{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Reading outputs from E+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# some initial set up\n",
    "# if you have not installed epp, and only downloaded it\n",
    "# you will need the following lines\n",
    "import sys\n",
    "# pathnameto_eppy = 'c:/eppy'\n",
    "pathnameto_eppy = '../'\n",
    "sys.path.append(pathnameto_eppy) \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using titletable() to get at the tables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So far we have been making changes to the IDF input file.\n",
    "How about looking at the outputs.\n",
    "\n",
    "Energyplus makes nice htmlout files that look like this."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ex_inits #no need to know this code, it just shows the image below\n",
    "for_images = ex_inits\n",
    "for_images.display_png(for_images.html_snippet1) #display the image below\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you look at the clipping of the html file above, you see tables with data in them. Eppy has functions that let you access of these tables and get the data from any of it's cells.\n",
    "\n",
    "Let us say you want to find the \"Net Site Energy\".  \n",
    "\n",
    "This is in table \"Site and Source Energy\".  \n",
    "\n",
    "The number you want is in the third row, second column and it's value is \"47694.47\"\n",
    "\n",
    "Let us use eppy to extract this number\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "from eppy.results import readhtml # the eppy module with functions to read the html\n",
    "fname = \"../eppy/resources/outputfiles/V_7_2/5ZoneCAVtoVAVWarmestTempFlowTable_ABUPS.html\" # the html file you want to read\n",
    "filehandle = open(fname, 'r').read()\n",
    "\n",
    "\n",
    "htables = readhtml.titletable(filehandle) # reads the tables with their titles\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you open the python file readhtml.py and look at the function titletable, you can see the function documentation.\n",
    "\n",
    "It says the following"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'return a list of [(title, table), .....]\\ntitle = previous item with a <b> tag\\ntable = rows -> [[cell1, cell2, ..], [cell1, cell2, ..], ..]'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "    \"\"\"return a list of [(title, table), .....]\n",
    "    title = previous item with a <b> tag\n",
    "    table = rows -> [[cell1, cell2, ..], [cell1, cell2, ..], ..]\"\"\"\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The documentation says that it returns a list.\n",
    "Let us take a look inside this list.\n",
    "Let us look at the first item in the list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Site and Source Energy', [['', 'Total Energy [kWh]', 'Energy Per Total Building Area [kWh/m2]', 'Energy Per Conditioned Building Area [kWh/m2]'], ['Total Site Energy', 47694.47, 51.44, 51.44], ['Net Site Energy', 47694.47, 51.44, 51.44], ['Total Source Energy', 140159.1, 151.16, 151.16], ['Net Source Energy', 140159.1, 151.16, 151.16]])\n"
     ]
    }
   ],
   "source": [
    "firstitem = htables[0]\n",
    "print(firstitem)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Ughh !!! that is ugly. Hard to see what it is.  \n",
    "Let us use a python module to print it pretty"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]])\n"
     ]
    }
   ],
   "source": [
    "import pprint\n",
    "pp = pprint.PrettyPrinter()\n",
    "pp.pprint(firstitem)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nice. that is a little clearer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "'Site and Source Energy'\n"
     ]
    }
   ],
   "source": [
    "firstitem_title = firstitem[0]\n",
    "pp.pprint(firstitem_title)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[['',\n",
      "  'Total Energy [kWh]',\n",
      "  'Energy Per Total Building Area [kWh/m2]',\n",
      "  'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      " ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      " ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      " ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      " ['Net Source Energy', 140159.1, 151.16, 151.16]]\n"
     ]
    }
   ],
   "source": [
    "firstitem_table = firstitem[1]\n",
