... .......... .......... .......... 11%  230M 2s\n",
            " 10800K .......... .......... .......... .......... .......... 11%  401M 2s\n",
            " 10850K .......... .......... .......... .......... .......... 11%  357M 2s\n",
            " 10900K .......... .......... .......... .......... .......... 11% 92.9M 2s\n",
            " 10950K .......... .......... .......... .......... .......... 11%  209M 2s\n",
            " 11000K .......... .......... .......... .......... .......... 12%  284M 2s\n",
            " 11050K .......... .......... .......... .......... .......... 12%  345M 2s\n",
            " 11100K .......... .......... .......... .......... .......... 12%  363M 2s\n",
            " 11150K .......... .......... .......... .......... .......... 12% 13.2M 2s\n",
            " 11200K .......... .......... .......... .......... .......... 12%  188M 2s\n",
            " 11250K .......... .......... .......... .......... .......... 12%  212M 2s\n",
            " 11300K .......... .......... .......... .......... .......... 12%  234M 2s\n",
            " 11350K .......... .......... .......... .......... .......... 12%  315M 2s\n",
            " 11400K .......... .......... .......... .......... .......... 12% 11.5M 2s\n",
            " 11450K .......... .......... .......... .......... .......... 12%  230M 2s\n",
            " 11500K .......... .......... .......... .......... .......... 12%  207M 2s\n",
            " 11550K .......... .......... .......... .......... .......... 12%  192M 2s\n",
            " 11600K .......... .......... .......... .......... .......... 12%  209M 2s\n",
            " 11650K .......... .......... .......... .......... .......... 12%  337M 2s\n",
            " 11700K .......... .......... .......... .......... .......... 12%  351M 2s\n",
            " 11750K .......... .......... .......... .......... .......... 12%  296M 2s\n",
            " 11800K .......... .......... .......... .......... .......... 12%  146M 2s\n",
            " 11850K .......... .......... .......... .......... .......... 12%  216M 2s\n",
            " 11900K .......... .......... .......... .......... .......... 12%  283M 2s\n",
            " 11950K .......... .......... .......... .......... .......... 13%  184M 2s\n",
            " 12000K .......... .......... .......... .......... .......... 13%  215M 2s\n",
            " 12050K .......... .......... .......... .......... .......... 13%  229M 2s\n",
            " 12100K .......... .......... .......... .......... .......... 13%  205M 2s\n",
            " 12150K .......... .......... .......... .......... .......... 13%  198M 2s\n",
            " 12200K .......... .......... .......... .......... .......... 13%  333M 2s\n",
            " 12250K .......... .......... .......... .......... .......... 13%  347M 2s\n",
            " 12300K .......... .......... .......... .......... .......... 13%  351M 2s\n",
            " 12350K .......... .......... .......... .......... .......... 13%  253M 2s\n",
            " 12400K .......... .......... .......... .......... .......... 13%  319M 2s\n",
            " 12450K .......... .......... .......... .......... .......... 13%  301M 2s\n",
            " 12500K .......... .......... .......... .......... .......... 13% 62.2M 2s\n",
            " 12550K .......... .......... .......... .......... .......... 13%  183M 2s\n",
            " 12600K .......... .......... .......... .......... .......... 13%  211M 2s\n",
            " 12650K .......... .......... .......... .......... .......... 13%  334M 2s\n",
            " 12700K .......... .......... .......... .......... .......... 13% 12.3M 2s\n",
            " 12750K .......... .......... .......... .......... .......... 13%  186M 2s\n",
            " 12800K .......... .......... .......... .......... .......... 13%  197M 2s\n",
            " 12850K .......... .......... .......... .......... .......... 14%  270M 2s\n",
            " 12900K .......... .......... .......... .......... .......... 14%  293M 2s\n",
            " 12950K .......... .......... .......... .......... .......... 14% 12.5M 2s\n",
            " 13000K .......... .......... .......... .......... .......... 14%  214M 2s\n",
            " 13050K .......... .......... .......... .......... .......... 14%  213M 2s\n",
            " 13100K .......... .......... .......... .......... .......... 14%  317M 2s\n",
            " 13150K .......... .......... .......... .......... .......... 14%  271M 2s\n",
            " 13200K .......... .......... .......... .......... .......... 14% 27.3M 2s\n",
            " 13250K .......... .......... .......... .......... .......... 14%  197M 2s\n",
            " 13300K .......... .......... .......... .......... .......... 14%  250M 2s\n",
            " 13350K .......... .......... .......... .......... .......... 14%  255M 2s\n",
            " 13400K .......... .......... .......... .......... .......... 14% 7.32M 2s\n",
            " 13450K .......... .......... .......... .......... .......... 14%  201M 2s\n",
            " 13500K .......... .......... .......... .......... .......... 14%  250M 2s\n",
            " 13550K .......... .......... .......... .......... .......... 14%  262M 2s\n",
            " 13600K .......... .......... .......... .......... .......... 14%  355M 2s\n",
            " 13650K .......... .......... .......... .......... .......... 14% 5.94M 2s\n",
            " 13700K .......... .......... .......... .......... .......... 14%  188M 2s\n",
            " 13750K .......... .......... .......... .......... .......... 14%  208M 2s\n",
            " 13800K .......... .......... .......... .......... .......... 15%  333M 2s\n",
            " 13850K .......... .......... .......... .......... .......... 15% 12.7M 2s\n",
            " 13900K .......... .......... .......... .......... .......... 15%  207M 2s\n",
            " 13950K .......... .......... .......... .......... .......... 15%  160M 2s\n",
            " 14000K .......... .......... .......... .......... .......... 15%  327M 2s\n",
            " 14050K .......... .......... .......... .......... .......... 15%  303M 2s\n",
            " 14100K .......... .......... .......... .......... .......... 15% 10.7M 2s\n",
            " 14150K .......... .......... .......... .......... .......... 15%  168M 2s\n",
            " 14200K .......... .......... .......... .......... .......... 15%  328M 2s\n",
            " 14250K .......... .......... .......... .......... .......... 15%  364M 2s\n",
            " 14300K .......... .......... .......... .......... .......... 15% 7.27M 2s\n",
            " 14350K .......... .......... .......... .......... .......... 15%  127M 2s\n",
            " 14400K .......... .......... .......... .......... .......... 15%  214M 2s\n",
            " 14450K .......... .......... .......... .......... .......... 15%  288M 2s\n",
            " 14500K .......... .......... .......... .......... .......... 15%  317M 2s\n",
            " 14550K .......... .......... .......... .......... .......... 15%  298M 2s\n",
            " 14600K .......... .......... .......... .......... .......... 15%  362M 2s\n",
            " 14650K .......... .......... .......... .......... .......... 15% 13.1M 2s\n",
            " 14700K .......... .......... .......... .......... .......... 16%  219M 2s\n",
            " 14750K .......... .......... .......... .......... .......... 16%  310M 2s\n",
            " 14800K .......... .......... .......... .......... .......... 16%  369M 2s\n",
            " 14850K .......... .......... .......... .......... .......... 16% 29.9M 2s\n",
            " 14900K .......... .......... .......... .......... .......... 16%  209M 2s\n",
            " 14950K .......... .......... .......... .......... .......... 16%  222M 2s\n",
            " 15000K .......... .......... .......... .......... .......... 16%  299M 2s\n",
            " 15050K .......... .......... .......... .......... .......... 16%  332M 2s\n",
            " 15100K .......... .......... .......... .......... .......... 16%  328M 2s\n",
            " 15150K .......... .......... .......... .......... .......... 16%  196M 2s\n",
            " 15200K .......... .......... .......... .......... .......... 16%  220M 2s\n",
            " 15250K .......... .......... .......... .......... .......... 16%  287M 2s\n",
            " 15300K .......... .......... .......... .......... .......... 16%  358M 2s\n",
            " 15350K .......... .......... .......... .......... .......... 16%  311M 2s\n",
            " 15400K .......... .......... .......... .......... .......... 16% 7.10M 2s\n",
            " 15450K .......... .......... .......... .......... .......... 16%  202M 2s\n",
            " 15500K .......... .......... .......... .......... .......... 16%  296M 2s\n",
            " 15550K .......... .......... .......... .......... .......... 16%  300M 2s\n",
            " 15600K .......... .......... .......... .......... .......... 17% 17.9M 2s\n",
            " 15650K .......... .......... .......... .......... .......... 17%  210M 2s\n",
            " 15700K .......... .......... .......... .......... .......... 17%  280M 2s\n",
            " 15750K .......... .......... .......... .......... .......... 17%  306M 2s\n",
            " 15800K .......... .......... .......... .......... .......... 17% 34.1M 2s\n",
            " 15850K .......... .......... .......... .......... .......... 17%  210M 2s\n",
            " 15900K .......... .......... .......... .......... .......... 17%  348M 2s\n",
            " 15950K .......... .......... .......... .......... .......... 17%  293M 2s\n",
            " 16000K .......... .......... .......... .......... .......... 17% 12.3M 2s\n",
            " 16050K .......... .......... .......... .......... .......... 17%  197M 2s\n",
            " 16100K .......... .......... .......... .......... .......... 17%  258M 2s\n",
            " 16150K .......... .......... .......... .......... .......... 17%  319M 2s\n",
            " 16200K .......... .......... .......... .......... .......... 17%  351M 2s\n",
            " 16250K .......... .......... .......... .......... .......... 17% 9.83M 2s\n",
            " 16300K .......... .......... .......... .......... .......... 17%  229M 2s\n",
            " 16350K .......... .......... .......... .......... .......... 17%  224M 2s\n",
            " 16400K .......... .......... .......... .......... .......... 17%  341M 2s\n",
            " 16450K .......... .......... .......... .......... .......... 17% 5.92M 2s\n",
            " 16500K .......... .......... .......... .......... .......... 17%  184M 2s\n",
            " 16550K .......... .......... .......... .......... .......... 18%  200M 2s\n",
            " 16600K .......... .......... .......... .......... .......... 18%  249M 2s\n",
            " 16650K .......... .......... .......... .......... .......... 18%  210M 2s\n",
            " 16700K .......... .......... .......... .......... .......... 18%  272M 2s\n",
            " 16750K .......... .......... .......... .......... .......... 18%  276M 2s\n",
            " 16800K .......... .......... .......... .......... .......... 18%  362M 2s\n",
            " 16850K .......... .......... .......... .......... .......... 18%  355M 2s\n",
            " 16900K .......... .......... .......... .......... .......... 18%  336M 2s\n",
            " 16950K .......... .......... .......... .......... .......... 18% 34.0M 2s\n",
            " 17000K .......... .......... .......... .......... .......... 18%  220M 2s\n",
            " 17050K .......... .......... .......... .......... .......... 18%  262M 2s\n",
            " 17100K .......... .......... .......... .......... .......... 18%  280M 2s\n",
            " 17150K .......... .......... .......... .......... .......... 18% 4.53M 2s\n",
            " 17200K .......... .......... .......... .......... .......... 18%  205M 2s\n",
            " 17250K .......... .......... .......... .......... .......... 18%  223M 2s\n",
            " 17300K .......... .......... .......... .......... .......... 18%  351M 2s\n",
            " 17350K .......... .......... .......... .......... .......... 18%  300M 2s\n",
            " 17400K .......... .......... .......... .......... .......... 18% 5.33M 2s\n",
            " 17450K .......... .......... .......... .......... .......... 19%  212M 2s\n",
            " 17500K .......... .......... .......... .......... .......... 19%  270M 2s\n",
            " 17550K .......... .......... .......... .......... .......... 19%  274M 2s\n",
            " 17600K .......... .......... .......... .......... .......... 19% 4.02M 2s\n",
            " 17650K .......... .......... .......... .......... .......... 19%  212M 2s\n",
            " 17700K .......... .......... .......... .......... .......... 19%  338M 2s\n",
            " 17750K .......... .......... .......... .......... .......... 19%  316M 2s\n",
            " 17800K .......... .......... .......... .......... .......... 19%  359M 2s\n",
            " 17850K .......... .......... .......... .......... .......... 19% 9.66M 2s\n",
            " 17900K .......... .......... .......... .......... .......... 19%  224M 2s\n",
            " 17950K .......... .......... .......... .......... .......... 19%  227M 2s\n",
            " 18000K .......... .......... .......... .......... .......... 19%  371M 2s\n",
            " 18050K .......... .......... .......... .......... .......... 19%  379M 2s\n",
            " 18100K .......... .......... .......... .......... .......... 19% 3.45M 2s\n",
            " 18150K .......... .......... .......... .......... .......... 19%  168M 2s\n",
            " 18200K .......... .......... .......... .......... .......... 19%  199M 2s\n",
            " 18250K .......... .......... .......... .......... .......... 19%  345M 2s\n",
            " 18300K .......... .......... .......... .......... .......... 19%  374M 2s\n",
            " 18350K .......... .......... .......... .......... .......... 19% 9.23M 2s\n",
            " 18400K .......... .......... .......... .......... .......... 20%  212M 2s\n",
            " 18450K .......... .......... .......... .......... .......... 20%  203M 2s\n",
            " 18500K .......... .......... .......... .......... .......... 20%  230M 2s\n",
            " 18550K .......... .......... .......... .......... .......... 20%  210M 2s\n",
            " 18600K .......... .......... .......... .......... .......... 20%  232M 2s\n",
            " 18650K .......... .......... .......... .......... .......... 20%  228M 2s\n",
            " 18700K .......... .......... .......... .......... .......... 20%  252M 2s\n",
            " 18750K .......... .......... .......... .......... .......... 20%  188M 2s\n",
            " 18800K .......... .......... .......... .......... .......... 20%  256M 2s\n",
            " 18850K .......... .......... .......... .......... .......... 20%  227M 2s\n",
            " 18900K .......... .......... .......... .......... .......... 20%  220M 2s\n",
            " 18950K .......... .......... .......... .......... .......... 20%  206M 2s\n",
            " 19000K .......... .......... .......... .......... .......... 20%  324M 2s\n",
            " 19050K .......... .......... .......... .......... .......... 20%  354M 2s\n",
            " 19100K .......... .......... .......... .......... .......... 20%  341M 2s\n",
            " 19150K .......... .......... .......... .......... .......... 20%  229M 2s\n",
            " 19200K .......... .......... .......... .......... .......... 20%  211M 2s\n",
            " 19250K .......... .......... .......... .......... .......... 20%  246M 2s\n",
            " 19300K .......... .......... .......... .......... .......... 21%  299M 2s\n",
