diff --git a/.gitignore b/.gitignore index 444f214d0e..707f3a006e 100644 --- a/.gitignore +++ b/.gitignore @@ -69,7 +69,7 @@ coverage.xml #Datafiles -*.csv +#*.csv # vi *.swp diff --git a/docs/tutorials/ET_irradiance.ipynb b/docs/tutorials/ET_irradiance.ipynb index d4172392bf..0872cd71eb 100644 --- a/docs/tutorials/ET_irradiance.ipynb +++ b/docs/tutorials/ET_irradiance.ipynb @@ -1,335 +1,379 @@ { - "metadata": { - "name": "", - "signature": "sha256:c99e2b20fedbcf3c0a9288eeba51f01082263fb209ae55f3c30ac2dd6241e4d6" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import pandas as pd\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "import logging\n", + "logging.getLogger('pvlib').setLevel(logging.DEBUG)\n", + "\n", + "import pvlib" + ] + }, { - "cells": [ + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "times = pd.date_range('2014-01-01', '2015-01-01', freq='1D')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "\n", - "import pandas as pd\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "\n", - "import logging\n", - "logging.getLogger('pvlib').setLevel(logging.DEBUG)\n", - "\n", - "import pvlib" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 1 + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:pvlib:irradiance.extraradiation()\n", + "DEBUG:pvlib:Calculating ET rad using ASCE method\n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "times = pd.date_range('2014-01-01', '2015-01-01', freq='1D')" - ], - 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"collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvlib.irradiance.extraradiation(300, method='pyephem')" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:irradiance.extraradiation()\n" - ] - }, - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:Calculating ET rad using pyephem method\n" - ] - }, - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:solarposition.pyephem_earthsun_distance()\n" - ] - }, - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 5, - "text": [ - "2014-10-27 1382.618665\n", - "dtype: float64" - ] - } - ], - "prompt_number": 5 + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:pvlib:irradiance.extraradiation()\n", + "DEBUG:pvlib:Calculating ET rad using pyephem method\n", + "DEBUG:pvlib:solarposition.pyephem_earthsun_distance()\n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "spencer = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='spencer'), times)\n", - "asce = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), times)\n", - "ephem = pvlib.irradiance.extraradiation(times, method='pyephem')" - ], - "language": "python", + "data": { + "text/plain": [ + "2014-10-27 1382.618665\n", + "dtype: float64" + ] + }, + "execution_count": 5, "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:irradiance.extraradiation()\n" - ] - }, - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:Calculating ET rad using Spencer method\n" - ] - }, - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:irradiance.extraradiation()\n" - ] - }, - { - "output_type": "stream", - "stream": "stderr", - "text": [ - "DEBUG:pvlib:Calculating ET rad using ASCE method\n" - ] - 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I5e2VB9DrNDx4ezIbrR/zRc5aYjRBPLrdiP++Y/i2SabDv55HHx3j6bgtgjTW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\n8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- "text": [ - "" - ] - } - ], - "prompt_number": 7 - }, + "name": "stderr", + "output_type": "stream", + "text": [ + "DEBUG:pvlib:irradiance.extraradiation()\n", + "DEBUG:pvlib:Calculating ET rad using Spencer method\n", + "DEBUG:pvlib:irradiance.extraradiation()\n", + "DEBUG:pvlib:Calculating ET rad using ASCE method\n", + "DEBUG:pvlib:irradiance.extraradiation()\n", + "DEBUG:pvlib:Calculating ET rad using pyephem method\n", + "DEBUG:pvlib:solarposition.pyephem_earthsun_distance()\n" + ] + } + ], + "source": [ + "spencer = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='spencer'), times)\n", + "asce = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), times)\n", + "ephem = pvlib.irradiance.extraradiation(times, method='pyephem')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "logging.getLogger('pvlib').setLevel(logging.WARNING)" - ], - "language": "python", + "data": { + "image/png": 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91DaauGlkJI2h21hxdDXeWk+eKE8g+OvdaHz9iP7Dnwjs38/ZcbsEKdKXUZ/Q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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [], - "prompt_number": 8 - }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,6))\n", + "spencer.plot(label='spencer')\n", + "asce.plot(label='asce')\n", + "ephem.plot(label='pyephem')\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "logging.getLogger('pvlib').setLevel(logging.WARNING)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%%timeit\n", - "\n", - "spencer = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='spencer'), times)" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "1000 loops, best of 3: 174 \u00b5s per loop\n" - ] - } - ], - "prompt_number": 9 - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "1000 loops, best of 3: 206 µs per loop\n" + ] + } + ], + "source": [ + "%%timeit\n", + "\n", + "spencer = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='spencer'), times)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%%timeit\n", - "\n", - "asce = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), times)" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "10000 loops, best of 3: 114 \u00b5s per loop\n" - ] - } - ], - "prompt_number": 10 - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "10000 loops, best of 3: 165 µs per loop\n" + ] + } + ], + "source": [ + "%%timeit\n", + "\n", + "asce = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), times)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%%timeit\n", - "\n", - "ephem = pvlib.irradiance.extraradiation(times, method='pyephem')" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "100 loops, best of 3: 19.4 ms per loop\n" - ] - } - ], - "prompt_number": 11 - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "100 loops, best of 3: 18.4 ms per loop\n" + ] + } + ], + "source": [ + "%%timeit\n", + "\n", + "ephem = pvlib.irradiance.extraradiation(times, method='pyephem')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [], - "language": "python", + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } + ] + }, + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 19:47:17 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 19:47:17 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 19:47:17 2015 South Africa Standard Time" + ] + }, + "execution_count": 12, "metadata": {}, - "outputs": [], - "prompt_number": 11 + "output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] } - ] -} \ No newline at end of file + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/TS_2_Irradiance_functions.ipynb b/docs/tutorials/TS_2_Irradiance_functions.ipynb index 60bdaead59..db39ab1e89 100644 --- a/docs/tutorials/TS_2_Irradiance_functions.ipynb +++ b/docs/tutorials/TS_2_Irradiance_functions.ipynb @@ -1,700 +1,877 @@ { - "metadata": { - "name": "" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ { - "cells": [ - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Time series to irradiance tutorial" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "import sys\n", - "import os\n", - "#sys.path.append('..') #append the parent directory to the system path\n", - "import pvlib\n", - "import pandas as pd \n", - "import matplotlib.pyplot as plt\n", - "try:\n", - " import seaborn\n", - " seaborn.set_context('paper')\n", - "except ImportError:\n", - " pass" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 1 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "datapath = os.path.join(pvlib.__path__[0], 'test', 'data')\n", - "fname = '703165TY.csv' #Use absolute path if the file is not in the local directory\n", - "TMY, meta = pvlib.tmy.readtmy3(filename=os.path.join(datapath, fname))\n", - "TMY.index.name = 'Time'\n", - "meta['SurfTilt'] = 30\n", - "meta['SurfAz'] = 0\n", - "meta['Albedo'] = 0.2\n", - "\n", - "# create pvlib Location object\n", - "sand_point = pvlib.location.Location(meta['latitude'], meta['longitude'], tz='US/Alaska', \n", - " altitude=meta['altitude'], name=meta['Name'].replace('\"',''))\n", - "print(sand_point)\n", - "\n", - "# TMY data seems to be given as hourly data with time stamp at the end\n", - "# shift the index 30 Minutes back for calculation of sun postions\n", - "TMY = TMY.shift(freq='-30Min')" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "SAND POINT: latitude=55.317, longitude=-160.517, tz=US/Alaska, altitude=7.0\n" - ] - } - ], - "prompt_number": 2 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Retreive required parameters" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Calculate the solar position for all times in the TMY file. Requires either PyEphem or a compiled spa_c library." - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "solpos = pvlib.solarposition.get_solarposition(TMY.index, sand_point, method='pyephem')\n", - "solpos.head()" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "html": [ - "
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apparent_elevationapparent_azimuthelevationazimuthapparent_zenithzenith
Time
1997-01-01 00:30:00-09:00-54.750103 328.861096-54.750103 328.861096 144.750103 144.750103
1997-01-01 01:30:00-09:00-57.530205 353.265280-57.530205 353.265280 147.530205 147.530205
1997-01-01 02:30:00-09:00-56.627712 18.751764-56.627712 18.751764 146.627712 146.627712
1997-01-01 03:30:00-09:00-52.329549 41.456666-52.329549 41.456666 142.329549 142.329549
1997-01-01 04:30:00-09:00-45.717933 60.026503-45.717933 60.026503 135.717933 135.717933
\n", - "
" - ], - "metadata": {}, - "output_type": "pyout", - "prompt_number": 3, - "text": [ - " apparent_elevation apparent_azimuth elevation \\\n", - "Time \n", - "1997-01-01 00:30:00-09:00 -54.750103 328.861096 -54.750103 \n", - "1997-01-01 01:30:00-09:00 -57.530205 353.265280 -57.530205 \n", - "1997-01-01 02:30:00-09:00 -56.627712 18.751764 -56.627712 \n", - "1997-01-01 03:30:00-09:00 -52.329549 41.456666 -52.329549 \n", - "1997-01-01 04:30:00-09:00 -45.717933 60.026503 -45.717933 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "Time \n", - "1997-01-01 00:30:00-09:00 328.861096 144.750103 144.750103 \n", - "1997-01-01 01:30:00-09:00 353.265280 147.530205 147.530205 \n", - "1997-01-01 02:30:00-09:00 18.751764 146.627712 146.627712 \n", - "1997-01-01 03:30:00-09:00 41.456666 142.329549 142.329549 \n", - "1997-01-01 04:30:00-09:00 60.026503 135.717933 135.717933 " - ] - } - ], - "prompt_number": 3 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "# append solar position data to TMY DataFrame\n", - "TMY['SunAz'] = solpos['apparent_elevation']\n", - "TMY['SunZen'] = solpos['apparent_zenith']\n", - "\n", - "TMY['HExtra'] = pvlib.irradiance.extraradiation(doy=TMY.index.dayofyear)\n", - "\n", - "TMY['AM'] = pvlib.atmosphere.relativeairmass(z=TMY.SunZen)\n", - "\n", - "DFOut = pvlib.clearsky.disc(Time=TMY.index,GHI=TMY.GHI, SunZen=TMY.SunZen)\n", - "\n", - "TMY['DNI_gen_DISC'] = DFOut['DNI_gen_DISC']\n", - "TMY['Kt_gen_DISC'] = DFOut['Kt_gen_DISC']\n", - "TMY['AM'] = DFOut['AM']\n", - "TMY['Ztemp'] = DFOut['Ztemp']" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()", - "output_type": "pyerr", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[0mTMY\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'HExtra'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpvlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mirradiance\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mextraradiation\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdoy\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTMY\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdayofyear\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 7\u001b[1;33m \u001b[0mTMY\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'AM'\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpvlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0matmosphere\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrelativeairmass\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mz\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTMY\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSunZen\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 8\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 9\u001b[0m \u001b[0mDFOut\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpvlib\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclearsky\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdisc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mTime\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTMY\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mGHI\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTMY\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mGHI\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mSunZen\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mTMY\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSunZen\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/will/git_repos/pythonic-PVLIB/pvlib/atmosphere.pyc\u001b[0m in \u001b[0;36mrelativeairmass\u001b[1;34m(z, model)\u001b[0m\n\u001b[0;32m 227\u001b[0m Expect={'z': ('array','num','x<=90','x>=0'),\n\u001b[0;32m 228\u001b[0m 'model': ('default','default=kastenyoung1989')}\n\u001b[1;32m--> 229\u001b[1;33m \u001b[0mvar\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mpvt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mParse\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mVars\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mExpect\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 230\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 231\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;33m(\u001b[0m\u001b[1;34m'kastenyoung1989'\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;33m==\u001b[0m \u001b[0mvar\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlower\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/home/will/git_repos/pythonic-PVLIB/pvlib/pvl_tools.pyc\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, dct, Expect)\u001b[0m\n\u001b[0;32m 78\u001b[0m '''\n\u001b[0;32m 79\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdct\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mExpect\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 80\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__dict__\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mparse_fcn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdct\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mExpect\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 81\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 82\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mparse_fcn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mExpect\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m/home/will/git_repos/pythonic-PVLIB/pvlib/pvl_tools.pyc\u001b[0m in \u001b[0;36mparse_fcn\u001b[1;34m(self, kwargs, Expect)\u001b[0m\n\u001b[0;32m 196\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Error: Numeric input \"'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0marg\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m' \" fails on logical test \" '\u001b[0m\u001b[1;33m+\u001b[0m \u001b[0mre\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfindall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mstring\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'\"'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 197\u001b[0m \u001b[1;32mexcept\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 198\u001b[1;33m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0meval\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlambdastring\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0marg\u001b[0m\u001b[1;33m]\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[0m\u001b[0;32m 199\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Error: Numeric input \"'\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0marg\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m' \" fails on logical test \" '\u001b[0m\u001b[1;33m+\u001b[0m \u001b[0mre\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfindall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mstring\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;34m'\"'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 200\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mValueError\u001b[0m: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()" - ] - } - ], - "prompt_number": 4 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Perez" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "models = ['Perez', 'Hay-Davies', 'Isotropic', 'King', 'Klucher', 'Reindl']\n", - "TMY['Perez'] = pvlib.pvl_perez(SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'],\n", - " DHI=TMY.DHI,\n", - " DNI=TMY.DNI,\n", - " HExtra=TMY.HExtra,\n", - " SunZen=TMY.SunZen,\n", - " SunAz=TMY.SunAz,\n", - " AM=TMY.AM)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 4 - }, - { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "HayDavies" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY['Hay-Davies'] = pvlib.pvl_haydavies1980(SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'],\n", - " DHI=TMY.DHI,\n", - " DNI=TMY.DNI,\n", - " HExtra=TMY.HExtra,\n", - " SunZen=TMY.SunZen,\n", - " SunAz=TMY.SunAz) " - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 5 - }, - { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Isotropic" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY['Isotropic'] = pvlib.pvl_isotropicsky(SurfTilt=meta['SurfTilt'],\n", - " DHI=TMY.DHI)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 6 - }, - { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "King Diffuse model" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY['King'] = pvlib.pvl_kingdiffuse(SurfTilt=meta['SurfTilt'],\n", - " DHI=TMY.DHI,\n", - " GHI=TMY.GHI,\n", - " SunZen=TMY.SunZen)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 7 - }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Time series to irradiance tutorial" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import sys\n", + "import os\n", + "#sys.path.append('..') #append the parent directory to the system path\n", + "import pvlib\n", + "import pandas as pd \n", + "import matplotlib.pyplot as plt\n", + "try:\n", + " import seaborn\n", + " seaborn.set_context('paper')\n", + "except ImportError:\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Klucher Model" + "name": "stdout", + "output_type": "stream", + "text": [ + "SAND POINT: latitude=55.317, longitude=-160.517, tz=US/Alaska, altitude=7.0\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY['Klucher'] = pvlib.pvl_klucher1979(SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'],\n", - " DHI=TMY.DHI,\n", - " GHI=TMY.GHI,\n", - " SunZen=TMY.SunZen,\n", - " SunAz=TMY.SunAz) " - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 8 - }, + } + ], + "source": [ + "#20150621 cjw datapath = os.path.join(pvlib.