    "pp.pprint(firstitem_table)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "How do we get to value of \"Net Site Energy\".  \n",
    "We know it is in the third row, second column of the table.  \n",
    "\n",
    "Easy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Net Site Energy', 47694.47, 51.44, 51.44]\n"
     ]
    }
   ],
   "source": [
    "thirdrow = firstitem_table[2] # we start counting with 0. So 0, 1, 2 is third row\n",
    "print(thirdrow)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "47694.47"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "thirdrow_secondcolumn = thirdrow[1]\n",
    "thirdrow_secondcolumn\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "the text from the html table is in unicode.  \n",
    "That is why you see that weird 'u' letter.  \n",
    "\n",
    "Let us convert it to a floating point number"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "47694.47"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "net_site_energy = float(thirdrow_secondcolumn)\n",
    "net_site_energy\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us have a little fun with the tables.  \n",
    "\n",
    "Get the titles of all the tables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Site and Source Energy',\n",
       " 'Site to Source Energy Conversion Factors',\n",
       " 'Building Area',\n",
       " 'End Uses',\n",
       " 'End Uses By Subcategory',\n",
       " 'Utility Use Per Conditioned Floor Area',\n",
       " 'Utility Use Per Total Floor Area',\n",
       " 'Electric Loads Satisfied',\n",
       " 'On-Site Thermal Sources',\n",
       " 'Water Source Summary',\n",
       " 'Comfort and Setpoint Not Met Summary',\n",
       " 'Comfort and Setpoint Not Met Summary']"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "alltitles = [htable[0] for htable in htables]\n",
    "alltitles\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let us grab the tables with the titles \"Building Area\" and \"Site to Source Energy Conversion Factors\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "twotables = [htable for htable in htables if htable[0] in [\"Building Area\", \"Site to Source Energy Conversion Factors\"]]\n",
    "twotables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us leave readtables for now. \n",
    "\n",
    "It gives us the basic functionality to read any of the tables in the html output file."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fast HTML table file read"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The  function`readhtml.titletable()` will be slow with extremeley large files. If you are dealing with a very large file use the following functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "from eppy.results import fasthtml\n",
    "fname = \"../eppy/resources/outputfiles/V_7_2/5ZoneCAVtoVAVWarmestTempFlowTable_ABUPS.html\" # the html file you want to read\n",
    "filehandle = open(fname, 'r') # get a file handle to the html file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]])\n"
     ]
    }
   ],
   "source": [
    "firsttable = fasthtml.tablebyindex(filehandle, 0)\n",
    "pp.pprint(firstitem)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]]]\n"
     ]
    }
   ],
   "source": [
    "filehandle = open(fname, 'r') # get a file handle to the html file\n",
    "namedtable = fasthtml.tablebyname(filehandle, \"Site and Source Energy\")\n",
    "pp.pprint(namedtable)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- You can read only one table at a time\n",
    "- You need to open the file each time you call the function. The function will close the file."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using lines_table() to get at the tables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have been using titletable() to get at the tables. There is a constraint using function titletable(). Titletable() assumes that there is a unique title (in HTML bold) just above the table. It is assumed that this title will adequetly describe the table. This is true in most cases and titletable() is perfectly good to use. Unfortuntely there are some tables that do not follow this rule. The snippet below shows one of them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ex_inits #no need to know this code, it just shows the image below\n",
    "for_images = ex_inits\n",