            " 19350K .......... .......... .......... .......... .......... 21%  295M 2s\n",
            " 19400K .......... .......... .......... .......... .......... 21%  245M 2s\n",
            " 19450K .......... .......... .......... .......... .......... 21%  206M 2s\n",
            " 19500K .......... .......... .......... .......... .......... 21%  187M 2s\n",
            " 19550K .......... .......... .......... .......... .......... 21%  200M 2s\n",
            " 19600K .......... .......... .......... .......... .......... 21%  215M 2s\n",
            " 19650K .......... .......... .......... .......... .......... 21%  219M 2s\n",
            " 19700K .......... .......... .......... .......... .......... 21%  216M 2s\n",
            " 19750K .......... .......... .......... .......... .......... 21%  216M 2s\n",
            " 19800K .......... .......... .......... .......... .......... 21%  240M 2s\n",
            " 19850K .......... .......... .......... .......... .......... 21%  255M 2s\n",
            " 19900K .......... .......... .......... .......... .......... 21%  231M 2s\n",
            " 19950K .......... .......... .......... .......... .......... 21%  223M 2s\n",
            " 20000K .......... .......... .......... .......... .......... 21%  138M 2s\n",
            " 20050K .......... .......... .......... .......... .......... 21%  306M 2s\n",
            " 20100K .......... .......... .......... .......... .......... 21%  330M 2s\n",
            " 20150K .......... .......... .......... .......... .......... 21%  313M 2s\n",
            " 20200K .......... .......... .......... .......... .......... 22%  338M 2s\n",
            " 20250K .......... .......... .......... .......... .......... 22%  358M 2s\n",
            " 20300K .......... .......... .......... .......... .......... 22%  331M 2s\n",
            " 20350K .......... .......... .......... .......... .......... 22%  262M 2s\n",
            " 20400K .......... .......... .......... .......... .......... 22%  306M 2s\n",
            " 20450K .......... .......... .......... .......... .......... 22%  354M 2s\n",
            " 20500K .......... .......... .......... .......... .......... 22%  364M 2s\n",
            " 20550K .......... .......... .......... .......... .......... 22%  313M 2s\n",
            " 20600K .......... .......... .......... .......... .......... 22%  366M 2s\n",
            " 20650K .......... .......... .......... .......... .......... 22%  338M 2s\n",
            " 20700K .......... .......... .......... .......... .......... 22%  349M 2s\n",
            " 20750K .......... .......... .......... .......... .......... 22%  291M 2s\n",
            " 20800K .......... .......... .......... .......... .......... 22% 47.4M 2s\n",
            " 20850K .......... .......... .......... .......... .......... 22%  225M 2s\n",
            " 20900K .......... .......... .......... .......... .......... 22%  285M 2s\n",
            " 20950K .......... .......... .......... .......... .......... 22%  297M 2s\n",
            " 21000K .......... .......... .......... .......... .......... 22%  323M 2s\n",
            " 21050K .......... .......... .......... .......... .......... 22% 9.23M 2s\n",
            " 21100K .......... .......... .......... .......... .......... 22%  257M 2s\n",
            " 21150K .......... .......... .......... .......... .......... 23%  297M 2s\n",
            " 21200K .......... .......... .......... .......... .......... 23%  366M 2s\n",
            " 21250K .......... .......... .......... .......... .......... 23% 4.71M 2s\n",
            " 21300K .......... .......... .......... .......... .......... 23%  162M 2s\n",
            " 21350K .......... .......... .......... .......... .......... 23%  105M 2s\n",
            " 21400K .......... .......... .......... .......... .......... 23%  158M 2s\n",
            " 21450K .......... .......... .......... .......... .......... 23%  347M 2s\n",
            " 21500K .......... .......... .......... .......... .......... 23% 15.3M 2s\n",
            " 21550K .......... .......... .......... .......... .......... 23%  209M 2s\n",
            " 21600K .......... .......... .......... .......... .......... 23%  228M 2s\n",
            " 21650K .......... .......... .......... .......... .......... 23%  219M 2s\n",
            " 21700K .......... .......... .......... .......... .......... 23%  212M 2s\n",
            " 21750K .......... .......... .......... .......... .......... 23%  203M 2s\n",
            " 21800K .......... .......... .......... .......... .......... 23%  249M 2s\n",
            " 21850K .......... .......... .......... .......... .......... 23%  192M 2s\n",
            " 21900K .......... .......... .......... .......... .......... 23%  203M 2s\n",
            " 21950K .......... .......... .......... .......... .......... 23%  179M 2s\n",
            " 22000K .......... .......... .......... .......... .......... 23%  245M 2s\n",
            " 22050K .......... .......... .......... .......... .......... 24%  325M 2s\n",
            " 22100K .......... .......... .......... .......... .......... 24%  368M 2s\n",
            " 22150K .......... .......... .......... .......... .......... 24%  253M 2s\n",
            " 22200K .......... .......... .......... .......... .......... 24%  256M 2s\n",
            " 22250K .......... .......... .......... .......... .......... 24%  334M 2s\n",
            " 22300K .......... .......... .......... .......... .......... 24%  245M 2s\n",
            " 22350K .......... .......... .......... .......... .......... 24%  221M 2s\n",
            " 22400K .......... .......... .......... .......... .......... 24%  358M 2s\n",
            " 22450K .......... .......... .......... .......... .......... 24%  345M 2s\n",
            " 22500K .......... .......... .......... .......... .......... 24%  354M 2s\n",
            " 22550K .......... .......... .......... .......... .......... 24%  317M 2s\n",
            " 22600K .......... .......... .......... .......... .......... 24%  230M 2s\n",
            " 22650K .......... .......... .......... .......... .......... 24%  204M 2s\n",
            " 22700K .......... .......... .......... .......... .......... 24%  288M 2s\n",
            " 22750K .......... .......... .......... .......... .......... 24%  289M 2s\n",
            " 22800K .......... .......... .......... .......... .......... 24%  364M 2s\n",
            " 22850K .......... .......... .......... .......... .......... 24%  367M 1s\n",
            " 22900K .......... .......... .......... .......... .......... 24%  328M 1s\n",
            " 22950K .......... .......... .......... .......... .......... 24%  297M 1s\n",
            " 23000K .......... .......... .......... .......... .......... 25%  134M 1s\n",
            " 23050K .......... .......... .......... .......... .......... 25%  247M 1s\n",
            " 23100K .......... .......... .......... .......... .......... 25%  222M 1s\n",
            " 23150K .......... .......... .......... .......... .......... 25%  175M 1s\n",
            " 23200K .......... .......... .......... .......... .......... 25%  244M 1s\n",
            " 23250K .......... .......... .......... .......... .......... 25%  274M 1s\n",
            " 23300K .......... .......... .......... .......... .......... 25%  295M 1s\n",
            " 23350K .......... .......... .......... .......... .......... 25%  213M 1s\n",
            " 23400K .......... .......... .......... .......... .......... 25%  219M 1s\n",
            " 23450K .......... .......... .......... .......... .......... 25%  229M 1s\n",
            " 23500K .......... .......... .......... .......... .......... 25%  256M 1s\n",
            " 23550K .......... .......... .......... .......... .......... 25%  191M 1s\n",
            " 23600K .......... .......... .......... .......... .......... 25%  321M 1s\n",
            " 23650K .......... .......... .......... .......... .......... 25%  335M 1s\n",
            " 23700K .......... .......... .......... .......... .......... 25%  354M 1s\n",
            " 23750K .......... .......... .......... .......... .......... 25%  300M 1s\n",
            " 23800K .......... .......... .......... .......... .......... 25%  234M 1s\n",
            " 23850K .......... .......... .......... .......... .......... 25%  215M 1s\n",
            " 23900K .......... .......... .......... .......... .......... 26%  208M 1s\n",
            " 23950K .......... .......... .......... .......... .......... 26%  179M 1s\n",
            " 24000K .......... .......... .......... .......... .......... 26%  337M 1s\n",
            " 24050K .......... .......... .......... .......... .......... 26%  248M 1s\n",
            " 24100K .......... .......... .......... .......... .......... 26%  219M 1s\n",
            " 24150K .......... .......... .......... .......... .......... 26%  194M 1s\n",
            " 24200K .......... .......... .......... .......... .......... 26%  258M 1s\n",
            " 24250K .......... .......... .......... .......... .......... 26%  253M 1s\n",
            " 24300K .......... .......... .......... .......... .......... 26%  289M 1s\n",
            " 24350K .......... .......... .......... .......... .......... 26%  211M 1s\n",
            " 24400K .......... .......... .......... .......... .......... 26%  275M 1s\n",
            " 24450K .......... .......... .......... .......... .......... 26%  311M 1s\n",
            " 24500K .......... .......... .......... .......... .......... 26%  242M 1s\n",
            " 24550K .......... .......... .......... .......... .......... 26%  251M 1s\n",
            " 24600K .......... .......... .......... .......... .......... 26%  259M 1s\n",
            " 24650K .......... .......... .......... .......... .......... 26%  252M 1s\n",
            " 24700K .......... .......... .......... .......... .......... 26%  406M 1s\n",
            " 24750K .......... .......... .......... .......... .......... 26%  285M 1s\n",
            " 24800K .......... .......... .......... .......... .......... 27%  397M 1s\n",
            " 24850K .......... .......... .......... .......... .......... 27%  344M 1s\n",
            " 24900K .......... .......... .......... .......... .......... 27%  333M 1s\n",
            " 24950K .......... .......... .......... .......... .......... 27%  311M 1s\n",
            " 25000K .......... .......... .......... .......... .......... 27%  258M 1s\n",
            " 25050K .......... .......... .......... .......... .......... 27%  220M 1s\n",
            " 25100K .......... .......... .......... .......... .......... 27%  343M 1s\n",
            " 25150K .......... .......... .......... .......... .......... 27%  300M 1s\n",
            " 25200K .......... .......... .......... .......... .......... 27%  375M 1s\n",
            " 25250K .......... .......... .......... .......... .......... 27%  360M 1s\n",
            " 25300K .......... .......... .......... .......... .......... 27%  305M 1s\n",
            " 25350K .......... .......... .......... .......... .......... 27%  216M 1s\n",
            " 25400K .......... .......... .......... .......... .......... 27%  308M 1s\n",
            " 25450K .......... .......... .......... .......... .......... 27%  364M 1s\n",
            " 25500K .......... .......... .......... .......... .......... 27%  367M 1s\n",
            " 25550K .......... .......... .......... .......... .......... 27%  307M 1s\n",
            " 25600K .......... .......... .......... .......... .......... 27%  364M 1s\n",
            " 25650K .......... .......... .......... .......... .......... 27%  316M 1s\n",
            " 25700K .......... .......... .......... .......... .......... 27%  347M 1s\n",
            " 25750K .......... .......... .......... .......... .......... 28%  139M 1s\n",
            " 25800K .......... .......... .......... .......... .......... 28%  225M 1s\n",
            " 25850K .......... .......... .......... .......... .......... 28%  208M 1s\n",
            " 25900K .......... .......... .......... .......... .......... 28%  317M 1s\n",
            " 25950K .......... .......... .......... .......... .......... 28%  224M 1s\n",
            " 26000K .......... .......... .......... .......... .......... 28%  331M 1s\n",
            " 26050K .......... .......... .......... .......... .......... 28%  315M 1s\n",
            " 26100K .......... .......... .......... .......... .......... 28%  221M 1s\n",
            " 26150K .......... .......... .......... .......... .......... 28%  119M 1s\n",
            " 26200K .......... .......... .......... .......... .......... 28%  214M 1s\n",
            " 26250K .......... .......... .......... .......... .......... 28%  323M 1s\n",
            " 26300K .......... .......... .......... .......... .......... 28%  224M 1s\n",
            " 26350K .......... .......... .......... .......... .......... 28%  174M 1s\n",
            " 26400K .......... .......... .......... .......... .......... 28%  307M 1s\n",
            " 26450K .......... .......... .......... .......... .......... 28%  364M 1s\n",
            " 26500K .......... .......... .......... .......... .......... 28%  327M 1s\n",
            " 26550K .......... .......... .......... .......... .......... 28%  238M 1s\n",
            " 26600K .......... .......... .......... .......... .......... 28%  239M 1s\n",
            " 26650K .......... .......... .......... .......... .......... 29%  274M 1s\n",
            " 26700K .......... .......... .......... .......... .......... 29%  246M 1s\n",
            " 26750K .......... .......... .......... .......... .......... 29%  247M 1s\n",
            " 26800K .......... .......... .......... .......... .......... 29%  251M 1s\n",
            " 26850K .......... .......... .......... .......... .......... 29%  210M 1s\n",
            " 26900K .......... .......... .......... .......... .......... 29%  232M 1s\n",
            " 26950K .......... .......... .......... .......... .......... 29%  315M 1s\n",
            " 27000K .......... .......... .......... .......... .......... 29%  372M 1s\n",
            " 27050K .......... .......... .......... .......... .......... 29%  370M 1s\n",
            " 27100K .......... .......... .......... .......... .......... 29%  355M 1s\n",
            " 27150K .......... .......... .......... .......... .......... 29%  279M 1s\n",
            " 27200K .......... .......... .......... .......... .......... 29%  362M 1s\n",
            " 27250K .......... .......... .......... .......... .......... 29%  338M 1s\n",
            " 27300K .......... .......... .......... .......... .......... 29%  325M 1s\n",
            " 27350K .......... .......... .......... .......... .......... 29% 6.23M 1s\n",
            " 27400K .......... .......... .......... .......... .......... 29%  240M 1s\n",
            " 27450K .......... .......... .......... .......... .......... 29%  335M 1s\n",
            " 27500K .......... .......... .......... .......... .......... 29% 77.6M 1s\n",
            " 27550K .......... .......... .......... .......... .......... 29%  204M 1s\n",
            " 27600K .......... .......... .......... .......... .......... 30%  217M 1s\n",
            " 27650K .......... .......... .......... .......... .......... 30%  342M 1s\n",
            " 27700K .......... .......... .......... .......... .......... 30%  323M 1s\n",
            " 27750K .......... .......... .......... .......... .......... 30% 4.10M 1s\n",
            " 27800K .......... .......... .......... .......... .......... 30%  132M 1s\n",
            " 27850K .......... .......... .......... .......... .......... 30%  125M 1s\n",