__path__[0], 'test', 'data')\n", + "datapath = os.path.join(pvlib.__path__[0], 'data')\n", + "fname = '703165TY.csv' #Use absolute path if the file is not in the local directory\n", + "TMY, meta = pvlib.tmy.readtmy3(filename=os.path.join(datapath, fname))\n", + "TMY.index.name = 'Time'\n", + "meta['surface_tilt'] = 30\n", + "meta['surface_azimuth'] = 0\n", + "# meta['albedo'] = 0.2\n", + "\n", + "# create pvlib Location object\n", + "sand_point = pvlib.location.Location(meta['latitude'], meta['longitude'], tz='US/Alaska', \n", + " altitude=meta['altitude'], name=meta['Name'].replace('\"',''))\n", + "print(sand_point)\n", + "\n", + "# TMY data seems to be given as hourly data with time stamp at the end\n", + "# shift the index 30 Minutes back for calculation of sun postions\n", + "TMY = TMY.shift(freq='-30Min')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Retrieve required parameters" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Calculate the solar position for all times in the TMY file. Requires either PyEphem or a compiled spa_c library." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Reindl" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "Time\n", + "1997-01-01 09:30:00+00:00 144.750103\n", + "1995-02-12 01:30:00+00:00 76.326134\n", + "2005-03-25 17:30:00+00:00 82.235607\n", + "1999-05-06 09:30:00+00:00 106.764817\n", + "1996-06-17 01:30:00+00:00 44.271436\n", + "1991-07-28 17:30:00+00:00 68.596417\n", + "1996-09-08 09:30:00+00:00 117.476162\n", + "1999-10-20 01:30:00+00:00 75.673436\n", + "2005-11-30 17:30:00+00:00 99.774990\n", + "Name: apparent_zenith, dtype: float64\n" ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY['Reindl'] = pvlib.pvl_reindl1990(SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'],\n", - " DHI=TMY.DHI,\n", - " DNI=TMY.DNI,\n", - " GHI=TMY.GHI,\n", - " HExtra=TMY.HExtra,\n", - " SunZen=TMY.SunZen,\n", - " SunAz=TMY.SunAz)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 9 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "yearly = TMY[models].resample('A', how='sum').squeeze() / 1000.0 # kWh\n", - "monthly = TMY[models].resample('M', how='sum', kind='period') / 1000.0\n", - "daily = TMY[models].resample('D', how='sum') / 1000.0" - ], - "language": "python", + "data": { + "text/html": [ + "
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apparent_elevationapparent_azimuthelevationazimuthapparent_zenithzenith
Time
1997-01-01 00:30:00-09:00-54.750103328.861096-54.750103328.861096144.750103144.750103
1997-01-01 01:30:00-09:00-57.530205353.265280-57.530205353.265280147.530205147.530205
1997-01-01 02:30:00-09:00-56.62771218.751764-56.62771218.751764146.627712146.627712
1997-01-01 03:30:00-09:00-52.32954941.456666-52.32954941.456666142.329549142.329549
1997-01-01 04:30:00-09:00-45.71793360.026503-45.71793360.026503135.717933135.717933
\n", + "
" + ], + "text/plain": [ + " apparent_elevation apparent_azimuth elevation \\\n", + "Time \n", + "1997-01-01 00:30:00-09:00 -54.750103 328.861096 -54.750103 \n", + "1997-01-01 01:30:00-09:00 -57.530205 353.265280 -57.530205 \n", + "1997-01-01 02:30:00-09:00 -56.627712 18.751764 -56.627712 \n", + "1997-01-01 03:30:00-09:00 -52.329549 41.456666 -52.329549 \n", + "1997-01-01 04:30:00-09:00 -45.717933 60.026503 -45.717933 \n", + "\n", + " azimuth apparent_zenith zenith \n", + "Time \n", + "1997-01-01 00:30:00-09:00 328.861096 144.750103 144.750103 \n", + "1997-01-01 01:30:00-09:00 353.265280 147.530205 147.530205 \n", + "1997-01-01 02:30:00-09:00 18.751764 146.627712 146.627712 \n", + "1997-01-01 03:30:00-09:00 41.456666 142.329549 142.329549 \n", + "1997-01-01 04:30:00-09:00 60.026503 135.717933 135.717933 " + ] + }, + "execution_count": 3, "metadata": {}, - "outputs": [], - "prompt_number": 10 - }, + "output_type": "execute_result" + } + ], + "source": [ + "solpos = pvlib.solarposition.get_solarposition(TMY.index, sand_point, method='pyephem')\n", + "solpos.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Plot Results" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "Time\n", + "1997-01-01 00:30:00-09:00 144.750103\n", + "1997-01-05 04:30:00-09:00 135.602400\n", + "1997-01-09 08:30:00-09:00 102.432447\n", + "1997-01-13 12:30:00-09:00 78.512732\n", + "1997-01-17 16:30:00-09:00 82.820808\n", + "1997-01-21 20:30:00-09:00 111.182018\n", + "1997-01-26 00:30:00-09:00 139.979530\n", + "1997-01-30 04:30:00-09:00 132.198220\n", + "1995-02-03 08:30:00-09:00 98.789525\n", + "1995-02-07 12:30:00-09:00 72.822607\n", + "1995-02-11 16:30:00-09:00 76.326134\n", + "1995-02-15 20:30:00-09:00 105.037372\n", + "1995-02-20 00:30:00-09:00 132.610466\n", + "1995-02-24 04:30:00-09:00 125.033625\n", + "1995-02-28 08:30:00-09:00 90.779356\n", + "2005-03-04 12:30:00-09:00 63.830813\n", + "2005-03-08 16:30:00-09:00 68.000330\n", + "2005-03-12 20:30:00-09:00 97.815052\n", + "2005-03-17 00:30:00-09:00 123.504595\n", + "2005-03-21 04:30:00-09:00 115.388394\n", + "2005-03-25 08:30:00-09:00 82.235607\n", + "2005-03-29 12:30:00-09:00 53.883251\n", + "2005-04-02 16:30:00-09:00 59.809867\n", + "2005-04-06 20:30:00-09:00 90.179979\n", + "2005-04-11 00:30:00-09:00 114.466229\n", + "2005-04-15 04:30:00-09:00 105.957933\n", + "2005-04-19 08:30:00-09:00 73.661496\n", + "2005-04-23 12:30:00-09:00 44.663537\n", + "2005-04-27 16:30:00-09:00 52.611319\n", + "1999-05-01 20:30:00-09:00 84.384435\n", + " ... \n", + "1994-08-30 16:30:00-09:00 56.996806\n", + "1996-09-03 20:30:00-09:00 90.395404\n", + "1996-09-08 00:30:00-09:00 117.476162\n", + "1996-09-12 04:30:00-09:00 111.041904\n", + "1996-09-16 08:30:00-09:00 80.440161\n", + "1996-09-20 12:30:00-09:00 56.167191\n", + "1996-09-24 16:30:00-09:00 66.639392\n", + "1996-09-28 20:30:00-09:00 100.236644\n", + "1999-10-03 00:30:00-09:00 127.077614\n", + "1999-10-07 04:30:00-09:00 118.605119\n", + "1999-10-11 08:30:00-09:00 87.008947\n", + "1999-10-15 12:30:00-09:00 65.015325\n", + "1999-10-19 16:30:00-09:00 75.673436\n", + "1999-10-23 20:30:00-09:00 108.551081\n", + "1999-10-28 00:30:00-09:00 136.329180\n", + "2005-11-01 04:30:00-09:00 126.077390\n", + "2005-11-05 08:30:00-09:00 92.698148\n", + "2005-11-09 12:30:00-09:00 73.312417\n", + "2005-11-13 16:30:00-09:00 83.028813\n", + "2005-11-17 20:30:00-09:00 114.612493\n", + "2005-11-22 00:30:00-09:00 143.202372\n", + "2005-11-26 04:30:00-09:00 132.041365\n", + "2005-11-30 08:30:00-09:00 99.774990\n", + "1998-12-04 12:30:00-09:00 78.671579\n", + "1998-12-08 16:30:00-09:00 86.396956\n", + "1998-12-12 20:30:00-09:00 116.432880\n", + "1998-12-17 00:30:00-09:00 145.641474\n", + "1998-12-21 04:30:00-09:00 135.410854\n", + "1998-12-25 08:30:00-09:00 102.604825\n", + "1998-12-29 12:30:00-09:00 80.015076\n", + "Name: SunZen, dtype: float64\n" ] - }, + } + ], + "source": [ + "# append solar position data to TMY DataFrame\n", + "TMY['SunAz'] = solpos['apparent_azimuth']\n", + "TMY['SunZen'] = solpos['apparent_zenith']\n", + "\n", + "TMY['HExtra'] = pvlib.irradiance.extraradiation(datetime_or_doy=TMY.index.dayofyear)\n", + "\n", + "TMY['AM'] = pvlib.atmosphere.relativeairmass(zenith=TMY.SunZen)\n", + "\n", + "DFOut = pvlib.irradiance.disc(times=TMY.index, ghi=TMY.GHI, zenith=TMY.SunZen)\n", + "\n", + "TMY['DNI_gen_DISC'] = DFOut['dni']\n", + "TMY['Kt_gen_DISC'] = DFOut['kt']\n", + "TMY['AM'] = DFOut['airmass']\n", + "# TMY['Ztemp'] = DFOut['Ztemp']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Perez" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "models = ['Perez', 'Hay-Davies', 'Isotropic', 'King', 'Klucher', 'Reindl']\n", + "TMY['Perez'] = pvlib.irradiance.perez(surface_tilt=meta['surface_tilt'],\n", + " surface_azimuth=meta['surface_azimuth'],\n", + " dhi=TMY.DHI,\n", + " dni=TMY.DNI,\n", + " dni_extra=TMY.HExtra,\n", + " solar_zenith=TMY.SunZen,\n", + " solar_azimuth=TMY.SunAz,\n", + " airmass=TMY.AM)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## HayDavies" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['Hay-Davies'] = pvlib.irradiance.haydavies(surface_tilt=meta['surface_tilt'],\n", + " surface_azimuth=meta['surface_azimuth'],\n", + " dhi=TMY.DHI,\n", + " dni=TMY.DNI,\n", + " dni_extra=TMY.HExtra,\n", + " solar_zenith=TMY.SunZen,\n", + " solar_azimuth=TMY.SunAz) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Isotropic" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['Isotropic'] = pvlib.irradiance.isotropic(surface_tilt=meta['surface_tilt'],\n", + " dhi=TMY.DHI)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## King Diffuse model" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['King'] = pvlib.irradiance.king(surface_tilt=meta['surface_tilt'],\n", + " dhi=TMY.DHI,\n", + " ghi=TMY.GHI,\n", + " solar_zenith=TMY.SunZen)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Klucher Model" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['Klucher'] = pvlib.irradiance.klucher(surface_tilt=meta['surface_tilt'],\n", + " surface_azimuth=meta['surface_azimuth'],\n", + " dhi=TMY.DHI,\n", + " ghi=TMY.GHI,\n", + " solar_zenith=TMY.SunZen,\n", + " solar_azimuth=TMY.SunAz) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reindl" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['Reindl'] = pvlib.irradiance.reindl(surface_tilt=meta['surface_tilt'],\n", + " surface_azimuth=meta['surface_azimuth'],\n", + " dhi=TMY.DHI,\n", + " dni=TMY.DNI,\n", + " ghi=TMY.GHI,\n", + " dni_extra=TMY.HExtra,\n", + " solar_zenith=TMY.SunZen,\n", + " solar_azimuth=TMY.SunAz)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "yearly = TMY[models].resample('A', how='sum').squeeze() / 1000.0 # kWh\n", + "monthly = TMY[models].resample('M', how='sum', kind='period') / 1000.0\n", + "daily = TMY[models].resample('D', how='sum') / 1000.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot Results" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "ax = TMY[models].plot(title='Modelled in-plane diffuse irradiance')\n", - "# ax.legend(ncol=3, loc='upper center', title='In-plane diffuse irradiance')\n", - "ax.set_ylim(0, 800)\n", - "ylabel = ax.set_ylabel('Diffuse Irradiance [W]')" - ], - "language": "python", + "data": { + "image/png": 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6vYg8rqoTROTFVHeuqn+Ms6oKOCfV/XwdG0JDWSGHpvqCPBa1bsM5p7a6BPoG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\n7pX5y7N3puHWGiI267DJflZ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ib3ZHUiqgZH7oTkDJ7vCGlPIYS6EMBY6WUk7DnPw/XQhRDMwCpgFPWJ8V3aSl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- "text": [ - "" - ] - } - ], - "prompt_number": 12 - }, + "output_type": "display_data" + } + ], + "source": [ + "ax = TMY[models].plot(title='Modelled in-plane diffuse irradiance');\n", + "# ax.legend(ncol=3, loc='upper center', title='In-plane diffuse irradiance')\n", + "ax.set_ylim(0, 800);\n", + "ylabel = ax.set_ylabel('Diffuse Irradiance [W]');" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY[models].describe()" - ], - "language": "python", + "data": { + "text/html": [ + "
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PerezHay-DaviesIsotropicKingKlucherReindl
count4131.0000008760.0000008760.0000008760.0000008760.0000004578.000000
mean95.15098844.99245049.09468153.06664049.09468186.484329
std65.06527368.88892672.13408376.33905772.13408374.768205
min6.5310890.0000000.0000000.0000000.0000000.000000
25%43.8345010.0000000.0000000.0000000.00000027.719322
50%80.2762670.9370013.7320514.0097993.73205166.243902
75%134.65775969.97595381.17210591.75382581.172105129.688766
max436.976154508.802248523.420126538.818466523.420126511.670117
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" + ], + "text/plain": [ + " Perez Hay-Davies Isotropic King Klucher \\\n", + "count 4131.000000 8760.000000 8760.000000 8760.000000 8760.000000 \n", + "mean 95.150988 44.992450 49.094681 53.066640 49.094681 \n", + "std 65.065273 68.888926 72.134083 76.339057 72.134083 \n", + "min 6.531089 0.000000 0.000000 0.000000 0.000000 \n", + "25% 43.834501 0.000000 0.000000 0.000000 0.000000 \n", + "50% 80.276267 0.937001 3.732051 4.009799 3.732051 \n", + "75% 134.657759 69.975953 81.172105 91.753825 81.172105 \n", + "max 436.976154 508.802248 523.420126 538.818466 523.420126 \n", + "\n", + " Reindl \n", + "count 4578.000000 \n", + "mean 86.484329 \n", + "std 74.768205 \n", + "min 0.000000 \n", + "25% 27.719322 \n", + "50% 66.243902 \n", + "75% 129.688766 \n", + "max 511.670117 " + ] + }, + "execution_count": 13, "metadata": {}, - "outputs": [ - { - "html": [ - "
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PerezHay-DaviesIsotropicKingKlucherReindl
count 4531.000000 8760.000000 8760.000000 8760.000000 8760.000000 8760.000000
mean 126.020357 58.782821 56.830698 64.360708 64.622931 59.137119
std 98.944032 87.587632 85.451560 91.309309 95.026610 88.152787
min 0.715740 0.000000 0.000000 0.000000 0.000000 0.000000
25% 58.800900 0.000000 0.000000 0.000000 0.000000 0.000000
50% 96.567972 5.616401 5.598076 6.155411 5.667071 5.622082
75% 173.452541 89.248955 84.904156 103.102595 98.899346 89.601183
max 558.131136 531.675901 526.219164 533.076491 533.061174 535.251475