    "for_images.display_png(for_images.html_snippet2) # display the image below\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice that the HTML snippet shows a table with three lines above it. The first two lines have information that describe the table. We need to look at both those lines to understand what the table contains. So we need a different function that will capture all those lines before the table. The funtion lines_table() described below will do this.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "from eppy.results import readhtml # the eppy module with functions to read the html\n",
    "fname = \"../eppy/resources/outputfiles/V_8_1/ASHRAE30pct.PI.Final11_OfficeMedium_STD2010_Chicago-baseTable.html\" # the html file you want to read\n",
    "filehandle = open(fname, 'r').read() # get a file handle to the html file\n",
    "\n",
    "\n",
    "ltables = readhtml.lines_table(filehandle) # reads the tables with their titles\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The html snippet shown above is the last table in HTML file we just opened. We have used lines_table() to read the tables into the variable ltables. We can get to the last table by ltable[-1]. Let us print it and see what we have.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[['Table of Contents',\n",
      "  'Report: FANGER DURING COOLING AND ADAPTIVE COMFORT',\n",
      "  'For: PERIMETER_MID_ZN_4',\n",
      "  'Timestamp: 2014-02-07\\n    12:29:08'],\n",
      " [['',\n",
      "   'ZONE/SYS SENSIBLE COOLING RATE {HOURS POSITIVE} [HOURS]',\n",
      "   'FANGERPPD {FOR HOURS SHOWN} []',\n",
      "   'FANGERPPD []'],\n",
      "  ['January', 102.637, 12.585, 32.231],\n",
      "  ['February', 147.054, 10.5, 24.225],\n",
      "  ['March', 286.835, 8.799, 16.86],\n",
      "  ['April', 363.165, 7.704, 9.628],\n",
      "  ['May', 428.458, 19.642, 21.401],\n",
      "  ['June', 431.25, 10.092, 9.954],\n",
      "  ['July', 432.134, 8.835, 7.959],\n",
      "  ['August', 443.5, 9.743, 8.785],\n",
      "  ['September', 408.833, 15.91, 14.855],\n",
      "  ['October', 383.652, 6.919, 7.57],\n",
      "  ['November', 243.114, 8.567, 15.256],\n",
      "  ['December', 91.926, 14.298, 29.001],\n",
      "  ['\\xa0', '\\xa0', '\\xa0', '\\xa0'],\n",
      "  ['Annual Sum or Average', 3762.56, 11.062, 16.458],\n",
      "  ['Minimum of Months', 91.926, 6.919, 7.57],\n",
      "  ['Maximum of Months', 443.5, 19.642, 32.231]]]\n"
     ]
    }
   ],
   "source": [
    "import pprint\n",
    "pp = pprint.PrettyPrinter()\n",
    "pp.pprint(ltables[-1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see that ltables has captured all the lines before the table. Let us make our code more explicit to see this"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Table of Contents',\n",
      " 'Report: FANGER DURING COOLING AND ADAPTIVE COMFORT',\n",
      " 'For: PERIMETER_MID_ZN_4',\n",
      " 'Timestamp: 2014-02-07\\n    12:29:08']\n"
     ]
    }
   ],
   "source": [
    "last_ltable = ltables[-1]\n",
    "lines_before_table = last_ltable[0]\n",
    "table_itself = last_ltable[-1]\n",
    "\n",
    "pp.pprint(lines_before_table)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We found this table the easy way this time, because we knew it was the last one. How do we find it if we don't know where it is in the file ? Python comes to our rescue :-) Let assume that we want to find the table that has the following two lines before it.\n",
    "\n",
    "- Report: FANGER DURING COOLING AND ADAPTIVE COMFORT\n",
    "- For: PERIMETER_MID_ZN_4\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "line1 = 'Report: FANGER DURING COOLING AND ADAPTIVE COMFORT'\n",
    "line2 = 'For: PERIMETER_MID_ZN_4'\n",
    "#\n",
    "# check if those two lines are before the table\n",
    "line1 in lines_before_table and line2 in lines_before_table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[['Table of Contents',\n",
       "   'Report: FANGER DURING COOLING AND ADAPTIVE COMFORT',\n",
       "   'For: PERIMETER_MID_ZN_4',\n",
       "   'Timestamp: 2014-02-07\\n    12:29:08'],\n",
       "  [['',\n",
       "    'ZONE/SYS SENSIBLE COOLING RATE {HOURS POSITIVE} [HOURS]',\n",
       "    'FANGERPPD {FOR HOURS SHOWN} []',\n",
       "    'FANGERPPD []'],\n",
       "   ['January', 102.637, 12.585, 32.231],\n",
       "   ['February', 147.054, 10.5, 24.225],\n",
       "   ['March', 286.835, 8.799, 16.86],\n",