            " 27900K .......... .......... .......... .......... .......... 30%  234M 1s\n",
            " 27950K .......... .......... .......... .......... .......... 30% 30.1M 1s\n",
            " 28000K .......... .......... .......... .......... .......... 30%  197M 1s\n",
            " 28050K .......... .......... .......... .......... .......... 30%  202M 1s\n",
            " 28100K .......... .......... .......... .......... .......... 30%  244M 1s\n",
            " 28150K .......... .......... .......... .......... .......... 30%  300M 1s\n",
            " 28200K .......... .......... .......... .......... .......... 30%  357M 1s\n",
            " 28250K .......... .......... .......... .......... .......... 30%  267M 1s\n",
            " 28300K .......... .......... .......... .......... .......... 30%  240M 1s\n",
            " 28350K .......... .......... .......... .......... .......... 30%  188M 1s\n",
            " 28400K .......... .......... .......... .......... .......... 30%  332M 1s\n",
            " 28450K .......... .......... .......... .......... .......... 30%  361M 1s\n",
            " 28500K .......... .......... .......... .......... .......... 31%  377M 1s\n",
            " 28550K .......... .......... .......... .......... .......... 31% 11.6M 1s\n",
            " 28600K .......... .......... .......... .......... .......... 31%  178M 1s\n",
            " 28650K .......... .......... .......... .......... .......... 31%  249M 1s\n",
            " 28700K .......... .......... .......... .......... .......... 31%  353M 1s\n",
            " 28750K .......... .......... .......... .......... .......... 31%  289M 1s\n",
            " 28800K .......... .......... .......... .......... .......... 31%  281M 1s\n",
            " 28850K .......... .......... .......... .......... .......... 31%  341M 1s\n",
            " 28900K .......... .......... .......... .......... .......... 31% 80.8M 1s\n",
            " 28950K .......... .......... .......... .......... .......... 31%  190M 1s\n",
            " 29000K .......... .......... .......... .......... .......... 31%  339M 1s\n",
            " 29050K .......... .......... .......... .......... .......... 31%  331M 1s\n",
            " 29100K .......... .......... .......... .......... .......... 31% 56.4M 1s\n",
            " 29150K .......... .......... .......... .......... .......... 31% 3.98M 1s\n",
            " 29200K .......... .......... .......... .......... .......... 31%  214M 1s\n",
            " 29250K .......... .......... .......... .......... .......... 31%  226M 1s\n",
            " 29300K .......... .......... .......... .......... .......... 31%  204M 1s\n",
            " 29350K .......... .......... .......... .......... .......... 31% 34.3M 1s\n",
            " 29400K .......... .......... .......... .......... .......... 32%  189M 1s\n",
            " 29450K .......... .......... .......... .......... .......... 32%  233M 1s\n",
            " 29500K .......... .......... .......... .......... .......... 32%  212M 1s\n",
            " 29550K .......... .......... .......... .......... .......... 32%  185M 1s\n",
            " 29600K .......... .......... .......... .......... .......... 32%  250M 1s\n",
            " 29650K .......... .......... .......... .......... .......... 32%  255M 1s\n",
            " 29700K .......... .......... .......... .......... .......... 32%  204M 1s\n",
            " 29750K .......... .......... .......... .......... .......... 32%  191M 1s\n",
            " 29800K .......... .......... .......... .......... .......... 32%  225M 1s\n",
            " 29850K .......... .......... .......... .......... .......... 32% 97.8M 1s\n",
            " 29900K .......... .......... .......... .......... .......... 32%  201M 1s\n",
            " 29950K .......... .......... .......... .......... .......... 32%  176M 1s\n",
            " 30000K .......... .......... .......... .......... .......... 32%  227M 1s\n",
            " 30050K .......... .......... .......... .......... .......... 32% 12.1M 1s\n",
            " 30100K .......... .......... .......... .......... .......... 32%  208M 1s\n",
            " 30150K .......... .......... .......... .......... .......... 32%  164M 1s\n",
            " 30200K .......... .......... .......... .......... .......... 32%  238M 1s\n",
            " 30250K .......... .......... .......... .......... .......... 32%  220M 1s\n",
            " 30300K .......... .......... .......... .......... .......... 32%  204M 1s\n",
            " 30350K .......... .......... .......... .......... .......... 33%  166M 1s\n",
            " 30400K .......... .......... .......... .......... .......... 33%  207M 1s\n",
            " 30450K .......... .......... .......... .......... .......... 33%  225M 1s\n",
            " 30500K .......... .......... .......... .......... .......... 33%  229M 1s\n",
            " 30550K .......... .......... .......... .......... .......... 33%  195M 1s\n",
            " 30600K .......... .......... .......... .......... .......... 33%  216M 1s\n",
            " 30650K .......... .......... .......... .......... .......... 33%  224M 1s\n",
            " 30700K .......... .......... .......... .......... .......... 33%  261M 1s\n",
            " 30750K .......... .......... .......... .......... .......... 33%  195M 1s\n",
            " 30800K .......... .......... .......... .......... .......... 33%  212M 1s\n",
            " 30850K .......... .......... .......... .......... .......... 33%  221M 1s\n",
            " 30900K .......... .......... .......... .......... .......... 33%  263M 1s\n",
            " 30950K .......... .......... .......... .......... .......... 33%  218M 1s\n",
            " 31000K .......... .......... .......... .......... .......... 33%  261M 1s\n",
            " 31050K .......... .......... .......... .......... .......... 33%  247M 1s\n",
            " 31100K .......... .......... .......... .......... .......... 33% 23.3M 1s\n",
            " 31150K .......... .......... .......... .......... .......... 33%  185M 1s\n",
            " 31200K .......... .......... .......... .......... .......... 33%  232M 1s\n",
            " 31250K .......... .......... .......... .......... .......... 34%  217M 1s\n",
            " 31300K .......... .......... .......... .......... .......... 34%  228M 1s\n",
            " 31350K .......... .......... .......... .......... .......... 34%  229M 1s\n",
            " 31400K .......... .......... .......... .......... .......... 34%  251M 1s\n",
            " 31450K .......... .......... .......... .......... .......... 34%  248M 1s\n",
            " 31500K .......... .......... .......... .......... .......... 34% 47.2M 1s\n",
            " 31550K .......... .......... .......... .......... .......... 34%  172M 1s\n",
            " 31600K .......... .......... .......... .......... .......... 34%  245M 1s\n",
            " 31650K .......... .......... .......... .......... .......... 34%  268M 1s\n",
            " 31700K .......... .......... .......... .......... .......... 34%  259M 1s\n",
            " 31750K .......... .......... .......... .......... .......... 34% 13.2M 1s\n",
            " 31800K .......... .......... .......... .......... .......... 34%  262M 1s\n",
            " 31850K .......... .......... .......... .......... .......... 34%  305M 1s\n",
            " 31900K .......... .......... .......... .......... .......... 34%  342M 1s\n",
            " 31950K .......... .......... .......... .......... .......... 34% 5.71M 1s\n",
            " 32000K .......... .......... .......... .......... .......... 34%  185M 1s\n",
            " 32050K .......... .......... .......... .......... .......... 34%  151M 1s\n",
            " 32100K .......... .......... .......... .......... .......... 34%  285M 1s\n",
            " 32150K .......... .......... .......... .......... .......... 34%  386M 1s\n",
            " 32200K .......... .......... .......... .......... .......... 35%  418M 1s\n",
            " 32250K .......... .......... .......... .......... .......... 35%  425M 1s\n",
            " 32300K .......... .......... .......... .......... .......... 35% 30.1M 1s\n",
            " 32350K .......... .......... .......... .......... .......... 35%  195M 1s\n",
            " 32400K .......... .......... .......... .......... .......... 35%  275M 1s\n",
            " 32450K .......... .......... .......... .......... .......... 35%  336M 1s\n",
            " 32500K .......... .......... .......... .......... .......... 35%  290M 1s\n",
            " 32550K .......... .......... .......... .......... .......... 35%  179M 1s\n",
            " 32600K .......... .......... .......... .......... .......... 35%  318M 1s\n",
            " 32650K .......... .......... .......... .......... .......... 35%  271M 1s\n",
            " 32700K .......... .......... .......... .......... .......... 35%  290M 1s\n",
            " 32750K .......... .......... .......... .......... .......... 35%  218M 1s\n",
            " 32800K .......... .......... .......... .......... .......... 35%  238M 1s\n",
            " 32850K .......... .......... .......... .......... .......... 35%  281M 1s\n",
            " 32900K .......... .......... .......... .......... .......... 35%  267M 1s\n",
            " 32950K .......... .......... .......... .......... .......... 35%  278M 1s\n",
            " 33000K .......... .......... .......... .......... .......... 35%  260M 1s\n",
            " 33050K .......... .......... .......... .......... .......... 35%  250M 1s\n",
            " 33100K .......... .......... .......... .......... .......... 36%  246M 1s\n",
            " 33150K .......... .......... .......... .......... .......... 36%  285M 1s\n",
            " 33200K .......... .......... .......... .......... .......... 36%  357M 1s\n",
            " 33250K .......... .......... .......... .......... .......... 36%  367M 1s\n",
            " 33300K .......... .......... .......... .......... .......... 36%  274M 1s\n",
            " 33350K .......... .......... .......... .......... .......... 36%  220M 1s\n",
            " 33400K .......... .......... .......... .......... .......... 36%  266M 1s\n",
            " 33450K .......... .......... .......... .......... .......... 36%  282M 1s\n",
            " 33500K .......... .......... .......... .......... .......... 36%  304M 1s\n",
            " 33550K .......... .......... .......... .......... .......... 36%  248M 1s\n",
            " 33600K .......... .......... .......... .......... .......... 36%  282M 1s\n",
            " 33650K .......... .......... .......... .......... .......... 36%  243M 1s\n",
            " 33700K .......... .......... .......... .......... .......... 36%  296M 1s\n",
            " 33750K .......... .......... .......... .......... .......... 36%  328M 1s\n",
            " 33800K .......... .......... .......... .......... .......... 36%  344M 1s\n",
            " 33850K .......... .......... .......... .......... .......... 36%  365M 1s\n",
            " 33900K .......... .......... .......... .......... .......... 36%  286M 1s\n",
            " 33950K .......... .......... .......... .......... .......... 36%  202M 1s\n",
            " 34000K .......... .......... .......... .......... .......... 36%  298M 1s\n",
            " 34050K .......... .......... .......... .......... .......... 37%  369M 1s\n",
            " 34100K .......... .......... .......... .......... .......... 37%  362M 1s\n",
            " 34150K .......... .......... .......... .......... .......... 37%  325M 1s\n",
            " 34200K .......... .......... .......... .......... .......... 37%  349M 1s\n",
            " 34250K .......... .......... .......... .......... .......... 37%  326M 1s\n",
            " 34300K .......... .......... .......... .......... .......... 37%  349M 1s\n",
            " 34350K .......... .......... .......... .......... .......... 37%  302M 1s\n",
            " 34400K .......... .......... .......... .......... .......... 37%  362M 1s\n",
            " 34450K .......... .......... .......... .......... .......... 37%  363M 1s\n",
            " 34500K .......... .......... .......... .......... .......... 37%  373M 1s\n",
            " 34550K .......... .......... .......... .......... .......... 37%  318M 1s\n",
            " 34600K .......... .......... .......... .......... .......... 37% 10.3M 1s\n",
            " 34650K .......... .......... .......... .......... .......... 37%  270M 1s\n",
            " 34700K .......... .......... .......... .......... .......... 37%  295M 1s\n",
            " 34750K .......... .......... .......... .......... .......... 37%  261M 1s\n",
            " 34800K .......... .......... .......... .......... .......... 37% 27.4M 1s\n",
            " 34850K .......... .......... .......... .......... .......... 37%  219M 1s\n",
            " 34900K .......... .......... .......... .......... .......... 37%  354M 1s\n",
            " 34950K .......... .......... .......... .......... .......... 38% 24.8M 1s\n",
            " 35000K .......... .......... .......... .......... .......... 38%  349M 1s\n",
            " 35050K .......... .......... .......... .......... .......... 38% 32.8M 1s\n",
            " 35100K .......... .......... .......... .......... .......... 38%  256M 1s\n",
            " 35150K .......... .......... .......... .......... .......... 38%  228M 1s\n",
            " 35200K .......... .......... .......... .......... .......... 38%  361M 1s\n",
            " 35250K .......... .......... .......... .......... .......... 38% 40.3M 1s\n",
            " 35300K .......... .......... .......... .......... .......... 38%  266M 1s\n",
            " 35350K .......... .......... .......... .......... .......... 38%  139M 1s\n",
            " 35400K .......... .......... .......... .......... .......... 38%  307M 1s\n",
            " 35450K .......... .......... .......... .......... .......... 38%  294M 1s\n",
            " 35500K .......... .......... .......... .......... .......... 38%  275M 1s\n",
            " 35550K .......... .......... .......... .......... .......... 38%  290M 1s\n",
            " 35600K .......... .......... .......... .......... .......... 38%  260M 1s\n",
            " 35650K .......... .......... .......... .......... .......... 38%  282M 1s\n",
            " 35700K .......... .......... .......... .......... .......... 38%  323M 1s\n",
            " 35750K .......... .......... .......... .......... .......... 38%  249M 1s\n",
            " 35800K .......... .......... .......... .......... .......... 38%  289M 1s\n",
            " 35850K .......... .......... .......... .......... .......... 39%  257M 1s\n",
            " 35900K .......... .......... .......... .......... .......... 39%  285M 1s\n",
            " 35950K .......... .......... .......... .......... .......... 39%  304M 1s\n",
            " 36000K .......... .......... .......... .......... .......... 39%  368M 1s\n",
            " 36050K .......... .......... .......... .......... .......... 39%  373M 1s\n",
            " 36100K .......... .......... .......... .......... .......... 39%  368M 1s\n",
            " 36150K .......... .......... .......... .......... .......... 39%  330M 1s\n",
            " 36200K .......... .......... .......... .......... .......... 39%  355M 1s\n",
            " 36250K .......... .......... .......... .......... .......... 39%  217M 1s\n",
            " 36300K .......... .......... .......... .......... .......... 39%  273M 1s\n",
            " 36350K .......... .......... .......... .......... .......... 39%  263M 1s\n",
            " 36400K .......... .......... .......... .......... .......... 39%  375M 1s\n",
