Tc_RRR_vs_package.ipynb

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   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import kid_readout.utils.roach_interface\n",
      "import time\n",
      "import kid_readout.utils.parse_srs"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 20
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ri = kid_readout.utils.roach_interface.RoachBasebandWide()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ri.set_dac_atten(63.0)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ri.set_tone_freqs(np.array([123.12345]),nsamp=2**18)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "bank_offset= 0 start_offset= 0 start_offset_bytes= 0\n",
        "writing DRAM bank 0\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n"
       ]
      },
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 4,
       "text": [
        "array([ 123.12304688])"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "data = []\n",
      "ut = []"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 12
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "while True:\n",
      "    print \"collecting...\"\n",
      "    d,addr = ri.get_data(2)\n",
      "    data.append(d)\n",
      "    print \"now have\",len(data)\n",
      "    ut.append(time.time())\n",
      "    time.sleep(120.0)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "collecting...\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 1\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 2\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
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       "text": [
        " 3\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
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       "stream": "stdout",
       "text": [
        " 4\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
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       "stream": "stdout",
       "text": [
        " 5\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
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       "text": [
        " 6\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
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       "text": [
        " 7\n",
        "collecting..."
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      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
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       "text": [
        " 8\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 9\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 10\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 11\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 12\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 13\n"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "collecting...\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 14\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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        "\n",
        "now have"
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        " 15\n",
        "collecting..."
       ]
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        "\n",
        "now have"
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       "stream": "stdout",
       "text": [
        " 16\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
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       "text": [
        " 17\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 18\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
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       "stream": "stdout",
       "text": [
        " 19\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 20\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 21\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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       "text": [
        " 22\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
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       "stream": "stdout",
       "text": [
        " 23\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 24\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 25\n",
        "collecting..."
       ]
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        "\n",
        "now have"
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        " 26\n",
        "collecting..."
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        "\n",
        "now have"
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        " 27\n",
        "collecting..."
       ]
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       "text": [
        "\n",
        "now have"
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        " 28\n",
        "collecting..."
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        "\n",
        "now have"
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        " 29\n",
        "collecting..."
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        "\n",
        "now have"
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        " 30\n",
        "collecting..."
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        "\n",
        "now have"
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        " 31\n",
        "collecting..."
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        "\n",
        "now have"
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        " 32\n",
        "collecting..."
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      },
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        "\n",
        "now have"
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        " 33\n",
        "collecting..."
       ]
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       "output_type": "stream",
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        "\n",
        "now have"
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        " 34\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 35\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
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       "output_type": "stream",
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       "text": [
        " 36\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 37\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 38\n",
        "collecting..."
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      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 39\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 40\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 41\n",
        "collecting..."
       ]
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       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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       "stream": "stdout",
       "text": [
        " 42\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 43\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
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        " 44\n",
        "collecting..."
       ]
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        "\n",
        "now have"
       ]
      },
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       "stream": "stdout",
       "text": [
        " 45\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 46\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 47\n",
        "collecting..."
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      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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       "output_type": "stream",
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       "text": [
        " 48\n",
        "collecting..."
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 49\n",
        "collecting..."
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      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 50\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 51\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
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       "text": [
        " 52\n",
        "collecting..."
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      },
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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      },
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        " 53\n",
        "collecting..."
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have 54\n",
        "collecting..."
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        "\n",
        "now have"
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        " 55\n",
        "collecting..."
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        "\n",
        "now have"
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       "text": [
        " 56\n",
        "collecting..."
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       "output_type": "stream",
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       "text": [
        "\n",
        "now have"
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      {
       "output_type": "stream",
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       "text": [
        " 57\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 58\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 59\n",
        "collecting..."
       ]
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       "output_type": "stream",
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        "\n",
        "now have"
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        " 60\n",
        "collecting..."
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       "output_type": "stream",
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        "\n",
        "now have"
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       "text": [
        " 61\n",
        "collecting..."
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        "\n",
        "now have"
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        " 62\n",
        "collecting..."
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        "\n",
        "now have 63\n",
        "collecting..."
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        "\n",
        "now have"
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        " 64\n",
        "collecting..."
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        "now have"
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        "collecting..."
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        "now have"
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        " 66\n",
        "collecting..."
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        "\n",
        "now have"
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        " 67\n",
        "collecting..."
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       "output_type": "stream",
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        "\n",
        "now have"
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        " 68\n",
        "collecting..."