       "   ['April', 363.165, 7.704, 9.628],\n",
       "   ['May', 428.458, 19.642, 21.401],\n",
       "   ['June', 431.25, 10.092, 9.954],\n",
       "   ['July', 432.134, 8.835, 7.959],\n",
       "   ['August', 443.5, 9.743, 8.785],\n",
       "   ['September', 408.833, 15.91, 14.855],\n",
       "   ['October', 383.652, 6.919, 7.57],\n",
       "   ['November', 243.114, 8.567, 15.256],\n",
       "   ['December', 91.926, 14.298, 29.001],\n",
       "   ['\\xa0', '\\xa0', '\\xa0', '\\xa0'],\n",
       "   ['Annual Sum or Average', 3762.56, 11.062, 16.458],\n",
       "   ['Minimum of Months', 91.926, 6.919, 7.57],\n",
       "   ['Maximum of Months', 443.5, 19.642, 32.231]]]]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find all the tables where those two lines are before the table\n",
    "[ltable for ltable in ltables \n",
    "    if line1 in ltable[0] and line2 in ltable[0]]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That worked !\n",
    "\n",
    "What if you want to find the words \"FANGER\"  and \"PERIMETER_MID_ZN_4\" before the table. The following code will do it.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Table of Contents\n",
      "Report: FANGER DURING COOLING AND ADAPTIVE COMFORT\n",
      "For: PERIMETER_MID_ZN_4\n",
      "Timestamp: 2014-02-07\n",
      "    12:29:08\n"
     ]
    }
   ],
   "source": [
    "# sample code to illustrate what we are going to do\n",
    "last_ltable = ltables[-1]\n",
    "lines_before_table = last_ltable[0]\n",
    "table_itself = last_ltable[-1]\n",
    "\n",
    "# join lines_before_table into a paragraph of text\n",
    "justtext = '\\n'.join(lines_before_table)\n",
    "print(justtext)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\"FANGER\" in justtext and \"PERIMETER_MID_ZN_4\" in justtext\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[['Table of Contents',\n",
       "   'Report: FANGER DURING COOLING AND ADAPTIVE COMFORT',\n",
       "   'For: PERIMETER_MID_ZN_4',\n",
       "   'Timestamp: 2014-02-07\\n    12:29:08'],\n",
       "  [['',\n",
       "    'ZONE/SYS SENSIBLE COOLING RATE {HOURS POSITIVE} [HOURS]',\n",
       "    'FANGERPPD {FOR HOURS SHOWN} []',\n",
       "    'FANGERPPD []'],\n",
       "   ['January', 102.637, 12.585, 32.231],\n",
       "   ['February', 147.054, 10.5, 24.225],\n",
       "   ['March', 286.835, 8.799, 16.86],\n",
       "   ['April', 363.165, 7.704, 9.628],\n",
       "   ['May', 428.458, 19.642, 21.401],\n",
       "   ['June', 431.25, 10.092, 9.954],\n",
       "   ['July', 432.134, 8.835, 7.959],\n",
       "   ['August', 443.5, 9.743, 8.785],\n",
       "   ['September', 408.833, 15.91, 14.855],\n",
       "   ['October', 383.652, 6.919, 7.57],\n",
       "   ['November', 243.114, 8.567, 15.256],\n",
       "   ['December', 91.926, 14.298, 29.001],\n",
       "   ['\\xa0', '\\xa0', '\\xa0', '\\xa0'],\n",
       "   ['Annual Sum or Average', 3762.56, 11.062, 16.458],\n",
       "   ['Minimum of Months', 91.926, 6.919, 7.57],\n",
       "   ['Maximum of Months', 443.5, 19.642, 32.231]]]]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Let us combine the this trick to find the table\n",
    "[ltable for ltable in ltables \n",
    "    if \"FANGER\" in '\\n'.join(ltable[0]) and \"PERIMETER_MID_ZN_4\" in '\\n'.join(ltable[0])]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Extracting data from the tables"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The tables in the HTML page in general have text in the top header row. The first vertical row has text. The remaining cells have numbers. We can identify the numbers we need by looking at the labelin the top row and the label in the first column. Let us construct a simple example and explore this."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<TABLE cellpadding=\"4\" style=\"border: 1px solid #000000; border-collapse: collapse;\" border=\"1\">\n",
       " <TR>\n",
       "  <TD>&nbsp;</TD>\n",
       "  <TD>a b</TD>\n",
       "  <TD>b c</TD>\n",
       "  <TD>c d</TD>\n",
       " </TR>\n",
       " <TR>\n",
       "  <TD>x y</TD>\n",
       "  <TD>1</TD>\n",
       "  <TD>2</TD>\n",
       "  <TD>3</TD>\n",
       " </TR>\n",
       " <TR>\n",
       "  <TD>y z</TD>\n",
       "  <TD>4</TD>\n",
       "  <TD>5</TD>\n",
       "  <TD>6</TD>\n",
       " </TR>\n",
       " <TR>\n",
       "  <TD>z z</TD>\n",