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" - ], - "metadata": {}, - "output_type": "pyout", - "prompt_number": 13, - "text": [ - " Perez Hay-Davies Isotropic King Klucher \\\n", - "count 4531.000000 8760.000000 8760.000000 8760.000000 8760.000000 \n", - "mean 126.020357 58.782821 56.830698 64.360708 64.622931 \n", - "std 98.944032 87.587632 85.451560 91.309309 95.026610 \n", - "min 0.715740 0.000000 0.000000 0.000000 0.000000 \n", - "25% 58.800900 0.000000 0.000000 0.000000 0.000000 \n", - "50% 96.567972 5.616401 5.598076 6.155411 5.667071 \n", - "75% 173.452541 89.248955 84.904156 103.102595 98.899346 \n", - "max 558.131136 531.675901 526.219164 533.076491 533.061174 \n", - "\n", - " Reindl \n", - "count 8760.000000 \n", - "mean 59.137119 \n", - "std 88.152787 \n", - "min 0.000000 \n", - "25% 0.000000 \n", - "50% 5.622082 \n", - "75% 89.601183 \n", - "max 535.251475 " - ] - } - ], - "prompt_number": 13 - }, + "output_type": "execute_result" + } + ], + "source": [ + "TMY[models].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "TMY[models].dropna().plot(kind='density')" - ], - "language": "python", + "data": { + "image/png": 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LyGQWiBDVcrhecCOr7bin3U6NDINpeOX5yxnZn6C9Ps3T23qoPcV1jWajHF+X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\nYTeY+DRYi6h014gArmpZge/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wqlLqPmAJ8KpSKlI75wLeAXx7R2/mcmnE48E6daWxXC59xvalmsuDaVLxBGgJ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\naULst+oVmOLA6EfOVO3rUeP32R49Fwf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- "text": [ - "" - ] - } - ], - "prompt_number": 14 - }, + "output_type": "display_data" + } + ], + "source": [ + "TMY[models].dropna().plot(kind='density');" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# print(daily[models]).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "ax_daily = daily[models].plot(title='Daily diffuse irradiation')\n", - "ylabel = ax_daily.set_ylabel('Irradiation [kWh]')" - ], - "language": "python", + "data": { + "image/png": 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w+Q6W6H0ttCLk+fM95VHz/r2UdXXOHRdyueBwOXC0MWaNY1FkEBgyyo3dqiKq\niBflDgO+Eu9VO9u2TMfLqIF7742VMHk7x7afSxJ5DxeHH1iD693atSqS3l+uWbH9MdZOHDn6dVfi\n8YJQqOe7ol3dVb6cPnjnkkTGAHNEZCOJeIwxEzO+opC0h2+/+PLt6nV8NNZOAGy5bYMLwXhDIOTL\nT1J5kNPnH1mTiDHmMBEJAiOAL4t1d8NO+lMqfQHtgdeX3hZaFYzLXXxF5FTgHezZd98RkRMcjagX\nS9NIiQokPUqdRMq6AUe/9qpAnK6J5NLl43Jgf2PMidij2K51NqSeGps6irk75YJ0XXzLmdbNVMF4\nIIkE6T4vimPP6Fs0rRHtuVOasp9ql3NqaRs0rOvxsFj5XhtShdD9W0tX6x+IXC6s3wq8ISLLgdHA\nDQWPIgNNIf3lj0NvcgqpjKS7SU75tunEw1X2zanxyyeqPMvhIUaZ7idSbYxpA57DnrF3GNAAFHUE\n2JCgVuxL2ZaRdWz+PPW9DoLBMk4iSRfWOwI6f5zKX0WFs6fimb6dNwHTgWd6LbeAIx2LqJdJu+xU\nrF0pFwzZtB6rTqf06C05fUY1iagBOPzgt1gac+44mmkW3+mJh78xxvy1c7mIfNuxaFIIBXW6h1IW\nDAb49tHidhie4/Q9IFR5CjjQRJypOes04BvAYSLyra4YYGfgTwWPRJWlYCBAdWXqr+Fyaxv2KHI8\nXqEpRBWOs1fVMtWTnwLeAC4A7k4ss4B1jkakylo83n34nBvfm+NcjMVNyeOjtAu0GojkExInvkmZ\nmrPagU9F5HHgQuxr/EFgFHC6A7EoxeZNrW6H4AnJzVlONEGo8hQjVPBt5nLB4ffAy8B2wFJgWcGj\nUAXjt8ON3+ItluRLIloTUQPh9PcnlySy3hjzAtBmjLkbv997VXlCui92z+vJ5Xvw1Ol+lF/kkkSW\niciZwGYRuRXY0uGY1ECU73G3pCQn06BOgqLy1NTY5vg+siYRY8x5wN+BS4DXgeOdDkrlzy85pLOd\n3y/xFlsw6daPw9o3uhiJ8rP//d1cx5uzMnXxnWGMmSEi/9frqW8Dp+WycRHZBXjcGLNv0rIzsS/M\nrwJmGWMe7n/YKh2/tZ/3brTRey/ZZGgdi9cn/tD3RHlYpi6+v0/8f1k+GxaRUcA0oKnXU4cAK4EQ\nMDefbavSpWPsbPvvKDyzfrEjvWlUeVlube3o9jMlkV+KpBxJbAFnZ9tw4p7sV4vI872emok9/qQe\n+x4lJ2eMmFP4AAAXiUlEQVTaTn19bbZdFU0oFPRUPKlsDgzOGKNXyhAI2qfXAXp+xvFozyySLlav\nlGMg+lMGL5e13D4LL0tVjn/GD+zxd6HLmSmJ/Drx/0+AJ4G3gL2Brw1wnwcBc4DNuazc0JBuhtfi\nq6+v9VQ8nYKL3yW+24SuvzPF6JUyWEmDCpPjaWzsHicSJZw2Vq+UYyD6UwYvl7XcPgsvy6Uc+ZZz\nxIi6lMszDTacD3azlDHmj52LReSifu7bSmznLuBS7BHvf8A+CS3qtPKl6ovPt2Sr3dyOojDirTmd\nW5QJ7XygvC+X6UEXichDwHxgP+DN/uzAGHNc4v/O5PNg4p8qkGMmjWZ+iYwriDatB1JPDV+uSuOT\nVaUqly6+52I3bX0B/Dppdl/lEdWVJXTxVbtnJUm8F5pFVJ7222eB4/vImkRE5Fzgt9j3Wr9fRF5z\nPCrVL8ceMNrtEArH0oF13bQ5Sw3MVqO+dHwfuYxYPweYCswDzgA+dDQi1W8VYf/VRNKdXGsX374C\nxb2ZqFL9kksS2WiM2QwMM8a8D+zlcExqAGrjzTmvu/j9VTz5x3cdjCYfet7dmyYR5WW5JJHHRGQ6\n8KaIvAXoHAwetuWmz3Net7GhjcYGd6Ze704VWvVQyimN1qAef2/Vvrrg+8ild1bMGHMHgIg8CDQU\nPApVdsLhiP1/sMPlSDzMAgJaN1P5ezJ2VK8lhT9py6Um8k0RqQcwxmw0xuipo4cF+9G7yeo8SrlB\nj4w50x+cyldbEbrL51ITqQPeEZGNQBywjDF6TxGv6mcXWe1R62H62agBC2T4qzBySSIPGGNmOrBv\n5bb2jQypXedyEHqerZSf9as5S/lAP47JVR3z2W3Xhc7FkoeOmI4TUapQ4jkd4gcmn+YsjDETHY1K\nFUm86+ZQXrEu2gpUux2Gr7zw1w/Z1NDKN6fpz1JlFrQiBd9m1iRijDkw2zpKFYoV0DERvWVL9MuW\nrM/4vFKdnDhpzHRnw953NOxkGWNyurPhQDW1PI19V17lBC9etw0VofrtF12fj7cqi0r1kKkmcnma\n5UX7St92SH9nnVeBQO7VVcuDRye9ItKt69PxYrZXPlXEmogx5tOC762fKoK5XLJRPfT7gOOtI5Sl\nn3k3F4fxKP/bsD73KZAGwrO/2HHNHwJj3Q7Dd6KB3CdjXFm5BatDO7Org/H0V2zoCGhtdzsMXzlw\n/3cZNKgVONztUJSHfLm2qSj78WwS6agc7HYIvrS2Ivf3bX2oltWBLR2Mpv+GVtYAmkT6Y1i93g1S\n9ZVqRuyAAy3Ynr2K2VI31O0QfCnq8yHoY0d4K6m5Kdffe9wKELf8/bmrYiniNRFV+rx3WR2CQT0Y\ndophXxJZZWWe/+iR2NcIAFfH4wSDnj0vVEVmFenmPPqNKzX9OQa7eLyuCNk7z3bQa2st/OAov4kE\nM1/naqGWZmr1ppCqh7aOtj7LnPjJezaJ6B3unGVZFrF42LUR6513Y+xMJuls3tT3h1BuKity+5l6\nscu2ck+woTg3nPNuEtEfRJ5ye98Wvb+qKPPqqIGrrMixx53+ZFSSilBxqqaePYrE9QfhqKbGdtxs\nz7JC9uW4eJYuycVq11Wq1MRT/nbcuSmVK/TQkZ+AT0antY/cHoDmLbfOuJ7mkNxFo3pRRHUrVmuO\nJ5NINPo543Xy+aJwLeV0dkXO0iXZ0ippzv75jLem9Vfu2tzSd1nAgbMyT3bxvWzv8Yyo0fEC+cnx\nS9Kxkfqhm/kyPszZcNLItcakzVm518rXrtrkaBzKXz7fGIARzu/H0SQiIrsAjxtj9k1aNgX4HvZJ\n8O+NMXN6v25kbRFKXqKG1OZ2T+Wqtnewho4k4MQQ1gKKa00kd5pwVRIr0LehaZNV+EO+Y0lEREYB\n04DeE7hMB05K7PuxxGNVIH4ZrJdre60mEaXy09RU22fZ5lBFwffjWBIxxqwBrhaR53s9FTDGRIGo\niFSleu3gwVWEw7lPJFgsoVCQ+vq+H4wXxGLrCYW2JJwlxs4yJCcbN8pUVWV/mSsqwhn3Xz+sNuXz\nXv4scpWtDJa1mUBgGFWhSG5lDbjzWZbDZ+EXyeWwUrQyWMFAwcvpxjWRNhGpSOw75UiypiZvTsBX\nX19LQ0OKq1UesOewKAsbIR6LZ4yxswzxuIVFgACWK2Vqb48AYSKRaMb9B2PNNDT0vV2ulz+LXGUr\nw5St4zy/4kNO223/3MpqZf7snVIOn4VfJJejbkjf8liQdzlHjKhLubwYScQCEJG7gEuBO4EHgArg\n+iLsvywcsa3w/kbDnsP9cTY1otquaW6Z5Xbq7euWMWiLLYoQkfdMGX0AU0bnvv6uOxngCMfiUf4i\nYz/jndhePZaFHJig1fEkYow5LvF/520KX038UwW07eCRXLVPBcOqcusb3Riq5X1rN6pcmnb94G3G\nEQ68zf5b7Zt5RZ0QKmcjR25wOwTlIe/Hpc+ymmofXVhXxTe8Ovfuup9U2uu2k/KylOOCgSAHbjMx\n63raxTd3+k6pZAusvrebK6sJGJWz/HLAsfSu67nzR8c85aKAA81ZmkSUp1nt6W/xueaLRjrao0WM\nxuMC9nuiVDFpElGe1tG4Ku1zTzz8Di/9Xaf6SDb7lY/dDkGVGU0iZcsfbR+1W++R8fmN6/3fLbNQ\n/PGJKjfpNRFVMH65JlJZn3mWX9UtQjjrhJZKFZomkTLlm05PGQ6Ko7f7gqqK9NdMykVd85cAvMCh\nWhtRGTnxs9ckUqbicf9/9HuO/5jxu77jdhiuG9P6OQDr2AL/1DGVG7Q5SxVMHO/NTZZa5q99qEi3\nAPWyqspI1+ORg+e7GInyupADWUSTSJnSZo/SkdziN2SIjlpX6fX3klk8Hs864FeTSLnySxbRC8VZ\nra/QG7ip3Bw4clC/1r/35leZ9ezijOtoElHK5zaEk+dL06Sr0jtg6z37/Rrz4ZqMz2sSKVNBj9/R\nsEuaY6LOqdUtSKz7D31bVJFpEilTQ4dudjuEnERjaY6KFtwTPZ33grsVNyAvSkqomkNUocTjcbbb\ndjV1g5szrqdJRHnah6s3plzeebD8OLRD8YLxqECP1KHNWaow4jGLvff4iIO/+nbG9TSJKE/7oqUh\n5fJ4rLMJRw+aAa1/KAcFs2QJTSLK09qjqQ+Qlt6sqosmEZXKYN4a0OtjkUj2ldAkonyqqdGdOzJ6\nkl4TUSlcM/F0YtHUNflcWJHcfmOaRMqU5ZNmoNY0vchWftY5qE4Pm4G0fyiVPwv4JL4dDdbgjOvp\n7XGVp7VZqavUISfmb/Ct7kTaRqWLcSivGcidDC3L4h/xQ6imnT0zdKnXmojytMpw6q9oReL0R1MJ\nbLC63yNL3xCVJBS0vxCjKhbS3j6nX6+NR+27hkYIZZz1W2siZcovzVm11RUpl69ZPAeG7kbAL4Mm\nHRQJBrrOBjuCqd8vVd4u2vtr/a6VtFt2D8gqIhkH92pNpAzF4/458AbSfEOXrrQv+vklGToq6eOc\nXfUV9+JQnpVPs1YkYtdEWqjBynDM0CRShpYszDwXjh/ESuB+KE5oDVa7HYLylPxPsuLx7m70sVj6\nLvX6SyxDkY4YjWTuceF1NTW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AY6YtYBA0Et/UEn9lVKhqq0vXNoqtfUGt8BC3VasD0FQBrRTGZNtWuTnxZxOU\nzK383FyZo6IeuX98kwsHXfjZ8rmKcgm5iEahhGCPEV8PfuF9r+KMBS+FiqENLpnkyEeUtPH008+B\nYdR+E0gDz3E4SvC2LGqLMXYPgHsopddRSo9kjD0sd+lv4hQAqfzTpknQ2dnRqiGmwjSNIet3sPsy\nwGEIEWpTgAAkfi/r6dswVMJAvJ28fIsKhertDeW9Vei3S/7yJSRIjObeL9fh6No6gOnbJ/sH1KSe\nzyOxHyMX5H5E9xND7asyRilBDMG944jqu7l7XRwItIj2dhOdnR0wCIdp8Pi7BS+IQW1X/b4lj+no\nCEgaeYue/3C8V7X0PWlSO9atW4Obb34eN9xwI/r6+pDP59DZ2YFTTvkibr/9DqxduxY33vhzXHHF\nf+CRR/6KW275Ndra2nHOOeeio6OARx99Ek888RgA4MYbb0KpVMK///tF2LJlC7bbbhp++MOrcN99\n9+Lxxx9HsVjEokXn493vfvdQ3oKWOdsLjDFlAO5BuJ7py5TSQwC8AmAKY6wv1oCE64phqUtcLVN1\nJPdlchemwWNtcpDYtnr6dnwzDGLnlEo2MAEoFq2q7Q3lvVXotcrABCAvLLgajS0Xzb1fj9z3GpYv\n2YCzLv5w4spRTbID/eXEfnp7+gFMAhKejX+/Eb/fOqxSCZgEFCwbXV0D2mqUwHXj70Gt6O0NtLje\nniK6ugZA4MKIvFtKIxHaNUSfcU9XwMPlEKMlz7/Z98oub4VwGzPNTprcjv4BIN82Lbavt7eIJ598\nEp/97BcgRB49PUXYtoOurgH/+fT0FGFZLrZt68dNN92En//8VygUChBCYMWKN7DddtOxaNGFuOqq\nK/Hccy/hxRefx+GHfxQf+MDhuPvuP+Luu++Fbdtob+/AZZddAaDyO9MMZs5M9kS0SiM5ilJ6Abz1\n0SoAf6GUXscYWwTgagC/hec7+XaL+h+3ICQetSVIMp9TPQjSEeOmLcFdbBNTtJolIwu2HH07L6PP\nHDzm2bdXrcOs7bdCiGRLknoKToppS5mPEilSNIFQCSq6K5pZ3qxPzLED05bycRiEwzQFhBC+4OSI\nsyrH2tISGp00PvphhGv3Y92rP0dztk6CneZdADMffr8qkTYqKOHf1bUNO+ywo1+vRN3j3XbbAwAw\nc+ZM9PX1YvXq1fjb3/4Xd955J2zbxsc+9nFMnDgJlFan8W8VWiJIlFkrsnmR3LcWwBGt6DcDYJD4\nT7qWSn3PZK8jAAAgAElEQVTVUImevAsm7nGPwcf51qb6aBUcAhjCRV44EWd7c9h37suYPq0HnP8r\njESedTnZpvBQOa6Tnr1eq4/E70n6qQbJ3W7bQUSZ8n0Zhtcb5y5MUyV4yuFWEFx6HgofZEHC3TI2\nrX0KU6ce1XAbZn4idpx7btMaSVSI+O2nkDZalneP33hjJQCPDXjDhvWwLMvXSIDwIkUIgV12mYPD\nDvsgDjroUACe9vrww3+py/cy2Mgy28cYDMIDz6uGZicYP6w0oZ0i934Q/byMUtFG+4TmeL0GG45h\noMCteFh0k6v2zqle6KvnTI5PkL7/IEVTcxxHGn0TMtv9+10Z6jhF/ahaalYjsRM0ko256VjNd8YO\njqUJEqWRpMPhrWNZfvOtZch1PYYtWw9EzpzScDtJZqla0TG5A5ZbP2njggWH4uyzT8Pcufv4x51y\nyqk477wzMGHCBJx66umqhVBbxx//r7j22h/ijjt+B0DgzDPPjR031MgEyRhDiRRik0gan1M9UJaT\nxMx2GYLa32fhzpsfwadOPRxTp7Y31d9gwjFyKLiWJmC9EOlmNRLTlJN9Wr0RFbWVQsPu+ISLCahw\nv0OHqVWrnz8SOr1hOFo2vorYW2fOxAY+E0eULbS1dYTGV0lz0oXSYMcTlco2JqnP4fG1V0Ql0sbT\nTjsTp512Zuj4ww47HIcddrj/9/77H+h//8pXzvC///CHV4X8IEmMwkOJcRbVPfbxojkXT5kHhrap\nkq9RPPvwZXj+n/9TU7tqwuJJ4b9ynym68dHD/okNGzbUOerWwjHzKNiWfwd8zaSJWa1ccrCS74Jb\nnBNDyXs6fEbelP2KDDGRa6uCBhg+zoMROz58nmN14Z2l18N1anPC6pO/Ms1xw4ALA2VLM3shXZA8\nx+eB8V3h6BrZIHKAeWOTocnDEPKaIUAmSMYAevotbNjqTRA2ycOJKZrJzva2nI2Z+WU19SEinyHI\nH3POcEEIwMXI4tyySB4Fu+wLEJW02UxOQ09XEU/w98FCIZWUMfCRpAiSStTrNdYVUZQv1cx2Tnkr\nHGsbXLu3YnsKetEv5dDnIHBh+sW09PEljXM1n421YhYcWzftDa4gUQEemSAZXmSCZAzgviffxC/u\nfRWAMtqEMSiZ7X5b8VeGSDMIUSvPGosyDQWEECihDQW7DD/7W6iJt/F70te1FUV45jsrRZCoe5aW\nkKi288TQ4dp8JLH9Kaatvh5voVEq1kaaaGmmLSE1J05McBiwNbLJNA0I8CK6XBghGvrBnu59xoUR\n9M6NR2SCZAygZLsoSQJAnhDqK1I0kvqQHrXlext8n8DIyXB3XY4yCig4ZS0GoXkfSbkURKhZdpog\nUaat5J54BSLMWmuv84Ra9N7f4fPWrvdYijZsqk0jsTSiSVcza7owgox8IYKAgpQ8GhcmuO5sb+A1\nLPasTDcfSg64isW3MrQcmSAZA3DLDoil7O1GymQ/SBpJ4qQnJ0yDYDnfFSJlBT4cEK6DEgrIuzYC\nPirhCZUmbgkRwYRsp7D7+pNsSj0PXokqXjNtVTLb+M7uKk52R07+tlVbBJVla9fkKtOWARcmbEnO\nyYWr+UiSLoHAhQHHcUPb6oE1sB6bXv8v9G58KnG/QGbaGgnIBMkYgLNpANNVze6EQknCY+Bqqg/1\nM+VJCYnyc1uuE3/jC9BVoRDSUMPlLlyYIJxrPpLmTVtlLTfCSqnJDn+STXPGB+ar6EQYii+rQZBE\nfSLRd8B1g8m/FtjacVwIuK4LFwYA4tdX4a6LJDJMfQwcBtyQRlLfPS+WPTNaV9emxP1KSKf5oYYb\nixc/hxNPPBaLFp2F888/B11dXbFjtm7dgt/+9paa2lu40Ivy+vKXvzSirjkTJGMAwuUgQoBzrwZ4\nXJAk/9Ab6itJ21EmLZkQ1W/3x44ZLji2DQHDm798C5x3R5pxtndrJ9spdPC+8E3TSBQ1f6JAC4RM\npQqFyqQV9VXE3gE5mddap17PRnc5h2VbcGWujCWTFV23skbCQeAKE7bbePjv5m5PaG3Y2pNyhNSW\nRqhGQgjB0Ucfi+uuuwnHHHMcHn74L7Fjpk2bjn/7t6/U3e5IQpZHMgZgwEYhZ8F1nVSNpNmfWU2m\nLX9SGzk/at0Rrt8FQ25pFJsd+L8eO8UnFEQ0Jd8P3Q+i047o+wSINBUmZ4Rzn0xTHu9rKOHjilzg\nfvdwvK9GjcTRnNdCCFhW2RckZZmA6riud41CpJpTXRhwbUtj26vvnudzso5MSlKj72xvcbXLZqA0\nyt7eHhQKBdx66y+xePFzMAwDl176bQgh8Ktf3YjLLvs+zjjjy9hjj72wbNlSnHXWQsyfvwD/7//9\nGQ88cC/mzXvvMF9JOjJBMgaw986r0NmxDY77IV+QhCcmAk6M2GTVCCpFf/k+gYGhJ9pMQ1lRfZCA\nj2owNJIBx/V/PVZKiWF1r9JWy3r2uuAI2QfCgqSCRhLRQNIEfg8xsUbsCCq2ePsFh13cgELHjont\n6jTynLsoWxYcKUhsacpzXQ4BAgPeJ+c8YIlG4Gx3uRYBVuc9z+UIHADev3EIzj2amSbNPFtKFkoN\nBon0GIBdsjC9vRDbJ4TAQw89gGeeeQp9fb248sof4c9//h9cf/3NePPNVbj99ltxyimn+sf39vbg\nzDPPhePYuOaaq/H+9x+M+++/BzfddAtefXUJli9nDV9jK5EJkjGAfM5CW8GWpgZPkLicI2d6P3yV\nkMi5gGkGv+TfOP+Kvcib2KWWTuRpiT4S3+ErJ84aanwPFcoqNFkTgEnFv+qFra3Yw3kSAfxJPaUr\nfdLnnMOU93bDWj2hk8hJPT5JAXGNRD9PhyW8+zAgExJLPa9j0xv/jZ3eexHM3IR4u9oKXwCwyiXp\nIwFsqZG4jqcBG4JDEENqBWFBwmHAFfr7UJ8kCYRoyj0WzSck9tkOrnlldVNvBAFw6f67YVI+PKUS\nQnDUUcfgq189C9///rexfPkyvPDC876vY8aMmaHjOzu3Q2enV6Kpr68X3d1dmDVrRxiGgb33Hlpq\n+HqQCZIxgC35qdiWm4LZtu37SDgXvjVEhf86LodpBj/0Itrxsng3PldDH5US5NQqMynrfbjhRx8Z\nJCQ8iPZvI9AnHSdFcFYzbaVFZm1643+wXWfA/ZTGHgxo4b/qWiJRXP5xsn1XTsyWVfRGxm14RNyR\n4/WqhpzDKgemLXW9yrRlSt2Kcw5TvXMyNNiFAe407iNRgoKkCBLXdgAz7NOpF5PyOVzw3jkNayST\nJ7fDHrBiQkRBPdsvfek03HDDT3HwwQvwta9dBMDjW9u0aaN/bMi8KQSmTu3E+vXrwDkfsdoIkAmS\nMYENbdPRY07FfNv2I2u8iUA+XuJNNI7D0Za8sK2KQFhU95FUcg4r2JaLvt4ytpveWoKksuMCICCE\nxE1bTbQbEiQJCYl6jkWqj8S/lep5ef6AnGnBzHGf/yRNUAG6hlg5aov74cFeo2s2dGEKgL6BMjoT\n3gndHCeEgO0EznafMsXxnO154UVvudz1GcdcGfgBGOCi8agtNQkbKaYt17KBdqA8UFuiZRqSzFK1\nonNKB7oqyCAlHHbZZQ6KxSKmTZuGhQvPBCEEH/vYJ3DwwYcgaVFDCIFpmvjkJ4/DWWd9Bfvvf+CI\nc7IrZIJkjICDoGzZ4DBAEA6HVOG/oXh+baLgQsCo8QVNMm0FZi8lUKpP0Q/dvRRr3tiKsy85vKZ+\nG4WnkRRAkGDaauY3qd0/JyGr2tst70eKYNUFTDiaSoQEgVNhpRwkJKozFSKCRH3KsfR39WPKRK8O\ne2dCsWsREiQcjmXDlZn8SsjYjkfLbwgOB2ao1DLnSiMxAengNwSvO49EaSQGSdE4FN3+CAqF1aGT\nNgLAT3/q1W+PRmkpevkbbviVv+26624CAJxwwok44YQTQ8ffeuttw1L0Lw0jzxaRoW4I6UwvW5bv\nI9FNE8pWHf2hK1hWckJdqI8KLK++b6QOjaR3y1vYc4/VVY9rFqquhhFytnv/N5WkqV0jTzCreBqJ\n/J7ShN6/qz2vl8heeEO8y/87ncsrwbTlC/NIX/IZuXI0XOaVuClZ+VwbNQfkuyU1EsFR7F4Ot/8l\nAIAhhBfqq4cMS7OXt/CQdeXB6xbeSqCZKYJECZqRGv47XpAJkmEE5wLPL2ueKVcQ7wdbKnsaCQfx\nf1icqymB4E9/X4G/LX7b2645U8tWdbOA+p1yGAnJc2FBUovR6OD3vwS6Z+sFiTILhatmNK+R6BUJ\nk7i0vPuuOkgzbWm5KNok/Ka5M9aI2dq+6oIkGJjqMeXiVAlfKbjcFI4q/RELLkKUKVwIbFr3Itz+\nVwB4RcNUgIeC6zi+j0QRKxoRTasWqHfJJGkah+LaGpkayXhBJkiGEU+8sg5X3vYslr7ZXGVBQbwf\nbLlU1pztcqXGATW7bNiwEn954kVvuzZxWVYNleFCGolI3OeXXa1hdZgz052jb67YjBefWVN9TDXA\nlROnQYxgCvNSyZvTSLRLTKqAKASgkkBrmeIcrWZJdFy1+EgCjVEh4jNRjn1VA0U46BUdqQmKukYi\nIMIkjhDYuLXb97cYyrGujdOVgtTTYpSfo/7JXr1LOSPNtJXRyI8EZIJkGKES2TZ3FZtqR2kktlXS\nwn9VWdRgZXzyQctw3gcXe9s1jSTEq5TWh/zkkQlD9Q8EjvhaNBK1GE+aALaufQwYuK9qG7VAreZN\nw/BnUz/3vxnHpXZqElVFOAS6mrMdPu2Id3SE3qSCacuNRcolZ5r72qLcsdnowJ3usSim0LvoYxBC\nhPjEBAEIt/z7ZyihoQlD1+Waz0yOLCVxsRKU6SpnpjAoA1jOdx1RRKHjEZkgGUZMbPdiXPpLzeVd\nKFu0bZfAYXp/23rSmDoueNyuNoHotOCp0LSOaKiliGkk1ZtbL2bgSfeAxGPLdhdy5uA4EpVANUgQ\n/uv5SJpbwepnJ5m23FCwQ1obukM9ndjQrkCRHtNIohnuqk0jLGCKRIDDxICTQjipnS6EgK1llnMC\n5Ljlj5MIDgEj5MtxXUeL5vO2NaeRJN/FrcZE/I0vQH+mkQwrMkEyjGgvmCiYDvqK1TWCipCmLUcK\nBF0jcblG9Z0ycSmHdOU+INswQtXzgARBUsMkfZ97OF4W705czQvhJtadbwRqpeppJH4PiEZG1Yvo\nij0KpxZ+KZL8PKIEm66TQsEihJ8kGKhI0U/ZpgqEUM52+Vl2khcRIvRdROquE+RM13/ehnJ469eg\nETpyP2ey/nteTdNwiDeuUgrfWYahQSZIhhGmsxbf+NjTgJ3MbForPL+IAUdSdeiOT8+EFY+40p2s\ndi3Odk0YOVFBAhURZKgNVeHIjIOkiCfHMDFABqfmu7pO0zA0jUR4zvJmwn81IZAUMRQVtknQtQah\nC56INpHmx3Ad24+kQsRHEh1RtF6JyitJdbbrN0eEjxMGYBqBxkHku2Zp16CHLKvrMYSon/23t7L/\nTl1nMwmJGZpHxTwSSumJFXb3McYeGuTxjCsQ16tpMdl4p6l21A/V4YEg8WtZ88C0peeAcM20ZdWi\nkai+YMQntphGUjsc142Rfyxv2wW9+Uk4uI520qBCkU3DGNTwX/0aeQJhoG4KSjdtBdA1mGiuThrl\nzLq3V/nC228rJUw7yDeJCKk0QRLJsIZ2jZwQ5E0XZSnElEaiX3PIOW8oisz680gMk/jsKLbDkc9F\nCnj5GlbmIxlOVEtI/E8AtyVsJwD+BUCqIKGUzgdwDbyglWcZYxdo+74L4AQA2wDcwxi7tq5RjxG4\nxKOmaDe6m2onIAdUNUmIv9J3Hb1mhK6RBD88J8W8EepD10gidvVgX8DtVQm6uSLJbOMYBmzSWK7s\n4qdWY9ZOUzF7Fy/LTk3yuVzeD331HDPNaySG4OAk2fLvhoo5pbehoJJFRUI0mZvC2PvOW6/C6Xi3\n7CN6MSmCxP9bapFp9eR10538L2jaQC7nooTA2Q4AruZsD7EHG8qXUj+bgNCuvVi2kM+FNVWlDQkr\nM20NJ6r9Wq9gjP06aQeltFp85psAPsIYsyild1BK5zHGlsh9AsCFjLFH6hvuGINcIU/M92LF213Y\na+eEFONamvEncvWjI76qn2Z717Pc3Tp8JAJG3LTlJ7up1WLl6cIqayaQBGdvUk2VWrHk+bUoFe2Y\nIMm3QCMxwD3tIUEjCUXCpVDe6qt+36elRTv5+1LMNjn3HXCxT3BBobbDf0cz4P22U5ztupATQJit\nwACWi93wttjBO1Rev07ZH4pCI8qXIrzM0DqgWw1L5RKmTIwIEhXWPIKIQscjKvpI0oRItX1y/wbG\nmJqhbCBGlnMVpfRhSul+NY10DELlH0xt68cP7liMbb2N8QUF0TFxyo2w01d37mo1udMmEx3axFKO\nODbjzvbKKJeC8+2k0FbSeEwVQdkvKwsE/ot8PuePbDDYf0GIH4WU1FItdcr156HeBc8UGTFtJUWF\nuS6mTu6KMQ6kMRDEObnkM0sJLY6atnzhJgRgEqwRs7BK7AwAMHwhqAkSbbGhGIq96K76oNcZKZXj\n/hKhDSvD8KEm+wGl9LMALgKglgOCMbZvjefuC2AmY2yZtvk6xtjllNI9AdwC4LCkc02ToLOztaR+\nyf0aQ9JvsasITAIm5B3sPXMrJk5qa6hf/0evhUjm27xr2Nad97epyaCzswO5DTkA3oROiFu1X31i\nMnPh+xM42wPHb1p7pmkgr+UE5NtysWM58XJhGrkXB+63GA72RGen5DeSw548eRLQ2xeMWOY0NP6c\nA0GSdL2Fthx84z5Bcj/aZF0omOjs7ECxWIwJgVwu/j6WSmUMmB0auzqJPRP9PXY1jaSzs8PXUEjK\n2PR5mRhBsbS8sAETsJGHI6cP4gtrrz/TNFAoaP4430ciYuOsBiNn4v/K83Gw8TKmmDz1XCHEsMwV\nwNDNF8PdZyXUaoj+BoCPMsa21NM4pXQagOsBfEbfzhjbJj9XUkpTz3ddMSzEZJ2dHUPSr1VygEne\n988f+Cq6tmxCgcysfFIEnk1dhllqE1NvXwldXQPY1t0XHCuP6+oaQG9PcH1lq1z1evWJpbunL3R8\nlKZDiPTn1tnZgc2bgtdoa08ftoseK7PCa30Gv/3Zk3jX7tNw+NEUhbwFuxyMT9ntuRNoIcFdIg0/\nZ0EITOFxR3Eev17v/ipuKiT2o6/6+we859Xf1xtzthfLVuz8gf4BvC1mgQiO6dZWCMPrQy9w5brc\nP0/n5OrqGvD/tm03+R7oZjeX+2WU89wByRPYyMEn45ca00B/EV1dA+js7EBf7wDUy+0LLZlvUs89\n31TiYNgdghPMeWM9dtp+dmi/b9YVfNhIDIdqvhjuPgFg5szJidtrDf9dAqAujzClNAfgDgAXMcY2\nRvZNlp8zMI4ZiA155Y8t3QMAwnTbNYJrZgeh2Z9VcphO1LhazMZG4dW5CHMn1dCvzgvlJIf/+n9X\nMYP39gU13e2ErHpB6vOR9PdZWPbyenBXwDA5IPRQWrlabmvzpaEybTVTIVEgiFZKciGHaoikmbZC\nPhKvDcuKP4tk0xbH22IWtuvbgrywg/ulVcUMHR9JXIzmlcTGBqLZi4KMdJM7cGHAFsHP1pDH6Q52\nPRqME0+gkgZoaWzXWwj1iIlY83Z8HRuwHme2reFEtfDfe+XXGQCWU0pfhfS9McaOr9L2ZwC8H8DV\nUuu4FMDnGWOLAPyIUjoPniC7uInxj2qohbwhcyYqlVRNA+ca7YRWtMqVNnrdbv00PwCA91C8qCKZ\ny1FDvWt90nOsZB+J/3eVGbq71AeYbQCSfSSCGKnTQve2ARBCMKUzXozJcTjeIO8C3KC+uZoL23L5\nwC8i1D9NSBLNR5J097yQXVlvPKUf/b4pH4mVcD94QlKe4zh4R2yP3bsYembM0OhpEOvTdZ2Q2dHr\nWwqSlGcv5PV5TAmej8UULojD4baZsBGYTIlQya96HokmVIgJCE/guPXS0sh3qQeT0D6wFpbtopDX\n69fL68nkyLCimjZwnva9rjeAMXYngDsjm5+W+86qp62xC+9HPFNGoqTF9FeC4warPFerl62c7XZa\nMptrQ7m83BpWc/oRNq+skVR7U/qtol+Uz0nSSEBSOZme+OsK5AsmjvyXebF9jm3jn2I/7FgIFGA1\n7rZ8QXMzCxBRX75LfIyBRpJ0vUk1SuJtRHI1oNWY15A02VuODQsFTCz1oRfTg0HEyBu9++L6odlK\nI6k8AQsCX5Co4w14goTDgIW4RhLi2uKub+9Qtd5JExQpA+jAuzq34a2Nfdhzp6naOEnouAzDg2qC\n5BYATwB4EsBTjLHmEh4yhMCFQJeYjJ4tJWAO0N9TBnas/fyy7WJbb0kzbQWCREVreWyvZuxcNxQW\nXMuPMG42U4hpJFVaKmp5Kw5PCP+tYNraccZigOQBBILk6CMfx4ZN0+HYB3gFljQTn1KOCoVCyFTj\n0cgPjkaSpIHxFFoTHWHTlnd8OUkjSZgkleZCuAjlZyRqJI6VatpKNwl5eTIgKvzXgCm4p5HA8B3t\nQCBIQu+UJkiUEGvEtKW/mztP74YTua9BlFomSIYT1XwkXwWwDMCxAB6mlL5AKb2ZUvql1g9t7GO9\n0Y7/do9FX7sXfVFniD3++vRS/P4vjwbOdkMz6fhJYskr4xBJoDZRXXnbk3jutfWx4/W50hVVNJIq\n0IVHUmElxWCchHyuGCN0fA17gM804chysDojrprk2woF+OG/0rTVLNeWp9nwRF+LnkSYpl0JQvwc\nDGXWtBNCsZNW24qOxE/Ii4T1hoSUrpHEBEkyBDFgaGKJE68SomF5bdlJgkTPftfMcb5GUoMJNQZN\nQ2ubwCHcnsgBmWlrJKCiRsIYWwVgFYD/opTOBvBxAOfD83/8pvXDG9vokeG3A22encet84c2FUtx\nxO5v4R7s4p1PAkGizGROWuaytmIMeJc4jt/7MXT3DACYFTlDZw4OtxmL2vJj+wWEcGAY+dB+3XiT\nND5VGlgIEatR7bgOoi6Dx/lBAIBFVllqJJpAJd4Els8XQjyQpEkXiZA14EnKWriWQksCBCY4HBi+\nQ92jvQ9rkEm+M6UVer6OuHYVyhlyEkxbVQg2w8EEXui4AQ6TOyiLtlCuixqtSHG2O6JxjURoD7sH\nkzDRCRtFMo1kZKCas/08APMBdAJ4B56P42QArPVDG/tok74C25SPoU5BQkQJE/KOb9pyNYZbvx5J\ngkbi2v0QrhUIErmc6y+WMXWChb5yf+wc/WcaFXhp9Bx9W9/A1tW/x877Xggz1+bvdbQlfFLRJhW1\nlSRI+tCeXDceQLFUAkC0DHtvKAYEiGlqmzyKlGYz2z2qzGSJ5HDu39+02AOhmcfUPbUsC74DSSJp\ngaHuG29XDn2EPnXYVjnBtFWZzkZIChj/IEJgCIEct1FCOATUlBJaN8HpkWZKiDVWITFoZ0BMQEf0\n3WvGPJlh0FDNR3IygF4AjwJ4CsA/GWPNVWEaJxBCoOudv2LK9gtg5iclHjOhWASmAk4uB0vkEsM8\nK4HAQsF0wV1vktDt1moVm9Tm+pW/R0eOA9hZNuT9GAcG+uU5ydnmkOyt0YqAsfBf+bnu7XVoJw6K\n/f2YNDUQJG4ooigu6PziXC6HYYSFxgttc5ETbmIG64BVBlCAa5i+EPJMUBzENIPyuKKp2oge5P1I\nCyPmmiBJU30EdD+L95nMYpvkI/F8X7y9HSGhmJDZXrYCluCAzibulA/3aAQaCZEaGARywkIJbaFj\nVe1JHqrBopu21EKpfn6zEEUK2nwSzgAqjyTTSIYT1ShSDoVHzvh3eFGjt1JK76WUXjcUgxvN4E4/\nejc+hVLvm6nHCBmuu3n7abjF/QwG3Pp+DCaxvflM/ph0uzUXqkJifGLa0tUVImrkIFj4k8fwl6dX\neOOSdunX13ajLAtkCeKZYby2o6at5KitLd3emqOvv5i4P218imsrSci4xIATqwroob/sXZMLE44d\nTIJxjQRAA9X6dHgCKr3Ghn5d6eG/wWStJkiduoZE9ulQtDbElBxiCeG/yrdSLAfGRCEXAm4Vgs2Q\nRqKuV3AYgqPIw3xXKupchDSS4LujsQTXrZFobZZQ8N/rYFwSmWIyrKglIdGFDNyAFxi/F4C9Wzmo\nsYBi2fuhv70p6hwMIJQtX3rZe6zeuvrIEa8PZdrSNRKV4JbE7iqEAEiYFvzA2atQ6n3d218uw+Uc\nP/zdYjy3zAul1W3m+iSRxFYbrBJlbkQ070T7njRJCkmR4iaUga2UrFiSwtEhZsCmq1b9Wj0SP2qr\nCShnuwGeOImFFshppi1A00ikINGitgIurySa+uDehFh1dY1Ebiw6AUeVVwbAri5IQHwNTsh2CYSX\nzR+JCskZKrlRe6eErpGo8N9GTFsBSqINTjkaMVh/6YIMg49qPpLHAWwHYDG8MODvAljCGMueWxVY\nMhqpXE5n1uXRhXxf3DdRCXnDEyTK8alnGytTiUigICdEQLcYCRAcsddqbb8Ly+ZwuUDJChiFDXhJ\njOEJIz45+Ct9ZfeP5IroRZaiuTOKIFBNeFF4OSbJ65+y4wA5b+KyyjYmdBR8kwzRLpgAMo+kmfBf\nAFyZtuLt1FRqV9dIhBZlJx+jAQEXAE8ML/beL4OEJ2j9U5maSpbOxEvglMuBn6lCRJnPJSa8xQoR\nAu1WnJYjp8r4RhYYCuHw3zoh2zEcB6V8Gxwr+i6pL/U2nGEwUc1H8mnG2AZK6QzG2Ga1kVK6O2Ps\njRaPbVSD+6Vua6c94WZ9E1vBdCBEEIET9pHIiYmLWBqJl0Oh9RuZmA24sB2OGRMHfH+JburQ7dHr\nN/TFnN/+