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       "output_type": "stream",
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        "\n",
        "now have"
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      {
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       "stream": "stdout",
       "text": [
        " 69\n",
        "collecting..."
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 70\n",
        "collecting..."
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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       "stream": "stdout",
       "text": [
        " 71\n",
        "collecting..."
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 72\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 73\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 74\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 75\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 76\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 77\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 78\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 79\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 80\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 81\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 82\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 83\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 84\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 85\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 86\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 87\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 88\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 89\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 90\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 91\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 92\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 93\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 94\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 95\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 96\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 97\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 98\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 99\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 100\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 101\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 102\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 103\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 104\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 105\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 106\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 107\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 108\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 109\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 110\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 111\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 112\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 113\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 114\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 115\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 116\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 117\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 118\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 119\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 120\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 121\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 122\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 123\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 124\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 125\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 126\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 127\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 128\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 129\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 130\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 131\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 132\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 133\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 134\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 135\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 136\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 137\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 138\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 139\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 140\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 141\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 142\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 143\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 144\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 145\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 146\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 147\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 148\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 149\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 150\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 151\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 152\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 153\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 154\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 155\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "detected mcnt overflow"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 8001633 0 8192 0 16 8001633\n",
        "now have 156\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 157\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 158\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 159\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 160\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 161\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 162\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 163\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 164\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 165\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 166\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 167\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 168\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 169\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 170\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 171\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 172\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 173\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 174\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 175\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 176\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 177\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 178\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 179\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 180\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 181\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 182\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 183\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 184\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 185\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 186\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 187\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 188\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 189\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 190\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 191\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 192\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 193\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 194\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 195\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 196\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 197\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 198\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 199\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 200\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 201\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 202\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 203\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 204\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 205\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 206\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 207\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 208\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 209\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 210\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 211\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 212\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 213\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 214\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 215\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 216\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 217\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 218\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 219\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 220\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 221\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 222\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 223\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 224\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 225\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 226\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 227\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 228\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 229\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 230\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 231\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 232\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 233\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 234\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 235\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 236\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 237\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 238\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 239\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 240\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 241\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 242\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 243\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 244\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 245\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 246\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 247\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 248\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 249\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 250\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 251\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 252\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 253\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 254\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 255\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 256\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 257\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 258\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 259\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 260\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 261\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 262\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 263\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 264\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 265\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 266\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 267\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 268\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 269\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 270\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 271\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 272\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 273\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 274\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 275\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 276\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 277\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 278\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 279\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 280\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 281\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 282\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 283\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 284\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 285\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 286\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 287\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 288\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 289\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 290\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 291\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 292\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 293\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 294\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 295\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 296\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 297\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 298\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 299\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 300\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 301\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 302\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 303\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 304\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 305\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 306\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 307\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 308\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 309\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
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       "stream": "stdout",
       "text": [
        " 310\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 311\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 312\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 313\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 314\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 315\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 316\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 317\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 318\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 319\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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        "collecting..."
       ]
      },
      {
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       "stream": "stdout",
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      {
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       "stream": "stdout",
       "text": [
        " 321\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       "stream": "stdout",
       "text": [
        " 322\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 323\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 324\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 325\n",
        "collecting..."
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      },
      {
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 326\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 327\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 328\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 329\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 330\n",
        "collecting..."
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      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 332\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       "stream": "stdout",
       "text": [
        " 333\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 334\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 335\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 336\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 337\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 338\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 339\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 340\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 341\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 342\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 343\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 344\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 345\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 346\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 347\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 348\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 349\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 350\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 351\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 352\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 353\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 354\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 355\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 356\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 357\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 358\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 359\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 360\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 361\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 362\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 363\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 364\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 365\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 366\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 367\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 368\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 369\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 370\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 371\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 372\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 373\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 374\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 375\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 376\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 377\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 378\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 379\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 380\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 381\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 382\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 383\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 384\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 385\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 386\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 387\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 388\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 389\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 390\n",
        "collecting..."
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      },
      {
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "text": [
        " 391\n",
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       "text": [
        "\n",
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      {
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       "text": [
        " 392\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "text": [
        " 393\n",
        "collecting..."
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       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 394\n",
        "collecting..."
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        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 395\n",
        "collecting..."
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "text": [
        " 396\n",
        "collecting..."
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       "text": [
        "\n",
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       "text": [
        " 397\n",
        "collecting..."
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       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 398\n",
        "collecting..."
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      },
      {
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       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 399\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 400\n",
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      },
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      {
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       "text": [
        " 401\n",
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "text": [
        " 402\n",
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 403\n",
        "collecting..."