       "  <TD>7</TD>\n",
       "  <TD>8</TD>\n",
       "  <TD>9</TD>\n",
       " </TR>\n",
       "</TABLE>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ignore the following three lines. I am using them to construct the table below\n",
    "from IPython.display import HTML\n",
    "atablestring = '<TABLE cellpadding=\"4\" style=\"border: 1px solid #000000; border-collapse: collapse;\" border=\"1\">\\n <TR>\\n  <TD>&nbsp;</TD>\\n  <TD>a b</TD>\\n  <TD>b c</TD>\\n  <TD>c d</TD>\\n </TR>\\n <TR>\\n  <TD>x y</TD>\\n  <TD>1</TD>\\n  <TD>2</TD>\\n  <TD>3</TD>\\n </TR>\\n <TR>\\n  <TD>y z</TD>\\n  <TD>4</TD>\\n  <TD>5</TD>\\n  <TD>6</TD>\\n </TR>\\n <TR>\\n  <TD>z z</TD>\\n  <TD>7</TD>\\n  <TD>8</TD>\\n  <TD>9</TD>\\n </TR>\\n</TABLE>'\n",
    "HTML(atablestring)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This table is actually in the follwoing form:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "atable = [[\"\",  \"a b\", \"b c\", \"c d\"],\n",
    "     [\"x y\", 1,     2,     3 ],\n",
    "     [\"y z\", 4,     5,     6 ],\n",
    "     [\"z z\", 7,     8,     9 ],]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see the labels in the table. So we an look at row \"x y\" and column \"c d\". The value there is 3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "right now we can get to it by saying atable[1][3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "print(atable[1][3])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "readhtml has some functions that will let us address the values by the labels. We use a structure from python called named tuples to do this. The only limitation is that the labels have to be letters or digits. Named tuples does not allow spaces in the labels. We could replace the space with an underscore ' _ '. So \"a b\" will become \"a_b\". So we can look for row \"x_y\" and column \"c_d\". Let us try this out."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "from eppy.results import readhtml\n",
    "h_table = readhtml.named_grid_h(atable)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "print(h_table.x_y.c_d)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can still get to the value by index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "print(h_table[0][2])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that we used atable[1][3], but here we used h_table[0][2]. That is because h_table does not count the rows and columns where the labels are."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also do the following:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n",
      "3\n"
     ]
    }
   ],
   "source": [
    "print(h_table.x_y[2])\n",
    "# or\n",
    "print(h_table[0].c_d)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Wow … that is pretty cool. What if we want to just check what the labels are ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('x_y', 'y_z', 'z_z')\n"
     ]
    }
   ],
   "source": [
    "print(h_table._fields)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That gives us the horizontal lables. How about the vertical labels ?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('a_b', 'b_c', 'c_d')"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h_table.x_y._fields\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There you go !!!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "How about if I want to use the labels differently ? Say I want to refer to the row first and then to the column. That woul be saying table.c_d.x_y. We can do that by using a different function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n"
     ]
    }
   ],
   "source": [
    "v_table = readhtml.named_grid_v(atable)\n",
    "print(v_table.c_d.x_y)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And we can do the following"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3\n",
      "3\n",
      "3\n"
     ]
    }
   ],
   "source": [
    "print(v_table[2][0])\n",
    "print(v_table.c_d[0])\n",
    "print(v_table[2].x_y)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us try to get the numbers in the first column and then get their sum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ntrow(x_y=1, y_z=4, z_z=7)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "v_table.a_b\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Look like we got the right column. But not in the right format. We really need a list of numbers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1, 4, 7]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[cell for cell in v_table.a_b]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That looks like waht we wanted. Now let us get the sum"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 4, 7]\n",