            " 36450K .......... .......... .......... .......... .......... 39% 26.4M 1s\n",
            " 36500K .......... .......... .......... .......... .......... 39%  247M 1s\n",
            " 36550K .......... .......... .......... .......... .......... 39%  243M 1s\n",
            " 36600K .......... .......... .......... .......... .......... 39%  218M 1s\n",
            " 36650K .......... .......... .......... .......... .......... 39%  303M 1s\n",
            " 36700K .......... .......... .......... .......... .......... 39%  267M 1s\n",
            " 36750K .......... .......... .......... .......... .......... 39%  252M 1s\n",
            " 36800K .......... .......... .......... .......... .......... 40%  242M 1s\n",
            " 36850K .......... .......... .......... .......... .......... 40%  287M 1s\n",
            " 36900K .......... .......... .......... .......... .......... 40%  316M 1s\n",
            " 36950K .......... .......... .......... .......... .......... 40%  267M 1s\n",
            " 37000K .......... .......... .......... .......... .......... 40%  307M 1s\n",
            " 37050K .......... .......... .......... .......... .......... 40%  358M 1s\n",
            " 37100K .......... .......... .......... .......... .......... 40%  226M 1s\n",
            " 37150K .......... .......... .......... .......... .......... 40%  220M 1s\n",
            " 37200K .......... .......... .......... .......... .......... 40%  371M 1s\n",
            " 37250K .......... .......... .......... .......... .......... 40%  372M 1s\n",
            " 37300K .......... .......... .......... .......... .......... 40%  371M 1s\n",
            " 37350K .......... .......... .......... .......... .......... 40%  330M 1s\n",
            " 37400K .......... .......... .......... .......... .......... 40%  366M 1s\n",
            " 37450K .......... .......... .......... .......... .......... 40%  361M 1s\n",
            " 37500K .......... .......... .......... .......... .......... 40% 82.0M 1s\n",
            " 37550K .......... .......... .......... .......... .......... 40%  197M 1s\n",
            " 37600K .......... .......... .......... .......... .......... 40%  268M 1s\n",
            " 37650K .......... .......... .......... .......... .......... 40%  309M 1s\n",
            " 37700K .......... .......... .......... .......... .......... 41%  331M 1s\n",
            " 37750K .......... .......... .......... .......... .......... 41%  249M 1s\n",
            " 37800K .......... .......... .......... .......... .......... 41%  278M 1s\n",
            " 37850K .......... .......... .......... .......... .......... 41%  317M 1s\n",
            " 37900K .......... .......... .......... .......... .......... 41%  232M 1s\n",
            " 37950K .......... .......... .......... .......... .......... 41%  229M 1s\n",
            " 38000K .......... .......... .......... .......... .......... 41%  305M 1s\n",
            " 38050K .......... .......... .......... .......... .......... 41%  327M 1s\n",
            " 38100K .......... .......... .......... .......... .......... 41%  315M 1s\n",
            " 38150K .......... .......... .......... .......... .......... 41%  260M 1s\n",
            " 38200K .......... .......... .......... .......... .......... 41%  315M 1s\n",
            " 38250K .......... .......... .......... .......... .......... 41%  259M 1s\n",
            " 38300K .......... .......... .......... .......... .......... 41%  277M 1s\n",
            " 38350K .......... .......... .......... .......... .......... 41%  240M 1s\n",
            " 38400K .......... .......... .......... .......... .......... 41%  345M 1s\n",
            " 38450K .......... .......... .......... .......... .......... 41%  273M 1s\n",
            " 38500K .......... .......... .......... .......... .......... 41%  273M 1s\n",
            " 38550K .......... .......... .......... .......... .......... 41%  259M 1s\n",
            " 38600K .......... .......... .......... .......... .......... 41%  274M 1s\n",
            " 38650K .......... .......... .......... .......... .......... 42%  314M 1s\n",
            " 38700K .......... .......... .......... .......... .......... 42%  274M 1s\n",
            " 38750K .......... .......... .......... .......... .......... 42%  256M 1s\n",
            " 38800K .......... .......... .......... .......... .......... 42%  284M 1s\n",
            " 38850K .......... .......... .......... .......... .......... 42%  334M 1s\n",
            " 38900K .......... .......... .......... .......... .......... 42%  315M 1s\n",
            " 38950K .......... .......... .......... .......... .......... 42%  243M 1s\n",
            " 39000K .......... .......... .......... .......... .......... 42%  232M 1s\n",
            " 39050K .......... .......... .......... .......... .......... 42%  248M 1s\n",
            " 39100K .......... .......... .......... .......... .......... 42%  247M 1s\n",
            " 39150K .......... .......... .......... .......... .......... 42%  214M 1s\n",
            " 39200K .......... .......... .......... .......... .......... 42%  222M 1s\n",
            " 39250K .......... .......... .......... .......... .......... 42%  181M 1s\n",
            " 39300K .......... .......... .......... .......... .......... 42%  204M 1s\n",
            " 39350K .......... .......... .......... .......... .......... 42%  209M 1s\n",
            " 39400K .......... .......... .......... .......... .......... 42%  170M 1s\n",
            " 39450K .......... .......... .......... .......... .......... 42%  198M 1s\n",
            " 39500K .......... .......... .......... .......... .......... 42%  206M 1s\n",
            " 39550K .......... .......... .......... .......... .......... 43%  224M 1s\n",
            " 39600K .......... .......... .......... .......... .......... 43%  261M 1s\n",
            " 39650K .......... .......... .......... .......... .......... 43%  264M 1s\n",
            " 39700K .......... .......... .......... .......... .......... 43%  254M 1s\n",
            " 39750K .......... .......... .......... .......... .......... 43%  212M 1s\n",
            " 39800K .......... .......... .......... .......... .......... 43%  270M 1s\n",
            " 39850K .......... .......... .......... .......... .......... 43% 22.1M 1s\n",
            " 39900K .......... .......... .......... .......... .......... 43%  166M 1s\n",
            " 39950K .......... .......... .......... .......... .......... 43%  156M 1s\n",
            " 40000K .......... .......... .......... .......... .......... 43%  209M 1s\n",
            " 40050K .......... .......... .......... .......... .......... 43%  189M 1s\n",
            " 40100K .......... .......... .......... .......... .......... 43%  201M 1s\n",
            " 40150K .......... .......... .......... .......... .......... 43%  159M 1s\n",
            " 40200K .......... .......... .......... .......... .......... 43%  199M 1s\n",
            " 40250K .......... .......... .......... .......... .......... 43%  191M 1s\n",
            " 40300K .......... .......... .......... .......... .......... 43%  214M 1s\n",
            " 40350K .......... .......... .......... .......... .......... 43%  151M 1s\n",
            " 40400K .......... .......... .......... .......... .......... 43%  172M 1s\n",
            " 40450K .......... .......... .......... .......... .......... 44%  187M 1s\n",
            " 40500K .......... .......... .......... .......... .......... 44%  190M 1s\n",
            " 40550K .......... .......... .......... .......... .......... 44%  230M 1s\n",
            " 40600K .......... .......... .......... .......... .......... 44%  184M 1s\n",
            " 40650K .......... .......... .......... .......... .......... 44%  151M 1s\n",
            " 40700K .......... .......... .......... .......... .......... 44%  176M 1s\n",
            " 40750K .......... .......... .......... .......... .......... 44%  229M 1s\n",
            " 40800K .......... .......... .......... .......... .......... 44%  227M 1s\n",
            " 40850K .......... .......... .......... .......... .......... 44%  319M 1s\n",
            " 40900K .......... .......... .......... .......... .......... 44%  352M 1s\n",
            " 40950K .......... .......... .......... .......... .......... 44%  287M 1s\n",
            " 41000K .......... .......... .......... .......... .......... 44%  359M 1s\n",
            " 41050K .......... .......... .......... .......... .......... 44%  268M 1s\n",
            " 41100K .......... .......... .......... .......... .......... 44%  248M 1s\n",
            " 41150K .......... .......... .......... .......... .......... 44%  266M 1s\n",
            " 41200K .......... .......... .......... .......... .......... 44%  279M 1s\n",
            " 41250K .......... .......... .......... .......... .......... 44%  234M 1s\n",
            " 41300K .......... .......... .......... .......... .......... 44%  256M 1s\n",
            " 41350K .......... .......... .......... .......... .......... 44%  235M 1s\n",
            " 41400K .......... .......... .......... .......... .......... 45%  254M 1s\n",
            " 41450K .......... .......... .......... .......... .......... 45%  222M 1s\n",
            " 41500K .......... .......... .......... .......... .......... 45%  222M 1s\n",
            " 41550K .......... .......... .......... .......... .......... 45% 34.5M 1s\n",
            " 41600K .......... .......... .......... .......... .......... 45%  165M 1s\n",
            " 41650K .......... .......... .......... .......... .......... 45%  144M 1s\n",
            " 41700K .......... .......... .......... .......... .......... 45%  159M 1s\n",
            " 41750K .......... .......... .......... .......... .......... 45%  198M 1s\n",
            " 41800K .......... .......... .......... .......... .......... 45%  255M 1s\n",
            " 41850K .......... .......... .......... .......... .......... 45%  247M 1s\n",
            " 41900K .......... .......... .......... .......... .......... 45%  259M 1s\n",
            " 41950K .......... .......... .......... .......... .......... 45%  218M 1s\n",
            " 42000K .......... .......... .......... .......... .......... 45% 21.1M 1s\n",
            " 42050K .......... .......... .......... .......... .......... 45%  165M 1s\n",
            " 42100K .......... .......... .......... .......... .......... 45%  191M 1s\n",
            " 42150K .......... .......... .......... .......... .......... 45%  227M 1s\n",
            " 42200K .......... .......... .......... .......... .......... 45%  255M 1s\n",
            " 42250K .......... .......... .......... .......... .......... 45%  115M 1s\n",
            " 42300K .......... .......... .......... .......... .......... 46%  236M 1s\n",
            " 42350K .......... .......... .......... .......... .......... 46%  220M 1s\n",
            " 42400K .......... .......... .......... .......... .......... 46%  244M 1s\n",
            " 42450K .......... .......... .......... .......... .......... 46%  246M 1s\n",
            " 42500K .......... .......... .......... .......... .......... 46% 60.2M 1s\n",
            " 42550K .......... .......... .......... .......... .......... 46%  178M 1s\n",
            " 42600K .......... .......... .......... .......... .......... 46%  264M 1s\n",
            " 42650K .......... .......... .......... .......... .......... 46%  197M 1s\n",
            " 42700K .......... .......... .......... .......... .......... 46%  163M 1s\n",
            " 42750K .......... .......... .......... .......... .......... 46%  160M 1s\n",
            " 42800K .......... .......... .......... .......... .......... 46%  259M 1s\n",
            " 42850K .......... .......... .......... .......... .......... 46%  259M 1s\n",
            " 42900K .......... .......... .......... .......... .......... 46% 13.6M 1s\n",
            " 42950K .......... .......... .......... .......... .......... 46%  160M 1s\n",
            " 43000K .......... .......... .......... .......... .......... 46%  211M 1s\n",
            " 43050K .......... .......... .......... .......... .......... 46%  253M 1s\n",
            " 43100K .......... .......... .......... .......... .......... 46%  247M 1s\n",
            " 43150K .......... .......... .......... .......... .......... 46%  109M 1s\n",
            " 43200K .......... .......... .......... .......... .......... 46%  144M 1s\n",
            " 43250K .......... .......... .......... .......... .......... 47%  207M 1s\n",
            " 43300K .......... .......... .......... .......... .......... 47%  262M 1s\n",
            " 43350K .......... .......... .......... .......... .......... 47%  234M 1s\n",
            " 43400K .......... .......... .......... .......... .......... 47% 35.8M 1s\n",
            " 43450K .......... .......... .......... .......... .......... 47%  149M 1s\n",
            " 43500K .......... .......... .......... .......... .......... 47%  249M 1s\n",
            " 43550K .......... .......... .......... .......... .......... 47%  220M 1s\n",
            " 43600K .......... .......... .......... .......... .......... 47%  259M 1s\n",
            " 43650K .......... .......... .......... .......... .......... 47%  244M 1s\n",
            " 43700K .......... .......... .......... .......... .......... 47% 84.9M 1s\n",
            " 43750K .......... .......... .......... .......... .......... 47%  147M 1s\n",
            " 43800K .......... .......... .......... .......... .......... 47%  203M 1s\n",
            " 43850K .......... .......... .......... .......... .......... 47%  262M 1s\n",
            " 43900K .......... .......... .......... .......... .......... 47%  250M 1s\n",
            " 43950K .......... .......... .......... .......... .......... 47% 61.1M 1s\n",
            " 44000K .......... .......... .......... .......... .......... 47%  174M 1s\n",
            " 44050K .......... .......... .......... .......... .......... 47%  170M 1s\n",
            " 44100K .......... .......... .......... .......... .......... 47%  166M 1s\n",
            " 44150K .......... .......... .......... .......... .......... 48%  162M 1s\n",
            " 44200K .......... .......... .......... .......... .......... 48%  230M 1s\n",
            " 44250K .......... .......... .......... .......... .......... 48%  194M 1s\n",
            " 44300K .......... .......... .......... .......... .......... 48%  164M 1s\n",
            " 44350K .......... .......... .......... .......... .......... 48%  148M 1s\n",
            " 44400K .......... .......... .......... .......... .......... 48%  172M 1s\n",
            " 44450K .......... .......... .......... .......... .......... 48%  172M 1s\n",
            " 44500K .......... .......... .......... .......... .......... 48%  203M 1s\n",
            " 44550K .......... .......... .......... .......... .......... 48%  160M 1s\n",
            " 44600K .......... .......... .......... .......... .......... 48%  165M 1s\n",
            " 44650K .......... .......... .......... .......... .......... 48%  188M 1s\n",
            " 44700K .......... .......... .......... .......... .......... 48%  171M 1s\n",
            " 44750K .......... .......... .......... .......... .......... 48%  135M 1s\n",
            " 44800K .......... .......... .......... .......... .......... 48%  179M 1s\n",
            " 44850K .......... .......... .......... .......... .......... 48%  186M 1s\n",
            " 44900K .......... .......... .......... .......... .......... 48%  202M 1s\n",
            " 44950K .......... .......... .......... .......... .......... 48%  147M 1s\n",
            " 45000K .......... .......... .......... .......... .......... 48%  193M 1s\n",