ul9pRVFBon2P+nA4F357tpOgrUR0CX3CKtu2FCQ5OLYFYKIfXeVftz+CQQj/FTxVswmF\n7KZM1ioSyjve26YLoKDSSYJpS5r9iNQ8kvxUSjiVIwzQlm3VpJHEfCRcYIoVZ+A1jXgEGE/wkXjP\noRmTZOQAACAASURBVLE8krZyEaV8W8zcqXOLZRg+VPORbJBff0spnQgAlNI9ANza6oGNdqiVtqjA\nYxV9+ZPMPGmwbBdtOTc0gYR8JLL1RI0EImSdiPo4DOKibNs4c8GLmIhV/ljNiG/k9Te34v7fPROr\nn+H/qSrnRbPXQxTl4TZdmTkNAHaaRpKQEQ4EkUwOcnD8CS+8sgbgh+1WmtN6u0u47fonsOT5tYn7\ngzwSERPEQNi0U4sfQk3C+kSphFRSZrt6v4yYAAk0EiXIVc5JjjsQhKBcthNqvcfHFs778IIWOhNq\no+el/ynsI/E+DRHUdm/EtKXQXiqiJNpiYdVZ1NbIQK2kjd+Gl0syD54Q+WLrhjQ2oMJuk8JvU8+p\nI/y3WCrBNMI/zJBGkqA9AJ4DlxABfe6LmooM4sK2LY/u3dEmZNWmnODWrX0bRx3xFKL1M9Tk1Gvk\ncJ97eIw/KpQsFxmf49i+YErinYqatkJOXVWDBTmUikXZVzAhh6acKqatnq4icsY2PP7wCqxb0xU/\ngCgfSeMaSWjVHzFxAQiH30agrtUwSDg/w++K+G0pSpuccMAJgWWVfY0kFiiRNDYQX7ObnrAwyZnK\nR6Kf7w1aLT6IEPKe1wd1HwvlIkpoiy08Mo1kZKCiIKGUTpdU8KsA/A7AvQAWAajPmD8GUexZCcdK\nd6T7JpuKGklkNRnRSNZv7cfdj69M7r8k6cFTNBL1A4y2aYDDjEQsRQWJaXCUZQSU1VeSx4QnFgCw\nixtiY/D2e9hGTLwtdsRAtDRvqPpeeGKwbVszbSVkvRMjXAZWuz7dLNRbUuM2/MxrX6CIqIEsDm6t\nwWEfWIxZO2zGC8/Ei4EKAEH4b4IPQxMkNZmPFF+Vdj1KSCVR2Kjr9jTLYAx6SWShyi3LpD6TO55p\nq2xrJI4pY9NMgp5Y8O5jZ64tdmze1MJ71Rnyu+n7wARIlSzQlW93o2xFTFfy8IJV8sKOIwuP4LpH\nP9Zt6ceinz6OvmINheZGGKppJH+S//8RwNkAVgO4Vm4b19iy+v+hd8sLqftVxJJI8JHYpc1464Xv\nIZeP+AciP4c333wJe+X/kJgLUix5sjxNI1FnuDFB4pm1QuYhzc61hs+CTUxYJRkerAkPU12TfyHd\nsq/Ia+TnKnjXXorUhFf+BSAwgfjXoAmSpJyKqGlL514SWiRaX2kA69/uhsojAaJTWGUzi5oI5+7T\ng9Urt2CgP854TARCobfhA8JmocQ+ZJKf1x/w0rNr0N+rm7bSNVRl2iIwUpzYRKuS6X3muAMBA2U7\neB5ppiGuCTkQAi4FS749XkypLZ+T58SFpyHUOKVGknLLB0o2Nq74Nf7yj6cT9xecMsrIJ4T/SkEy\nBixcW3vK6Cvao1KQVKNIOXyIxjHqMFCysHldN7ZLIVlUttwkH0XvlpcBAG3t3gtz6JMP4okPHB3T\nHkzRh8ltNriIG4/K5SI6kDCJ+wNQoZvhycjzF4QnUV0jeYh/CPMKy9Bhlbz8ao0mQ3e+AkDe6JX7\nkjUShRgTLgmoQaIrzLJlQU285VRmYI2cUtN2uHYrinYZd93xAsgHTH+y9ruHZP+tYF8XMmmxPb8W\nwO6wLQeYWAiNwxNpybkRITNPSjccRsC1BYC9vB7liZpGooffRs+V55lGWBPRhZbtuiAk52fG57jr\n+UisgPk5VZiGNBJ1HEdu2rTwYUIgVyhAvlba8R5MroS4opNJ7m/Lti3YubMPbcUlAA6NNdTmekLQ\niiYeptRfGY3gCVrpaEE109aFjewbH+B+iG8SAmd7XJC89Y5nErJt7/a3F5V2EVmB+i9WfGVqyTDM\n1GQ3v4m4ICEkKkhkHorwWF05MWBZatWqysUSf3Wp2m7PyUz4FI1E/eadKO08UaHEcS2srN3TDWu6\n8NKzYbOS4uFSKGmkfq5Wj6VXM8kFJi3ViIgJsChcLrCaz4YQwO67ron9uFXhpzTTltJoPEFRi49E\nwHWs0C9SaSRJpI1qoWL4+THxlbmtcmlEYNriIChqGgkIgWvHLdW+kJPajjJt5mduj0/edSsO/b97\n5RgFcjlF0xKKp/PGxyMaScq96Or2gkKFMTFyjzy0SxNxKXIrfObrxFZHF9Q7Nhop8auF/15AKd01\nZd9hAH48uMMZPTAQn6R1iAo+Etvu9e68nDTUqi26EPEdsAmCxLa9iTJNI1E/6ugQDQjJ7qGVP5Wr\nWgveipsbBlzbkm9HYNryBYmcCzrai3IMKZFDcnOMm0svUxuZAkraJNe1sQulDWXsd9C7/G1eX0F/\nZS3Z0TGD17lYtLDPe97GisJuKErGADXfqxYqmbbW2QIP8g9jrrEOh9FH4di9APRJLojaStRIVP4D\neMXw30AjEaB7vohtEyZiOfb0eqgwoaggBYMYgAii90JRfI6DQj4Yi8lduCQPy7X8kPD2CQ5Wv/gT\n7LzvBSi0BRxfKiFRkVKqvwszZ2L7je9g+ub1eOIjx4GAI5/Ph5k4oZm2fEEStJuEvr5tmGoCxEwW\nJB3yHS1FTk/LKRqNUI97FCokVQXJF5Au7O8Y5LGMLhDv55UGnyIjQSMxhUzqkuYDftgHvEMRXfWm\nm8dsq4RXjT2wjO8eHpbrQphmoJEkmLYIgvK8puCQMgVlVTGRGF4eRk5bFcMztRDpqBeCI9fm4H/d\nQxEzvMmJk7jJglDnmIrewrLGfrvz7FWYRGwAH5T3QfWtayQaJb2pJ8xY2HWXdVjp7gYSqw3iPbtK\npq3uch+AyXiV74j9yCS0u1EfSeC0TzJdqUnBiD1VfRQEBg8ESVuhiFwhKAkcmLYSNBLftGWCwEmc\noB11/+XfpvSRWPaAL0gMUyBnuuju6cPMmcmCBDJqC0IgN2Omd57SiCC8Msb94UepxqxrJEoocR7n\nUCsXu4BJgCPCTNEK7ZKc0k2jSBkDUAJ/zGkkjLFHh2gcow4GRHy5r0HZsAniQqDNlCG1MjTVMFQc\nftS0pbKd4y+WaxexIT8dGzEjtN10XTimGURtRV5KAxwDpM0XGoZwoWKBfY2EmLCsMv5a+ABmmp5D\nXZmIDHAIQlDs34qtRifecHeJjc3v0SeOjEbiaI57Eh6fl3MiuZkMFybRsrKlaYQTwydl1OlXbDOY\nhDomB9pSNPy3yhoAADBQdqC4CZfx3TEzQRgqjSRZ49A0koRJXsj8Ez9XQwCm4UoySGjnJlvhfC3D\nJL75CQj7fVT+SOCvcMFBwF2dZ8179qVSOCBCOdcJIDVHz6lvTvCEDYH37hAImDkT3pJFj9ryxmFo\nPhJvNwH3GGvC/Tk98rzoffaQb5cPIy0hcQzkk3DXxdwdNtdN3joSMHb0wiGG93uvoJH4P4hIZJYQ\nmNymJj/JX6Qyg2MLZxFpS9vllFAU7bHtpqtoU1QTcUHyCA7F89yrMGhwLwHQFjmsWj/b648YKNs2\nVoo52CbDPYU0BilBsnnzNvSLeASPd1nhnIao+SoUShy5hXrILyEiNLEImfUuQPyyrjr9ikXyyAvv\n7wlTSnAF8SdAbTjyaipHbamJus1eDyZ2i9HdKy6rtHZ8H0mK5sO5CGkknANv5N6Ft8Ts4Po1R3ys\nfbnVNMKsvvp5KhBBjU+F/3IeCF+lmZZL4Yx15QNSPemRdgqmzOzP5dR6VLtOEpjToO0VIInReIbo\nkx1HAzO8j/yEttC1+eP06XhiTY465Pg6nLT/Ml+ojiZUM22NO3z/N8+hc3IbFn7qvRWPI6Syw1bw\nZI1kc5fGhGtIld9MpqtISlLz++c2SqLN/6GZjgM3l4PpBs5xIDkHwULe1z5M4a1Sf+1+BmS6d6wD\nEw5X5je/Ry/cVU6M/f1F9Gt1M7xKgRECPf83HhUkBtLqnVuOzgsV1vpcl0tnu1cIyoQB2ylD1e+w\nSAEF14Jt5sFJDr90PwcAmCXWyzEGXVYrsqTG3Na/CT2ds9Btu4p0X+6XGloKi7DvI0gpZOy6XGpL\ngX/sNWNPbBNT/GMq+UjU+5WT9Pi6j0SZkBwpZDmRiaiCe1qQ0vK0sVvliEYCA3qgtdduGAa4F7Vl\nmADskInPv36haSS+aSt+Xe2GDB6JCgp5aF5qQtGFkTKrjgWNRPgpA7UnMY8U1CRIKKXbAzgJwDTI\nhQVj7HutHFitYG9tw8/+/AquOe9Q5HPx2uT1YtW6HmBd5WOEUBQjFUxbvm04/FL093cH1FeqxoNh\nyKZiosT7N4khl3NYCEw5OduCm8thUm8XBiZNCc6N/fC86cGn9uYBJYlyursw4YqyNoLAZm5IgWFb\nZfRpGokfziuvC9AjauLhwUkayUBfGQO9Jai6SZvNaegmNvaR+zlXk683EecBOFqUVwkFtPEyiMGx\nXgQmP2Ui8ucaEdi2/vSb53HEce9B57SIdiUF2o7dZfR0Aj2RYl/KZ4A0jUSZtlJMX47jQsAISuUK\nAhs5v24IEAiSZI3Eg5kLVz70/E+eZ8yOMCAb0jdGTJlXIhw4yGGjmIaCFv2mGJ2Jdp+4Rpky5/Ir\n4GzbCqPPC5jIKd+UNlA1Ht9HIpROG69nw7nA5HYZPBJNQpX3Lt9WkAGE8fd5rKAS0epIR62mrXvh\nUcgv1f4fEdjYVUR/ycFAqXZyxEqYNbkP20+qnLgfTM4VVoz+Sixi2nLCbXs+kuQQxiBqK+HF4i7K\npBDbvP3GNVVGJmt9yAnL1LiQFByYgFy1hjOHpWkLBI5tYUDTSAzNrhvQdSiBAmzdFFy3p5FEkhsB\nvPjPt7HxreC4ZcYeWJILKhZwmUsgYPj3ROfjKqMAU7jI2TaW2TsFV6zMTGGLGwQINq7rxbbNcUZb\nyDosM7ZsBeDlDelQK/RqGklaUqHjuDLpT6lJIpRQ6m1K1tqA4B00jZzvA1Lwqy66AeGmCQ7PTWHA\nMKU2I1y8IXbGXe6RoZBgjzhT95EQTbAAbTvtjI593usFU3DAMHLxccrvIR8JpCCJ1Ep2XBeTCt5z\ndHvDtWvUlRWk+Uy/Up15eiwkJAa5Z6PPTleraWsDY+zaWhullM4HcA28OeRZxtgF2r7Z8CK+2gB8\nmzH2SB3jjcGSBYzKscicxnDWB16U345LPcZXvys8cJ/mG9HVlybwfI1E/kii2oP/YiVcm+C+eQoA\nyhO8FfUO2zZiCdJ9JMre7Zc/5W64NC0AV5iA4QYnALFMbsex0Z8PVvFG4ipKajjcxB9uew6nfU1G\nXyEeSgwAtuWAGMF4XWJA+xOu6/oaiWe2meDVHZFvMYcJk7so2CXYk6cGoxDBtK4uSk9ITHRuqola\nPscoZ5nvQxAC8XRR+PctTdDYlu1pJL6QEyGKG2+0SqtM8LHIz0Iu51Pi+5qEPE9ltiufFBFSQOTl\nKl/YKMnExAE925172hKkD0SZE3VTGyEEvOTl7pgJptnAtBWE/wYaSVyQqFtkmMm/qXy+AJRVS5DX\nx7XQ8/g92rKtCytXvYb5By5IbHPkQQWnjF1nezel9ApK6Yny/09VOf5NAB9hjH0IwPaS7FHhEgDf\nBPBxAN+qe8QRWFJ9t+3m1cFaVwLBg04/XhUoMmOCRPvb8CY501Sr/nB7XK6CEysFCsAlcVPejlMj\ncfgJ3ES6OcAQPFEjMX26EYKejU/L32ngbHcdK+QjCWkkJLxKFMRzjluWVm0xwZE8IbcKe+4ZJCC6\nyiAjr8GybEgdzr+/UZr+vGvhA4/dD3AtK14t+on+t7cxZzrJxbXUGNo9Ye1EVtEC0lxTg0aSZH6x\nJIuuL4ATBImurcQhx5/PSWFGPNlHAo4uFbjA/eAGL1ihbBZgcBftWvSWpWl2juNIivuwJhH12bTb\n/Si4xcC0lXAfDO23omjko++zzk4QfaV9rq18PvQ34P0OK2kkq1Y9hx3Ew4nF3UYiAtPW6BivjloF\nyesAbADz5P8VPdGMsQ2MMWULsAHov/Z5jLGnGGP9AHoppZPrHHMISiOxBkEjKVm1CaPgQVdPSDRI\n+JgoVxCBgCkT6WI/hgqZ7dFys/s+9w+894UnMHUvzxTkayT/P3dvHi3JddYJ/u69EZHL21/tVZKl\nklRKWbKFLFm2jLFsWTYGuwEbHw9LY5phYOieZqA5zTTD9PSc5pweGMywGB+6oQ3TuAcaMAOYbmO8\ngOUN77awFluptaqkqpKq6r16ay4Rd5k/7ne3yMz3sqytxHeO/UqZkTduRNy43/b7fl+9gKsWCOFa\nQ5r07VUQ4BnF+IXB2qmPJjkSzRi0qtLQlhmjSHx8g4ExjaqMYvY6KCp/L9hZFM2wVDSEh/oCAc4K\nAH2C/da7KGaqxJEnHsOrTn0EC+VjdAa6FjpXKCQE3nDH52Hkk6iLVyTzNvmtqnGhrckUKUmOZIy4\n9crpNmjubHZQS1sFblL4bv38gCVMdO2W3cYaeMxoY2Icgmx3DYZt00Jz2EueWcw+IJWrSwk5Gh39\ntxOhKggtkYnRsJNbA54wM7oPqh7aipF6E96pPButL9E6bqMwDjmnwPl4Q+xSlEmQ/ReCTKVIut3u\nvwXwWwA+BOC3ut3uL0zzu06ncyOAfd1u94Ho43jXWgewON1Ux0tJnkj5DHgk0+ZZwouwE6rGzkcw\nDWMMNs9/GUbLlFbevWy+6XV9lMmV7SVPN/+jj9yPW774CTSvutoOlVjfaegp8Ui0GonNSwi44QOh\nI0ss8AF5Mo2+zS+IcaEtur7W7ABveN3nUVK3SM0IrWTSYr6qKpMqeUXbn6IGVzH3litEHKma37RW\n9u37b8HBc5s08zRHErsoinNouTUyde9RNAktVGcwBsF/J3okTmnpsd874kQfhoqKKSkLBGECTHx0\nfPu7osgp9xF6tDuPxG2gLlHOjIYBRw8ttPtbyaZdaQVJ75CsbN6MaZofQxKG8/M0yio9kcG7Q9H9\nixt/sejbUqf3Mu2EWX8JGF1nMfKtjoEiI3cIkD17/2Tt2T0b8uDxk1i/yA6ndfFsFC9Aj2Ra1Nb/\nCODHAHwNwE2dTud3u93u7+zym2UA7wHwjtpX8V2aB3Bh0hhCMCwuTqhVcMIZZosSeSPf/dhd5EIv\nKJKdxhKZxDkAgk0+TpBy4FwjM6dx4fEPoZFrNIomQPlEQxDLxfkZYL0CWHq9bg9vNrOR88haRRen\nTWPf5QeBs6fAaCznuDgkj6HQkP+d0SMhFQkB7ksDUgSWg/kOydOa31jFuVa7Fh+35/ZWaQYUXCIT\nEkJw7924qml3bZxraBPmJsHBITAzU6DZKsKcAOQZXV99jx0qgHPIhx9EizYfwQwWF9vgruLe2A1y\niALvU2/Dq6sV3FZ/jjSNZsNawoynzzp4JMZfbyz+vpvR77/6+RM4fnIFWJr1zzjmCXOFnw4yW18X\ndBAAYGlxztcwLsw1kxCU0va6DecQRoEzy1PWQxPtrQ1UrQA1Hm5UeO+vfho/94vfieFw24a2GGH8\n6HccJl2f2uZdlpZm4Sr8Fxfbdu1T/s81/XTjAECrmb6rm73MvRLgTI9eqzHYs7wAnDoLE98LLpMc\nSf13Lk/ZbI2+P8+kCMExPPPHePjCTbjzjrd+0+MUOQeq8e/7uHM+m9d0sTJtsv1HAXxrt9uVnU4n\nB/BpABMVSafTyWAT6j/b7XbP1r6+p9Pp3AbgXgDz3W531BwkUcpgbW0MoiaSQp7AT9/+ZayuvhRr\na7NTXs54eersBtyj2em8m9vUC0TriceVVQk0bG+PR46fAQfwwPEVGL7sU+QOGdMfkOVo0ut1Xs3m\nRn/kPFUtmDz/g+/AFYdfhO3tUJC4ttbz3oyvkkYtR6KVhwI7URAhVh2FqVwjJ8MYKppbe2sTOADI\neJcHw9paL4SHSDmcO7eGo8cuD2EyaBgW7vWmaOKcCeyyCgIKGhdWNvDlzz6BJ88/BXQs3fLaZh+P\nPnwO/Z4E2sDy6pNYXT6IfnsWvCiw8pnPoHnbK+01crqvsdYxQEXw6ZVy9P4GYJ79TVUpf4yjaoHz\n0Oh609+7kI697/H3H/nA/chnKuC2WQ//1Tz2SLTNISmnqEbfAze/YV8Bxoa0Vlc3STU71Jai50BU\n89oaL9umjQObp7CxN0SVZ+f6OPbyk1g5/21Yv7BFHldAjTlwQTwP55Gsbw68Ql1b6/kNjsGA+fyT\n8ZNeX99Kxllb24IxwL36Wsyw9FloZsfp98nIY+Fer230khxJ/R65sOfKygY4RhGOz5QsLrbRzCps\nD7d33a92kuHQknb2esNdx1lcbD+tc32zsm/f+EzExVS2F9Hf3cB27wDwcgDv6nQ6d3U6nds6nc5v\n0nfvAvB/AvgY/X1aIkwPudCQ0to0J5/axO//9QO7/Gq89AbTPZhQ17FTHYnG3frFkBBe8fSGwHA7\nLfxiMMhdZXA9NsqcZTl6noqlNkCxZw8aRy7ziU//gtGQLukf4t1WuNFJaCsvB1axiLS2xG0knMIj\nbkbLK5bJOIti7CHJbsdwCLHhsO/H8tDSaC4nGodwn+mEcSjZLmWFzfUBBv2QpxjKIT75111sWAYX\n3PrVT4ArieVzxyFm7WJv9Oh8BP0S7lxRfQQwisiyhxDUlWLzKf1HQEdNCm25JTKusr0oSjRadh24\nvE0c2mIwYP0Kw3XlvbaR+dHf3Ie2OF1HQG05I0ITc3PG7DPaNG20treS9Ta32MPePWtQskIlLaKM\nuzMzR5GSzsF5JOB8pFOkoevg3iMJUq9sr6oKAzTwWXML7m9eU7tSQjbmDcRUMIBl2A5AkXFbEuVP\nh9a4Wlkf4Cvdc2OOe/piQ9hPL7yuPTfdCyOnE8u0HskvA/hSp9M5BeAIgH+z08HdbvePAPxR7ePP\n03enANx5kfOcKK5xlCQUzB9+7EE89MQ63v7aqzDXvjgrpD/o734QopzFDkmxbc3xBX0T1tg8biTC\nPyGKJPHneKBcjqS+4XjEzJiFJWuKxCU8Oc+SeQUYpvaWpd/CyaJ2oa3lc09i4cJ5PHbtS1Ahpd7w\nm7/W0IJB01Svfuhe7Dt7CsdfcTM2motjr2OAAif0Ycw4xmLG4Waio0PH9T5X4JBVBWOqUJENu/mU\npYLn+MtzvPN3fxmDa67CZf/yX6H/6MN45O+/QuOmu1nqk4XYdCzuGgrXtCk6xHJ+IeRIxm1iDmdg\nzAhD7dHrnwCfNfgGOiG0xWqKRGkYP/7kdZaJzJ9dStuT3bFJO0SbZhxca+RUiChZjmZ/O4FdOK+0\nkhUqKvK0nGSklDCK2spliUrm5OmZWh2JC21Fa42+UjW6GVVJrMNGEzKkhpZVJADP82S+gOWmqqO2\nlNaeckgbYMPMYI6AEv/lbx7E3Q+dx6/+81djaW600+M3K8YYCG4wjqD1YqTqlcACUL4AG1tNm2z/\nC1ik1g8BeGm32/3zZ3VWFyGGuJUUJS/3L9rk6JmVi3f7nMUcy7v/9Gv48089mnzmkFdMTl44kirD\nS+RQtIFmWZFYG66ozcMnay/KOp/B36rbxtPIsyxB3bgKZyZEYgUnigQ1RQLjE7AAcMvnPo6Dp0/a\ne0EOqKmFttzYbnPLpMThU8drmwxLfvuwuQJ/rV+LXjkIY5nYr7EyTpFoCAzLEkf234Nrrw3PQSqJ\nQ/sfwp49tp96a98eMAD7FpaR79uH+Ve+Crywa8GF3XgcDoxrItQoyMJ96wvhapxfgTJkEtVKlFOq\nfdOdvxpfLL7FzomOkzxVJJmsPNJqrEdCH4lYkdB1BNoVUgJESSOiYVqQyTPzimRYolQpY68zQOqz\nuPGhL+PWL38MjJRG0VQYbp+iu+JCofU7MsYjkRXWjfUi26ZWkEihLSaED6s60SZGzDF8+p7T+PF3\nfQKD0t6H0/kc/lR9p4dBH1yo8NJDZ/GZe06P3E8n/aG86A6Fvg7m6Vak70CJdKnLbo2tfor+vgfA\nu2E9kXdHYarnXRhBJCUhQfaRInly9eIVSVkORj772iMr+OBnjyefuY19p1aobiuSEFDKvhxCMA8L\n1pr5cJEIme1khNWsjYfM0aSdrB+dcWQmLHjXN9u91HW57v4v4uDm6TGKJBwjtERG1tvQWIstoGLC\nxqgZD/j+xQU/VrhyZ/q7RL3dpFzLXQdRZZRIDtc0PmLaL4fIxABFEUFUpcLywlOYX7RIGUH05nJt\nzR/TptoDlwtx+ARWM57HN4CwyLKicKSVQaYJbXnUV33z0wYlzz0rgdvcYw+TG41XfeaDuGHlMQAT\naOrp/wVxbQG2I2KcbHfElq4gcdgL55jJMFaRlGWFyiskKiJknEJd6X060lzAEd7w19loSlw49Qm6\ncJucT5Lt7h7U4L9KVtggRSLGvlM2fFYnyNRUoOqu8Yv3n8BtV5zCsHK96itUyH3Pmqtm78fbb3wQ\nj53ojjmHlfff9TD+n7/6xsTvx0lFCMKnG9ryxsoLpO4llt1CW5+kv/9f9Bn5sZeGMCpR0dKFj+zC\nevKb8EjKalSRjBOXIxm3YftjfEiAw5AiMdrGUc+bRczrTU/N7hBe9dGCuz6udzmQa4mSXmSnSNwL\nF5LkdtSb3/jtWPv617GKvakiiV7cTFXIabN3HokCxwfknbZmxBhwos8wtCs35+dQPnkmmbybd73h\nVakrYvCNmibFm+yEJkWDqoJSEiyqepZK4hyfxwabAwzQOHAAAFCdfcofMzdjwyWbfWriFVckxvMd\nc07XbyRrNIBhGv7SOuSMJoW2vCKphYPKoYRkmc9LcbrmOOfFYHB4cwOzrWP4+IQcCSiBzrjw1+W4\ntTxHl3FdKDlyrTHbCrUYS408efaK5lNWTpEUweNy4an6DPIc2hkwsPfkwvm15P4JjyMPA9SLSJWS\nWHcEa2OulQFgfl2Hz6VK6X1etu8eXLPnKaIhCqGrIXX7HChbxf/yw10A3zFyHgDY7lfoDS7SIyFF\nsrNhOY38A4X/drvdr9E/39Ttdv8393mn0/k5BCXz/Ap5JI4a2xmXZ1YuHtOtpFUkSo97cYN413Ns\nxTF9Rdh1aQTgCBCNwobh+JD6ThwxT2KObVlF4qnA0zE86mlc8i3q6QHAtztl3nJzx9H3wvaMWiK1\nvQAAIABJREFUiAsSHXutE6EVMrKGXL+Svmn6nicMwSNxCdxiYQkl4NFHdt4h3BBLZZSlT6eYen0T\nnqhIyqEdiguPb1BK4r7GS3xIpLG4BAOAz4TK/sU5+51i9loyCm3FZITAJE8oSvIOkdCU+MI/uoeT\nulQyAlzH1zjoV6hY5j0AIQQYdOKRMBiwLAOjdVFXyHbOxL4rhL8URR6Je6bK9YOhvicFhT9nNi9g\naXFPouTOmWV8Ut2KV5UlhYIKcMbIIxmvSOwcQw7EGAapIq8TBrmIvV/m718sSkqsm9mx50hbJdcM\nD5kWJLYyh6ZMx3DdRN0GvdSanAs90HoCe/MBgFsmHlMX3/rgaYe2DPqmeEGGtnZUJJ1OpwWgDeB2\nqgsBLHnjG2AT8M+7cOaol+3G3TCr+I7rHsVXn2rt9LOxYrR9CSq9c+ooNK3a6Rj6Cw5BCURtNAZU\nZHaKHcR+c37UaovE6am6BWcPJf4kpWEE98l2O6/ohaOXN8vywMlEG59vzETClUI2Yy05F9pSETTY\nJueJyp1zZEYhW7QJdp68vWmOxInUiggBua/lcDfRGDPC+eWklBXua96ADR2gh8ooKMZ92KrIC+z/\n+f8d2VKADy8sLQMa2HPmQQC3ItZTaShuvDAY5EUDgIaOjAZjiLnXc21N/n3M6QUA/d4QFcv9MxC+\nzXHwFrixOQHG3SY63uNhgI3X0deVlvZzF2tXthhWE8uwoXV25InHkO9fTvJED5srAAA3l5XPtTg/\n2Sn4emiLt9pg29v+Wg0YMuFgupTrietjnKdaC21pVWGd2ec2qpRDqK5+L5ROk+3tnIxJHah4gIjY\nM6G0Hy+HZ05BYLrIhBOpnEfy9BTJBivwMfU2vEHXKyYufdkttPXfAfgRADcA+DP6rARwySTbOYW2\nDHkklzc+i+uuWMXfPngFtvpV4s5PO5bexSMJvUZ2CG05Nx4COXMeiU46vFXIwYwKbUdrp3XjV2Mo\nHqyVacCVhuLMci6530VVxt774IKs53ASVxfipP3mb/eV9y60FW9wjMOPYZFACouvvQNydQWqCOd3\nI9YViWYaytN4hGI+AFBSQ4/hDgMsNcqANbCFUICllE6UXKNooHXFkeR3jYV5/PC7fgmnlw8DP4Bw\nn03qTE7KcTAAzUYDQD/RNipiUWBE2ug6NgLAo91zqFTTeyzxg+1vb6GMXjtBHmRMwOk8EjA+Ev5D\ndJQLYbprkVVFnoCrIzFWcVOy3dBGd9VD9yHrvAV8Y21k1IEsfYhsxCOpTWPvW78XmvIPtqUwRyYC\nDQ6DQUFAEpdvAUY9bKkkysx150wViYMRu/sS3wulUvjvDDEI6whYAoQcBvHQ215CE8WAMYPHz27B\nGIMXHdidwSlUzj89T2KbSWhwbOty94MvMdkttPU+AO/rdDqv7Xa7l0YoqyY5eSSOpE8auyDbRYVv\nnLiAW6/bP/VYrq0rZ8ZvDNfuW8HWMIURG2Nw3iyhnBCKAUJMXYGjkdHC0Nr3uXDfZVAjtR9hDNpk\nxyiSwH2loIwIVN5ILX3310GM6/0uYmXY2L8fFSWrnSKJq945swVmNrTlPJIFHP5nPwnzob8Mc6tz\nbZFoRgoDKQLMXqOGmnA/h1UJLURSOBnTYwBAozEK58xm58C1xlEqkBOeDaBW8zBOkTgkUj7Kg1Zp\nl4wOnF1aB/LNuz70AHAdENiBw483tjahYu9DZMSoHMZnxmDP97wNxYGDYE9tYBJqy1WLu+nbUFZc\n2a6hlYaCVfrXt3Ls/8P3YHZrA9nSErA+SioxrEooXVlCUcaScBKvzcN5owDAmH2uiSIxQO4MnEjR\n1mltpAoMziPPgrFoKdfgv7FHAoYiq3OMufvimKynVCTQ+MCnH4XSBv/iHd+yw7E0f5ebepqKRNDe\noKs6BPrSl2nrSE51Op1/D1tDwgGYbrf73c/etKYTrQ0KXlMk2m6AL9oncP9jK7sqkj//1KNY2xzi\nR9/yYmTcbhA5N9DGYuB/8GaH4Pge/xulFf5avQZXZSdx24RxXdRAQXhLyZiUd0mBI4eZ6JEEmvMx\nioRecq5sURhLCtrizdxKxsVISsfmSMJ/53mGRmE3uYFuABxJsSLnNoRlQ1sCQkqwvPBjxSPbOdbm\nzJnvKeJqWJzIKvUwYpFKQYvcJ4QBu2nq6F42ilFFImZt3J0PbaiCR9ZxMq/xBr9VJHQ/4qurItg3\no9CPktqDJpb2zGAVQ2oKnIa+NnpbQHPJ/3eW+TJJ5KZCxWwSfP4VtLKe/FrgyknmF+cO7EdKVtaC\nd8hAoyGl9hTwS+1lDLZsG9dsaQns+OiGWippDZcCVAMShbZ2cNS5a60rNLSSfn6Zv+fGK6L6epYx\nJL6mSEz0//UciaWRH80v6lqXUEcK6UJPfKfcJikDqcwI4/MkeaZCW55JYAwc/VKXaSvb3wfgLwHs\nhyVvfOhZm9FFSCkVcmrSwwgKW2m7oXSONPD14xNpvLw8ubKNJy8Q8SB5JIwZKDV5sWllq8HrfFcA\n8NEvPY61raFtE4s0x1D2Bsm2omChm9zlN0ZOSRZc9KKdvdDDlx84C1AIQ8jKVxeHX43G7V0IJR3d\nJC9VkTXQJMWgKJ4eK5JGXtlkOzgU4xBaeQXmrcZIWdb7dGjGiBBw1CMpy2pijkRLORLy0GNCW3Xh\nbeuJaCo05X4Tqhckjp7XJ4vzRnJNQGAhtuAD6tcRQYgXl1v+htQ3v+0qTfTmVPcDAA1KVCd9P2Ap\nXkbnF4V8Iss7hv9CKygpySPRwdhgDPnefaj3PwdsTYfzGFxoy3l+fIznFuYZwqZlOfAeU5NCnszA\n7zb1dytmHh4BXEQKk9fChLYgMYWnA5FH4hSXST2Geq6nfh22kHI4da5Eud5D7JlJkv+DZf8FUHW7\n3Y/Q3w8Dvvvp8yplpZFxtzjsw6zII9kzq7C+vXus8VD7JK5dtIVuOXkknO9sjWjqHV5/3GUlgdW/\nxAMPd/138eaohrafhh+HSBsZJy6kiR5JmMv93/giLpz8M2J0NWhU28hUCRYrEhPgv074mLARQ0Qb\nAsskO25D9mOUjJoj2dCWiCwnp4/iHuUjcGbOMSxLb5vGMOWyLCd6JJUabb6lETY4Bg2ejTrXjHPM\n3Pgt2P9D/wQAbEtjN9f4ZZ2wQTIY8hhSxewL/0xQJCqq9Wk3z2Pv3gv2+mqbwlCmYYs8CxXbhXK0\nKREAwuiIgTme3Gi9kHTrhJSaYRpKVuSRBEXS6lxHYavRYSutvEVvgQChMn8nRcJhUCFHZQS2Nrfg\nQmxx+2v/BGsKTCVMDGNyJO57k3qhMvYMo5/53ucsNcSCRzLxMuByJDftuxe3HLxvpwPDPGqFoN+s\nhPfmhadIpg1tVZ1Opw3g0U6n8+sA9jyLc5pahpXytA8+UU67cSGGqGQzSYKOk/2tM8jb1kp0XETA\neH4rJ9o4q7qGSpIVrtu/inPmfMhvxDkJbhJoooKFbroiwkk5kliRNNkKlhYv4CFtX1ShVQK9BZCM\nFSqgRzdpZkyyORR5Ad5se3bikeuuMjBGioQL34/bntOKa8Vrz13rvCi4p39nJjDjAsBwMJyoSJTW\nY5Kw2isXDp0o0liO/NTP+H9zIVy+NbnTesz68LBTLkYsYQ/3ZLCbG1iyqR1c+jSexLVekRgwvw4r\nU2vEledwrCANOQAaqUeSaQnN+cg6jj0Pz9clJQxreOVljIGqKttfxmioTUur337x9Xb6YyxfpSq/\nlXMuyCOx44sdcoIMBg+Yq6E1x/LGBj1Xg0wUtiNRBABxHs/W1gZUtQaNYPCNPosUHBIr/diTiTsr\n+nfXGWK1tteM2dD1OMXIiHU559XUoSpFuY06U8PFilck/1A9km63+8Zut9sD8M8AfArA854fAWwP\nkqFo4DPqZnBSAg4rPjxve23vFue0C8e58mHh1PmAYvGd2WrPOyT1dILa8lK72wohrIE4Qe4+8S9C\ntKCNgmAmypGokQ1hHLSVC1EfHjGpHgDkWYFmozmimPzxzG7+Gtx2UYxeZB9+iGgr6q+D5sLWhPjj\nQ9hnuINHovQ4aLDx8fFJzaPq4pPtNZDBpH4ituDPIafCdx4ea1xIhyeAiJ6cw4aZBWO2Tkcz7kNf\n9URzEtry9yYuEi2huICsan1XqHKcfuDHNmAQ2hUiGpSVDRkyGLSvvwGtaztYvP119mdug43mpLSC\novPngpMX4FoijNwmL+4attDG9ta2D20VRShYZLWN/fh9v43147+PxZZtLCb0aAjT1EJbsbFVRYZM\n3J5nSJ1Fwzp0qC+XbB9trhWd0UYJmN0X1rdLbNQiG3/40Qfxd/ee8f/tnn32dHMkbr4vPD2yK0XK\n7fT37Z1O5+0A3ky/uSSaIJdS47xYxn2mA+3a1bpFVG4iA1Dt0jmRQfs8QWxR1BXJ//rbn8P773rY\njq0sP1V9A3KKZFJB0bgmRyzGto8kGp1HEmNV7XwdzFMYWavhSOPyzmsSrI65odCNQ+QYhawoIIoG\n5jYm5Za4j4VLIyCizdNtEjzZoOs5Eo5h6RKTISwEAIPBoFZDEI1jQlI1jBVbqtNZgsLTyKSfj4XX\n0kY4jprDkxoCng057qD4t+bleMBc7b/XYIHZtfbGZXkjKBLKn8SGQa4qSC5QlqOGjd9gaWrGbWiu\nop0B6+vbMOAQRiNbXMTl/+rnIahQM2N2zo2o5a7S2q83znnikWR8vKKP51KaHL2+pexnhjwSEkfg\n6JghWoRmLDKat+/MmI7slX4t/Bu/o/He6yvD3X3xuZGwTib1RWfMhraskaXwH/7iXvyL93wG3ZPh\nnfj6iVU8enojzIMMKjEml3Ux4k3KHVFll6bs5pEcpb8vRWizu2ur3WdaNqjTmTEGDz+x7j8vK+X7\nOPiEJC2ioqjQxHSKJE7CPaIvwwl9eARye3atjw9/wRIaatocRuok3G9qCVa/LxADb3p+93c0MuqT\n1jFhIBQED7UYlsp7NLTlrRv6bJxHYnm+nALQYCIDy3PsPXemfiQAYEi8TtYjycBjZetyJDt4JIoL\nbG1T4htkUdM1DmqQx3gzNWzUI4k35J2Sp7H48J4JCtaOPy70yXz+ikOnIRXpQBnBGxpGsO41akHc\nh/XurMdij9MiPVcjDxttQVxvPAp/ZbKCYgLlMF2PacU3oZO080ionz1nOHPaboDjrGV33xoRWak2\n2pM9WtqdkCMRO7gkXpEgx3DQh68jIb6zOG9njIHW2gNlNI2baVtHERtOcY7EEo+G+5cqkij3KNMc\niRtOMO1rxCZRtXOjLdqOSEWPLT6I119zAnfdfSo6r/GsAUAU2nq6yXan+F6ALsk0dSSu1e7zImfX\n+vj53/kcfvHHb8Nmv8Iv/sFX8K5/+irsXWxhWCq7yI3NPxgTkpuNRoUWplQkzPh/f0y/BgBwTW2h\nXbd/BRd6lqvHJlbZiPXkK2prjK9/+7nXg9+8jSvNyqjF5at27T//j9/7Av7NP7kVeea7QaT9MowG\nZxTaoDqSUUUSKSFGXk9UbxCOC/BMbmwRHAew9+xpPHrsJXDdEJ0MGUcGu6lLCGRR4ZSPq2M8aquQ\nQyjOsbnZA9CyVxZVhQ+qEshauPm+T+Hgw4/iI9/zzrD1sVEaEl1DqU0jReZyKgrxhjQWtcXCuPXQ\nVhyecsf0y6AI59QW+mKGpk6UMkpDSgUt0nPleQ5G6KBMlmBGJ9Q3uSzRY/Oo6h4JizZYMga00jAc\nnkZeg+HsUxvA4iLEOF1Jt63Y7gEzy/SR8YZLllnDQUV0LpNk0BNA2xbZVsMLcBBvW4ejICsR5ml0\n0v