      "12\n"
     ]
    }
   ],
   "source": [
    "values_in_first_column = [cell for cell in v_table.a_b]\n",
    "print(values_in_first_column)\n",
    "print(sum(values_in_first_column)) # sum is a builtin function that will sum a list\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To get the first row we use the variable h_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 2, 3]\n",
      "6\n"
     ]
    }
   ],
   "source": [
    "values_in_first_row = [cell for cell in h_table.x_y]\n",
    "print(values_in_first_row)\n",
    "print(sum(values_in_first_row))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Fast HTML table file read"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To read the html table files you would usually use the functions described in [Reading outputs from E+](./Outputs_Tutorial.html). For instance you would use the functions as shown below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]])\n"
     ]
    }
   ],
   "source": [
    "from eppy.results import readhtml # the eppy module with functions to read the html\n",
    "import pprint\n",
    "pp = pprint.PrettyPrinter()\n",
    "\n",
    "fname = \"../eppy/resources/outputfiles/V_7_2/5ZoneCAVtoVAVWarmestTempFlowTable_ABUPS.html\" # the html file you want to read\n",
    "html_doc = open(fname, 'r').read() \n",
    "\n",
    "\n",
    "htables = readhtml.titletable(html_doc) # reads the tables with their titles\n",
    "firstitem = htables[0]\n",
    "pp.pprint(firstitem)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`titletable` reads all the tables in the HTML file. With large E+ models, this file can be extremeely large and `titletable` will load all the tables into memory. This can take several minutes. If you are trying to get one table or one value from a table, waiting several minutes for you reseult can be exessive.\n",
    "\n",
    "If you know which table you are looking for, there is a faster way of doing this. We used index=0 in the above example to get the first table. If you know the index of the file you are looking for, you can use a faster function to get the table as shown below"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "from eppy.results import fasthtml\n",
    "fname = \"../eppy/resources/outputfiles/V_7_2/5ZoneCAVtoVAVWarmestTempFlowTable_ABUPS.html\" # the html file you want to read\n",
    "filehandle = open(fname, 'r') # get a file handle to the html file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]])\n"
     ]
    }
   ],
   "source": [
    "firsttable = fasthtml.tablebyindex(filehandle, 0)\n",
    "pp.pprint(firstitem)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also get the table if you know the title of the table. This is the **bold** text just before the table in the HTML file. The title of our table is **Site and Source Energy**. The function `tablebyname` will get us the table."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Site and Source Energy',\n",
      " [['',\n",
      "   'Total Energy [kWh]',\n",
      "   'Energy Per Total Building Area [kWh/m2]',\n",
      "   'Energy Per Conditioned Building Area [kWh/m2]'],\n",
      "  ['Total Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Net Site Energy', 47694.47, 51.44, 51.44],\n",
      "  ['Total Source Energy', 140159.1, 151.16, 151.16],\n",
      "  ['Net Source Energy', 140159.1, 151.16, 151.16]]]\n"
     ]
    }
   ],
   "source": [
    "filehandle = open(fname, 'r') # get a file handle to the html file\n",
    "namedtable = fasthtml.tablebyname(filehandle, \"Site and Source Energy\")\n",
    "pp.pprint(namedtable)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Couple of things to note here:\n",
    "\n",
    "- We have to open the file again using `filehandle = open(fname, 'r')`\n",
    "    - This is because both `tablebyname` and `tablebyindex` will close the file once they are done \n",
    "- Some tables do not have a **bold title** just before the table. `tablebyname` will not work for those functions"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}