            " 45050K .......... .......... .......... .......... .......... 49%  256M 1s\n",
            " 45100K .......... .......... .......... .......... .......... 49%  263M 1s\n",
            " 45150K .......... .......... .......... .......... .......... 49%  195M 1s\n",
            " 45200K .......... .......... .......... .......... .......... 49%  185M 1s\n",
            " 45250K .......... .......... .......... .......... .......... 49%  219M 1s\n",
            " 45300K .......... .......... .......... .......... .......... 49%  261M 1s\n",
            " 45350K .......... .......... .......... .......... .......... 49%  233M 1s\n",
            " 45400K .......... .......... .......... .......... .......... 49%  245M 1s\n",
            " 45450K .......... .......... .......... .......... .......... 49%  254M 1s\n",
            " 45500K .......... .......... .......... .......... .......... 49%  268M 1s\n",
            " 45550K .......... .......... .......... .......... .......... 49%  212M 1s\n",
            " 45600K .......... .......... .......... .......... .......... 49%  267M 1s\n",
            " 45650K .......... .......... .......... .......... .......... 49%  242M 1s\n",
            " 45700K .......... .......... .......... .......... .......... 49%  245M 1s\n",
            " 45750K .......... .......... .......... .......... .......... 49%  234M 1s\n",
            " 45800K .......... .......... .......... .......... .......... 49%  269M 1s\n",
            " 45850K .......... .......... .......... .......... .......... 49%  266M 1s\n",
            " 45900K .......... .......... .......... .......... .......... 49%  253M 1s\n",
            " 45950K .......... .......... .......... .......... .......... 49%  207M 1s\n",
            " 46000K .......... .......... .......... .......... .......... 50%  267M 1s\n",
            " 46050K .......... .......... .......... .......... .......... 50%  301M 1s\n",
            " 46100K .......... .......... .......... .......... .......... 50%  231M 1s\n",
            " 46150K .......... .......... .......... .......... .......... 50%  146M 1s\n",
            " 46200K .......... .......... .......... .......... .......... 50%  179M 1s\n",
            " 46250K .......... .......... .......... .......... .......... 50%  262M 1s\n",
            " 46300K .......... .......... .......... .......... .......... 50%  265M 1s\n",
            " 46350K .......... .......... .......... .......... .......... 50%  216M 1s\n",
            " 46400K .......... .......... .......... .......... .......... 50%  253M 1s\n",
            " 46450K .......... .......... .......... .......... .......... 50%  242M 1s\n",
            " 46500K .......... .......... .......... .......... .......... 50%  260M 1s\n",
            " 46550K .......... .......... .......... .......... .......... 50%  233M 1s\n",
            " 46600K .......... .......... .......... .......... .......... 50%  255M 1s\n",
            " 46650K .......... .......... .......... .......... .......... 50%  254M 1s\n",
            " 46700K .......... .......... .......... .......... .......... 50%  260M 1s\n",
            " 46750K .......... .......... .......... .......... .......... 50%  145M 1s\n",
            " 46800K .......... .......... .......... .......... .......... 50%  178M 1s\n",
            " 46850K .......... .......... .......... .......... .......... 50%  200M 1s\n",
            " 46900K .......... .......... .......... .......... .......... 51%  172M 1s\n",
            " 46950K .......... .......... .......... .......... .......... 51%  175M 1s\n",
            " 47000K .......... .......... .......... .......... .......... 51%  169M 1s\n",
            " 47050K .......... .......... .......... .......... .......... 51%  183M 1s\n",
            " 47100K .......... .......... .......... .......... .......... 51%  183M 1s\n",
            " 47150K .......... .......... .......... .......... .......... 51%  149M 1s\n",
            " 47200K .......... .......... .......... .......... .......... 51%  172M 1s\n",
            " 47250K .......... .......... .......... .......... .......... 51%  214M 1s\n",
            " 47300K .......... .......... .......... .......... .......... 51%  260M 1s\n",
            " 47350K .......... .......... .......... .......... .......... 51%  225M 1s\n",
            " 47400K .......... .......... .......... .......... .......... 51%  245M 1s\n",
            " 47450K .......... .......... .......... .......... .......... 51%  252M 1s\n",
            " 47500K .......... .......... .......... .......... .......... 51%  227M 1s\n",
            " 47550K .......... .......... .......... .......... .......... 51%  143M 1s\n",
            " 47600K .......... .......... .......... .......... .......... 51%  216M 1s\n",
            " 47650K .......... .......... .......... .......... .......... 51%  244M 1s\n",
            " 47700K .......... .......... .......... .......... .......... 51%  257M 1s\n",
            " 47750K .......... .......... .......... .......... .......... 51%  191M 1s\n",
            " 47800K .......... .......... .......... .......... .......... 51%  176M 1s\n",
            " 47850K .......... .......... .......... .......... .......... 52%  173M 1s\n",
            " 47900K .......... .......... .......... .......... .......... 52%  176M 1s\n",
            " 47950K .......... .......... .......... .......... .......... 52%  133M 1s\n",
            " 48000K .......... .......... .......... .......... .......... 52%  169M 1s\n",
            " 48050K .......... .......... .......... .......... .......... 52%  258M 1s\n",
            " 48100K .......... .......... .......... .......... .......... 52%  260M 1s\n",
            " 48150K .......... .......... .......... .......... .......... 52%  235M 1s\n",
            " 48200K .......... .......... .......... .......... .......... 52%  251M 1s\n",
            " 48250K .......... .......... .......... .......... .......... 52%  187M 1s\n",
            " 48300K .......... .......... .......... .......... .......... 52%  163M 1s\n",
            " 48350K .......... .......... .......... .......... .......... 52% 94.4M 1s\n",
            " 48400K .......... .......... .......... .......... .......... 52%  227M 1s\n",
            " 48450K .......... .......... .......... .......... .......... 52%  253M 1s\n",
            " 48500K .......... .......... .......... .......... .......... 52%  251M 1s\n",
            " 48550K .......... .......... .......... .......... .......... 52%  233M 1s\n",
            " 48600K .......... .......... .......... .......... .......... 52%  263M 1s\n",
            " 48650K .......... .......... .......... .......... .......... 52%  231M 1s\n",
            " 48700K .......... .......... .......... .......... .......... 52%  268M 1s\n",
            " 48750K .......... .......... .......... .......... .......... 53%  220M 1s\n",
            " 48800K .......... .......... .......... .......... .......... 53%  261M 1s\n",
            " 48850K .......... .......... .......... .......... .......... 53%  166M 1s\n",
            " 48900K .......... .......... .......... .......... .......... 53%  164M 1s\n",
            " 48950K .......... .......... .......... .......... .......... 53%  190M 1s\n",
            " 49000K .......... .......... .......... .......... .......... 53%  197M 1s\n",
            " 49050K .......... .......... .......... .......... .......... 53%  241M 1s\n",
            " 49100K .......... .......... .......... .......... .......... 53%  184M 1s\n",
            " 49150K .......... .......... .......... .......... .......... 53%  210M 1s\n",
            " 49200K .......... .......... .......... .......... .......... 53%  182M 1s\n",
            " 49250K .......... .......... .......... .......... .......... 53%  182M 1s\n",
            " 49300K .......... .......... .......... .......... .......... 53%  219M 1s\n",
            " 49350K .......... .......... .......... .......... .......... 53%  166M 1s\n",
            " 49400K .......... .......... .......... .......... .......... 53%  221M 1s\n",
            " 49450K .......... .......... .......... .......... .......... 53%  247M 1s\n",
            " 49500K .......... .......... .......... .......... .......... 53%  269M 1s\n",
            " 49550K .......... .......... .......... .......... .......... 53%  223M 1s\n",
            " 49600K .......... .......... .......... .......... .......... 53%  263M 1s\n",
            " 49650K .......... .......... .......... .......... .......... 54%  184M 1s\n",
            " 49700K .......... .......... .......... .......... .......... 54%  192M 1s\n",
            " 49750K .......... .......... .......... .......... .......... 54%  233M 1s\n",
            " 49800K .......... .......... .......... .......... .......... 54%  268M 1s\n",
            " 49850K .......... .......... .......... .......... .......... 54%  268M 1s\n",
            " 49900K .......... .......... .......... .......... .......... 54%  190M 1s\n",
            " 49950K .......... .......... .......... .......... .......... 54%  166M 1s\n",
            " 50000K .......... .......... .......... .......... .......... 54%  221M 1s\n",
            " 50050K .......... .......... .......... .......... .......... 54%  196M 1s\n",
            " 50100K .......... .......... .......... .......... .......... 54%  250M 1s\n",
            " 50150K .......... .......... .......... .......... .......... 54%  186M 1s\n",
            " 50200K .......... .......... .......... .......... .......... 54%  216M 1s\n",
            " 50250K .......... .......... .......... .......... .......... 54%  258M 1s\n",
            " 50300K .......... .......... .......... .......... .......... 54%  265M 1s\n",
            " 50350K .......... .......... .......... .......... .......... 54%  201M 1s\n",
            " 50400K .......... .......... .......... .......... .......... 54%  237M 1s\n",
            " 50450K .......... .......... .......... .......... .......... 54%  214M 1s\n",
            " 50500K .......... .......... .......... .......... .......... 54%  259M 1s\n",
            " 50550K .......... .......... .......... .......... .......... 54%  204M 1s\n",
            " 50600K .......... .......... .......... .......... .......... 55%  232M 1s\n",
            " 50650K .......... .......... .......... .......... .......... 55%  235M 1s\n",
            " 50700K .......... .......... .......... .......... .......... 55%  240M 1s\n",
            " 50750K .......... .......... .......... .......... .......... 55%  206M 1s\n",
            " 50800K .......... .......... .......... .......... .......... 55%  173M 1s\n",
            " 50850K .......... .......... .......... .......... .......... 55%  167M 1s\n",
            " 50900K .......... .......... .......... .......... .......... 55%  256M 1s\n",
            " 50950K .......... .......... .......... .......... .......... 55%  233M 1s\n",
            " 51000K .......... .......... .......... .......... .......... 55%  246M 1s\n",
            " 51050K .......... .......... .......... .......... .......... 55%  227M 1s\n",
            " 51100K .......... .......... .......... .......... .......... 55%  271M 1s\n",
            " 51150K .......... .......... .......... .......... .......... 55%  212M 1s\n",
            " 51200K .......... .......... .......... .......... .......... 55%  253M 1s\n",
            " 51250K .......... .......... .......... .......... .......... 55%  255M 1s\n",
            " 51300K .......... .......... .......... .......... .......... 55%  246M 1s\n",
            " 51350K .......... .......... .......... .......... .......... 55%  237M 1s\n",
            " 51400K .......... .......... .......... .......... .......... 55%  272M 1s\n",
            " 51450K .......... .......... .......... .......... .......... 55%  262M 1s\n",
            " 51500K .......... .......... .......... .......... .......... 56%  230M 1s\n",
            " 51550K .......... .......... .......... .......... .......... 56%  136M 1s\n",
            " 51600K .......... .......... .......... .......... .......... 56%  190M 1s\n",
            " 51650K .......... .......... .......... .......... .......... 56%  174M 1s\n",
            " 51700K .......... .......... .......... .......... .......... 56%  181M 1s\n",
            " 51750K .......... .......... .......... .......... .......... 56%  222M 1s\n",
            " 51800K .......... .......... .......... .......... .......... 56%  268M 1s\n",
            " 51850K .......... .......... .......... .......... .......... 56%  272M 1s\n",
            " 51900K .......... .......... .......... .......... .......... 56%  255M 1s\n",
            " 51950K .......... .......... .......... .......... .......... 56%  211M 1s\n",
            " 52000K .......... .......... .......... .......... .......... 56%  251M 1s\n",
            " 52050K .......... .......... .......... .......... .......... 56%  198M 1s\n",
            " 52100K .......... .......... .......... .......... .......... 56%  209M 1s\n",
            " 52150K .......... .......... .......... .......... .......... 56%  147M 1s\n",
            " 52200K .......... .......... .......... .......... .......... 56%  254M 1s\n",
            " 52250K .......... .......... .......... .......... .......... 56%  263M 1s\n",
            " 52300K .......... .......... .......... .......... .......... 56%  269M 1s\n",
            " 52350K .......... .......... .......... .......... .......... 56% 13.2M 1s\n",
            " 52400K .......... .......... .......... .......... .......... 56%  195M 1s\n",
            " 52450K .......... .......... .......... .......... .......... 57%  178M 1s\n",
            " 52500K .......... .......... .......... .......... .......... 57%  193M 1s\n",
            " 52550K .......... .......... .......... .......... .......... 57%  160M 1s\n",
            " 52600K .......... .......... .......... .......... .......... 57%  229M 1s\n",
            " 52650K .......... .......... .......... .......... .......... 57%  169M 1s\n",
            " 52700K .......... .......... .......... .......... .......... 57%  162M 1s\n",
            " 52750K .......... .......... .......... .......... .......... 57%  163M 1s\n",
            " 52800K .......... .......... .......... .......... .......... 57%  185M 1s\n",
            " 52850K .......... .......... .......... .......... .......... 57%  163M 1s\n",
            " 52900K .......... .......... .......... .......... .......... 57%  194M 1s\n",
            " 52950K .......... .......... .......... .......... .......... 57%  164M 1s\n",
            " 53000K .......... .......... .......... .......... .......... 57%  174M 1s\n",
            " 53050K .......... .......... .......... .......... .......... 57%  166M 1s\n",
            " 53100K .......... .......... .......... .......... .......... 57%  181M 1s\n",
            " 53150K .......... .......... .......... .......... .......... 57%  169M 1s\n",
            " 53200K .......... .......... .......... .......... .......... 57%  172M 1s\n",
            " 53250K .......... .......... .......... .......... .......... 57%  187M 1s\n",
            " 53300K .......... .......... .......... .......... .......... 57%  166M 1s\n",
            " 53350K .......... .......... .......... .......... .......... 58%  171M 1s\n",
            " 53400K .......... .......... .......... .......... .......... 58%  169M 1s\n",
            " 53450K .......... .......... .......... .......... .......... 58%  190M 1s\n",
            " 53500K .......... .......... .......... .......... .......... 58%  188M 1s\n",
            " 53550K .......... .......... .......... .......... .......... 58%  150M 1s\n",