5WGRpf2dCWVAoFd/U78cTTZHvM+LATastZ+AIaa2oWm5jDngkeiTAaGTQybRGhtx6xANW/Ov6y\n6LwmUXZOoY1D1/n57ZKrtfPc8etLWnajSLl3wlem2+3e+CzMZ0S2t7fxtpd0sbn9EgwkNUiiyuKz\na1uWo8gAjDNIFUgIm6RIyt0UCQuKJLZs6x7J97/M1ZN8l1/AdaXgknwmobcGVuYKXMgOwBQczSpt\nCBlvVo2mwvddfxe2+y/B4txMZFHFG5crtqJku9Ejoa06bQezFzriIlguJNpcjaZqaoa9507TOdJN\nr2QchbEbr0SWNLMqMnqZtPJUHIbmAsbQrrYhmwK9rQHQboHDbdCUI6lKIAMW189j/1OnUuXAMcYj\n4dHX0ymSjKxjwSWgokp8zvD4Y6u47Mol/7LHyew6J5iqHNwT/p7GiqShw7+5CR5Jb6uEqe3ozawB\nwK4JoW1PyNgwENLWlgwHqSJxFn8snjUABsJISyHTc0iwUan6di6NfuSRAL62KMsysCqg42IanrqU\n3N7bEhlkOQDEDOVIGgCG6PWbYLMhtFVGoUA/vpLQhhRJXiuwhVP9U3gkNYoUJ5xr/CneDKkz3DRB\nkXBEoS2uUSqBQijsa54BcBMA4Pr9j2M+LwG8GAAg/XoYP6bWFU7d92vYf9UPoDH7orHHxNfwQkRt\n7Rja6na7L+12uy8F8BEA/xzArfT3r56DuQEATLWKGw+fgy5XQsJSGwxLhb/50mOQhuLewr1IBvfr\na3C3uA7XH3lqV4+EQ3vq6rim4nf+8h6878PjOy1KHTbzZK5e+aShENUkqx8DOAp1JzGPUJZrzDVL\nqIhuHai7unHlsEF7uI1mf4xySnIIaQV0fO7ceSTQgBBgeY7l89T1MLIaAaDkwt+rEjlERBVS5GRV\nRt6YYdwrm/ZgC4oJDChMKThLNuiSjsuIciPeJDUL/GD+s8QjmTZHMkrXAdiN7IN/cg/OPL4efVqr\nX0gsYe2PcbNIQ3PhWA9OkBK97TLpzQ5YyLVTkoK8kQS1pUpUbnNOJGgxB+02OoQ0M6OgOUd71v6O\n6VEl4J59EYW2LASCwsN5Qag02uizydtFSb1fFDJIVdp3wwA5dTbM1dCjpAyMbStL4j0ebXuwJwqC\nxQo9NdBU5Lkln9cUifsrWCDHHEuECsqRwK4/wTU2hrYW6WARepjcdOhx7G89Ec4XeSTjum2qqgej\nhtjYXBl7zujsdr4vPD0ydR3JLd1u91PdbnfQ7XY/BUws6H7GRUVVuj7ObAweOHkB/cHAd/IDZ9Aa\nOFMs49P6VtxtbsANx55AtQtqKzcKGb2QMQ/Vj7/i8ziafxj36WM4oQ/X5hQ281ikD22lORLZsHNs\n6BJgtGknRHR2NDecW5iGjSoSRvBZW4Oi8bIzj+DOT34gmUecbHdMu/ZcqViPxDHiaqtsOEfOgHf8\nv7+JGx75KgCKG0uJQ5uP+82gQo4surUZWaTQEfQYwN7eeVz10L2Y661DIsNwSMgklnokrgeG8JTc\nUZxcjAk91etmphBPtY/ARAsEz6uKFKOpUXOYMSEVHimSYRUj2IIwY2HKSkn0tkookaLdsjwPGyms\nAogNjYx6apTDVJG40CYAX0NhCxIBywwtYRjH3Dz1a2GjiqRFiKpChk3dIDiurmmWUyT5Dh5J/DxK\nXVKWzkBkObhS2LN9yis8bQxKWgdKca9IMyWhIHyBn7+H7m899xh1KnVzVobDKJ380ucJo9BT/Rz+\nXCwk3DkzHriQRfU/HAZxLYzWEh9St+MEO5zAwJ2cXbWw6y98fXzuMTk5XpghrmkVyalOp/PuTqfz\ng51O5zcATG4x9kyLI2DTCkobtPIKShlU0ibrfOW1sD2rq2gD2s7au3skPFR3O/fcyZXLG/iGvhqP\nmsuTz12Ht0k5EtQtJ/JImlUJw2yDII8giRGcNUoU37Qnuia3yTiPZGlmD2bzQGZoj0lDMWFDZCPH\nZZnLkYT7VBy5DDO9Te+R5KbED//eL+O1zb0Jdio2UBn1vGUqXLsGx9xwA7d//L8iHwwtb5emJl8U\nQ3ezc43JRBl4rPz9qyd5jUk+mz7ZHqCo8a3wIcRaxfVES9j1o2EhAV3KuBaCY195Hu987y9ZPiFw\nlMMhettDlLxAW7oWBwZZVvg2u4Jz8F6Jcj14gkIrUsBpf50UFhvWiZun9UgY5hbs7xz1TSzOKCii\nTVKzkJzOsxxAADrkY4o+x4mEA4PYcKnQyoJCPLzMeIOiLLPgkSnrkVSyHrKKclVxbss4hW7P9w19\nFd6rvg+lSSMGHopfo1cZJx61xWxoK6NwVRzl5SwAdADLvHDG7MeKWRq73yjXansXBTGtI7K6McCn\n/v7U7gc+hzKtIvlhAJ8AcBlsH5J3PlsTqovbVJVWgDyH/+V1X4CqNqGNQcZ1IPLjHErppFp3nc2j\nLHeubudRjqTkjjcqRkkxv9Ar5Syq8TFY45N8NU4t8kg05z75nXgicKgWOr7GFZS0hYVLpBL7b54D\nIxa7iTbKCN1TO4rB+M0hrsVoXnWV/Z7uvaAXU5QyCfFk0b/dHhEja5I8g6xQIYMhJmROFOmh+tid\nY9QjUbUkr0BA69WP3UkE5Ujs7YmRQfRc454qMSqq5pG4ECYH8/egquJwDIcwCkLrBNXV3+phgAZm\nB9ZC5UZ7/i/A5iBEWQGRQstpV98c1FrQxhuss/QdiSGzyC2TMTTb9n7PNkcVidvYjp49idd/+P2g\nwfydaeQFmIk8krwYGWOcKAoFMsC2yNWKQkWOOBT+vSyr3EO7BaG2EkXCarmqBA0Z0FwGDA/qKwEA\nA+K+8kqHWQqbTT4b5jihTsyGgYFVvoAVtgTBXRFjWBvW8IzWDzEvVMg871Ys7jMhdl6nkzqE1uWX\n/uAr+I0/vnuqY58rmbYgUQP4LIC/AXASLuv0HIinhNYaUD1wDhg1gNYm8UgUBJSqYJglv2sNt3HB\nzHsXepJwZrzLO2SWHqSB2NVnPvTg0CU+mRfTn1TbAUWiU0Ui23aOtkUt9bKOXg6gtnHWPJLYxnEJ\nPQ0GGAOW574BkhPXdwRw1liwoNPjDLLMcSGFs7SOXg0Avk6Eu7qEQR+NLIrfx70meKgyN4yFdrSO\nt0lpVMiQZwSVdLQw7hrpuNZb3oSr3/Mfah5JXZGkTMHThraKnHqt9LPEO3NIoJgDKg4J1j0eh9pi\nnHvUW7yBWPoaBym30i+HGA420UcTM9u2BoEhJdssshwHTx/H8sZ5/5nryN6TozkSt4Z8fUbk4Qmt\nwHJggzoPzo0JD15jSrz+w+/HoUYLLzrxELhR0CzYLZbeJORIiik9EiXo/hkDCGGJRXWEWjIalVMk\nMuSIuLa08LKKN+NaiDF+bu4e0zrqw6IqdS30bJgtTN5g8/63kwqV7xfH8AV2I+7PrsVXcQM41ziu\nj2A1WwgzYgEdCgDKSGgIq0iqUUWiybPfIcWUyGgtTSorG5ceO/BUK6PT6fwCgDsBXA3gUQDbAL79\nWZyXF9+y1mgPS9RGQ+sKLzl4DudhYYsSwi4gsmBmBptYa86jKne+6U/xvVCM4xrA99EuEG0KkUei\nNCkSpQGR5lSO3/MebONqLHJA9UuYZhu5LiEGJQZtawkZxnxs23jIcSS10Na4BeUUibP2W9ccA0Rd\nkdQ9Ejf86HiZyACZhraaR48CAARZhh5O2u8jWw4Nw/Joc3Lxb6Ztsj10QgzfS+TIGpRUr3VydEnK\nZnMGotWaqEiY0eDQPhxkr3C6ZLuL8RuTAg+8Mks2l8mWsPNcOGO+SE+qOL/CIUyF/T/4QxA9y7Aw\nqCpU5Tb6OIA2MfBymKRcvBAFbvvqR5C9uBM+o/GHKvWsEwPBWfpRcavQNt9wxuzDzNY6Lo8o350c\nmtkLfuIh5K94JQagfumRR5LnVo259V9M6ZFIVwxLkFfnkWS+46NBReCEShZE4aLAKYxWRSAPE/1/\n/Tn4RlXkkfRNE2ARetIdyxgqqbHN2oAhY2dCsn2VL2KIAhwamjGc48v4sL4ds80tfAfsfiS4AYsS\n/Ypo8OUOHkmB3QsWw3x3PAwvPXQWrz76BLS5Y0f+s+dSpg1tfQeA1wDoAvg2AOd3PvyZE+M9Ehl6\nUBuFhn4Cr7rytG1lC+uR6Aj+OFtu4YKZ95bPJHmIX4n70IExxnskadhj1COpL1StNXJeotdzqB9b\n7cyNwcJaQGoY5si0TfAAopff83PVku1xVYoLwznCx/lvfTUO/ON6pDFKtkfXU69tt6R6LrQVNtH8\nwEEURy6DXpxLvuONJloRLLMRKRLhNw+imVe2aFNlHEd+5mfRLOjYBlnMVNxYLxprNpt+bk5ipcGJ\nCyn5bEqPpN0ocOtnP4ZDw80Rj2T/vhVPNw6k960e2nKKRDCGglocxygg5y0uvv4N/kUfViWGegAD\njuZW6CoYc4TNNFoQRQOtIuS8GpnrC1OD/0YhH9eGwEfmTMitPGn24cCTjyMvmqM3xEG/qT0xp5oX\nh//Ns8LfCfvfk+3ON3zoj/Gaj9ueNJqJdH5aWe85ulYpK3xFX4+PLrwaj+kjFn5OYTQVhQkTcspa\n7s+ZIS605d5fXQttGcYgZeX3CouiG298EEEKDGNQRuBrzEJ8F7QNRyptkDEDHq0VB7KpkCVrKFyr\nVZpjnMJUond2klRS4e03PoiDc70dGcqfa5lWkfS73a6BjbIsALh+tx90Op1DnU7nq51Op9/pdHjt\nu3/b6XT+vtPp3NXpdH5m0hhAeGm1DlaE1sE7caGtxCOBQdtU2EYbSk5WJJp4hAwYlDYYuIUY3RYN\nFhQI/fXKzYdlHLuo693suLA0ZnqhC13wSLQPl7icTqxIyjpXULRe+ryB4/qIJY2csIHGSWywaEOs\nh7YwXpEwznHlL/w7mMUF+k7h8E/+NPa89XshWNiQ9kbMrjndslzbLn1KORoXYOaGl/jQSkVJ30yI\nZGNwG3WrYcePw0ky8T6s4kg/m+6FahYFbrj3i7j10GXpFxy49eb7sbZxwn+UoLZqNPLe8mcMGSmS\npBqbOhLa6yRFIisMqE1B0acK9pon1W61R0KV7YZVKlWt6DSuI3H5KRXlwoSS6JkmVrCIA6dPguWj\nORJ3HjEzG+YTwcSzLEvWmNgBtXXZ44/g6MP323mQInFGEtcK3IR+LdoAqqpwt74eA9GiYkm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olAXZHQ55FJxPM86Vg3fiDhj51WGKttHpOQZZyDt1pYWLMECUcfvh/5UshJwVjiwGwx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\na6kyhMrXHXu9bV5uJsWlxWV0e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Wmh6Fo1JJe3p/F1yrPCkCNOt4Xw6eLln/lj/KTPtmPP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\n", - "text": [ - "" - ] - } - ], - "prompt_number": 15 - }, + "output_type": "display_data" + } + ], + "source": [ + "#had to remove the timezone to make this plot works\n", + "daily[models].index.tz = None\n", + "ax_daily = daily[models].plot(title='Daily diffuse irradiation');\n", + "ylabel = ax_daily.set_ylabel('Irradiation [kWh]');" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "ax_monthly = monthly[models].plot(title='Monthly diffuse irradiation', kind='bar')\n", - "ylabel = ax_monthly.set_ylabel('Irradiation [kWh]')" - ], - "language": "python", + "data": { + "image/png": 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27hcCr+F38xWi3WloaKC8vJyGhow76wghCoSUQcQ5NyWQjwP3Aw8DPwZuy4ll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\n8RXoNPxbeVGE5Z3oQ2vyPqqySGdDoo6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mpjzuv3c1ERGRjOsugdwO/At4HnjB3dWMJSIiQPcJ5GhgErA3cLGZrQO8DDzv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\n", - "text": [ - "" - ] - } - ], - "prompt_number": 16 - }, + "output_type": "display_data" + } + ], + "source": [ + "ax_monthly = monthly[models].plot(title='Monthly diffuse irradiation', kind='bar');\n", + "ylabel = ax_monthly.set_ylabel('Irradiation [kWh]');" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "yearly.plot(kind='barh')" - ], - "language": "python", + "data": { + "image/png": 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FKXNeCvSOrbkcmOjuy8zsJTPLi2VylxLiMH9nZi+aWS5wMnAYIVUrPm8+cKq7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\newpYBvQCpgB3mFkVYQ+zxN1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- "text": [ - "" - ] - } - ], - "prompt_number": 17 - }, + "output_type": "display_data" + } + ], + "source": [ + "yearly.plot(kind='barh');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Compute the mean deviation from average for each model and display as a function of the model" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 3, + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "source": [ - "Compute the mean deviation from average for each model and display as a function of the model" - ] - }, + "output_type": "display_data" + } + ], + "source": [ + "mean_yearly = yearly.mean()\n", + "yearly_mean_deviation = (yearly - mean_yearly) / yearly * 100.0\n", + "yearly_mean_deviation.plot(kind='bar');" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "mean_yearly = yearly.mean()\n", - "yearly_mean_deviation = (yearly - mean_yearly) / yearly * 100.0\n", - "yearly_mean_deviation.plot(kind='bar')" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 18, - "text": [ - "" + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } ] }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 19:48:04 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 19:48:04 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 19:48:04 2015 South Africa Standard Time" + ] + }, + "execution_count": 20, "metadata": {}, - "outputs": [] + "output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" } - ] -} \ No newline at end of file + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/Test_Scripts_1.ipynb b/docs/tutorials/Test_Scripts_1.ipynb index c244688f52..b31e1f04de 100644 --- a/docs/tutorials/Test_Scripts_1.ipynb +++ b/docs/tutorials/Test_Scripts_1.ipynb @@ -1,588 +1,910 @@ { - "metadata": { - "name": "" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ { - "cells": [ - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "import pvlib library" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "import sys\n", - "import os\n", - "sys.path.append(os.path.abspath('../')) #append the parent directory to the system path\n", - "sys.path.append(os.path.abspath('../pvlib')) #append the parent directory to the system path\n", - "import pvlib\n", - "import pandas as pd " - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 24 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Import TMY data" - ] - }, - { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Use Sandia standard data " - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "fname='723650TY.csv' #Use absolute path if the file is not in the local directory\n", - "TMY, meta=pvlib.tmy.readtmy3(filename=fname)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 26 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "meta['longitude']=-79.2\n", - "meta['latitude']=43.42\n", - "meta['TZ']=-5\n", - "meta['SurfTilt']=30\n", - "meta['SurfAz']=0\n", - "meta['Albedo']=0.2" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 6 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "print meta['State']\n", - "print meta['longitude']" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "NM\n", - "-79.2\n" - ] - } - ], - "prompt_number": 7 - }, - { - "cell_type": "heading", - "level": 2, - "metadata": {}, - "source": [ - "Define date range of interest for graphing" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "month=3\n", - "day=26\n", - "hour=0\n", - "periods=24\n", - "freq='H'\n", - "rng=pd.date_range(datetime.datetime(year=min(TMY.index.year),month=month,day=day,hour=hour),periods=periods,freq=freq)\n", - "rng " - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 8, - "text": [ - "\n", - "[1981-03-26 00:00:00, ..., 1981-03-26 23:00:00]\n", - "Length: 24, Freq: H, Timezone: None" - ] - } - ], - "prompt_number": 8 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Get solar angles" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "import pvl_ephemeris\n", - "reload(pvl_ephemeris)\n", - "#Using Ephemeris Calculations\n", - "TMY['SunAz'],TMY['SunEl'],TMY['ApparentSunEl'],TMY['SolarTime'], TMY['SunZen']=pvl_ephemeris.pvl_ephemeris(Time=TMY.index,Location=meta)\n", - "#Using NRELS SPA Calculations\n", - "import pvl_spa\n", - "reload (pvl_spa)\n", - "TMY['SunAz_spa'],TMY['SunEl_spa'],TMY['SunZen_spa']=pvl_spa.pvl_spa(Time=TMY.index,Location=meta)\n", - "\n" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 9 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "clf()\n", - "plot(TMY.index,TMY.SunAz)\n", - "plot(TMY.index,TMY.SunAz_spa)\n", - "plot(TMY.index,TMY.SunEl,label='eph')\n", - "plot(TMY.index,TMY.SunEl_spa,label='spa')\n", - "legend()" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 10, - "text": [ - "" - ] - } - ], - "prompt_number": 10 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Calculate Extraterrestrial Irradiaion and AirMass" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['HExtra']=pvlib.pvl_extraradiation(doy=TMY.index.dayofyear)\n", - "\n", - "TMY['AM']=pvlib.pvl_relativeairmass(z=TMY.SunZen)" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 11 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Generate Clear Sky and DNI" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "DFOut=pvlib.pvl_disc(Time=TMY.index,GHI=TMY.GHI, SunZen=TMY.SunZen)\n", - "\n", - "TMY['DNI_gen_DISC']=DFOut['DNI_gen_DISC']\n", - "TMY['Kt_gen_DISC']=DFOut['Kt_gen_DISC']\n", - "TMY['AM']=DFOut['AM']\n", - "TMY['Ztemp']=DFOut['Ztemp']\n" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 12 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Plane Transformation" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['In_Plane_SkyDiffuse']=pvlib.pvl_perez(SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'],\n", - " DHI=TMY.DHI,\n", - " DNI=TMY.DNI,\n", - " HExtra=TMY.HExtra,\n", - " SunZen=TMY.SunZen,\n", - " SunAz=TMY.SunAz,\n", - " AM=TMY.AM)\n" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 13 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Ground Diffuse reflection" + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# import pvlib library" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import sys\n", + "import os\n", + "sys.path.append(os.path.abspath('../')) #append the parent directory to the system path\n", + "sys.path.append(os.path.abspath('../pvlib')) #append the parent directory to the system path\n", + "import pvlib as pvlib\n", + "import pandas as pd \n", + "import numpy as np\n", + "import datetime" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import TMY data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Use Sandia standard data " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index([u'ETR', u'ETRN', u'GHI', u'GHISource', u'GHIUncertainty', u'DNI',\n", + " u'DNISource', u'DNIUncertainty', u'DHI', u'DHISource',\n", + " u'DHIUncertainty', u'GHillum', u'GHillumSource', u'GHillumUncertainty',\n", + " u'DNillum', u'DNillumSource', u'DNillumUncertainty', u'DHillum',\n", + " u'DHillumSource', u'DHillumUncertainty', u'Zenithlum',\n", + " u'ZenithlumSource', u'ZenithlumUncertainty', u'TotCld', u'TotCldSource',\n", + " u'TotCldUnertainty', u'OpqCld', u'OpqCldSource', u'OpqCldUncertainty',\n", + " u'DryBulb', u'DryBulbSource', u'DryBulbUncertainty', u'DewPoint',\n", + " u'DewPointSource', u'DewPointUncertainty', u'RHum', u'RHumSource',\n", + " u'RHumUncertainty', u'Pressure', u'PressureSource',\n", + " u'PressureUncertainty', u'Wdir', u'WdirSource', u'WdirUncertainty',\n", + " u'Wspd', u'WspdSource', u'WspdUncertainty', u'Hvis', u'HvisSource',\n", + " u'HvisUncertainty', u'CeilHgt', u'CeilHgtSource', u'CeilHgtUncertainty',\n", + " u'Pwat', u'PwatSource', u'PwatUncertainty', u'AOD', u'AODSource',\n", + " u'AODUncertainty', u'Alb', u'AlbSource', u'AlbUncertainty',\n", + " u'Lprecipdepth', u'Lprecipquantity', u'LprecipSource',\n", + " u'LprecipUncertainty', u'PresWth', u'PresWth source',\n", + " u'PresWth uncert'],\n", + " dtype='object')\n", + "{'TZ': -7.0, 'Name': '\"ALBUQUERQUE INTL ARPT [ISIS]\"', 'altitude': 1619.0, 'USAF': 723650, 'longitude': -106.62, 'State': 'NM', 'latitude': 35.04}\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['GR']=pvlib.pvl_grounddiffuse(GHI=TMY.GHI,Albedo=meta['Albedo'],SurfTilt=meta['SurfTilt'])" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 14 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Get AOI" + } + ], + "source": [ + "\n", + "fname='../../pvlib/data/723650TYA.csv' #Use absolute path if the file is not in the local directory\n", + "TMY, meta = pvlib.tmy.readtmy3(filename=fname)\n", + "print(TMY.columns)\n", + "print(meta)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\"ALBUQUERQUE INTL ARPT [ISIS]\": latitude=43.42, longitude=-79.2, tz=US/Mountain, altitude=100\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['AOI']=pvlib.pvl_getaoi(SunAz=TMY.SunAz,SunZen=TMY.SunZen,SurfTilt=meta['SurfTilt'],SurfAz=meta['SurfAz'])" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 15 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Calculate Global in-plane" + } + ], + "source": [ + "# meta['longitude']=-79.2\n", + "# meta['latitude']=43.42\n", + "# meta['TZ']=-5\n", + "meta['SurfTilt']=30\n", + "meta['SurfAz']=0\n", + "meta['Albedo']=0.2\n", + "\n", + "location = pvlib.location.Location(latitude=43.42, longitude=-79.2, tz='US/Mountain', altitude=100,\n", + " name=meta['Name'])\n", + "\n", + "print(location)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NM\n", + "\"ALBUQUERQUE INTL ARPT [ISIS]\": latitude=43.42, longitude=-79.2, tz=US/Mountain, altitude=100\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['E'],TMY['Eb'],TMY['EDiff']=pvlib.pvl_globalinplane(AOI=TMY.AOI,\n", - " DNI=TMY.DNI,\n", - " In_Plane_SkyDiffuse=TMY.In_Plane_SkyDiffuse,\n", - " GR=TMY.GR,\n", - " SurfTilt=meta['SurfTilt'],\n", - " SurfAz=meta['SurfAz'])\n", - "\n" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 16 - }, + } + ], + "source": [ + "print meta['State']\n", + "# print meta['longitude']\n", + "print(location)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Define date range of interest for