tasks/201504_stat4701/.ipynb_checkpoints/05-combine-tables-checkpoint.ipynb

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     "input": [
      "import pandas as pd\n",
      "import glob\n",
      "\n",
      "pj = '/Users/danielmsheehan/Desktop/data/'\n",
      "#pj = '/Users/danielmsheehan/Dropbox/data_temp/'\n",
      "\n",
      "csvList = glob.glob(pj+'tables/'+\"*.csv\")\n",
      "\n",
      "x = []\n",
      "\n",
      "for i in csvList:\n",
      "    i = i.replace(pj+'tables/','').replace('.csv','')\n",
      "    #print i\n",
      "    x.append(i)\n",
      "\n",
      "dfb = pd.read_csv(pj+'input/building/bldg_dist_height.csv').rename(columns=lambda x: x.lower())\n",
      "dfb = dfb[['geoid','building_block_int_dis_tbl_bulkdens']]\n",
      "dfb = dfb.fillna(0)  \n",
      "dfb['geoid'] = dfb['geoid'].astype(str)\n",
      "print dfb.dtypes\n",
      "\n",
      "for i in x:\n",
      "    df = pd.read_csv(pj+'tables/'+i+'.csv')\n",
      "    \n",
      "    dfcb = pd.read_csv(pj+'processing/p/p_'+i+'_int_cb2010.csv')\n",
      "    dfcb = dfcb[['tuid','geoid']]\n",
      "    dfcb['geoid'] = dfcb['geoid'].astype(str)\n",
      "    #print dfcb.dtypes\n",
      "    \n",
      "    df = df.merge(dfcb, on='tuid', how='left')\n",
      "    #print df.dtypes\n",
      "    \n",
      "    df = df[['tuid','dist_roadbed_pickup_feet','geoid']]\n",
      "    #print df.dtypes\n",
      "    df = df.merge(dfb, on='geoid', how='left')\n",
      "    df.to_csv(pj+'output/tables/p_'+i+'.csv', index=False)\n",
      "    \n",
      "    print i + ' is complete for pickups'\n",
      "    \n",
      "for i in x:\n",
      "    df = pd.read_csv(pj+'tables/'+i+'.csv')\n",
      "    \n",
      "    dfcb = pd.read_csv(pj+'processing/d/d_'+i+'_int_cb2010.csv')\n",
      "    dfcb = dfcb[['tuid','geoid']]\n",
      "    dfcb['geoid'] = dfcb['geoid'].astype(str)\n",
      "    #print dfcb.dtypes\n",
      "    \n",
      "    df = df.merge(dfcb, on='tuid', how='left')  \n",
      "    #print df.dtypes\n",
      "    \n",
      "    df = df[['tuid','dist_roadbed_dropoff_feet','geoid']]\n",
      "    #print df.dtypes\n",
      "    df = df.merge(dfb, on='geoid', how='left')\n",
      "    df.to_csv(pj+'output/tables/d_'+i+'.csv', index=False)\n",
      "    \n",
      "    print i + ' is complete for dropoffs'\n",
      "    "
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "geoid                                   object\n",
        "building_block_int_dis_tbl_bulkdens    float64\n",
        "dtype: object\n",
        "20130101 is complete for pickups"
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       "stream": "stdout",
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       "stream": "stdout",
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       ]
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       ]
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       "stream": "stdout",
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "text": [
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       ]
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       "stream": "stdout",
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       ]
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       "stream": "stdout",
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
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       ]
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
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       ]
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
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       ]
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       ]
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       "text": [
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       ]
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
        "\n",
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       ]
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       ]
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       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "text": [
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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       ]
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        "20130914 is complete for pickups"
       ]
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        "\n",
        "20130915 is complete for pickups"
       ]
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        "20130916 is complete for pickups"
       ]
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       ]
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       "output_type": "stream",
       "stream": "stdout",
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       "text": [
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       ]
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       "text": [
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       "text": [
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       "text": [
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       "text": [
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       "text": [
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       "text": [
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "output_type": "stream",
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "output_type": "stream",
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       "text": [
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       ]
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       "text": [
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       ]
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       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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        "20131120 is complete for pickups"
       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
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       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "stream": "stdout",
       "text": [
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       ]
      },
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       "stream": "stdout",
       "text": [
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131211 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
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       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131215 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131216 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131217 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131218 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131219 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131220 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131221 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131222 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131223 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131224 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131225 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131226 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131227 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131228 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131229 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20131230 is complete for pickups"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
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        "20131231 is complete for pickups"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20130101 is complete for dropoffs"
       ]
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       ]
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       ]
      },
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       ]
      },
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       ]
      },
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       ]
      },
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       ]
      },
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       ]
      },
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       ]
      },
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       "text": [
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       ]
      },
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       "text": [
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        "20130111 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130112 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130113 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130114 is complete for dropoffs"
       ]
      },
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        "20130115 is complete for dropoffs"
       ]
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       "text": [
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        "20130116 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130117 is complete for dropoffs"
       ]
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       "text": [
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        "20130118 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130119 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130120 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130121 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130122 is complete for dropoffs"
       ]
      },
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        "20130123 is complete for dropoffs"
       ]
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       ]
      },
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        "20130125 is complete for dropoffs"
       ]
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       "text": [
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        "20130126 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130127 is complete for dropoffs"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20130128 is complete for dropoffs"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20130129 is complete for dropoffs"
       ]
      },
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       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "\n",
        "20130130 is complete for dropoffs"
       ]
      },
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       "stream": "stdout",
       "text": [
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        "20130131 is complete for dropoffs"
       ]
      },
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       "text": [
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        "20130201 is complete for dropoffs"
       ]
      },
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       "text": [
        "\n",
        "20130202 is complete for dropoffs"
       ]
      },
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       "text": [
        "\n",
        "20130203 is complete for dropoffs"
       ]
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       "text": [
        "\n",
        "20130204 is complete for dropoffs"
       ]
      },
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       "text": [
        "\n",
        "20130205 is complete for dropoffs"
       ]
      },
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       "output_type": "stream",
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       "text": [
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