            " 53600K .......... .......... .......... .......... .......... 58%  179M 1s\n",
            " 53650K .......... .......... .......... .......... .......... 58%  213M 1s\n",
            " 53700K .......... .......... .......... .......... .......... 58%  259M 1s\n",
            " 53750K .......... .......... .......... .......... .......... 58%  225M 1s\n",
            " 53800K .......... .......... .......... .......... .......... 58%  249M 1s\n",
            " 53850K .......... .......... .......... .......... .......... 58%  268M 1s\n",
            " 53900K .......... .......... .......... .......... .......... 58%  265M 1s\n",
            " 53950K .......... .......... .......... .......... .......... 58%  217M 1s\n",
            " 54000K .......... .......... .......... .......... .......... 58%  249M 1s\n",
            " 54050K .......... .......... .......... .......... .......... 58%  249M 1s\n",
            " 54100K .......... .......... .......... .......... .......... 58%  261M 1s\n",
            " 54150K .......... .......... .......... .......... .......... 58%  235M 0s\n",
            " 54200K .......... .......... .......... .......... .......... 58%  263M 0s\n",
            " 54250K .......... .......... .......... .......... .......... 59%  250M 0s\n",
            " 54300K .......... .......... .......... .......... .......... 59%  254M 0s\n",
            " 54350K .......... .......... .......... .......... .......... 59%  168M 0s\n",
            " 54400K .......... .......... .......... .......... .......... 59%  241M 0s\n",
            " 54450K .......... .......... .......... .......... .......... 59%  234M 0s\n",
            " 54500K .......... .......... .......... .......... .......... 59%  182M 0s\n",
            " 54550K .......... .......... .......... .......... .......... 59%  193M 0s\n",
            " 54600K .......... .......... .......... .......... .......... 59%  209M 0s\n",
            " 54650K .......... .......... .......... .......... .......... 59%  199M 0s\n",
            " 54700K .......... .......... .......... .......... .......... 59%  220M 0s\n",
            " 54750K .......... .......... .......... .......... .......... 59%  194M 0s\n",
            " 54800K .......... .......... .......... .......... .......... 59%  261M 0s\n",
            " 54850K .......... .......... .......... .......... .......... 59%  180M 0s\n",
            " 54900K .......... .......... .......... .......... .......... 59%  147M 0s\n",
            " 54950K .......... .......... .......... .......... .......... 59%  170M 0s\n",
            " 55000K .......... .......... .......... .......... .......... 59%  206M 0s\n",
            " 55050K .......... .......... .......... .......... .......... 59%  255M 0s\n",
            " 55100K .......... .......... .......... .......... .......... 59%  216M 0s\n",
            " 55150K .......... .......... .......... .......... .......... 59%  156M 0s\n",
            " 55200K .......... .......... .......... .......... .......... 60%  247M 0s\n",
            " 55250K .......... .......... .......... .......... .......... 60%  196M 0s\n",
            " 55300K .......... .......... .......... .......... .......... 60%  196M 0s\n",
            " 55350K .......... .......... .......... .......... .......... 60%  120M 0s\n",
            " 55400K .......... .......... .......... .......... .......... 60%  181M 0s\n",
            " 55450K .......... .......... .......... .......... .......... 60%  143M 0s\n",
            " 55500K .......... .......... .......... .......... .......... 60%  216M 0s\n",
            " 55550K .......... .......... .......... .......... .......... 60%  146M 0s\n",
            " 55600K .......... .......... .......... .......... .......... 60%  179M 0s\n",
            " 55650K .......... .......... .......... .......... .......... 60%  179M 0s\n",
            " 55700K .......... .......... .......... .......... .......... 60%  257M 0s\n",
            " 55750K .......... .......... .......... .......... .......... 60%  189M 0s\n",
            " 55800K .......... .......... .......... .......... .......... 60%  231M 0s\n",
            " 55850K .......... .......... .......... .......... .......... 60%  243M 0s\n",
            " 55900K .......... .......... .......... .......... .......... 60%  260M 0s\n",
            " 55950K .......... .......... .......... .......... .......... 60%  220M 0s\n",
            " 56000K .......... .......... .......... .......... .......... 60%  258M 0s\n",
            " 56050K .......... .......... .......... .......... .......... 60%  266M 0s\n",
            " 56100K .......... .......... .......... .......... .......... 61%  249M 0s\n",
            " 56150K .......... .......... .......... .......... .......... 61%  222M 0s\n",
            " 56200K .......... .......... .......... .......... .......... 61%  271M 0s\n",
            " 56250K .......... .......... .......... .......... .......... 61%  264M 0s\n",
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            " 56350K .......... .......... .......... .......... .......... 61%  218M 0s\n",
            " 56400K .......... .......... .......... .......... .......... 61%  252M 0s\n",
            " 56450K .......... .......... .......... .......... .......... 61%  211M 0s\n",
            " 56500K .......... .......... .......... .......... .......... 61%  196M 0s\n",
            " 56550K .......... .......... .......... .......... .......... 61%  140M 0s\n",
            " 56600K .......... .......... .......... .......... .......... 61%  230M 0s\n",
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            " 56700K .......... .......... .......... .......... .......... 61%  270M 0s\n",
            " 56750K .......... .......... .......... .......... .......... 61%  212M 0s\n",
            " 56800K .......... .......... .......... .......... .......... 61%  252M 0s\n",
            " 56850K .......... .......... .......... .......... .......... 61%  250M 0s\n",
            " 56900K .......... .......... .......... .......... .......... 61%  263M 0s\n",
            " 56950K .......... .......... .......... .......... .......... 61%  235M 0s\n",
            " 57000K .......... .......... .......... .......... .......... 61%  269M 0s\n",
            " 57050K .......... .......... .......... .......... .......... 62%  165M 0s\n",
            " 57100K .......... .......... .......... .......... .......... 62%  175M 0s\n",
            " 57150K .......... .......... .......... .......... .......... 62%  159M 0s\n",
            " 57200K .......... .......... .......... .......... .......... 62%  183M 0s\n",
            " 57250K .......... .......... .......... .......... .......... 62%  223M 0s\n",
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            " 57350K .......... .......... .......... .......... .......... 62%  175M 0s\n",
            " 57400K .......... .......... .......... .......... .......... 62%  194M 0s\n",
            " 57450K .......... .......... .......... .......... .......... 62%  243M 0s\n",
            " 57500K .......... .......... .......... .......... .......... 62%  265M 0s\n",
            " 57550K .......... .......... .......... .......... .......... 62%  216M 0s\n",
            " 57600K .......... .......... .......... .......... .......... 62%  267M 0s\n",
            " 57650K .......... .......... .......... .......... .......... 62%  231M 0s\n",
            " 57700K .......... .......... .......... .......... .......... 62%  166M 0s\n",
            " 57750K .......... .......... .......... .......... .......... 62%  229M 0s\n",
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            " 58000K .......... .......... .......... .......... .......... 63%  174M 0s\n",
            " 58050K .......... .......... .......... .......... .......... 63%  201M 0s\n",
            " 58100K .......... .......... .......... .......... .......... 63%  262M 0s\n",
            " 58150K .......... .......... .......... .......... .......... 63%  225M 0s\n",
            " 58200K .......... .......... .......... .......... .......... 63%  269M 0s\n",
            " 58250K .......... .......... .......... .......... .......... 63%  259M 0s\n",
            " 58300K .......... .......... .......... .......... .......... 63%  230M 0s\n",
            " 58350K .......... .......... .......... .......... .......... 63%  194M 0s\n",
            " 58400K .......... .......... .......... .......... .......... 63%  238M 0s\n",
            " 58450K .......... .......... .......... .......... .......... 63%  211M 0s\n",
            " 58500K .......... .......... .......... .......... .......... 63%  210M 0s\n",
            " 58550K .......... .......... .......... .......... .......... 63%  168M 0s\n",
            " 58600K .......... .......... .......... .......... .......... 63%  187M 0s\n",
            " 58650K .......... .......... .......... .......... .......... 63%  134M 0s\n",
            " 58700K .......... .......... .......... .......... .......... 63%  164M 0s\n",
            " 58750K .......... .......... .......... .......... .......... 63%  199M 0s\n",
            " 58800K .......... .......... .......... .......... .......... 63%  239M 0s\n",
            " 58850K .......... .......... .......... .......... .......... 64%  254M 0s\n",
            " 58900K .......... .......... .......... .......... .......... 64%  191M 0s\n",
            " 58950K .......... .......... .......... .......... .......... 64%  207M 0s\n",
            " 59000K .......... .......... .......... .......... .......... 64%  185M 0s\n",
            " 59050K .......... .......... .......... .......... .......... 64%  225M 0s\n",
            " 59100K .......... .......... .......... .......... .......... 64%  251M 0s\n",
            " 59150K .......... .......... .......... .......... .......... 64%  173M 0s\n",
            " 59200K .......... .......... .......... .......... .......... 64%  195M 0s\n",
            " 59250K .......... .......... .......... .......... .......... 64%  172M 0s\n",
            " 59300K .......... .......... .......... .......... .......... 64%  182M 0s\n",
            " 59350K .......... .......... .......... .......... .......... 64%  210M 0s\n",
            " 59400K .......... .......... .......... .......... .......... 64%  263M 0s\n",
            " 59450K .......... .......... .......... .......... .......... 64%  222M 0s\n",
            " 59500K .......... .......... .......... .......... .......... 64%  186M 0s\n",
            " 59550K .......... .......... .......... .......... .......... 64%  174M 0s\n",
            " 59600K .......... .......... .......... .......... .......... 64%  216M 0s\n",
            " 59650K .......... .......... .......... .......... .......... 64%  242M 0s\n",
            " 59700K .......... .......... .......... .......... .......... 64%  232M 0s\n",
            " 59750K .......... .......... .......... .......... .......... 64%  192M 0s\n",
            " 59800K .......... .......... .......... .......... .......... 65%  187M 0s\n",
            " 59850K .......... .......... .......... .......... .......... 65%  256M 0s\n",
            " 59900K .......... .......... .......... .......... .......... 65%  261M 0s\n",
            " 59950K .......... .......... .......... .......... .......... 65%  213M 0s\n",
            " 60000K .......... .......... .......... .......... .......... 65%  249M 0s\n",
            " 60050K .......... .......... .......... .......... .......... 65%  260M 0s\n",
            " 60100K .......... .......... .......... .......... .......... 65%  256M 0s\n",
            " 60150K .......... .......... .......... .......... .......... 65%  231M 0s\n",
            " 60200K .......... .......... .......... .......... .......... 65%  251M 0s\n",
            " 60250K .......... .......... .......... .......... .......... 65%  267M 0s\n",
            " 60300K .......... .......... .......... .......... .......... 65%  249M 0s\n",
            " 60350K .......... .......... .......... .......... .......... 65%  219M 0s\n",
            " 60400K .......... .......... .......... .......... .......... 65%  257M 0s\n",
            " 60450K .......... .......... .......... .......... .......... 65%  260M 0s\n",
            " 60500K .......... .......... .......... .......... .......... 65%  256M 0s\n",
            " 60550K .......... .......... .......... .......... .......... 65%  228M 0s\n",
            " 60600K .......... .......... .......... .......... .......... 65%  273M 0s\n",
            " 60650K .......... .......... .......... .......... .......... 65%  261M 0s\n",
            " 60700K .......... .......... .......... .......... .......... 66%  180M 0s\n",
            " 60750K .......... .......... .......... .......... .......... 66%  145M 0s\n",
            " 60800K .......... .......... .......... .......... .......... 66%  180M 0s\n",
            " 60850K .......... .......... .......... .......... .......... 66%  244M 0s\n",
            " 60900K .......... .......... .......... .......... .......... 66%  251M 0s\n",
            " 60950K .......... .......... .......... .......... .......... 66%  234M 0s\n",
            " 61000K .......... .......... .......... .......... .......... 66%  209M 0s\n",
            " 61050K .......... .......... .......... .......... .......... 66%  175M 0s\n",
            " 61100K .......... .......... .......... .......... .......... 66%  252M 0s\n",
            " 61150K .......... .......... .......... .......... .......... 66%  209M 0s\n",
            " 61200K .......... .......... .......... .......... .......... 66%  266M 0s\n",
            " 61250K .......... .......... .......... .......... .......... 66%  262M 0s\n",
            " 61300K .......... .......... .......... .......... .......... 66%  257M 0s\n",
            " 61350K .......... .......... .......... .......... .......... 66%  223M 0s\n",
            " 61400K .......... .......... .......... .......... .......... 66%  251M 0s\n",
            " 61450K .......... .......... .......... .......... .......... 66%  267M 0s\n",
            " 61500K .......... .......... .......... .......... .......... 66%  273M 0s\n",
            " 61550K .......... .......... .......... .......... .......... 66% 28.9M 0s\n",
            " 61600K .......... .......... .......... .......... .......... 66%  184M 0s\n",
            " 61650K .......... .......... .......... .......... .......... 67%  188M 0s\n",
            " 61700K .......... .......... .......... .......... .......... 67%  179M 0s\n",
            " 61750K .......... .......... .......... .......... .......... 67%  164M 0s\n",
            " 61800K .......... .......... .......... .......... .......... 67%  167M 0s\n",
            " 61850K .......... .......... .......... .......... .......... 67%  187M 0s\n",
            " 61900K .......... .......... .......... .......... .......... 67%  173M 0s\n",
            " 61950K .......... .......... .......... .......... .......... 67%  219M 0s\n",
            " 62000K .......... .......... .......... .......... .......... 67%  261M 0s\n",
            " 62050K .......... .......... .......... .......... .......... 67%  257M 0s\n",
            " 62100K .......... .......... .......... .......... .......... 67%  258M 0s\n",
            " 62150K .......... .......... .......... .......... .......... 67%  217M 0s\n",
            " 62200K .......... .......... .......... .......... .......... 67%  264M 0s\n",
            " 62250K .......... .......... .......... .......... .......... 67%  267M 0s\n",
            " 62300K .......... .......... .......... .......... .......... 67%  263M 0s\n",
            " 62350K .......... .......... .......... .......... .......... 67% 51.5M 0s\n",