graphing" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "DatetimeIndex(['1979-03-26 00:00:00', '1979-03-26 01:00:00',\n", + " '1979-03-26 02:00:00', '1979-03-26 03:00:00',\n", + " '1979-03-26 04:00:00', '1979-03-26 05:00:00',\n", + " '1979-03-26 06:00:00', '1979-03-26 07:00:00',\n", + " '1979-03-26 08:00:00', '1979-03-26 09:00:00',\n", + " '1979-03-26 10:00:00', '1979-03-26 11:00:00',\n", + " '1979-03-26 12:00:00', '1979-03-26 13:00:00',\n", + " '1979-03-26 14:00:00', '1979-03-26 15:00:00',\n", + " '1979-03-26 16:00:00', '1979-03-26 17:00:00',\n", + " '1979-03-26 18:00:00', '1979-03-26 19:00:00',\n", + " '1979-03-26 20:00:00', '1979-03-26 21:00:00',\n", + " '1979-03-26 22:00:00', '1979-03-26 23:00:00'],\n", + " dtype='datetime64[ns]', freq='H', tz=None)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "month=3\n", + "day=26\n", + "hour=0\n", + "periods=24\n", + "freq='H'\n", + "rng=pd.date_range(datetime.datetime(year=min(TMY.index.year),month=month,day=day,hour=hour),periods=periods,freq=freq)\n", + "rng " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Get solar angles" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# import pvlib.solarposition\n", + "# reload(pvlib.solarposition)\n", + "# print(meta, type(meta))\n", + "#Using Ephemeris Calculations\n", + "# TMY['SunAz'],TMY['SunEl'],TMY['ApparentSunEl'],TMY['SolarTime'], TMY['SunZen'] = \\\n", + "# pvlib.solarposition.ephemeris(time=TMY.index,location=location)\n", + "df_ephemeris= pvlib.solarposition.ephemeris(time=TMY.index,location=location)\n", + "# print(df_ephemeris) \n", + "TMY['SunAz'] = df_ephemeris['azimuth']\n", + "TMY['SunEl'] = df_ephemeris['elevation']\n", + "TMY['ApparentSunEl'] = df_ephemeris['apparent_elevation']\n", + "TMY['SolarTime'] = df_ephemeris['solar_time']\n", + "TMY['SunZen'] = df_ephemeris['zenith']\n", + " \n", + "#Using NRELS SPA Calculations\n", + "# import pvl_spa\n", + "# reload (pvl_spa)\n", + "# TMY['SunAz_spa'],TMY['SunEl_spa'],TMY['SunZen_spa']=\\\n", + "# pvl_spa.pvl_spa(Time=TMY.index,Location=meta)\n", + "\n", + "dfout = pvlib.spa.solar_position(unixtime=TMY.index.astype(np.int64) // 10**9, lat=location.latitude, lon=location.longitude, \n", + " elev=location.altitude, \n", + " pressure=101325, temp=12, delta_t=67.0, atmos_refract=0.5667)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 1, + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, "metadata": {}, - "source": [ - "Calculate Cell Temperature" - ] + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['Tcell'],TMY['Tmodule']=pvlib.pvl_sapmcelltemp(E=TMY.E,\n", - " Wspd=TMY.Wspd,\n", - " Tamb=TMY.DryBulb)\n", - "\n", - "\n", - "\n" - ], - "language": "python", + "data": { + "image/png": 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S45LmShpVmaJ2vfZOzFqPXLf6VOS6QbHr1xV1KyeHfhlwXkQMA76VvUbSEGAc\nMAQ4HLhKUl3m6v3lqk+uW/0qcv1qPaA/CzQOHdMPWJQ9Hw1MiYgVEbEAmA/sW8ZxzMysHcrJoZ8F\nzJD0HdKJYXj2/tbAXSXrLQS2KeM4ZmbWDq0OziVpOrBVM4vOBU4FfhgRN0n6T+ALETFS0veBuyLi\nl9k+fgLcEhG/b7JvXw0zM+uETg3OFREjW1om6RcRcWj28rfAT7Lni4DtSlbdljXpmDYLZGZmnVNO\nDn2+pIOz54cAj2XPpwKflrSBpB2AnYB7yjiOmZm1Qzk59C8AP5T0LuCt7DURMUfSjcAcYCVwigc+\nNzOrvtwmuKg1knpExOq8y2Fm1ll12T+8UiQNlnQAQBGDuaT18y5DtdXrPQ7tIaln3mWoFhV0vAdJ\nud59X9g/htZI2iTrfXMDcKGkiyXtlHe5KkXScEnXAvu0uXIdkrS7pA9B8U7EkvaQ9DWAiFiVd3kq\nSdIwSSdKGlC0NKyk/ST9Argk+z/M5YTVLQM68HVSumlP4IvApsB78i1SZUg6EbgWeBB4sEitPEk9\nJP2I1KvqHEkTJL0/W1aUFt9FwEWSRkAxWumS1pd0DfBTYAQwUdL++ZaqMpSMJ/Xyu5V0XfJLwLA8\nytNtBueStDfwZkTMBX4EBEBEzJfUD9gDuD3HIlbKe4BzImJq3gWpgv7ARsBg4N3AZ4CvSToxIl7L\ntWRlktQza5HfCcwDJgIHRsSqAlzfeR+wWUTsDSDpOuCFfItUGRERkhYCx0TEA5L+AvwCyOVEXPgW\nuqQdJf0Z+CEwWdKHI2JhRCwqyXe9BTyRXyk7T9LejekiSZsAuwH3SjpE0m2SzpH0qWx53bViJe0g\nqVf2clPgAKB3RCwBfg+8SGoR1Z0mdVudXQ84DLgGeF7S56E+00pZ3TbMXq4GxmSpzk8B+wOHZI2s\nuiPpM5IulDQ6e+uXwExJvSJiKfAaMCCPshU+oAPnAA9FxHDgj8AJzayzLWmIgrq5yNbkRPULSSMj\n4hXSl+nnwBjgKtKYO+dJ2jNrTdRFUM8Cwq2kn+m/lDQkIh4H/gacnq32LPA7YC9JW+dU1A5rpm67\nwDuBeybpuzgBOFPSbyVt1/LeakuTuv1C0m4RcQ9wNnAF8GPgYmB74AJJO+dX2o7J0isnA2cCC4Bv\nSzoOWC8iVkXEsqwjwnbA3DzKWBfBq6MaWwbZh/s6qT88wMbAXEm7AkTEyqx1uzT7uXQKKfj1y6Pc\nHdT0RHXtozpMAAAIGUlEQVRi9v55wJ7A4oj4Y0RcB9xCGjSNOroYdQZwT0QcAvyV9Mc/BLgeGC5p\nx4hYASwBlgMbtrin2tO0bhOBnbN7OrYABgJHAVsCW0TE03n3nuiApnWbIGmXiLiM1Ng4MiJ+DlwJ\nPAV8IL+idkz2t7M/MCki/gc4BTgUOKikoTQEeC4iHpO0saQuHZiwUAFd0khJt5POnOOyP/ipwPaS\nHgQ+Qspt/VzSYdlm7wH2ldQAHAHcEBEv51D8NrVxopqdtWL/TbpA86mSTbcA/tmVZe2Mkvo1Bq9H\nACLiB6QRO48ktcrvAb6dLZtFau293dXl7Yh21O040rhJK0n124h0B/b2koZGxMp1dloj2qjb+4Dj\ns+/sm8Ans2UvkH4Zz+nyAneApM9JOljSptlbjwLbSFovIm4HZgEHkk7CAJsBb2Yt93+Srs11mXo5\n67dJ0iBSS+di4GnSz9WBETFJ0rOks+oR2borgf8AbiP9EfUDToqI6fmUvnWSRgLfIP26uDMifi1p\nKvDZ7ETVA/gD6UT19Yg4W9JOkiYBB5OC4CO5VaANTer394i4UdJLwDBJ87LVZgM7kOp6EXCn0kBw\nhwD3ArV6Em5v3bYmnZh/A1waEfOy7c+j/uu2LTCIlAqcKuky0uisi0it9JqStbYHAL8i5f/nAxtl\n6ZaFwO6k+swldX2+khRDIM0B8WnSr8ajImJmlxY+Iur2Qfrj7pE9Pxq4qmTZCcArpNbpMOB/gMHZ\nsg+Scq89yO6WrdUH6YtzNyllsjcwBfhGtmwwMLVk3fNII2BCCg6DgVF516GD9buB9FO2b1afPwH/\nIPWpnwJ8NdtuS9LP9SPyrkOF6nYDaZiMxm17Nn63a/HRif+3r2Tb7QEcA4zJuw4t1Gu97N9dgF82\nvke6HvUzYAPS9YHPAZtkyycDF2XPPwCMy638eX+AZXzwx5Nanhdnr4cCLwE7ZK9PIvXF/jHQO/tP\n+BFp2N9HgJNrNZhX4kSVdx3KrN/LpNwxwHtLln0Z+Hz2vF7/77p13Wr1kZ1ALwEmkfrKfxyY3GT5\nEmAvUt78h6TuwWR/gx/Luw4RUZ85dEkbkVoGk4CPSNo1Ih4mnSkvkfQP4CDSWfQ9pC/iJaQeBHsC\nJ0TEjyL736glko4n/RSdmL31MHCk0siVkFoLTwIXkvorB3CqpFNJJ6/bs/dqUjvr9wTw3ez1U9l2\nJ5FO4g9AbV7cdd3arlstUho19n5S2mQ+qYfRCuBDjRc1I90jcAEpdXs7cDXwAUl3k+6PaMih6OvK\n+4xSxhl1++zfS4Ffl5xFNwM+2LgO2c+kvMvbzjptROqxchrp18Wu2ftXkn7S/oPU53UP0l1pG5F+\n+n6R9Atk/7zrUMH63UJKqwj4KilPvm/edXDdilW3rB4HAZ8tef0j0i/444D7s/d6kq63/ZY1WYD+\nwDZ5l3+tuuRdgAr8Z2yVfWkOa/zgS5ZdlP3n9MyjbJ2sT+FOVJ2s3/XAu7LXffIut+tW6LptCPRq\njBOkLqOXZM8fAk7Nnr+fNF9y7mVu6VGXKZdSEbGY1E3v3Oz1Kkn7Zr1AhgEXRh0NchQR/5c9vRLY\nUdJhWflfjog7s2UnAW8AdVOvRh2o31tk9YuIN7q+pB3nutVt3d6KiGUlcWIka4YmOB4YnN3EN4Ua\nTh1BAcZDl6SICEm/A54h9Ue+HXg8IubnW7ryZPnHoyLioOz1vsA3SfnKEyLi2TzLV64i1891qz9Z\nP/og9dD5SqRxngYBS0lDaiyIiIV5lrEtdR/QAST1JvUpHwxMiIjv5VykshX5RAXFrp/rVr+Uxta5\nFriJ1HPnBVJwfzXXgrVTUW4sOpn0U+jQiFied2EqIfuj6U3qnngw6UR1a87Fqpgi1891q2vDSDn0\nHYDrIuKnOZenQ4oS0L8bdTgiXTsU7kTVRJHr57rVp6dJ6aPvRERNDyfRnEKkXIpK9T8OdquKXD/X\nzfLggG5mVhB1323RzMwSB3Qzs4JwQDczKwgHdDOzgnBAt0KRNF7SGa0sHy1pcDv2s9Z6ki6Q9OFK\nldOsGhzQrWja6rb1CdK8j21Za72IOD8i7iinYGbV5oBudU/SuZLmSbqTNNMMkj4v6R5JD0n6raQN\nJR1Amrjg25IeVJqh/r2SbpV0n6S/S9qlyXoPSNpR0vWSPpXte4Gki7N93Cdpb0nTJM3PxjlpLNeZ\nWRlmShrf9Z+MdTdFuVPUuilJ7wPGkSYuWZ90B+N9wO8j4ifZOhNIg0b9IBuF8+aI+H227A7SfLLz\nJe1HmoXnw82sF6xp/Qfw74gYJukK0pCxw0nDsM4GrpY0ChgUEftK6gH8UdIHS0YmNKs4B3Srdx8k\nBe9lwLIsEAvYQ9JEYBPSBA1/KdlG8M7MV8OB36R5gYE0Z+Ra67VgavbvLNK4328Ab0haLmkTYBQw\nSmkSb4A+pMlIHNCtahzQrd4FzQfe64DRETFL0jGkeSJLt4GUcnw5Ioa1su+WNI5hspo04iAlrxv/\nri6JiGta2YdZRTmHbvXu78AYSb0k9SXlviHNPr9Y0vqkCY0bg/NrwMYA2ZCoT0n6f5CGhpU0tOl6\nbWjuZBKk4ZyPl9Qn2/c2kt7d4dqZdYADutW1iHgQ+DVpAvBbgHtIAfU84G5gBvBoySY3AGdKuj+b\n4Pgo4ARJD5Hy30c0s96OrRWBtVvykZVrOvAr4F+SHgZuJKV+zKrGg3OZmRWEW+hmZgXhgG5mVhAO\n6GZmBeGAbmZWEA7oZmYF4YBuZlYQDuhmZgXhgG5mVhD/H2sygkJP07nXAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, "metadata": {}, - "source": [ - "Import module coefficients" + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "\n", + "pd.DataFrame(TMY.SunAz, index=TMY.index).plot()\n", + "# pd.DataFrame(TMY.SunAz_spa, index=TMY.index).plot()\n", + "pd.DataFrame(TMY.SunEl, index=TMY.index).plot()\n", + "# pd.DataFrame(TMY.SunEl_spa, index=TMY.index).plot()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate Extraterrestrial Irradiation and AirMass" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "datetime\n", + "1981-01-01 01:00:00-07:00 141.389811\n", + "1981-01-05 05:00:00-07:00 98.866129\n", + "1981-01-09 09:00:00-07:00 68.259455\n", + "1981-01-13 13:00:00-07:00 73.853249\n", + "1981-01-17 17:00:00-07:00 109.817971\n", + "1981-01-21 21:00:00-07:00 149.923583\n", + "1981-01-26 01:00:00-07:00 139.912382\n", + "1981-01-30 05:00:00-07:00 96.773064\n", + "1979-02-03 09:00:00-07:00 63.479231\n", + "1979-02-07 13:00:00-07:00 67.895549\n", + "1979-02-11 17:00:00-07:00 104.743360\n", + "1979-02-15 21:00:00-07:00 143.440406\n", + "1979-02-20 01:00:00-07:00 134.340307\n", + "1979-02-24 05:00:00-07:00 91.219278\n", + "1979-02-28 09:00:00-07:00 55.301956\n", + "1979-03-04 13:00:00-07:00 60.464320\n", + "1979-03-08 17:00:00-07:00 99.180760\n", + "1979-03-12 21:00:00-07:00 135.417486\n", + "1979-03-17 01:00:00-07:00 125.836076\n", + "1979-03-21 05:00:00-07:00 83.430885\n", + "1979-03-25 09:00:00-07:00 45.571169\n", + "1979-03-29 13:00:00-07:00 53.175527\n", + "2003-04-02 17:00:00-07:00 93.660226\n", + "2003-04-06 21:00:00-07:00 126.813773\n", + "2003-04-11 01:00:00-07:00 116.649754\n", + "2003-04-15 05:00:00-07:00 75.535552\n", + "2003-04-19 09:00:00-07:00 36.188050\n", + "2003-04-23 13:00:00-07:00 46.911883\n", + "2003-04-27 17:00:00-07:00 88.484532\n", + "1999-05-01 21:00:00-07:00 118.960151\n", + " ... \n", + "1986-08-30 17:00:00-07:00 91.569518\n", + "1981-09-03 21:00:00-07:00 126.498791\n", + "1981-09-08 01:00:00-07:00 118.315934\n", + "1981-09-12 05:00:00-07:00 78.666751\n", + "1981-09-16 09:00:00-07:00 43.899757\n", + "1981-09-20 13:00:00-07:00 56.883402\n", + "1981-09-24 17:00:00-07:00 99.797448\n", + "1981-09-28 21:00:00-07:00 136.299856\n", + "1997-10-03 01:00:00-07:00 124.990752\n", + "1997-10-07 05:00:00-07:00 83.934447\n", + "1997-10-11 09:00:00-07:00 52.631135\n", + "1997-10-15 13:00:00-07:00 65.891047\n", + "1997-10-19 17:00:00-07:00 107.607893\n", + "1997-10-23 21:00:00-07:00 145.688055\n", + "1997-10-28 01:00:00-07:00 131.148602\n", + "2002-11-01 05:00:00-07:00 89.474140\n", + "2002-11-05 09:00:00-07:00 60.777994\n", + "2002-11-09 13:00:00-07:00 73.031612\n", + "2002-11-13 17:00:00-07:00 112.899044\n", + "2002-11-17 21:00:00-07:00 152.485381\n", + "2002-11-22 01:00:00-07:00 136.439213\n", + "2002-11-26 05:00:00-07:00 94.700501\n", + "2002-11-30 09:00:00-07:00 66.822535\n", + "1999-12-04 13:00:00-07:00 76.747488\n", + "1999-12-08 17:00:00-07:00 114.477489\n", + "1999-12-12 21:00:00-07:00 155.005857\n", + "1999-12-17 01:00:00-07:00 140.281025\n", + "1999-12-21 05:00:00-07:00 98.193379\n", + "1999-12-25 09:00:00-07:00 69.105808\n", + "1999-12-29 13:00:00-07:00 76.221960\n", + "Name: SunZen, dtype: float64\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "moddb=pvlib.pvl_retreiveSAM(name='SandiaMod')\n", - "module=moddb.Canadian_Solar_CS5P_220M___2009_\n", - "module" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 18, - "text": [ - "Vintage 2009\n", - "Area 1.701\n", - "Material c-Si\n", - "#Series 96\n", - "#Parallel 1\n", - "Isco 5.09115\n", - "Voco 59.2608\n", - "Impo 4.54629\n", - "Vmpo 48.3156\n", - "Aisc 0.000397\n", - "Aimp 0.000181\n", - "C0 1.01284\n", - "C1 -0.0128398\n", - "Bvoco -0.21696\n", - "Mbvoc 0\n", - "Bvmpo -0.235488\n", - "Mbvmp 0\n", - "N 1.4032\n", - "C2 0.279317\n", - "C3 -7.24463\n", - "A0 0.928385\n", - "A1 0.068093\n", - "A2 -0.0157738\n", - "A3 0.0016606\n", - "A4 -6.93035e-05\n", - "B0 1\n", - "B1 -0.002438\n", - "B2 0.0003103\n", - "B3 -1.246e-05\n", - "B4 2.112e-07\n", - "B5 -1.359e-09\n", - "DTC 3\n", - "FD 1\n", - "A -3.40641\n", - "B -0.0842075\n", - "C4 0.996446\n", - "C5 0.003554\n", - "IXO 4.97599\n", - "IXXO 3.18803\n", - "C6 1.15535\n", - "C7 -0.155353\n", - "Notes Source: Sandia National Laboratories Updated 9...\n", - "Name: Canadian_Solar_CS5P_220M___2009_, dtype: object" - ] - } - ], - "prompt_number": 18 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ + } + ], + "source": [ + "\n", + "TMY['HExtra'] = pvlib.irradiance.extraradiation(datetime_or_doy=TMY.index.dayofyear)\n", + "\n", + "TMY['airmass'] = pvlib.atmosphere.relativeairmass(zenith=TMY.SunZen)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Generate Clear Sky and DNI" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "DFOut = pvlib.irradiance.disc(ghi=TMY.GHI, zenith=TMY.SunZen, times=TMY.index)\n", + "\n", + "TMY['DNI_gen_DISC'] = DFOut['dni']\n", + "TMY['Kt_gen_DISC'] = DFOut['kt']\n", + "TMY['airmass'] = DFOut['airmass']\n", + "# TMY['Ztemp'] = DFOut['Ztemp']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Plane Transformation" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['In_Plane_SkyDiffuse'] = pvlib.irradiance.perez(surface_tilt=meta['SurfTilt'],\n", + " surface_azimuth=meta['SurfAz'],\n", + " dhi=TMY.DHI,\n", + " dni=TMY.DNI,\n", + " dni_extra=TMY.HExtra,\n", + " solar_zenith=TMY.SunZen,\n", + " solar_azimuth=TMY.SunAz,\n", + " airmass=TMY.airmass)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Ground Diffuse reflection" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['poa_ground_diffuse'] = pvlib.irradiance.grounddiffuse(surface_tilt=meta['SurfTilt'], ghi=TMY.GHI, albedo=meta['Albedo'],)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Get AOI" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['AOI']=pvlib.irradiance.aoi(surface_tilt=meta['SurfTilt'], surface_azimuth=meta['SurfAz'], \n", + " solar_zenith=TMY.SunZen, solar_azimuth=TMY.SunAz)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate Global in-plane" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "globalinplane = pvlib.irradiance.globalinplane(aoi=TMY.AOI,\n", + " dni=TMY.DNI,\n", + " poa_sky_diffuse=TMY.In_Plane_SkyDiffuse,\n", + " poa_ground_diffuse=TMY.poa_ground_diffuse)\n", + "# SurfTilt=meta['SurfTilt'],\n", + "# SurfAz=meta['SurfAz'])\n", + "\n", + "TMY['E'] = globalinplane.poa_global\n", + "TMY['Eb'] = globalinplane.poa_direct\n", + "TMY['EDiff']= globalinplane.poa_diffuse\n", + "\n", + "# print(TMY['E'])\n", + "# print(TMY['Eb'])\n", + "# print(TMY['EDiff'])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calculate Cell Temperature" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " temp_cell temp_module\n", + "datetime \n", + "1981-01-01 01:00:00-07:00 NaN NaN\n", + "1981-01-01 02:00:00-07:00 NaN NaN\n", + "1981-01-01 03:00:00-07:00 NaN NaN\n", + "1981-01-01 04:00:00-07:00 NaN NaN\n", + "1981-01-01 05:00:00-07:00 NaN NaN\n", + "1981-01-01 06:00:00-07:00 NaN NaN\n", + "1981-01-01 07:00:00-07:00 NaN NaN\n", + "1981-01-01 08:00:00-07:00 -1.372194 -1.403449\n", + "1981-01-01 09:00:00-07:00 3.093367 3.008188\n", + "1981-01-01 10:00:00-07:00 6.146052 6.033207\n", + "1981-01-01 11:00:00-07:00 9.631488 9.504537\n", + "1981-01-01 12:00:00-07:00 12.231560 12.070910\n", + "1981-01-01 13:00:00-07:00 14.627882 14.493590\n", + "1981-01-01 14:00:00-07:00 16.562516 16.462544\n", + "1981-01-01 15:00:00-07:00 NaN NaN\n", + "1981-01-01 16:00:00-07:00 NaN NaN\n", + "1981-01-01 17:00:00-07:00 NaN NaN\n", + "1981-01-01 18:00:00-07:00 NaN NaN\n", + "1981-01-01 19:00:00-07:00 NaN NaN\n", + "1981-01-01 20:00:00-07:00 NaN NaN\n", + "1981-01-01 21:00:00-07:00 NaN NaN\n", + "1981-01-01 22:00:00-07:00 NaN NaN\n", + "1981-01-01 23:00:00-07:00 NaN NaN\n", + "1981-01-02 00:00:00-07:00 NaN NaN\n", + "1981-01-02 01:00:00-07:00 NaN NaN\n", + "1981-01-02 02:00:00-07:00 NaN NaN\n", + "1981-01-02 03:00:00-07:00 NaN NaN\n", + "1981-01-02 04:00:00-07:00 NaN NaN\n", + "1981-01-02 05:00:00-07:00 NaN NaN\n", + "1981-01-02 06:00:00-07:00 NaN NaN\n", + "... ... ...\n", + "1999-12-30 19:00:00-07:00 NaN NaN\n", + "1999-12-30 20:00:00-07:00 NaN NaN\n", + "1999-12-30 21:00:00-07:00 NaN NaN\n", + "1999-12-30 22:00:00-07:00 NaN NaN\n", + "1999-12-30 23:00:00-07:00 NaN NaN\n", + "1999-12-31 00:00:00-07:00 NaN NaN\n", + "1999-12-31 01:00:00-07:00 NaN NaN\n", + "1999-12-31 02:00:00-07:00 NaN NaN\n", + "1999-12-31 03:00:00-07:00 NaN NaN\n", + "1999-12-31 04:00:00-07:00 NaN NaN\n", + "1999-12-31 05:00:00-07:00 NaN NaN\n", + "1999-12-31 06:00:00-07:00 NaN NaN\n", + "1999-12-31 07:00:00-07:00 NaN NaN\n", + "1999-12-31 08:00:00-07:00 -2.750236 -2.755832\n", + "1999-12-31 09:00:00-07:00 0.513331 0.415433\n", + "1999-12-31 10:00:00-07:00 2.296540 2.182455\n", + "1999-12-31 11:00:00-07:00 4.715553 4.580586\n", + "1999-12-31 12:00:00-07:00 7.542834 7.400766\n", + "1999-12-31 13:00:00-07:00 9.850144 9.702344\n", + "1999-12-31 14:00:00-07:00 12.128192 11.941055\n", + "1999-12-31 15:00:00-07:00 NaN NaN\n", + "1999-12-31 16:00:00-07:00 NaN NaN\n", + "1999-12-31 17:00:00-07:00 NaN NaN\n", + "1999-12-31 18:00:00-07:00 NaN NaN\n", + "1999-12-31 19:00:00-07:00 NaN NaN\n", + "1999-12-31 20:00:00-07:00 NaN NaN\n", + "1999-12-31 21:00:00-07:00 NaN NaN\n", + "1999-12-31 22:00:00-07:00 NaN NaN\n", + "1999-12-31 23:00:00-07:00 NaN NaN\n", + "2000-01-01 00:00:00-07:00 NaN NaN\n", "\n", - "import inverter coefficients" + "[8760 rows x 2 columns]\n" ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "Invdb=pvlib.pvl_retreiveSAM(name='SandiaInverter')\n", - "inverter=Invdb.Advanced_Energy__Solaron_333_3159000_105_480V__CEC_2008_\n", - "inverter" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 19, - "text": [ - "Vac 4.800000e+02\n", - "Paco 3.330000e+05\n", - "Pdco 3.432510e+05\n", - "Vdco 3.700880e+02\n", - "Pso 1.427750e+03\n", - "C0 -5.768090e-08\n", - "C1 7.192230e-05\n", - "C2 2.075400e-03\n", - "C3 5.956110e-05\n", - "Pnt 1.033000e+02\n", - "Vdcmax 6.000000e+02\n", - "Idcmax 5.000000e+02\n", - "Mppt_low 3.300000e+02\n", - "Mppt_high 6.000000e+02\n", - "Name: Advanced_Energy__Solaron_333_3159000_105_480V__CEC_2008_, dtype: float64" + } + ], + "source": [ + "# print(TMY.E)\n", + "sapm_celltemp = pvlib.pvsystem.sapm_celltemp(irrad=TMY.E,\n", + " wind=TMY.Wspd,\n", + " temp=TMY.DryBulb)\n", + "print(sapm_celltemp)\n", + "\n", + "TMY['Tcell'] = sapm_celltemp.temp_cell\n", + "TMY['Tmodule'] = sapm_celltemp.temp_module" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import module coefficients" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Vintage 2009\n", + "Area 1.701\n", + "Material c-Si\n", + "#Series 96\n", + "#Parallel 1\n", + "Isco 5.09115\n", + "Voco 59.2608\n", + "Impo 4.54629\n", + "Vmpo 48.3156\n", + "Aisc 0.000397\n", + "Aimp 0.000181\n", + "C0 1.01284\n", + "C1 -0.0128398\n", + "Bvoco -0.21696\n", + "Mbvoc 0\n", + "Bvmpo -0.235488\n", + "Mbvmp 0\n", + "N 1.4032\n", + "C2 0.279317\n", + "C3 -7.24463\n", + "A0 0.928385\n", + "A1 0.068093\n", + "A2 -0.0157738\n", + "A3 0.0016606\n", + "A4 -6.93035e-05\n", + "B0 1\n", + "B1 -0.002438\n", + "B2 0.0003103\n", + "B3 -1.246e-05\n", + "B4 2.112e-07\n", + "B5 -1.359e-09\n", + "DTC 3\n", + "FD 1\n", + "A -3.40641\n", + "B -0.0842075\n", + "C4 0.996446\n", + "C5 0.003554\n", + "IXO 4.97599\n", + "IXXO 3.18803\n", + "C6 1.15535\n", + "C7 -0.155353\n", + "Notes Source: Sandia National Laboratories Updated 9...