BiGo_larvae_manuscript_2.ipynb

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   "cells": [
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "An effort to reproduce the Olson development / lineage paper"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "#some things to start - set working directory\n",
      "mywd=\"/Users/sr320/Desktop/\"\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "cd {mywd}"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "/Users/sr320/Desktop\n"
       ]
      }
     ],
     "prompt_number": 2
    },
    {
     "cell_type": "heading",
     "level": 1,
     "metadata": {},
     "source": [
      "Download Quality Trimmed Fastq files"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "!wget http://eagle.fish.washington.edu/trilobite/Crassostrea_gigas_HTSdata/BiGo_larvae_cc/BiGo_lar_fastq.tgz"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "--2014-07-07 14:39:47--  http://eagle.fish.washington.edu/trilobite/Crassostrea_gigas_HTSdata/BiGo_larvae_cc/BiGo_lar_fastq.tgz\r\n",
        "Resolving eagle.fish.washington.edu... "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "128.95.149.81\r\n",
        "Connecting to eagle.fish.washington.edu|128.95.149.81|:80... "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "connected.\r\n",
        "HTTP request sent, awaiting response... "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "200 OK\r\n",
        "Length: 4898503276 (4.6G) [application/x-gzip]\r\n",
        "Saving to: `BiGo_lar_fastq.tgz'\r\n",
        "\r\n",
        "\r",
        " 0% [                                       ] 0           --.-K/s              "
       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 184,616,832 8.38M/s  eta 8m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 186,747,906 8.65M/s  eta 8m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 188,876,232 8.82M/s  eta 8m 21s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 191,059,518 9.15M/s  eta 8m 21s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 193,212,576 9.31M/s  eta 8m 21s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 3% [>                                      ] 195,369,756 9.45M/s  eta 8m 21s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 197,533,806 9.67M/s  eta 8m 21s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 199,690,986 9.78M/s  eta 8m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 201,885,264 9.93M/s  eta 8m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 204,021,834 10.1M/s  eta 8m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 206,213,364 10.1M/s  eta 8m 16s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 208,404,894 10.2M/s  eta 8m 16s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 210,630,774 10.2M/s  eta 8m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 212,831,922 10.3M/s  eta 8m 12s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 214,943,760 10.3M/s  eta 8m 12s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 217,066,590 10.3M/s  eta 8m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 219,212,778 10.3M/s  eta 8m 12s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 221,442,780 10.3M/s  eta 8m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 223,654,920 10.3M/s  eta 8m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 225,880,800 10.3M/s  eta 8m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 228,127,290 10.4M/s  eta 8m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 230,314,698 10.4M/s  eta 8m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 232,524,090 10.4M/s  eta 8m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 234,641,424 10.4M/s  eta 8m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 236,626,854 10.3M/s  eta 8m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 238,609,536 10.3M/s  eta 8m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 240,836,790 10.3M/s  eta 8m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 4% [>                                      ] 243,084,654 10.3M/s  eta 8m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [>                                      ] 245,338,014 10.3M/s  eta 8m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [>                                      ] 247,599,618 10.3M/s  eta 8m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [>                                      ] 249,413,298 10.2M/s  eta 8m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 251,680,398 10.3M/s  eta 8m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 253,943,376 10.3M/s  eta 7m 58s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 256,180,248 10.3M/s  eta 7m 58s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 258,459,714 10.3M/s  eta 7m 58s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 260,715,822 10.3M/s  eta 7m 58s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 262,974,678 10.4M/s  eta 7m 58s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 265,228,038 10.4M/s  eta 7m 54s  "
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      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 267,365,462 10.3M/s  eta 7m 54s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 5% [=>                                     ] 268,616,322 10.1M/s  eta 7m 54s  "
       ]
      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 270,124,974 10.0M/s  eta 7m 54s  "
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      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 271,714,692 9.83M/s  eta 7m 54s  "
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      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 273,430,818 9.64M/s  eta 7m 56s  "
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      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 275,234,880 9.51M/s  eta 7m 56s  "
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      },
      {
       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 277,132,374 9.43M/s  eta 7m 56s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 279,028,494 9.41M/s  eta 7m 56s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 280,946,598 9.32M/s  eta 7m 56s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 282,916,914 9.26M/s  eta 7m 55s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 285,021,882 9.16M/s  eta 7m 55s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 287,067,768 9.12M/s  eta 7m 55s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 289,167,240 9.10M/s  eta 7m 55s  "
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 291,204,882 8.97M/s  eta 7m 55s  "
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       "output_type": "stream",