            " 62400K .......... .......... .......... .......... .......... 67%  165M 0s\n",
            " 62450K .......... .......... .......... .......... .......... 67%  225M 0s\n",
            " 62500K .......... .......... .......... .......... .......... 67%  255M 0s\n",
            " 62550K .......... .......... .......... .......... .......... 68%  227M 0s\n",
            " 62600K .......... .......... .......... .......... .......... 68% 12.3M 0s\n",
            " 62650K .......... .......... .......... .......... .......... 68%  158M 0s\n",
            " 62700K .......... .......... .......... .......... .......... 68%  212M 0s\n",
            " 62750K .......... .......... .......... .......... .......... 68%  201M 0s\n",
            " 62800K .......... .......... .......... .......... .......... 68%  144M 0s\n",
            " 62850K .......... .......... .......... .......... .......... 68%  156M 0s\n",
            " 62900K .......... .......... .......... .......... .......... 68%  176M 0s\n",
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            " 63000K .......... .......... .......... .......... .......... 68%  160M 0s\n",
            " 63050K .......... .......... .......... .......... .......... 68%  167M 0s\n",
            " 63100K .......... .......... .......... .......... .......... 68%  192M 0s\n",
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            " 63250K .......... .......... .......... .......... .......... 68%  256M 0s\n",
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            " 63600K .......... .......... .......... .......... .......... 69%  253M 0s\n",
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            " 64000K .......... .......... .......... .......... .......... 69% 5.70M 0s\n",
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            " 64100K .......... .......... .......... .......... .......... 69%  254M 0s\n",
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            " 64200K .......... .......... .......... .......... .......... 69%  272M 0s\n",
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            " 64450K .......... .......... .......... .......... .......... 70% 18.9M 0s\n",
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            " 64700K .......... .......... .......... .......... .......... 70% 16.7M 0s\n",
            " 64750K .......... .......... .......... .......... .......... 70%  148M 0s\n",
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            " 70550K .......... .......... .......... .......... .......... 76%  333M 0s\n",
            " 70600K .......... .......... .......... .......... .......... 76%  247M 0s\n",
            " 70650K .......... .......... .......... .......... .......... 76%  279M 0s\n",
            " 70700K .......... .......... .......... .......... .......... 76%  279M 0s\n",
            " 70750K .......... .......... .......... .......... .......... 76%  241M 0s\n",
            " 70800K .......... .......... .......... .......... .......... 76%  352M 0s\n",
            " 70850K .......... .......... .......... .......... .......... 77%  351M 0s\n",
            " 70900K .......... .......... .......... .......... .......... 77%  363M 0s\n",
            " 70950K .......... .......... .......... .......... .......... 77%  332M 0s\n",
            " 71000K .......... .......... .......... .......... .......... 77%  354M 0s\n",
            " 71050K .......... .......... .......... .......... .......... 77%  377M 0s\n",
            " 71100K .......... .......... .......... .......... .......... 77% 29.6M 0s\n",
            " 71150K .......... .......... .......... .......... .......... 77%  217M 0s\n",
            " 71200K .......... .......... .......... .......... .......... 77%  295M 0s\n",
            " 71250K .......... .......... .......... .......... .......... 77%  362M 0s\n",
            " 71300K .......... .......... .......... .......... .......... 77%  361M 0s\n",
            " 71350K .......... .......... .......... .......... .......... 77% 40.9M 0s\n",
            " 71400K .......... .......... .......... .......... .......... 77%  219M 0s\n",
            " 71450K .......... .......... .......... .......... .......... 77%  237M 0s\n",
            " 71500K .......... .......... .......... .......... .......... 77%  315M 0s\n",
            " 71550K .......... .......... .......... .......... .......... 77%  244M 0s\n",
            " 71600K .......... .......... .......... .......... .......... 77%  278M 0s\n",
            " 71650K .......... .......... .......... .......... .......... 77%  349M 0s\n",
            " 71700K .......... .......... .......... .......... .......... 77%  281M 0s\n",
            " 71750K .......... .......... .......... .......... .......... 78%  246M 0s\n",
            " 71800K .......... .......... .......... .......... .......... 78%  294M 0s\n",
            " 71850K .......... .......... .......... .......... .......... 78%  252M 0s\n",
            " 71900K .......... .......... .......... .......... .......... 78%  187M 0s\n",
            " 71950K .......... .......... .......... .......... .......... 78%  256M 0s\n",
            " 72000K .......... .......... .......... .......... .......... 78%  270M 0s\n",
            " 72050K .......... .......... .......... .......... .......... 78%  298M 0s\n",
            " 72100K .......... .......... .......... .......... .......... 78%  258M 0s\n",
            " 72150K .......... .......... .......... .......... .......... 78%  249M 0s\n",
            " 72200K .......... .......... .......... .......... .......... 78%  261M 0s\n",
            " 72250K .......... .......... .......... .......... .......... 78%  290M 0s\n",
            " 72300K .......... .......... .......... .......... .......... 78%  323M 0s\n",
            " 72350K .......... .......... .......... .......... .......... 78%  260M 0s\n",
            " 72400K .......... .......... .......... .......... .......... 78%  270M 0s\n",
            " 72450K .......... .......... .......... .......... .......... 78%  278M 0s\n",
            " 72500K .......... .......... .......... .......... .......... 78%  350M 0s\n",
            " 72550K .......... .......... .......... .......... .......... 78%  292M 0s\n",
            " 72600K .......... .......... .......... .......... .......... 78%  313M 0s\n",
            " 72650K .......... .......... .......... .......... .......... 78%  259M 0s\n",
            " 72700K .......... .......... .......... .......... .......... 79%  272M 0s\n",
            " 72750K .......... .......... .......... .......... .......... 79%  213M 0s\n",
            " 72800K .......... .......... .......... .......... .......... 79%  275M 0s\n",
            " 72850K .......... .......... .......... .......... .......... 79%  300M 0s\n",
            " 72900K .......... .......... .......... .......... .......... 79%  259M 0s\n",
            " 72950K .......... .......... .......... .......... .......... 79%  227M 0s\n",
            " 73000K .......... .......... .......... .......... .......... 79%  227M 0s\n",
            " 73050K .......... .......... .......... .......... .......... 79%  330M 0s\n",
            " 73100K .......... .......... .......... .......... .......... 79%  369M 0s\n",
            " 73150K .......... .......... .......... .......... .......... 79%  303M 0s\n",
            " 73200K .......... .......... .......... .......... .......... 79%  371M 0s\n",
            " 73250K .......... .......... .......... .......... .......... 79%  356M 0s\n",
            " 73300K .......... .......... .......... .......... .......... 79%  350M 0s\n",
            " 73350K .......... .......... .......... .......... .......... 79%  285M 0s\n",
            " 73400K .......... .......... .......... .......... .......... 79%  325M 0s\n",
            " 73450K .......... .......... .......... .......... .......... 79%  371M 0s\n",
            " 73500K .......... .......... .......... .......... .......... 79%  378M 0s\n",
            " 73550K .......... .......... .......... .......... .......... 79%  311M 0s\n",
            " 73600K .......... .......... .......... .......... .......... 80%  352M 0s\n",
            " 73650K .......... .......... .......... .......... .......... 80%  340M 0s\n",
            " 73700K .......... .......... .......... .......... .......... 80%  373M 0s\n",
            " 73750K .......... .......... .......... .......... .......... 80%  330M 0s\n",
            " 73800K .......... .......... .......... .......... .......... 80%  366M 0s\n",
            " 73850K .......... .......... .......... .......... .......... 80%  377M 0s\n",
            " 73900K .......... .......... .......... .......... .......... 80%  166M 0s\n",
            " 73950K .......... .......... .......... .......... .......... 80%  244M 0s\n",
            " 74000K .......... .......... .......... .......... .......... 80%  367M 0s\n",
            " 74050K .......... .......... .......... .......... .......... 80%  372M 0s\n",
            " 74100K .......... .......... .......... .......... .......... 80% 26.8M 0s\n",
            " 74150K .......... .......... .......... .......... .......... 80%  191M 0s\n",
            " 74200K .......... .......... .......... .......... .......... 80%  257M 0s\n",
            " 74250K .......... .......... .......... .......... .......... 80%  303M 0s\n",
            " 74300K .......... .......... .......... .......... .......... 80%  344M 0s\n",
            " 74350K .......... .......... .......... .......... .......... 80% 10.5M 0s\n",
            " 74400K .......... .......... .......... .......... .......... 80%  191M 0s\n",
            " 74450K .......... .......... .......... .......... .......... 80%  319M 0s\n",
            " 74500K .......... .......... .......... .......... .......... 81%  286M 0s\n",
            " 74550K .......... .......... .......... .......... .......... 81%  225M 0s\n",
            " 74600K .......... .......... .......... .......... .......... 81%  302M 0s\n",
            " 74650K .......... .......... .......... .......... .......... 81%  269M 0s\n",
            " 74700K .......... .......... .......... .......... .......... 81%  327M 0s\n",
            " 74750K .......... .......... .......... .......... .......... 81%  217M 0s\n",
            " 74800K .......... .......... .......... .......... .......... 81%  293M 0s\n",
            " 74850K .......... .......... .......... .......... .......... 81%  281M 0s\n",
            " 74900K .......... .......... .......... .......... .......... 81%  284M 0s\n",
            " 74950K .......... .......... .......... .......... .......... 81%  206M 0s\n",
            " 75000K .......... .......... .......... .......... .......... 81%  238M 0s\n",
            " 75050K .......... .......... .......... .......... .......... 81%  336M 0s\n",
            " 75100K .......... .......... .......... .......... .......... 81%  326M 0s\n",
            " 75150K .......... .......... .......... .......... .......... 81%  300M 0s\n",
            " 75200K .......... .......... .......... .......... .......... 81%  373M 0s\n",
            " 75250K .......... .......... .......... .......... .......... 81%  366M 0s\n",
            " 75300K .......... .......... .......... .......... .......... 81% 64.0M 0s\n",
            " 75350K .......... .......... .......... .......... .......... 81%  243M 0s\n",
            " 75400K .......... .......... .......... .......... .......... 81%  287M 0s\n",
            " 75450K .......... .......... .......... .......... .......... 82%  304M 0s\n",
            " 75500K .......... .......... .......... .......... .......... 82%  367M 0s\n",
            " 75550K .......... .......... .......... .......... .......... 82% 28.0M 0s\n",
            " 75600K .......... .......... .......... .......... .......... 82%  267M 0s\n",
            " 75650K .......... .......... .......... .......... .......... 82%  363M 0s\n",
            " 75700K .......... .......... .......... .......... .......... 82%  375M 0s\n",
            " 75750K .......... .......... .......... .......... .......... 82% 42.5M 0s\n",
            " 75800K .......... .......... .......... .......... .......... 82%  255M 0s\n",
            " 75850K .......... .......... .......... .......... .......... 82%  313M 0s\n",
            " 75900K .......... .......... .......... .......... .......... 82%  364M 0s\n",
            " 75950K .......... .......... .......... .......... .......... 82% 6.86M 0s\n",
            " 76000K .......... .......... .......... .......... .......... 82%  203M 0s\n",
            " 76050K .......... .......... .......... .......... .......... 82%  287M 0s\n",
            " 76100K .......... .......... .......... .......... .......... 82%  322M 0s\n",
            " 76150K .......... .......... .......... .......... .......... 82%  272M 0s\n",
            " 76200K .......... .......... .......... .......... .......... 82%  358M 0s\n",
            " 76250K .......... .......... .......... .......... .......... 82% 30.4M 0s\n",
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            " 76350K .......... .......... .......... .......... .......... 83%  215M 0s\n",
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            " 76800K .......... .......... .......... .......... .......... 83%  276M 0s\n",
            " 76850K .......... .......... .......... .......... .......... 83%  146M 0s\n",
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            " 76950K .......... .......... .......... .......... .......... 83%  236M 0s\n",
            " 77000K .......... .......... .......... .......... .......... 83%  277M 0s\n",
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            " 77100K .......... .......... .......... .......... .......... 83%  359M 0s\n",
            " 77150K .......... .......... .......... .......... .......... 83%  269M 0s\n",
            " 77200K .......... .......... .......... .......... .......... 83%  340M 0s\n",
            " 77250K .......... .......... .......... .......... .......... 83%  370M 0s\n",
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            " 77750K .......... .......... .......... .......... .......... 84%  319M 0s\n",
            " 77800K .......... .......... .......... .......... .......... 84%  347M 0s\n",
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            " 78000K .......... .......... .......... .......... .......... 84%  371M 0s\n",
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            " 78100K .......... .......... .......... .......... .......... 84% 28.5M 0s\n",
            " 78150K .......... .......... .......... .......... .......... 84%  211M 0s\n",
            " 78200K .......... .......... .......... .......... .......... 85%  272M 0s\n",
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            " 79100K .......... .......... .......... .......... .......... 86%  241M 0s\n",
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            " 82950K .......... .......... .......... .......... .......... 90%  170M 0s\n",
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            " 92000K .......... .......... .......                         100%  404M=1.0s\n",
            "\n",
            "2021-05-03 18:01:44 (93.1 MB/s) - ‘Miniconda3-latest-Linux-x86_64.sh’ saved [94235922/94235922]\n",
            "\n",