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      },
      {
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 404\n",
        "collecting..."
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       "stream": "stdout",
       "text": [
        "\n",
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      {
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       "stream": "stdout",
       "text": [
        " 405\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 406\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 407\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 408\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 409\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 410\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 411\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 412\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 413\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 414\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 415\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 416\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 417\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 418\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 419\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 420\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 421\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 422\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 423\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 424\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 425\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 426\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 427\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 428\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 429\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 430\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 431\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 432\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 433\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 434\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 435\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 436\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 437\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 438\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 439\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 440\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 441\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 442\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 443\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 444\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 445\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 446\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 447\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 448\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 449\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 450\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 451\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 452\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 453\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 454\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 455\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 456\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 457\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 458\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 459\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 460\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 461\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 462\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 463\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 464\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 465\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 466\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 467\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 468\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 469\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 470\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 471\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 472\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 473\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 474\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 475\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 476\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 477\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 478\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 479\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 480\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 481\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 482\n",
        "collecting..."
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 483\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 484\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 485\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 486\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 487\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 488\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 489\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 490\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 491\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 492\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 493\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 494\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 495\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 496\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 497\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 498\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 499\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 500\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 501\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 502\n",
        "collecting..."
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      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 503\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 504\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 505\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 506\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 507\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 508\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 509\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 510\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 511\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 512\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 513\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 514\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 515\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 516\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 517\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 518\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 519\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 520\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 521\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 522\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 523\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 524\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 525\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 526\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 527\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 528\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 529\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 530\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 531\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 532\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 533\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 534\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 535\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 536\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 537\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 538\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 539\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 540\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 541\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 542\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 543\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 544\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 545\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 546\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 547\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 548\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 549\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 550\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 551\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 552\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 553\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 554\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 555\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 556\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 557\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 558\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 559\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 560\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 561\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 562\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 563\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 564\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 565\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 566\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 567\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 568\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 569\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 570\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have 571\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 572\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 573\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 574\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 575\n",
        "collecting..."
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "now have"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        " 576\n"
       ]
      },
      {
       "ename": "KeyboardInterrupt",
       "evalue": "",
       "output_type": "pyerr",
       "traceback": [
        "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
        "\u001b[1;32m<ipython-input-13-fc84f133e434>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      5\u001b[0m     \u001b[1;32mprint\u001b[0m \u001b[1;34m\"now have\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      6\u001b[0m     \u001b[0mut\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m     \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m120.0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
        "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
       ]
      }
     ],
     "prompt_number": 13
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "len(data)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 14,
       "text": [
        "576"
       ]
      }
     ],
     "prompt_number": 14
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "p = np.array([d.mean() for d in data])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 15
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "plot(p)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 18,
       "text": [
        "[<matplotlib.lines.Line2D at 0x75ce450>]"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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3wO1hr1Kp3L1JIiJylXCzo0ePitzcXMfP27dvF3/84x+HrDNnzhwBgBdeeOGF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\n6wlX1wAAAABJRU5ErkJggg==\n",
       "text": [
        "<matplotlib.figure.Figure at 0x75d9610>"
       ]
      }
     ],
     "prompt_number": 18
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "dt,d = kid_readout.utils.parse_srs.get_load_log('/home/heather/SRS/20140814-170913.txt')\n",
      "\n"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 21
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "figure(figsize=(12,6))\n",
      "rcParams['font.size']=20\n",
      "rcParams['lines.linewidth']=2.0\n",
      "plot(d[:,0]-ut[0],d[:,-4],label='stage temp')\n",
      "plot(np.array(ut)-ut[0],p/100,label='RF transmission')\n",
      "plot(d[:,0]-ut[0],d[:,-1]/1e4,label='RRR resistance/1e4')\n",
      "xlim(65000,68000)\n",
      "ylim(0,3)\n",
      "legend(loc='lower left',prop=dict(size='small'))\n",
      "xlabel('elapsed time')\n",
      "grid()\n",
      "savefig('2014-08-15-140423-RRR-Tc-vs-package.pdf',bbox_inches='tight')"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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DZvObITk9GSvuW4Hh7YarHRLZysMPA6tXy/deXkBMDNClC9CxI7B3r7qxFfX7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\nRK5CYII=\n",
       "text": [
        "<matplotlib.figure.Figure at 0x7d7aa90>"
       ]
      }
     ],
     "prompt_number": 41
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}