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       "text": [
        "\r",
        " 5% [=>                                     ] 293,216,418 8.92M/s  eta 7m 53s  "
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      },
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       "output_type": "stream",
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       "text": [
        "\r",
        " 6% [=>                                     ] 295,259,556 8.89M/s  eta 7m 53s  "
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        "\r",
        " 6% [=>                                     ] 297,324,678 9.10M/s  eta 7m 53s  "
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        "\r",
        " 6% [=>                                     ] 299,496,972 9.28M/s  eta 7m 53s  "
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      },
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        "\r",
        " 6% [=>                                     ] 301,645,908 9.43M/s  eta 7m 53s  "
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        "\r",
        " 6% [=>                                     ] 303,809,958 9.63M/s  eta 7m 51s  "
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        "\r",
        " 6% [=>                                     ] 305,971,260 9.73M/s  eta 7m 51s  "
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        "\r",
        " 6% [=>                                     ] 308,124,318 9.80M/s  eta 7m 51s  "
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        "\r",
        " 6% [=>                                     ] 310,315,848 9.93M/s  eta 7m 51s  "
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        "\r",
        " 6% [=>                                     ] 312,490,890 10.0M/s  eta 7m 51s  "
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        "\r",
        " 6% [=>                                     ] 314,705,778 10.1M/s  eta 7m 48s  "
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        "\r",
        " 6% [=>                                     ] 316,968,756 10.1M/s  eta 7m 48s  "
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        "\r",
        " 6% [=>                                     ] 319,227,612 10.2M/s  eta 7m 48s  "
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        "\r",
        " 6% [=>                                     ] 321,460,258 10.2M/s  eta 7m 48s  "
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        "\r",
        " 6% [=>                                     ] 323,671,128 10.3M/s  eta 7m 48s  "
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        "\r",
        " 6% [=>                                     ] 325,920,366 10.3M/s  eta 7m 45s  "
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        "\r",
        " 6% [=>                                     ] 328,190,214 10.4M/s  eta 7m 45s  "
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        "\r",
        " 6% [=>                                     ] 330,444,948 10.5M/s  eta 7m 45s  "
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        "\r",
        " 6% [=>                                     ] 332,701,056 10.5M/s  eta 7m 45s  "
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        "\r",
        " 6% [=>                                     ] 334,964,034 10.6M/s  eta 7m 45s  "
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        "\r",
        " 6% [=>                                     ] 337,217,394 10.6M/s  eta 7m 42s  "
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        "\r",
        " 6% [=>                                     ] 339,488,512 10.6M/s  eta 7m 42s  "
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        "\r",
        " 6% [=>                                     ] 341,744,724 10.6M/s  eta 7m 42s  "
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        "\r",
        " 7% [=>                                     ] 344,014,468 10.7M/s  eta 7m 42s  "
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        "\r",
        " 7% [=>                                     ] 346,023,256 10.4M/s  eta 7m 42s  "
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        "\r",
        " 7% [=>                                     ] 348,247,658 10.4M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 350,934,036 10.5M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 352,839,774 10.4M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 354,491,322 10.2M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 355,854,330 9.92M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 357,358,756 9.70M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 359,025,522 9.48M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 360,682,566 9.32M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 362,405,562 9.18M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 364,169,778 8.97M/s  eta 7m 40s  "
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        "\r",
        " 7% [=>                                     ] 366,027,426 8.88M/s  eta 7m 41s  "
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        "\r",
        " 7% [=>                                     ] 367,901,562 8.79M/s  eta 7m 41s  "
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        "\r",
        " 7% [=>                                     ] 369,829,284 8.63M/s  eta 7m 41s  "
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        "\r",
        " 7% [=>                                     ] 371,822,958 8.57M/s  eta 7m 41s  "
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        "\r",
        " 7% [=>                                     ] 373,831,746 8.54M/s  eta 7m 41s  "
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        "\r",
        " 7% [=>                                     ] 375,887,250 8.73M/s  eta 7m 40s  "
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       "text": [
        "\r",
        " 7% [==>                                    ] 378,003,210 8.58M/s  eta 7m 40s  "
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       "text": [
        "\r",
        " 7% [==>                                    ] 380,088,942 8.57M/s  eta 7m 40s  "
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        "\r",
        " 7% [==>                                    ] 382,165,056 8.76M/s  eta 7m 40s  "
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       "text": [
        "\r",
        " 7% [==>                                    ] 384,205,446 8.94M/s  eta 7m 40s  "
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        "\r",