            "\r  0%|          | 0/36 [00:00<?, ?it/s]\rExtracting : openssl-1.1.1h-h7b6447c_0.conda:   0%|          | 0/36 [00:00<?, ?it/s]\rExtracting : openssl-1.1.1h-h7b6447c_0.conda:   3%|▎         | 1/36 [00:00<00:04,  8.63it/s]\rExtracting : zlib-1.2.11-h7b6447c_3.conda:   3%|▎         | 1/36 [00:00<00:04,  8.63it/s]   \rExtracting : ca-certificates-2020.10.14-0.conda:   6%|▌         | 2/36 [00:00<00:03,  8.63it/s]\rExtracting : tk-8.6.10-hbc83047_0.conda:   8%|▊         | 3/36 [00:00<00:03,  8.63it/s]        \rExtracting : requests-2.24.0-py_0.conda:  11%|█         | 4/36 [00:00<00:03,  8.63it/s]\rExtracting : brotlipy-0.7.0-py38h27cfd23_1003.conda:  14%|█▍        | 5/36 [00:00<00:03,  8.63it/s]\rExtracting : yaml-0.2.5-h7b6447c_0.conda:  17%|█▋        | 6/36 [00:00<00:03,  8.63it/s]           \rExtracting : cffi-1.14.3-py38h261ae71_2.conda:  19%|█▉        | 7/36 [00:00<00:03,  8.63it/s]\rExtracting : cffi-1.14.3-py38h261ae71_2.conda:  22%|██▏       | 8/36 [00:00<00:02, 11.56it/s]\rExtracting : conda-4.9.2-py38h06a4308_0.conda:  22%|██▏       | 8/36 [00:00<00:02, 11.56it/s]\rExtracting : libstdcxx-ng-9.1.0-hdf63c60_0.conda:  25%|██▌       | 9/36 [00:00<00:02, 11.56it/s]\rExtracting : urllib3-1.25.11-py_0.conda:  28%|██▊       | 10/36 [00:00<00:02, 11.56it/s]        \rExtracting : conda-package-handling-1.7.2-py38h03888b9_0.conda:  31%|███       | 11/36 [00:00<00:02, 11.56it/s]\rExtracting : ruamel_yaml-0.15.87-py38h7b6447c_1.conda:  33%|███▎      | 12/36 [00:00<00:02, 11.56it/s]         \rExtracting : ruamel_yaml-0.15.87-py38h7b6447c_1.conda:  36%|███▌      | 13/36 [00:00<00:01, 13.84it/s]\rExtracting : tqdm-4.51.0-pyhd3eb1b0_0.conda:  36%|███▌      | 13/36 [00:00<00:01, 13.84it/s]          \rExtracting : cryptography-3.2.1-py38h3c74f83_1.conda:  39%|███▉      | 14/36 [00:00<00:01, 13.84it/s]\rExtracting : setuptools-50.3.1-py38h06a4308_1.conda:  42%|████▏     | 15/36 [00:00<00:01, 13.84it/s] \rExtracting : libedit-3.1.20191231-h14c3975_1.conda:  44%|████▍     | 16/36 [00:00<00:01, 13.84it/s] \rExtracting : pysocks-1.7.1-py38h06a4308_0.conda:  47%|████▋     | 17/36 [00:00<00:01, 13.84it/s]   \rExtracting : pycparser-2.20-py_2.conda:  50%|█████     | 18/36 [00:00<00:01, 13.84it/s]         \rExtracting : chardet-3.0.4-py38h06a4308_1003.conda:  53%|█████▎    | 19/36 [00:00<00:01, 13.84it/s]\rExtracting : xz-5.2.5-h7b6447c_0.conda:  56%|█████▌    | 20/36 [00:00<00:01, 13.84it/s]            \rExtracting : libgcc-ng-9.1.0-hdf63c60_0.conda:  58%|█████▊    | 21/36 [00:00<00:01, 13.84it/s]\rExtracting : wheel-0.35.1-pyhd3eb1b0_0.conda:  61%|██████    | 22/36 [00:00<00:01, 13.84it/s] \rExtracting : six-1.15.0-py38h06a4308_0.conda:  64%|██████▍   | 23/36 [00:00<00:00, 13.84it/s]\rExtracting : python-3.8.5-h7579374_1.conda:  67%|██████▋   | 24/36 [00:01<00:00, 13.84it/s]  \rExtracting : python-3.8.5-h7579374_1.conda:  69%|██████▉   | 25/36 [00:01<00:00, 14.79it/s]\rExtracting : pycosat-0.6.3-py38h7b6447c_1.conda:  69%|██████▉   | 25/36 [00:01<00:00, 14.79it/s]\rExtracting : _libgcc_mutex-0.1-main.conda:  72%|███████▏  | 26/36 [00:01<00:00, 14.79it/s]      \rExtracting : idna-2.10-py_0.conda:  75%|███████▌  | 27/36 [00:01<00:00, 14.79it/s]        \rExtracting : pip-20.2.4-py38h06a4308_0.conda:  78%|███████▊  | 28/36 [00:01<00:00, 14.79it/s]\rExtracting : sqlite-3.33.0-h62c20be_0.conda:  81%|████████  | 29/36 [00:01<00:00, 14.79it/s] \rExtracting : certifi-2020.6.20-pyhd3eb1b0_3.conda:  83%|████████▎ | 30/36 [00:01<00:00, 14.79it/s]\rExtracting : ncurses-6.2-he6710b0_1.conda:  86%|████████▌ | 31/36 [00:01<00:00, 14.79it/s]        \rExtracting : ld_impl_linux-64-2.33.1-h53a641e_7.conda:  89%|████████▉ | 32/36 [00:01<00:00, 14.79it/s]\rExtracting : pyopenssl-19.1.0-pyhd3eb1b0_1.conda:  92%|█████████▏| 33/36 [00:01<00:00, 14.79it/s]     \rExtracting : libffi-3.3-he6710b0_2.conda:  94%|█████████▍| 34/36 [00:01<00:00, 14.79it/s]        \rExtracting : readline-8.0-h7b6447c_0.conda:  97%|█████████▋| 35/36 [00:01<00:00, 14.79it/s]\r                                                                                           \r"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "p7t4q-EeUuOW"
      },
      "source": [
        "import sys\n",
        "sys.path.append('/usr/local/lib/python3.7/site-packages/')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jhrEvBmMCsJy",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "f06643aa-b9ea-49e5-ed90-4c24cd5adb50"
      },
      "source": [
        "!pip install --upgrade deepsmiles"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Collecting deepsmiles\n",
            "  Downloading deepsmiles-1.0.1-py2.py3-none-any.whl (12 kB)\n",
            "Installing collected packages: deepsmiles\n",
            "Successfully installed deepsmiles-1.0.1\n",
            "\u001b[33mWARNING: Running pip as root will break packages and permissions. You should install packages reliably by using venv: https://pip.pypa.io/warnings/venv\u001b[0m\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Og0Br1r1aBV3",
        "outputId": "8ede18fc-0ddd-438b-bbaa-796a3eb1bdcc"
      },
      "source": [
        "!pip install tqdm"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: tqdm in /usr/local/lib/python3.7/site-packages (4.51.0)\n",
            "\u001b[33mWARNING: Running pip as root will break packages and permissions. You should install packages reliably by using venv: https://pip.pypa.io/warnings/venv\u001b[0m\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "zAOvkrPmCKuZ"
      },
      "source": [
        "# Filter duplicates and generate statistics"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xa9GKLryXnja"
      },
      "source": [
        "import csv\n",
        "import statistics as stat\n",
        "\n",
        "filtered_smiles = set()\n",
        "total_unfiltered = 0\n",
        "total_filtered = 0\n",
        "lens_unfiltered = []\n",
        "lens_filtered = []\n",
        "with open('CID-SMILES', 'r') as f:\n",
        "  cr = csv.reader(f, delimiter='\\t')\n",
        "  for row in cr:\n",
        "    total_unfiltered += 1\n",
        "    sm = row[1]\n",
        "    lens_unfiltered.append(len(sm))\n",
        "    if sm not in filtered_smiles:\n",
        "      total_filtered += 1\n",
        "      filtered_smiles.add(sm)\n",
        "      lens_filtered.append(len(sm))\n",
        "\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Z6ewEgp0BuFQ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "37c65283-fc18-46a7-9e21-7b5542f4f6a3"
      },
      "source": [
        "import numpy as np\n",
        "print('Unfiltered:')\n",
        "print(f'Size: {total_unfiltered}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Unfiltered:\n",
            "Size: 109910140\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fm99FKcQBuvv",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "c5a51533-8b7c-4d94-fe56-a1b32e40dcd2"
      },
      "source": [
        "print('Filtered:')\n",
        "print(f'Size: {total_filtered}')\n",
        "print(f'Mean: {np.mean(lens_filtered)}')\n",
        "print(f'Median: {np.median(lens_filtered)}')\n",
        "print(f'Percentiles: {np.quantile(lens_filtered, [0.0, 0.25, 0.5, 0.75, 1.0])}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Filtered:\n",
            "Size: 109864176\n",
            "Mean: 52.807851969872324\n",
            "Median: 47.0\n",
            "Percentiles: [1.000e+00 3.600e+01 4.700e+01 6.200e+01 3.531e+03]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "b0yvNM1mCOa8"
      },
      "source": [
        "# Sample subset from filtered and generate deepsmiles; save dataset as file"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CazqBuO-CN5O"
      },
      "source": [
        "import random\n",
        "import deepsmiles\n",
        "random.seed(60201)\n",
        "converter = deepsmiles.Converter(rings=True, branches=True)\n",
        "#encoded = converter.encode(\"c1cccc(C(=O)Cl)c1\")\n",
        "from tqdm import tqdm\n",
        "from rdkit import Chem\n",
        "from rdkit.Chem import Draw\n",
        "from xml.dom import minidom\n",
        "from scipy.spatial.ckdtree import cKDTree\n",
        "import sys"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JzkMVpseOXLk"
      },
      "source": [
        "def _get_unique_atom_smiles_and_rarity(smiles):\n",
        "    mol = Chem.MolFromSmiles(smiles)\n",
        "    assert mol, f'INVALID SMILES STRING: {smiles}'\n",
        "    dm = Draw.PrepareMolForDrawing(mol)\n"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "COdRFEA-DgIE",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "443a6426-2b57-44e3-8396-ebf0318c8efe"
      },
      "source": [
        "k = 30000\n",
        "filtered_sample = None\n",
        "still_needed = k\n",
        "final_sample = []\n",
        "while still_needed > 0:\n",
        "  filtered_sample = random.sample(filtered_smiles, still_needed)\n",
        "  still_needed = 0\n",
        "  for s in tqdm(filtered_sample):\n",
        "    try:\n",
        "      _get_unique_atom_smiles_and_rarity(s)\n",
        "      final_sample.append(s)\n",
        "    except:\n",
        "      still_needed += 1\n",
        "      print(f'Found {still_needed} samples as invalid.')\n",
        "\n",
        "filtered_sample = final_sample\n",
        "filtered_sample_lens = [len(s) for s in filtered_sample]\n",
        "\n",
        "assert len(filtered_sample) == k, f'Actually sampled {len(filtered_sample)}.'"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "  8%|▊         | 2472/30000 [00:01<00:13, 2046.81it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 1 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 11%|█         | 3178/30000 [00:01<00:11, 2254.10it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 2 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 12%|█▏        | 3670/30000 [00:01<00:11, 2311.80it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 3 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 20%|██        | 6081/30000 [00:02<00:10, 2280.97it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 4 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 24%|██▍       | 7322/30000 [00:03<00:11, 1990.20it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 5 samples as invalid.\n",
            "Found 6 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 26%|██▌       | 7835/30000 [00:03<00:10, 2045.29it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 7 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 38%|███▊      | 11398/30000 [00:05<00:09, 1882.75it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 8 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 43%|████▎     | 12834/30000 [00:06<00:08, 2105.89it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 9 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 45%|████▌     | 13538/30000 [00:06<00:07, 2157.69it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 10 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 55%|█████▍    | 16477/30000 [00:08<00:06, 2042.42it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 11 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 58%|█████▊    | 17402/30000 [00:08<00:05, 2213.02it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 12 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 63%|██████▎   | 18866/30000 [00:09<00:04, 2422.43it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 13 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 68%|██████▊   | 20301/30000 [00:10<00:04, 2223.66it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 14 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 74%|███████▍  | 22224/30000 [00:13<00:11, 698.12it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 15 samples as invalid.\n",
            "Found 16 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 76%|███████▌  | 22863/30000 [00:13<00:05, 1245.06it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 17 samples as invalid.\n",
            "Found 18 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 84%|████████▎ | 25106/30000 [00:14<00:02, 2267.22it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 19 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 90%|█████████ | 27019/30000 [00:15<00:01, 2031.76it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 20 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 27516/30000 [00:15<00:01, 2247.16it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 21 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 97%|█████████▋| 29202/30000 [00:16<00:00, 2326.75it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 22 samples as invalid.\n",
            "Found 23 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            " 99%|█████████▉| 29698/30000 [00:16<00:00, 1457.81it/s]"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Found 24 samples as invalid.\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "100%|██████████| 30000/30000 [00:16<00:00, 1769.39it/s]\n",
            "100%|██████████| 24/24 [00:00<00:00, 2446.37it/s]\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yNrGMnvSE2Jy",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "192b122f-87ff-42b2-932c-7e651c49428f"
      },
      "source": [
        "print(f'Filtered {k}-Sample:')\n",
        "print(f'Mean: {np.mean(filtered_sample_lens)}')\n",
        "print(f'Median: {np.median(filtered_sample_lens)}')\n",
        "print(f'Percentiles: {np.quantile(filtered_sample_lens, [0.0, 0.25, 0.5, 0.75, 1.0])}')"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Filtered 30000-Sample:\n",
            "Mean: 53.008\n",
            "Median: 48.0\n",
            "Percentiles: [  6.  36.  48.  63. 824.]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "_twesBGYGHSp"
      },
      "source": [
        "## Save file with image name, smiles and image name, deepsmiles"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "BgX8CfmCFdXW"
      },
      "source": [
        "Use this block for generating training data .csv file for TRAINING Chem-Detectron2"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Lpmek9DxFeP3"
      },
      "source": [
        "f1n = f'pubchem_smiles_{k}.csv'\n",
        "f2n = f'pubchem_deepsmiles_{k}.csv'\n",
        "with open(f1n, 'w') as fw1, open(f2n, 'w') as fw2:\n",
        "  cw1 = csv.writer(fw1)\n",
        "  cw2 = csv.writer(fw2)\n",
        "  headers = ['file_name', 'SMILES']\n",
        "  cw1.writerow(headers)\n",
        "  cw2.writerow(headers)\n",
        "  for i, smil in enumerate(filtered_sample):\n",
        "    img_name = f'train_{i}.png'\n",
        "    deepsmiles_str = converter.encode(smil)\n",
        "    cw1.writerow([img_name, smil])\n",
        "    cw2.writerow([img_name, deepsmiles_str])\n",
        "print(len(filtered_sample))"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ICdx6rPuFhYi"
      },
      "source": [
        "Use this block for generating images used to generating features from Chem-Detectron2 for Chem-OSCAR's inputs"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "r8X3sibXAknO"
      },
      "source": [
        "import json\n",
        "smiles_json = {}\n",
        "for i, smil in enumerate(filtered_sample):\n",
        "  img_name = f'test_{i}.png'\n",
        "  smiles_json[img_name] = smil\n",
        "\n",
        "fj_name = f\"smiles_json_{k}.json\"\n",
        "with open(fj_name, 'w') as fj:\n",
        "  json.dump(smiles_json, fj)"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "JLSG81pfv6g1",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "1bc09560-ef05-4740-8d4a-eacd6019cab7"
      },
      "source": [
        "!ls\n",
        "!mv pubchem_deepsmiles_2000000.csv pubchem_smiles_2000000.csv drive/MyDrive/"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "CID-SMILES\t      Miniconda3-latest-Linux-x86_64.sh  smiles_json_30000.json\n",
            "drive\t\t      sample_data\n",
            "ftp.ncbi.nlm.nih.gov  smiles_json_10000.json\n",
            "mv: cannot stat 'pubchem_deepsmiles_2000000.csv': No such file or directory\n",
            "mv: cannot stat 'pubchem_smiles_2000000.csv': No such file or directory\n"
          ],
          "name": "stdout"
        }
      ]
    }
  ]
}