        " 7% [==>                                    ] 386,255,454 9.10M/s  eta 7m 38s  "
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       "text": [
        "\r",
        " 7% [==>                                    ] 388,385,154 9.38M/s  eta 7m 38s  "
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        "\r",
        " 7% [==>                                    ] 390,573,832 9.44M/s  eta 7m 38s  "
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        "\r",
        " 8% [==>                                    ] 392,498,910 9.50M/s  eta 7m 38s  "
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        "\r",
        " 8% [==>                                    ] 394,645,098 9.66M/s  eta 7m 38s  "
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        "\r",
        " 8% [==>                                    ] 396,835,254 9.75M/s  eta 7m 36s  "
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        "\r",
        " 8% [==>                                    ] 399,013,044 9.84M/s  eta 7m 36s  "
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        "\r",
        " 8% [==>                                    ] 401,181,216 9.95M/s  eta 7m 36s  "
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        "\r",
        " 8% [==>                                    ] 403,328,778 9.99M/s  eta 7m 36s  "
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        "\r",
        " 8% [==>                                    ] 405,506,568 10.0M/s  eta 7m 36s  "
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        "\r",
        " 8% [==>                                    ] 407,751,684 10.1M/s  eta 7m 34s  "
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       "text": [
        "\r",
        " 8% [==>                                    ] 409,950,084 10.1M/s  eta 7m 34s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 412,193,826 10.2M/s  eta 7m 34s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 414,235,590 10.2M/s  eta 7m 34s  "
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 416,438,112 10.2M/s  eta 7m 34s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 418,687,350 10.3M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 420,940,710 10.3M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 423,189,948 10.4M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 425,447,430 10.4M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 427,689,798 10.5M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 429,943,158 10.5M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 432,200,640 10.5M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 434,469,114 10.5M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 435,943,416 10.3M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 437,287,188 10.1M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 438,622,716 9.84M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 8% [==>                                    ] 440,086,026 9.59M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 441,422,928 9.33M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 442,078,326 8.91M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 443,064,858 8.58M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 443,434,464 7.24M/s  eta 7m 38s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 443,639,190 6.72M/s  eta 7m 38s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 444,969,222 6.52M/s  eta 7m 38s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 446,398,182 6.36M/s  eta 7m 38s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 447,985,152 6.05M/s  eta 7m 38s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 449,691,660 5.97M/s  eta 7m 41s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 451,446,258 5.90M/s  eta 7m 41s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 453,255,816 5.64M/s  eta 7m 41s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 455,111,882 5.60M/s  eta 7m 41s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 456,979,356 5.72M/s  eta 7m 41s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 458,793,036 5.83M/s  eta 7m 40s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 460,759,230 6.01M/s  eta 7m 40s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 462,761,148 6.17M/s  eta 7m 40s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 464,724,594 6.53M/s  eta 7m 40s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 466,835,058 6.79M/s  eta 7m 40s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 468,890,562 7.03M/s  eta 7m 39s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 470,886,984 8.60M/s  eta 7m 39s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 473,002,944 8.82M/s  eta 7m 39s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 475,095,546 9.02M/s  eta 7m 39s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 477,199,140 9.26M/s  eta 7m 39s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 479,338,354 9.39M/s  eta 7m 37s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 481,494,264 9.49M/s  eta 7m 37s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 483,672,054 9.65M/s  eta 7m 37s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 485,875,846 9.73M/s  eta 7m 37s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        " 9% [==>                                    ] 488,061,984 9.82M/s  eta 7m 37s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 490,301,604 9.99M/s  eta 7m 35s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 492,526,110 10.1M/s  eta 7m 35s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 494,725,884 10.1M/s  eta 7m 35s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 496,924,284 10.2M/s  eta 7m 35s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 499,155,660 10.2M/s  eta 7m 35s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [==>                                    ] 501,388,410 10.3M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 503,643,144 10.4M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 505,891,008 10.4M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 508,159,482 10.5M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 510,415,590 10.5M/s  eta 7m 32s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 512,673,072 10.6M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 514,933,302 10.6M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 517,207,272 10.6M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 519,474,268 10.6M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 521,726,358 10.7M/s  eta 7m 30s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 523,740,642 10.6M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 524,650,230 10.2M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 526,009,116 9.95M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 527,416,092 9.68M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 528,876,654 9.46M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 530,580,414 9.32M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 532,260,816 9.10M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 534,108,846 8.99M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 535,987,104 8.91M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "10% [===>                                   ] 538,037,112 8.78M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 540,047,274 8.73M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 542,020,338 8.68M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 544,048,362 8.54M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 546,086,004 8.50M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 548,138,760 8.47M/s  eta 7m 29s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 550,191,516 8.42M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 552,271,752 8.67M/s  eta 7m 27s  "
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 554,378,094 8.88M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 556,481,688 9.17M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 558,637,494 9.38M/s  eta 7m 27s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 560,752,080 9.50M/s  eta 7m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 562,883,154 9.69M/s  eta 7m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 565,059,570 9.80M/s  eta 7m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 567,274,458 9.86M/s  eta 7m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 569,507,208 9.97M/s  eta 7m 25s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 571,739,958 10.0M/s  eta 7m 23s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 573,950,724 10.1M/s  eta 7m 23s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 576,164,238 10.2M/s  eta 7m 23s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 578,410,728 10.2M/s  eta 7m 23s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 580,611,876 10.3M/s  eta 7m 23s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 582,431,052 10.2M/s  eta 7m 22s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 584,691,282 10.3M/s  eta 7m 22s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "11% [===>                                   ] 586,941,790 10.3M/s  eta 7m 22s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 589,204,872 10.4M/s  eta 7m 22s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 591,498,078 10.4M/s  eta 7m 22s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 593,736,324 10.4M/s  eta 7m 19s  "
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 595,993,806 10.5M/s  eta 7m 19s  "
       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 598,254,036 10.5M/s  eta 7m 19s  "
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 600,518,388 10.5M/s  eta 7m 19s  "
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 602,774,496 10.6M/s  eta 7m 19s  "
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 604,718,706 10.5M/s  eta 7m 17s  "
       ]
      },
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       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 605,753,328 10.1M/s  eta 7m 17s  "
       ]
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       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 607,271,598 9.88M/s  eta 7m 17s  "
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       "text": [
        "\r",
        "12% [===>                                   ] 608,789,868 9.67M/s  eta 7m 17s  "
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       "text": [
        "\r",
        "12% [===>                                   ] 610,302,642 9.46M/s  eta 7m 17s  "
       ]
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       "text": [
        "\r",
        "12% [===>                                   ] 611,967,930 9.39M/s  eta 7m 18s  "
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       "text": [
        "\r",
        "12% [===>                                   ] 613,804,968 9.27M/s  eta 7m 18s  "
       ]
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       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 615,633,762 9.17M/s  eta 7m 18s  "
       ]
      },
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       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 617,527,134 9.00M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 619,465,848 8.93M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 621,539,214 8.91M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 623,593,344 8.78M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 625,592,514 8.73M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [===>                                   ] 627,580,692 8.68M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [====>                                  ] 629,671,920 8.56M/s  eta 7m 18s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [====>                                  ] 631,783,758 8.55M/s  eta 7m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [====>                                  ] 633,957,426 8.82M/s  eta 7m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "12% [====>                                  ] 636,085,752 9.13M/s  eta 7m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 638,219,574 9.28M/s  eta 7m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 639,702,016 9.24M/s  eta 7m 16s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 642,059,904 9.52M/s  eta 7m 15s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 644,206,092 9.62M/s  eta 7m 15s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 646,294,468 9.67M/s  eta 7m 15s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 648,208,554 9.70M/s  eta 7m 15s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 650,336,880 9.76M/s  eta 7m 15s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 652,491,312 9.80M/s  eta 7m 13s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 654,627,882 9.82M/s  eta 7m 13s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 656,797,428 9.88M/s  eta 7m 13s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 658,994,454 9.92M/s  eta 7m 13s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 661,202,472 9.98M/s  eta 7m 13s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 663,448,962 10.0M/s  eta 7m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 665,678,964 10.1M/s  eta 7m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 667,930,950 10.1M/s  eta 7m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 670,176,066 10.1M/s  eta 7m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 672,415,686 10.2M/s  eta 7m 12s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 674,692,404 10.4M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 676,945,764 10.4M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 679,211,490 10.4M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 681,456,606 10.6M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 683,708,592 10.6M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "13% [====>                                  ] 685,628,070 10.5M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 686,675,058 10.2M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 687,919,902 9.88M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 689,293,902 9.65M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 690,626,682 9.33M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 692,057,016 9.11M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 693,642,612 8.94M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 695,305,152 8.70M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 697,003,416 8.55M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 698,792,364 8.44M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 700,567,572 8.22M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 702,437,586 8.14M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 704,372,178 8.09M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 706,353,486 7.91M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 708,359,526 7.88M/s  eta 7m 9s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 710,412,282 7.86M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 712,396,338 8.16M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 714,361,158 8.35M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 716,408,418 8.54M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 718,533,996 8.85M/s  eta 7m 8s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 720,647,208 9.04M/s  eta 7m 7s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 722,528,214 9.12M/s  eta 7m 7s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 724,652,418 9.31M/s  eta 7m 7s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 726,813,720 9.43M/s  eta 7m 7s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 728,907,696 9.52M/s  eta 7m 7s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 731,068,998 9.68M/s  eta 7m 5s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "14% [====>                                  ] 733,184,958 9.75M/s  eta 7m 5s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 735,379,236 9.82M/s  eta 7m 5s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 737,595,498 9.92M/s  eta 7m 5s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 739,776,036 9.96M/s  eta 7m 5s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 742,008,786 10.0M/s  eta 7m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 744,252,528 10.1M/s  eta 7m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 746,459,172 10.2M/s  eta 7m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 748,711,158 10.2M/s  eta 7m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 750,934,186 10.3M/s  eta 7m 4s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [====>                                  ] 753,259,098 10.3M/s  eta 7m 2s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 755,511,084 10.4M/s  eta 7m 2s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 757,758,948 10.5M/s  eta 7m 2s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 760,016,430 10.5M/s  eta 7m 2s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 762,268,416 10.6M/s  eta 7m 2s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 764,344,530 10.6M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 765,141,450 10.1M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 766,471,482 9.89M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 767,812,506 9.59M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 769,095,822 9.32M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 770,450,586 9.08M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 771,992,214 8.80M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 773,641,014 8.65M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 775,353,018 8.53M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 777,144,714 8.30M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 779,002,362 8.23M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 780,930,084 8.16M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "15% [=====>                                 ] 782,886,660 7.99M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 784,841,862 7.93M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 786,621,192 7.83M/s  eta 7m 1s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 788,603,874 7.76M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 790,567,320 8.01M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 792,599,466 8.22M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 794,730,540 8.53M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 796,911,078 8.78M/s  eta 7m 0s   "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 799,021,542 8.97M/s  eta 6m 59s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 801,160,860 9.24M/s  eta 6m 59s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 803,309,796 9.39M/s  eta 6m 59s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 805,423,008 9.49M/s  eta 6m 59s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 807,633,774 9.67M/s  eta 6m 59s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 809,722,254 9.73M/s  eta 6m 57s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 811,823,100 9.78M/s  eta 6m 57s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 814,028,370 9.88M/s  eta 6m 57s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 816,207,534 9.95M/s  eta 6m 57s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 818,400,438 10.1M/s  eta 6m 57s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 820,648,302 10.2M/s  eta 6m 56s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 822,896,166 10.3M/s  eta 6m 56s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 825,119,298 10.2M/s  eta 6m 56s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
        "16% [=====>                                 ] 827,240,754 10.2M/s  eta 6m 56s  "
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\r",
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