\n", + "Name: Canadian_Solar_CS5P_220M___2009_, dtype: object" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "moddb = pvlib.pvsystem.retrieve_sam(name='SandiaMod', samfile='c:/SandiaMod.csv', updatelocalFile=False)\n", + "module = moddb.Canadian_Solar_CS5P_220M___2009_\n", + "module" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# import inverter coefficients" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Vac 4.800000e+02\n", + "Paco 3.330000e+05\n", + "Pdco 3.432510e+05\n", + "Vdco 3.700880e+02\n", + "Pso 1.427750e+03\n", + "C0 -5.768090e-08\n", + "C1 7.192230e-05\n", + "C2 2.075400e-03\n", + "C3 5.956110e-05\n", + "Pnt 1.033000e+02\n", + "Vdcmax 6.000000e+02\n", + "Idcmax 5.000000e+02\n", + "Mppt_low 3.300000e+02\n", + "Mppt_high 6.000000e+02\n", + "Name: Advanced_Energy__Solaron_333_3159000_105_480V__CEC_2008_, dtype: float64" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Invdb=pvlib.pvsystem.retrieve_sam(name='SandiaInverter', samfile='c:/SandiaInverter.csv', updatelocalFile=False)\n", + "inverter=Invdb.Advanced_Energy__Solaron_333_3159000_105_480V__CEC_2008_\n", + "inverter" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sandia Model" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "\n", + "DFOut=pvlib.pvsystem.sapm(module=module, \n", + " poa_direct=TMY['Eb'],\n", + " poa_diffuse=TMY['EDiff'],\n", + " temp_cell=TMY['Tcell'],\n", + " airmass_absolute=TMY['airmass'],\n", + " aoi=TMY['AOI'],\n", + " )\n", + "\n", + "TMY['Imp']=DFOut['i_mp']\n", + "TMY['Voc']=DFOut['v_oc']\n", + "TMY['Vmp']=DFOut['v_mp']\n", + "TMY['Pmp']=DFOut['p_mp']\n", + "TMY['Ix']=DFOut['i_x']\n", + "TMY['Ixx']=DFOut['i_xx']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Single Diode Model" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "moddb = pvlib.pvsystem.retrieve_sam(name='CECMod', samfile='c:/CECMod.csv', updatelocalFile=False)\n", + "module = moddb.Canadian_Solar_CS5P_220P\n", + "\n", + "IL,I0,Rs,Rsh,nNsVth=pvlib.pvsystem.calcparams_desoto(poa_global=TMY.GHI,\n", + " temp_cell=TMY.DryBulb,\n", + " alpha_isc=.003,\n", + " module_parameters=module,\n", + " EgRef=1.121,\n", + " dEgdT= -0.0002677)\n", + "\n", + "\n", + "DFout= pvlib.pvsystem.singlediode(module=module,\n", + " photocurrent=IL,\n", + " saturation_current=I0,\n", + " resistance_series=Rs,\n", + " resistance_shunt=Rsh,\n", + " nNsVth=nNsVth)\n", + "\n", + "\n", + "TMY['sd_Imp'] = DFOut['i_mp']\n", + "TMY['sd_Voc'] = DFOut['v_oc']\n", + "TMY['sd_Vmp'] = DFOut['v_mp']\n", + "TMY['sd_Pmp'] = DFOut['p_mp']\n", + "TMY['sd_Ix'] = DFOut['i_x']\n", + "TMY['sd_Ixx'] = DFOut['i_xx'] " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Inverter Model" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "TMY['ACPower']=pvlib.pvsystem.snlinverter(inverter=inverter, v_dc=TMY.Vmp,p_dc=TMY.Pmp,)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } ] - } - ], - "prompt_number": 19 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Sandia Model" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "DFOut=pvlib.pvl_sapm(Eb=TMY['Eb'],\n", - " Ediff=TMY['EDiff'],\n", - " Tcell=TMY['Tcell'],\n", - " AM=TMY['AM'],\n", - " AOI=TMY['AOI'],\n", - " Module=module)\n", - "\n", - "TMY['Imp']=DFOut['Imp']\n", - "TMY['Voc']=DFOut['Voc']\n", - "TMY['Vmp']=DFOut['Vmp']\n", - "TMY['Pmp']=DFOut['Pmp']\n", - "TMY['Ix']=DFOut['Ix']\n", - "TMY['Ixx']=DFOut['Ixx']" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 20 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Single Diode Model" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "moddb=pvlib.pvl_retreiveSAM(name='CECMod')\n", - "module=moddb.Canadian_Solar_CS5P_220P\n", - "\n", - "IL,I0,Rs,Rsh,nNsVth=pvlib.pvl_calcparams_desoto(S=TMY.GHI,\n", - " Tcell=TMY.DryBulb,\n", - " alpha_isc=.003,\n", - " ModuleParameters=module,\n", - " EgRef=1.121,\n", - " dEgdT= -0.0002677)\n", - "\n", - "\n", - "DFout= pvlib.pvl_singlediode(Module=module,\n", - " IL=IL,\n", - " I0=I0,\n", - " Rs=Rs,\n", - " Rsh=Rsh,\n", - " nNsVth=nNsVth)\n", - "\n", - "\n", - "TMY['sd_Imp']=DFOut['Imp']\n", - "TMY['sd_Voc']=DFOut['Voc']\n", - "TMY['sd_Vmp']=DFOut['Vmp']\n", - "TMY['sd_Pmp']=DFOut['Pmp']\n", - "TMY['sd_Ix']=DFOut['Ix']\n", - "TMY['sd_Ixx']=DFOut['Ixx'] " - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 21 - }, - { - "cell_type": "heading", - "level": 1, - "metadata": {}, - "source": [ - "Inverter Model" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "\n", - "TMY['ACPower']=pvlib.pvl_snlinverter(Vmp=TMY.Vmp,Pmp=TMY.Pmp,Inverter=inverter)\n", - "\n" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 22 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [], - "language": "python", - "metadata": {}, - "outputs": [] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [], - "language": "python", - "metadata": {}, - "outputs": [] + }, + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:03:39 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:03:39 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:03:39 2015 South Africa Standard Time" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] } - ] -} \ No newline at end of file + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/atmosphere.ipynb b/docs/tutorials/atmosphere.ipynb index d0b5ce8e94..96a41955fe 100644 --- a/docs/tutorials/atmosphere.ipynb +++ b/docs/tutorials/atmosphere.ipynb @@ -1,237 +1,479 @@ { - "metadata": { - "name": "", - "signature": "sha256:756aa008fb59b630ad86e1beab1706a6aeee9d98408f54c1782a4be5f93f5e74" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# built in python modules\n", + "import datetime\n", + "import logging\n", + "import os\n", + "import inspect\n", + "\n", + "# python add-ons\n", + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import pvlib\n", + "from pvlib.location import Location" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n" + ] + } + ], + "source": [ + "print(tus)" + ] + }, { - "cells": [ + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-24 07:00:00+00:00 124.039132\n", + "2014-06-24 23:40:00+00:00 55.945032\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + " apparent_elevation apparent_azimuth elevation \\\n", + "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", + "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", + "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", + "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", + "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", "\n", - "# built in python modules\n", - "import datetime\n", - "import logging\n", - "import os\n", - "import inspect\n", + " azimuth apparent_zenith zenith \n", + "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", + "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", + "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", + "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", + "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 \n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-24 07:00:00+00:00 124.039132\n", + "2014-06-24 23:40:00+00:00 55.945032\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + " apparent_elevation apparent_azimuth elevation \\\n", + "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", + "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", + "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", + "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", + "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", "\n", - "# python add-ons\n", - "import numpy as np\n", - "import pandas as pd" - ], - "language": "python", + " azimuth apparent_zenith zenith \n", + "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", + "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", + "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", + "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", + "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 \n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, "metadata": {}, - "outputs": [], - "prompt_number": 1 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "import pvlib\n", - "from pvlib.location import Location" - ], - "language": "python", + "data": { + "image/png": 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I983l7PR6/aFj9MbtdvO///sHzjvvAqZOnQ5ARkYmWVk5LF36UE+bnicnJ5dP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\nle17oRz5Q8Li7Dzy9EXm66+QPNJJfChAPDBjdeAt3ci6x/ZRWq56dCk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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [], - "prompt_number": 2 + "output_type": "display_data" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')" - ], - "language": "python", + "data": { + "image/png": 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I983l7PR6/aFj9MbtdvO///sHzjvvAqZOnQ5ARkYmWVk5LF36UE+bnicnJ5dP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\nQmCC\n", + "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [], - "prompt_number": 3 + "output_type": "display_data" + } + ], + "source": [ + "times = pd.date_range(start=datetime.datetime(2014,6,24), end=datetime.datetime(2014,6,25), freq='1Min')\n", + "\n", + "pyephem_ephem = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", + "print(pyephem_ephem.head())\n", + "pyephem_ephem.plot()\n", + "\n", + "pyephem_ephem = pvlib.solarposition.get_solarposition(times.tz_localize(tus.tz), tus, method='pyephem')\n", + "print(pyephem_ephem.head())\n", + "pyephem_ephem.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-06-24 00:00:00-07:00 124.039132\n", + "2014-06-24 01:40:00-07:00 121.681559\n", + "2014-06-24 03:20:00-07:00 110.646839\n", + "2014-06-24 05:00:00-07:00 94.261679\n", + "2014-06-24 06:40:00-07:00 75.074710\n", + "2014-06-24 08:20:00-07:00 54.490533\n", + "2014-06-24 10:00:00-07:00 33.388623\n", + "2014-06-24 11:40:00-07:00 13.516088\n", + "2014-06-24 13:20:00-07:00 14.728809\n", + "2014-06-24 15:00:00-07:00 34.872553\n", + "2014-06-24 16:40:00-07:00 55.968808\n", + "2014-06-24 18:20:00-07:00 76.488099\n", + "2014-06-24 20:00:00-07:00 95.537484\n", + "2014-06-24 21:40:00-07:00 111.650713\n", + "2014-06-24 23:20:00-07:00 122.186170\n", + "Freq: 100T, Name: zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-06-24 00:00:00-07:00 124.039132\n", + "2014-06-24 01:40:00-07:00 121.681559\n", + "2014-06-24 03:20:00-07:00 110.646839\n", + "2014-06-24 05:00:00-07:00 92.761368\n", + "2014-06-24 06:40:00-07:00 75.015171\n", + "2014-06-24 08:20:00-07:00 54.468031\n", + "2014-06-24 10:00:00-07:00 33.378036\n", + "2014-06-24 11:40:00-07:00 13.512229\n", + "2014-06-24 13:20:00-07:00 14.724581\n", + "2014-06-24 15:00:00-07:00 34.861358\n", + "2014-06-24 16:40:00-07:00 55.945032\n", + "2014-06-24 18:20:00-07:00 76.422980\n", + "2014-06-24 20:00:00-07:00 95.233818\n", + "2014-06-24 21:40:00-07:00 111.650713\n", + "2014-06-24 23:20:00-07:00 122.186170\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-06-24 00:00:00-07:00 124.039132\n", + "2014-06-24 01:40:00-07:00 121.681559\n", + "2014-06-24 03:20:00-07:00 110.646839\n", + "2014-06-24 05:00:00-07:00 94.261679\n", + "2014-06-24 06:40:00-07:00 75.074710\n", + "2014-06-24 08:20:00-07:00 54.490533\n", + "2014-06-24 10:00:00-07:00 33.388623\n", + "2014-06-24 11:40:00-07:00 13.516088\n", + "2014-06-24 13:20:00-07:00 14.728809\n", + "2014-06-24 15:00:00-07:00 34.872553\n", + "2014-06-24 16:40:00-07:00 55.968808\n", + "2014-06-24 18:20:00-07:00 76.488099\n", + "2014-06-24 20:00:00-07:00 95.537484\n", + "2014-06-24 21:40:00-07:00 111.650713\n", + "2014-06-24 23:20:00-07:00 122.186170\n", + "Freq: 100T, Name: zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-06-24 00:00:00-07:00 124.039132\n", + "2014-06-24 01:40:00-07:00 121.681559\n", + "2014-06-24 03:20:00-07:00 110.646839\n", + "2014-06-24 05:00:00-07:00 94.261679\n", + "2014-06-24 06:40:00-07:00 75.074710\n", + "2014-06-24 08:20:00-07:00 54.490533\n", + "2014-06-24 10:00:00-07:00 33.388623\n", + "2014-06-24 11:40:00-07:00 13.516088\n", + "2014-06-24 13:20:00-07:00 14.728809\n", + "2014-06-24 15:00:00-07:00 34.872553\n", + "2014-06-24 16:40:00-07:00 55.968808\n", + "2014-06-24 18:20:00-07:00 76.488099\n", + "2014-06-24 20:00:00-07:00 95.537484\n", + "2014-06-24 21:40:00-07:00 111.650713\n", + "2014-06-24 23:20:00-07:00 122.186170\n", + "Freq: 100T, Name: zenith, dtype: float64\n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "print(tus)" - ], - "language": "python", + "data": { + "text/plain": [ + "(0, 100)" + ] + }, + "execution_count": 6, "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n" - ] - } - ], - "prompt_number": 4 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "times = pd.date_range(start=datetime.datetime(2014,6,24), end=datetime.datetime(2014,6,25), freq='1Min')\n", - "\n", - "pyephem_ephem = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", - "print(pyephem_ephem.head())\n", - "pyephem_ephem.plot()\n", - "\n", - "pyephem_ephem = pvlib.solarposition.get_solarposition(times.tz_localize(tus.tz), tus, method='pyephem')\n", - "print(pyephem_ephem.head())\n", - "pyephem_ephem.plot()" - ], - "language": "python", + "data": { + "image/png": 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0GGM8oAPIAQdaa++Nvn47LuxvSaBtshXUIxepLg/c9QIvPreyoj9zp926eNt7dt7oqnXt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\nH/gvYC9gBDjJWvtCsq2Sarf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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - " apparent_elevation apparent_azimuth elevation \\\n", - "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", - "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", - "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", - "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", - "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", - "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", - "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", - "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", - "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 \n", - " apparent_elevation apparent_azimuth elevation \\\n", - "2014-06-24 00:00:00-07:00 -34.039132 352.695587 -34.039132 \n", - "2014-06-24 00:01:00-07:00 -34.065534 352.970625 -34.065534 \n", - "2014-06-24 00:02:00-07:00 -34.090926 353.245855 -34.090926 \n", - "2014-06-24 00:03:00-07:00 -34.115309 353.521302 -34.115309 \n", - "2014-06-24 00:04:00-07:00 -34.138686 353.796969 -34.138686 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "2014-06-24 00:00:00-07:00 352.695587 124.039132 124.039132 \n", - "2014-06-24 00:01:00-07:00 352.970625 124.065534 124.065534 \n", - "2014-06-24 00:02:00-07:00 353.245855 124.090926 124.090926 \n", - "2014-06-24 00:03:00-07:00 353.521302 124.115309 124.115309 \n", - "2014-06-24 00:04:00-07:00 353.796969 124.138686 124.138686 " - ] - }, - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "\n" - ] - }, - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 5, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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AsSNHycS3BJcgyT3+J9QFAgEsJ3C9LFq13xcsWNhdzW7Nmnc5/fQzupO7EOIT\nHV1dbNuzl4rKeprrvBjNh4urACShmQOERnSSnuOgcOxIphaNIy05JaYxi6EnQZI7FOdXcaD0wQE9\npzO9mIy8Jf0e8+l67hdccCFLlpzBBRdcyPr1H5GZOYKf/ewe0tPTufHG65g4UbFly0aCwSDLl9/B\nlClTKSvbziOPPEhnpxu73c7y5T9l7NgCXnvtVVavXoXH48EwDH796we5//4VlJfvIxgMcPXV17Fg\nwSJee+1V3n//PbxeLwcOVLNw4WKWLr2JRx753RG133/yk7uOiv/vf/8b//jH3wDo6OggN3c0v/3t\n71m//iOeeOJRfD4feXljuP32n5KUlMRFF32F88//MmvXriEYDHDXXfcydmxhd/35JUvOY+3aNWzZ\nspmnn36Cu+5aAcA777zFfffdS0dHOz/60R3MnDlrQD8rIYaqmkONbN9dwYGqpvDEt/bDZU/NaDgJ\nJXmwjAgwarSLSePzmZg/RqqliWNKmOQeK5+u57548Vl4PB4mTy5m2bIf8Kc/PcaTTz7KLbf8EE3T\n8Ho9PPnkXygp2cwvf/lznn76eQoLx/Hss8/S1ORmw4Z1PProQ/ziF78CYPfuXTz11F9xuVz84Q8P\nMW/efG6//ae0t7dz3XVXMm/eyQDs2bOLP/3pL1gsVr71ra9z8cWXHFX7vTdf+9rX+drXvk4gEODm\nm2/gkksuo6WlhaeffoIHH3wYu93Bn//8J55//lmuuuoaNE0jPT2DJ574M//3fy/x3HN/5rbb/l/3\n+aZNm8GCBQs5/fQzWLTorO7thmHwxz8+xYcfruXJJx/lgQceHqRPRIjYCQSD7KysZHf5gcgd38xY\nvJ+a+JbmwTXKQn5+FtMnjic7PSOmMYvhKTGSuwZl+/M560tfjPpLH1nPvYGqqipMJhNnnx0uP3vu\nuefz4x//d/fx55zzBQBmzpxNZ2cnnZ0ddHR0cNNNd7FvXzmaphEMBruPnzdvPi5XuDLQ+vUfsXbt\nezz33DNAeAZtfX0dmqYxd+58nM5kAAoLx1FXV0t29sjP3I4HHvgNc+eexGmnLWDt2jVUVOzju9+9\nOvI6AaZPn9F97OGkPWnSZFavXtXr+T5d02DRonAFYKUmU1d3/DXrhRiK/IEAZeXl6HsPcPCAm1CT\nDVOw5x3ffDDSTVZueOLb1PEy8U0MjMRI7jGyadPHbNy4gT/84UnsdjvLll2Pzxcu8Xo4uYVCoWNW\naXvssd9RRxRrAAAgAElEQVRz6qmncued91JXV8uyZdd370tKSjri2Lvv/jX5+WOP2FZWth2b7ZNK\nTCaT+YgvCMfy2muv0tBQz3/914+6t82bdzJ33nl3r8cffi2z2dTn63y6zVar7YRiE2Io6S+ZazgJ\nJnVhz/aTMyZN7vgmBpUk90Hkdnficrmw2+1UVJRTWrodCA9Bv/vu25x99rmsXPlvZsyYDYQT/apV\nK5kzZx4lJVtISXGRnJxCZ2cnI0eGe9n/+tcrfb7e/Pmn8NJLf+WWW34IwK5dO5k0afJRveSeLBZL\nv5Pxdu7cwV//+mceeuix7m1Tp07n/vtXcOBANXl5Y+jq6uLgwcajvlT0xel00tnZ+ZmOFWIoMwyD\nPQeq2bqznIb9nb0mc8eoAGMKMpk5qah7bbkQg02S+yDqrZ47gMORRFlZKU899TgZGVn8/Ofh4nea\npmGz2bj66v/snlAH8K1vXcG99/4Mm83OqacugEh5RU3TjugBX3XVNfz2t/dx5ZWXYBgGo0fnsWLF\n/xx1XE89a7/3NqHu5ZdfoL29nZtuCo8WTJ48ldtu+zE//vGd3Hnn7fh8fgCuu25pL8n9k9ftGcPZ\nZ5/LihV389JLz3PXXff2EpVU8BNDV3N7Gx+X7aJybyNd9abua+aSzMVQEpV67lHSZz33h1eswkj1\ncOMN0b/m3pslSxaycuV7R21ftux6brzxFpSafNS+eL6LVDy3DaR9w11WVjJrN5WxZfteDu73YGr9\npH550OLHOtJPXmE6s6dMIO845rEMFfH8+cVz22AI1HMXRzrWNXYhRGwFgkE279pFWVkV7dUG5i4H\nYMKEAyO9i6wxdqaofKaNL8JilmVpYuhJiOQe6v7P0PDmm6t73f673/0hypF8orW1he9/f+lR2x98\n8BFSU9NiEJEQ0RU0gmzWd7N1awXuahNmvw2woZkCaDluCiZmccqMKVIpTQwLCZHcxbGlpaX3u95d\niHi1o6KCj7fspqU8iMXrABxg9WEr9DBpci7nnTGPznZ/rMMU4rgkSHIfQt12IUTMdXR18c76zVSW\ntmBucwJWTGYNS34XxdPzmF9c3F3+1OlwSHIXw06CJHchhIBdVft5/4My3PstmIMWTCRBdicTp4/i\ntBnTcDocxz6JEMOAJHchRFwzDIOPd+xk40cV0OgEHIRsXlKVxsJTppE/clSsQxRiwElyH+IOl0q9\n5ZZlR5VKvfHG67jxxlukVKoQvTAMgw+2bmfLB9WRoXcnwTQ3U+aNYuHsBd3D7kLEo6j861ZK5QNP\nAyMJXwB/VNf13yql7gSuARojh96u6/rrkecsB64GgsBNuq6/GY1Yh5r+SqXKkjoherdR38lH7+7F\n1JyMGSeMcnPSKeOZN+Xoe0gIEY+i9dXVD9yi6/oWpVQKsFEptZJwor9f1/X7ex6slCoGvgkUA3nA\nW0qpSbquGycaQOuYEfyqpPzEW9CL6ZkpnJ+f3ef+3sqlXn75VTz++PGXSr344v+QUqlCHENVQz3/\nem0joTonJpIhu5OFZxUzddy4WIcmRFRFJbnrul4H1EUedyildhBO2tD7vUa/Cjyn67ofqFBK7QHm\nAx+dUAAx6uB+ulzql750AU899QQPPPAwDsfxlUqdPXu2lEoVog9+v5//e3stjVuDmIzw8PvJi8dx\n0hS5ZCUSU9QvOimlCoHZhBP16cAypdQVwMfArbqutwCjOTKRV/PJl4ETklZ1kBsvmP95TnHCDpdL\ndblSqajYxw03SKlUIQbKzspKVr5aiqXDScgSZOypTs4/faFUWxMJLarJPTIk/xJwc6QH/wjw88ju\nu4D7gO/08fRjLlbPznb1uU/TtH73D5aXX36Z1tZDrFhxN++88w4LFizgvvvuO+o4k0kjNzeD9HQX\nWVkpmEzh9rhcDpKSwuVQHQ4raWnO7nZYrWZGjkwnO9uF2ewnFDJi0saBMFzj/qykfQMvGAzy9N/f\novLDLiwhJ45xXr79n+eQnZE+4K8ln9/wFc9t60/UkrtSygr8Dfizrut/B9B1vaHH/seAVyM/HgDy\nezx9TGRbv/orEBAKhaJeQGDnzh388Y+P8dBDj9HY2E5eXhEbNnzMli07jiqVahghDh3qwO8309Li\nxu8P0tjYTnu7h64uHwAmk5Xa2oPd7fD7gzQ3u2lsbKelpRPDiH4bB0ICFHeQ9g2wdncnf35+NdSH\ne+uTF2dw5rw5EOj/98CJkM9v+IrntkH/X1yiNVteAx4HynRdf6DH9lxd1w+PJV8IbIs8fgX4i1Lq\nfsLD8ROB9dGIdSAdXS61WEqlCvE5VdTV8uqLW7B0OjEy3Vx00SnkZGbGOiwhhpSolHxVSi0A3gO2\n8snw+u3ApcCsyLZy4Hpd1+sjz7md8FK4AOFh/DeO8TJ9lnx96FdvE0r2cuP3hkbJ1xMRz99A47lt\nIO0bSCW7d7PmHxWYA1YcRV4u+9pZWK3WQX1N+fyGr3huGwyBkq+6rr8P9Da75fV+nnMPcM/ARCD3\nlhdiuFtfWsqG12oxBS2MPtnCV89cHOuQhBiy5BZNQoghb11pKR//sw4NExPPdLHk5HmxDkmIIU2S\nuxBiSNu2bw8fv1aLholp52aycLbcqEmIY0mchaAyMi/EsFNeU8Pq/9uHFjQzYZFLErsQn1HiJHch\nxLDS7nbzz7+VYPbbGD3fyrmnnBTrkIQYNhIjuWvScRdiODEMg7+8+C6WziQc47187awFsQ5JiGEl\nMZK7EGJYefmtNRi1ToLpbi678KxjP0EIcQSZUCeEGFJ2VlZSvzlIyBrgom+cMujr2IWIRwnRc5ch\neSGGB7/fz1v/LMUUMjF10Qi585wQJyghkrsQYnj425trMLc7seR3he8VL4Q4IZLchRBDQlVDPYdK\nQwStPi6+QCbQCfF5JEhyDyFFVYQY2v712kZMhpnxJ6eS7krMMp1CDJQESe5CiKFsXWkpoTonwTQ3\nXzhN1rML8XlJchdCxJRhGGx4rxKAM5ZMxGwyxzgiIYa/xEnuMmVeiCFpzZYSzK1OtBw3MydMjHU4\nQsSFxEnuQoghJ2gE2fpBLSFCLD5zaqzDESJuJEZyl7l0QgxJ720qwdLhxJzXxeSCgliHI0TcSIzk\nLoQYkko/rgNg0ULptQsxkCS5CyFiYrOuY25xEsrulF67EANMkrsQIibWfbgXgDknS2IXYqBJ4Rgh\nRNTtr6/HqEvCcLmZX1wc63CEiDvScxdCRN2addvQ0Cicno7JJL+GhBhoUem5K6XygaeBkYRXnD+q\n6/pvlVKZwPNAAVABfEPX9ZbIc5YDVwNB4CZd19/8XEHIOnchhgR/IEDTniCaOcRZ80+OdThCxKVo\nfWX2A7fouj4VOAX4nlJqCvAjYKWu65OAtyM/o5QqBr4JFAPnAQ8rpeTrvRBxYM3mEiw+O8kFBk5H\nUqzDESIuRSVh6rpep+v6lsjjDmAHkAdcADwVOewp4GuRx18FntN13a/regWwB5gfjViFEINr59bw\n8rdT5qsYRyJE/Ip6b1gpVQjMBtYBo3Rdr4/sqgdGRR6PBqp7PK2a8JeBEyRj8kIMBVUN9dAYLhAz\npbAw1uEIEbeiOlteKZUC/A24Wdf1dqU++eau63pIKdVfFj5mhs7O7rtMpKb1v384GO7x9yee2wbS\nvsP+7+01aGhMmj1iWL0nwynWExHP7YvntvUnasldKWUlnNif0XX975HN9UqpHF3X65RSuUBDZPsB\nIL/H08dEtvWrsbG99x0ahEL97B8GsrNdwzr+/sRz20Da11P1jnbMmoOTpk4eNu+JfH7DVzy3Dfr/\n4hKVYXmllAY8DpTpuv5Aj12vAFdGHl8J/L3H9kuUUjal1DhgIrA+GrEKIQbH7qoqLB1OtOwuMlyp\nsQ5HiLgWrZ776cBlwFal1ObItuXAvcALSqnvEFkKB6DreplS6gWgDAgAS3VdlwvnQgxj6zfvAsyM\nnzwi1qEIEfeiktx1XX+fvkcJzunjOfcA9wxaUEKIqDEMg6ZyHyaTjdNmTY91OELEvcRZOy79fiFi\nprRiH5auJCw5XlxOZ6zDESLuJU5yF0LEzKYt+wCYOGXUMY4UQgwEKRwjhBhUQSNIW2UIzezntJky\nJC9ENEjPXQgxqDbpu7B47dhHB3DYbLEOR4iEIMldCDGotm3bD0DxtM9xk0khxHFJoGF5LdYBCJFw\n/IEA7ioNrD7mT5W67UJEi/TchRCDZn1pGWa/DecYA6slgfoSQsSYJHchxKApKw3fNXr6jIIYRyJE\nYkmMr9KaLHIXIto8Ph/eAxZCNi9z1KRYhyNEQpGeuxBiUHxQsg1z0EpqoYbZZI51OEIklIRI7tJv\nFyL6du+oB2DOjPExjkSIxJMYw/IgGV6IKGp3uwnU2TGSPEwdL8ldiGhLnOQuhIiatVu2YTLMpI8D\nkykhBgiFGFLk/zohxIAr33EQgPmzZSKdELEgPXchxIA62NpC6GAShsvNxPz8WIcjREKSnrsQYkC9\n//E2tJCJnAnJsQ5FiIQlyV0IMaCqd7UTIsRp86bGOhQhEpYkdyHEgKmsq8Pc6iSU6WZ01ohYhyNE\nwpLkLoQYMB9uLANgrMqIcSRCJLbESO4ass5diEFmGAaNe70YWpCF86bHOhwhElpiJHchxKDbvHsX\nFncSllwvacmuWIcjREKT5C6EGBCbPi4HYPpsWf4mRKxFbZ27UuoJ4EtAg67r0yPb7gSuARojh92u\n6/rrkX3LgauBIHCTrutvRitWIcTxae1sx3fAhuHwcPLU4liHI0TCi+ZNbJ4Efgc83WNbCLhf1/X7\nex6olCoGvgkUA3nAW0qpSbquG9EKVgjx2b2zrgSTYSZrolSAE2IoiNqwvK7ra4DmXnZpvWz7KvCc\nrut+XdcrgD3A/BN/dZlNJ8RgMQyD6rI2QhgsPmVmrMMRQjA0rrkvU0qVKKUeV0qlR7aNBqp7HFNN\nuAf/OfT2HUII8Xl9uLUUc4cTbZSHnKysWIcjhCD295Z/BPh55PFdwH3Ad/o49pjd7+zs3mfoapHE\n3tf+4WK4x9+feG4bxHf7Hn16B5DEorNU3LYzXtt1WDy3L57b1p+YJndd1xsOP1ZKPQa8GvnxANBz\nyu2YyLZ+NTa297o9RAjQ+tw/HGRnu4Z1/P2J57ZBfLevoq6WQI0Dw+Vmcv64uGxnPH9+EN/ti+e2\nQf9fXGI6LK+Uyu3x44XAtsjjV4BLlFI2pdQ4YCKwPtrxCSH69+6arWhoFM3KkrrtQgwh0VwK9xyw\nCBihlKoCfgosVkrNIjzkXg5cD6DreplS6gWgDAgAS3Vdl1lxQgwhjS3NdJabCdm8nDX/tFiHI4To\nIWrJXdf1S3vZ/EQ/x98D3DMgL64BsohOiAH1+qoNmAwbBfOTsVttsQ5HCNGDjKMJIY5bfXMT7XvM\nBGxeLj5/YazDEUJ8iiR3IcRxe/3tDZgMM2NnJ+N0OGIdjhDiUyS5CyGOy54D1bj3WgnYPZy34HPc\nW0oIMWgkuQshjsvKf5eghUxMOX2EXGsXYoiS5C6E+MzWbCmBxmSMjE7Omjcn1uEIIfogyV0I8Zm0\nuzvZ8k4tIQzO/EKxrGsXYgiT/zuFEJ/JC6+uweJ14JpsUFw4LtbhCCH6kRjJXWrGCPG5rN26FV+5\ng0ByFxd/UZa+CTHUJUZyR/K7ECeq5tBBNq+sI6QZLDx/Ag6bTKITYqhLmOQuhDh+fr+fl19cj9lv\nY9QcCzMnTIx1SEKIzyDWJV8HzP3vvIM3ECIQgkBIIxAyEYj014OnZAMh7tu4CQj34i1aCJtmYNXA\nagr/sZs0nBYTyRYryTYrKTYHKbYk0hwpJNmSZAKRSCiGYfDUS29jbnGi5bq58OzzYh2SEAnFF/DT\n0tVGq6eDDm8Xbr8PdyCAO2DQFQyx7Myz+nxu3CT3HV1pPX4KYSGIGQONECEtUgze0CJ7NQKYCR1z\n4MIf+dOGFT8ukxeXKUCaFdJsZjLsdrKdLnJcI0h2OAelXULEyguvv4u/0kEwxc2VFy+SL7dCDDBv\nwEtjexON7jYOurto8gZoDxi0By20GzY82HscbQaSPvO54ya5/3JBIR2tfmwWK2aT+YhfRL978N9o\nARM33npu9zbDMAgaQTwBH76AD1/Qhyfgo8PnodPno8Pvx+0P0BkM0RmAtqCZdsNOk5ESrlPXdfhM\nXuAASXjINHvJtIXIdljITXYxJm0kac7UaL4NQgyIV1avpXmbiYDdw8WXnozLmRzrkIQYtjx+DzWt\nDdS0t1Hn9nDQB81BK+2hJMJjySbgk//HLARI0byMMHtINRu4rBpOq5Vkiy38t81GsrX/2z7HTXIf\nkZpJyNvex96jq8WaTCZMJhNWi5Web+qxdPm6aOpspcnTTpO7i4NeH4d8IZoCNmqCLg50mcKJvzkE\n1fU4qWSk1UOOXSM3OZn8tCxGukZIL0gMWf94531q1gUIWvx84aJicrKyYh2SEMNGh6eD8qZ6qjva\nqO/y0+C30hpyRkaK7ZE/4MRDnrmdTJtBlt1CtsNBVrKLrORMnLYkNO3zTQOPm+QeLUm2JPJsSeSR\nc9Q+X8BHffshGjpaqOl0U+8xaAjYqfCnU+EHOoD6Vuw0kmt1k59kpiA1jcKs0Thtn324RYjB8tLK\n1TRuDBG0+jj765OYlD821iEJMWT5AwGqWg5Q2dJMtdtHjc9Ga+hwZzEFABt+RpvbGWmHXKeN0Slp\n5KZlk2Qb3Eu5ktwHkM1iIz8jl/yMXOb22N7uaae6pYEDHW0ccAeo9dm6E/6aNgOqq8g0dZJnDzDO\n5WTSiNFkJmfErB0i8fgDAZ55+W28++wErT6WfGMyShK7EEfw+DzsPVTN3tZWKt3QEEwmiJnw6G8y\nNnyMtbSQl6SRn5LCmPRRZDrTYjJSK8k9ClwOF1NyXEzpsa3V3cq+pjr2t7dzwAN1gWSauixs6wIa\nDpKmVTLW4We8y8nE7DyyccUqfBHnDrW18vwL76MdTCaQ3MXXvjmH/JGjYh2WEDHX5fOw92AVe1ta\nqPRoNARdGJiAVDQMRpg6GG03GJvipCA9m1GpIzAPkUuuktxjJM2ZxmxnGrMjPweMINXNNexuOkRF\np58D/mS2dSVHkn0j6TsqKLD7URmpqOyxJMkwvhgA60vLWPdGFRZfMqHsTq64ZBFpySmxDkuImAga\nQSqbDrDz0EH2doaoC6ZErpWno2Ew0txBQVKIorRUirLG4LQP3YmmiZHch8Ht6SwmM4VZ+RRm5QPh\nf2T7m2vY03SQis4A1f5kSrqSKekCU00loy0dTEgxMzlrJGPSc2WCnjguXr+Pl15fQ2uZCTNWMqYb\nXHTeeVjM5liHJkRUNXU2s6Ohit1tHip9yXixAS40DEaZ2ilwQlF6BkUjxpJktR/zfENFYiT3Ychs\nMjMuK59xkWSfnpHEen0HetMh9nZCdSCN6hZ4t8WNk1LGOTxMSkthak6hTM4T/dqwYwcfrazA4k4i\naPdy6nkFzJsyOdZhCREVQcNg36EqSg8eYq9b45CRQnj9eBIpWheTHC1MTEtmcvZYUhzDdxRLkvsw\nYbVYmDSykEkjCwFo62pjR0MVu1rdVHiTKPWkU+qBf9RXMsbSzuRUG9NH5ZOVkhnbwMWQUdfUxD/f\nWI+/0oEZB/ZxHr715dNJS5b5HCK+dfm62NFQyY7mdvZ6kiI3h3FhJkCBpYUJLhuTR+SSm1oUN6Og\niZPcj17qPqylJqVycsFUTib8TbSquYbSg/Xs6tDYH0hnfxO82XSIbFMFk1JCTBsxivyM0XHzD1d8\ndu3uTl5560NadmqYjHBlt9PPHc8cpWIdmhCDptndyrotZZQ0dFAVSI3Mak/HiYcZSc1MyUhl8shx\n2I9xM5jhKmrJXSn1BPAloEHX9emRbZnA80ABUAF8Q9f1lsi+5cDVQBC4Sdf1N6MV63BjNpkozBpD\nYdYYvgQc6mhiW30VO9t8VAdcrG0zs7atixRtOxOTvMzIHsGEEQVDZlanGBytnR288d7HNJT5MPtt\nhKw+Rp9k54sLzsFqtcY6PCEGXGN7E1vq9lPWblAfdAFWIIMsUweTkg2mjsimILMoIX73RbPn/iTw\nO+DpHtt+BKzUdf1XSqnbIj//SClVDHwTKAbygLeUUpN0XTeiGO+wlZWSyeKUTBYDbl8XpXUV7Gjp\nYJ/XyWZ3OpsrAzgrS1FOTyTRj8VskolU8aKxpZl/v7uR1t0hzEErmtlE+jSDr5x9BilJMh9DxJf6\n1ga21Fezox0aDBeQjIbBGHMLM7OTmJQ+mmxX4lUzjFpy13V9jVKq8FObLwAWRR4/BbxLOMF/FXhO\n13U/UKGU2gPMBz468QiGwZT5QeC0JXHS2CmcNBYCwQA7G8rZerCF3Z6eib6MSU4PM7KymDiyQBL9\nMGQYBpt372LjhnL8B2yYQhaw+siYanDeGSeT7pLr6iJ+1LXWs6Wumh0d0GikAi5MGBRYWpiabmdG\nTiGpSYrsbBeNjX3dljy+xfqa+yhd1+sjj+uBw3fOGM2RibyacA9efA4Ws4VpuROZlns40Vew7VAz\nu7uS2OJOZ4s7SFJVGZOSPMzMHsHEbBm6H+pa2tt5d0MJVWXtWDrCM36NpC5GT0vhC6cvxOmIz+uJ\nIvE0tB1iU91+ytpDHDRcQComDAqtrUxNczAjdxwux9Bddx5tsU7u3XRdDyml+pv2dswpcdnZvfdO\nDt9/v6/9w8VAx5+bk8GZQCAQYMv+XayvbmBHh52SrnRK9gdIqdrOjHSDM8aPo2hk3ucuZNCf4f7Z\nHMtAtq/L6+WtDzeydWM1/lobppAZs2bHnOfh1AVFLJ43K+oTJ+XzG96GavuaOlpYs2sHGw96qQ2k\nAimYCFJkb2X2yFROnTCF1KT+E/pQbdtgi3Vyr1dK5ei6XqeUygUaItsPAPk9jhsT2davvoZfQoQH\n5Yfz8MxgDy8VuPIpmJJPwAiyq6GCLY2H2OVJ5oPmJD7Y2ECmqZxpqSbm5RUxYoDLf8b70NlAtM/v\n97Nhx052lB2gq9qMOWAFkjCcXWQV2Vl8yszu6m2HDnUOQNSfnXx+w9tQa58nEKSkdh8lh9qo9KcQ\nwo6GlbGWFqZnOJiZM56USA/d22HQ2NF37EOtbQOtvy8usU7urwBXAisif/+9x/a/KKXuJzwcPxFY\nH5MIE4zFZKY4p4jinCK8AS/ba/ZS0tROuT+N91rMvNdSw2ibj7k5uUzPTCXFGut/QvGr3e1m3fYy\n9umN+OosmINWwAE2L86JPubOLqK4cJwsbxTDXsAIsbutk411texqDxLADKQy0tTK9DQLc0ePI90p\nSzePRzSXwj1HePLcCKVUFXAHcC/wglLqO0SWwgHoul6mlHoBKAMCwFJd1+NspfrQZ7fYmTu2mLlj\nodPTxqZqnW2tfg74snh1/yH+uf8QE1KdzB7hojg9BZtZkszntb++js1le6jZ14Zx0I4pZAaSCNm9\nOAq9TJmSx7wpU+Q2sWLYC4VCVHZ42Hyoje1N7XQFw7/i0+ikONnD3Jyx5GZMGNTLgfEsmrPlL+1j\n1zl9HH8PcM/gRSSOR7IjlTMmnMTpQQ+V+/5JaVuQ3UYBu9tgd5sbu6mOaRkpzM3OoCDFIf9Dfkbt\nbjebd+5i7956OmoMLF2Hl6o5MZK7SC+wMmNaIVMLx0sPXcSFFq+fjY3NbDrYQrM//HvCSRfTtUom\nWxuYUvQFHCljYhzl8CdjquK4mMwOCif8B6Nad3FKSxm1LZvZGchll1HIxkMaGw91km4OMCvDwbzc\nPDIdtliHPKT4/X62l5eza+8BDu53o7UkoYVMgB2TKQAj3eQWuJg1dQKFObmxDleIAeELGmxtbGBj\nYxOVHgugYSHIRK2KyZYDFKW6cKYVkZR2NmaLM9bhxgVJ7uK4aZoJZ/pknOmTyQoZTHLX4m7by57m\nfWx3uygPjuHdgwHePVhJvq2LOSPSmDlqDA5L4g0l+/1+PijZzqYt+zhU4ybUZMdkhH+5mUgm6HKT\nlmdFTRzNzEkTsVvly5CID6FQiH0tTWyorWVHpxk/FsBKLg0UO5qYlplKenoxNuc5aJqMSg20xEnu\ncsV+UGiaCXtyHvbkPE7KhblBD62tFWxtqGFrh40q3wiqanz8q2Y3yullXk4OEzNHYorTYXuv38f2\nffvYvbeGpgMeQs227mSukUzQ2YVjVIAxYzOZM2Ui2ekZsQ5ZiAF10N3JhppKtrYGaTUcgJ0UOpnj\nqGN2VhqjR0zDYkuLdZhxL3GSu4gKk9lBRuZkFmVOZqERoObQXjY1NLDdnUKpO4XSfW24yhuYla5x\nct44Mo+xRnWoO9jawvY95VRVHaSt3getDkyGGTCh4STo7CJldIjcMenMmFRETqZU6RPxxxsIsLm2\nnE2HOqj2pwBWLGhMsdYxO9OJypmE1ZaY681jJTGSe3x2Eoc8zWQhL1uRl604P+Bhd/0eNh5sZZcv\ngzXNVtY0H6DQ1sGiglGMd+ViHeKz7YNGkN1V1eza9//Ze+/wuJLrTvvtiAYa3cg5xwJIAgQJ5hnm\nITmcPJJsSZYs2ZaTJMuWvbbltGvZ1mevHGV99uddr+RvLduSRl5ZmkwOw3CGGSQIDggSKOScc+hG\np9v7x23a0HgCyQHZAfU+Dx7ipsb58Xbdc+vUqVMDjA0vsDzJigQ4iz6KmLhMfIaBguJ0aitLyUpJ\njfm5toq1STAYZGB2kksjg9xaisOLBUgkzzhFbZKRTTmlJNqrw23mmmVtOHdF2DGbbVTnbaA6D5bc\n0zQOddE0B73eZHo7XMRziw2JPnbkFpCTlB5ucwF9VbWbXT309o8zO7qMNmMNzTUHiMdg8hNMXyI5\ny0ZRUQYbykpJsieG1eZIwO/zMTc2xcL0PH6XCwwGjBYLdmciSTmZ2OyqJG40s+Rd5upQN9dmvEwE\n7EAidlzU2+fYmp1LVsp2NVsmAlDOXfHAscensqc8ld3BIANTvVybnKB5IYEri4lcaZ8hx9RHfVo8\nm5QdV5gAACAASURBVHPLsT2gBDNN0+gbHaW1u5+RoVlcE0FMizYMGAATBuwE45cxp/vJynVQWVpA\neX7+mp9vvjQ7T8+FqwxdbYaRAeLmp0n0zGN6W5KLBsyFftwmG0uJqfgzckkoKSZ/Sy1ZpQXKIUQw\nwWCQjskhGkbHkMt2AlgwYqLMMkV9mp0NOVWYzXHhNlOxgjXi3G8XoFVEEgaDgcL0EuqraxkanuSt\n4XYap930+5N5adzA8fFOquPdbM/NpTgle1Uf/q7lZW729NDTN8bUiIvAtBmT7/aLhA2jIUAwxYUj\ny0pBQTrry4pV8hsQCATovtrC6KWrWLrbSFmawABkho67TXHMOrPwJSZjjE8gGGfDQBD8fjS3G9PS\nHNalOdLmhjHMDUPnVeZP/B+GLIks5ZTgrK2lYv9O7EkqAhIJzLsXuTzURdMszAYTACdJhkXqHD62\n5paQ6lBV4yKVNeLcFZGO1RLH1qIathbBxPw4l4f6aF600ux20ty1SJrxLTalWNiWX0ai9e7DuoMT\n49zq7GV4cIbFiQDGBVtofjlAAsE4D8ZcF+k5iZQX51BVXKSmpYXweb20vn6ZucuXcQx1khBYJgsI\nYGQyKQ9zaRmJ5RXk1a0jOSvtjj7Tvehi+FYnEzclvq52kib6yO6/Af036Hv5O0ylFmKtqUMcepjk\nrMgYplkrBDSNW2M9XBmfodvrQCMBE36qrFNszUxBZNViVMtCRzzKuSsijgxnJk84Mzka8HNrpIOr\nk3N0+ZI5OWXi9alehG2JHTlZlKW980p1y14vt3p66O4dZXJkCd+0CbP3dsgwDqNBQ3Msk5hhIrcg\nlXVlReRnZP6nz1nLBAIBui5eZ+zNczj7WokPLGMDlszxjBXVkLxpM+V7t1LtSLynhMH4xATKttVS\ntq323/9eb1MrIxcasHTdJGuqF870MnrmeVrSConfsp2qw3tUj/4+MrU0x6XBHt5aMLIYjAeSSDfO\nsynJwNa8chLjVXJcNLFmnLsKykcfJpOZmvxqavJhbmmKy4PdNC2YubXs5FaPm7S+69SnmClMSKWr\nb4ShwWkWx/0Y5m0YV/TKDRYvZLlIy0mgpCiL9SUlap3zd2GgtZu+YydJaH+LRN8SWYDLbGO8YgtZ\nux+mdlsNpvtQjMhkMlG2ZQNlWzYAMN49SNfpcwRbmsic6oPjffS+9m9M5lSQvvshqvbtwKQWLfrA\nBDSNhu42TnWP0uNNJIgdCz5qbdNsz86iKG2TKnscpajWoYgKkuxpHBZp7PUsc779GtIdYEjL4LUp\nE6apeXKWXViXwDAXR9CxjC3DRE5+MtWlRRRkZqoH1Hvgml/k5iuv4224QMb8CJmAx2hltLCG9Icf\nomb3lgfuSDNL88ks/RjwMYZkL70nXieutYmc4VZ4rpXm738bV9UmSh4/RG5F8QO1LRZYWF7g0kAX\n1+YMzIXG0rOMc2xJMVOfV4ktTpWAjXbWhHNXvfboZcHlormzk97ecWZHPCuKxEBR4iBUakwkZzKY\nkAPVkL5+gS0pFrbmVxB/D2PzawVN0+huaGbk5GlS+m+RpPkJAhNphSTseIjqI3uxJUTG/1+eKCZP\n/DSa9mm6r9xg+PQbJPe0kNFynsWW85xPzidu+y7WH91PfGL8+3/gGiUYDNI92culkXHaPE4C2DHh\np9Y+x7aMdErS69WMhRhiTTh3QJWfjRImZmdobu9ioH+KxbFQ4htGwIwBEwH7MrZMAzl5yVSVFlCc\nnUOQIK1j3TSMz9LldXJsysipqW6q413syM2jOFUtwHKbuYlpWl94DeP1yyS7Z8gCFqyJzFfXU/Hk\nIURx5K7GZTQaKd++kfLtG3Evubn16hmWL50jY3YQjn+PjhM/ZLa0hqKjhyjaWBVucyOGZe8SVwfb\nuToTYFxLAlJJMixRn+xhe345pQU5qshSDLJ2nLsi4tA0jYHxcU5fbaS7YwL3eHBFxbdQ4lvSMs5s\nC0VF6dRWlJHicL7jZ23IqWBDDkwvzYTG5i00u5No7loks/caW1NtbMkrX5MZ8JqmIS81M/HaCdKH\nWkkNavgNRkZzBGn79lK3d/t9GUe/n8Tb46n/yFH4yFFGOvvoefk14luvkd3ZiOf/beSSIxPz9t1s\nePIgNvvaCzEHg0FGZvq5ODxMi9uJh0QMaJRZ59iRlUpVZi0mNVQV06wN564iTRFD/9gYzbKL4f45\nPOPGFVnsNoxGP8E0Fyk5NspKsthQVnbXiW+p9hSOinoOawFaRjq4MjFPjy+JlyeMnJjoZF3CMrvy\n8slPjv3s+MX5RZpfOAlXzpO+NEE2MGdLwle3k3VPHWZdZmzUuc8pLyLnV34Ov8/HrRPnmXvzDTIm\nezGe/D7tp19krryO0qceJa+qNNym3nf8fjfNQ200THnoD6QB6cTjYZdziZ35JaTZ1bz0tcLacO6K\nsDE6NcV12clg7zTucQPm5dvOOh6DxYsh20V+aTJF+ZlUFRZjMa/OV9JkNLExr4qNeTC5MMHFwV6a\nF+O47nJwvWOOPPMA29ITqcstxxJjVeZ6b3XT++KrpHa9RbrmRcPARHY5GYcOUb97a8wmF5otFmof\n2weP7WOse5COF46R2NZIVnsDS3/ewPmUfBIe3suGo3uxWGMrgjM9P8yloV6uLyawSCKQSK55kR0Z\nDjbmrIv4dRsUq49y7opVZWp+jmutHQz0TrI0FsTsuh1mj8dg8kGWi8z8RNZVFFJZWIDJaLrvC6uk\nOzJ4sjqDowEfzcPtNEwu0e9P4QejcGy0lTqHl50FpaTbk++bDfcbr9fPjWNvsnT2DNkz/eQCLnM8\nU7V7qHrmMarys8Nt4gMlqzSfrC/+LD7Pp7j56hssnXuDjJlBePFfaHn1ByxUb0Y8fZSs4rxwm3rP\naAEf7aOSSxNzdPrS0MjAjJ86u4uH8gvJc1aE20RFGFlDzl3F5u8HPr+f6x0dyPYhZoe8GOfjQ/XY\nQ2H2jCXS8+xUl+dTXVIS1lrsZpOFzQXr2VwAI7PDXBga5IbLzsUFB5dujVFq6WBHVgpVWaVRMx45\nMTRB6w9fJaGlAadvEQcwlZxL4u791Bzdh8lqed/PiGUscVbqnjkEzxxiqLWLnhePkdT5Ftk3zjFz\n4zwys5TU/QeoPrADU5REcJbc0zQMdtA4Z2I6mARkkmpysy3Nxta8CuJXKfqliG7Ut0Bx1/SPjXH9\nVgfDffP4JyyhldLMGA1GgikuUvLiqazIpba0DIslMp1LTnIuH07O5XGfm8bBDhqm/XT5kukaDJI0\n1Ex9UpAdBZUk2iJvvfmAptF2ronxkyfJGpFkBzW8RjOT5ZsofvIolesrw21iRJJXXUZe9efxLLlo\nefEkvktnyR7vgue6aPrhc/jqdrD+2aM40yNvDYFgMMjAZCeXRse5uZyCj1SMaAjbEjtzc6hILVfT\n2BQ/gnLuivdl2eulsbWN9vYRFoe1FRntCQRty8QVBigpy2RzdWXULXlqs8TzUEktO4s0eqcHuTAy\nhlx2cHrWxJuz/VTZFtmVm0NxWviniC3ML9L8wxMYrp4n3TVJHjAXn4Jx28Osf/owNqcj3CZGBXH2\nBOo/9hR87Cl6rrYw+OpxUvtv4bz8GoMNJ5kqWEf+Y0cort8Qdofp87loGmzlyrSfIS0VyMRu8LAj\n2cvO/FKSbWpev+KdUc5d8Y5Mzs3ScKON/s5pAuNWjJoZiMNo9EPmEtlFTjZWl1KaG71jlisxGo2U\nphdSml7I/PIilwc6aZwz0LKcTEu3m6y+Rral2ajPq8BqfrDJWD0tnfS+dIy07mYyQglyk7mVZB05\nzJZdqvDIB6FkywZKtmxgfmqWmz84hrnpIln9Lfj+RwuXEzOw7tzD3p9+5oHbNTk3xIXBPppdibjQ\np38WWhbZkZVKTVY5JqO654r3JiKcuxCiF5gHAoBPSrlNCJEKPAcUAb3Aj0spZ8NlY6yjaRqdQ4Nc\nb+lmvM+Fcfb22HkCmm0Ze34AIfLYXFUZ83PFnbZEDlXUcUDTuDXaxaXxWXp8Sbw4buDEeDu1iR4e\nyi8hw3H/ppJ5vT7eeuVN3OfOkD07QB56gtzMxr1UPfsYVblZ9+1vr0Wcacns/NmPEQj8GK2vX2b6\n9Ckyx7sxnvg+50+/xELlJiqfOUpGWdF9s0EL+GgdkVyamKfbn0aQDKz4qE908VBBMdmJKkFOcedE\nhHNHrx+3T0o5vWLfbwEnpJR/KoT4Umj7t8JiXYyiaRrNXZ003+hlbkDD7NanqRmJR0t2k1EUz6YN\nZZTn5cfs9Kn3wmQ0UpNbQU0uTCxMcn6wl+ZFGw2LThraJimxdLM9M5n12auXgDc2MEbbD1/FfusK\nSb4lkoDplDwce/dTc2QvpgjNYYgVTCYTGx7ZBY/sYrR3iPYfvIpDNpLReomZ1kt0pBeRsv8g4uAu\njKuUuLbgmqJhoJPGBQuzQQeQQbrJxfa0BLbkCeKirMCQIjKIFOcO/zmd/Slgb+j3fwTOcK/O3YAq\nPxsioAV4q6OT5pY+FvqDmD1xgBWj0Y8h20VBWQrbaqrISI68pKJwkuFI55nqdI76PTQNttMw7aHH\nl0TPUBDn8A02J8HOgnIc95CAFwho3Dp3jcmTJ8keaScHDa/RwmRlPaVPHqWyuvw+KFK8H9nFeWT/\n6s+SaP8cp//xebwX3iRzsg/+9R+4/vz38G/cTvWzj+HIvLM17FcSDAbpHe/k4tgEbZ4U/KRiJMC6\n+EV25eZRkqIS5BQfjEhx7kHgpBAiAPxPKeX/ArKklGOh42OAikPeIwEtwDXZzs2WfhYGCFWFs2Iw\n+THlu6moymJHzXri4+Le97PWOnHmOHYU17CjGHonB7g4MkLrsoMzs2bOzg4gQgl4Jam57/twnp9d\npPmHxzE1XiDNPUUeMJ+QgnH7HtY/dZg4R+Rl6q9F4hPi2PaRowQ//ChdTW0MvHKcjL4WEq+cYvDK\n68wUCPKOHqFw68b3vefLXhfXBlu5OhNgVEsBMnAYlqlP0diVX06iaoOKVcIQDIa/SyuEyJFSjggh\nMoATwBeAF6SUKSvOmZZSvtcg57sK+fIffg/mrXz5zx98Yky40DSN67KDsxdame70YwqVeQ2YfSQU\naNTWFbJv60bl0FeBuaU5Tre1cGFcYzaoO+Qs0yK78xzsFeuxvS1HofVqK7eee57kzuvYNB8aBuYK\nqyh99gmq929XPbYoYGpshkvffoHg5bOkuGcAmE9MJ3HfAbZ9/AniEn/0xax/rJdTHZ1cm7ezTBwQ\npMzm4kBpLluKSjGqe664N971ixMRzn0lQojfBxaBn0Mfhx8VQuQAr0sp32upp+C7VTn7m//vFQwL\ncXz+SwdX3+AHxJ1WcRsYH+PC1VuMdy1jXtKnyQRMPmx5fqrW5bF9fXXEzT2/3xXqHhSaFuDWaCeX\nx2fp9iUTxEgcXjan+NmcmsPwG824z79B9uwAAC5LAt7aUGg3OyPM1t87sXL/3o330hcIaLScucL0\n6VNkj3VgIojXaGGxoo6SJw8zal/m8uQSvf5UwEAcXuqcfnbll5Jhj4ypi7F8/2JZG0BGhuNdnXvY\nw/JCiATAJKVcEELYgcPAHwAvAJ8Gvhr694fhszKymVmY52zjDQbkLMYZO2DAaIjDkO2iYn0WD22s\nwRZjtbQjEaPRxIZcwYZcmJwf58JQL28txnNxJoGLM3PkpxmpKnUy2VtA0t791BzerRLkohyTycjG\ng9vh4HaGeoZpf/4Y8ROtjAoHZ+YXmF9wADayTYtsy0hkc24V1iiphKeIbsLu3NHH0n8ghADdnn+R\nUr4mhLgKfE8I8RlCU+E+2J+JrbBXQAvQcLOV5uv9+IfjMAZNGLGjpSxRUJXMns21JDsio2ew1gho\nGmNNfSSdOMWz090M76iltXwTg/EFDG4twLHNzeYkKAz4cCjnHhNomoY7fonB/dW0e3cRwIQp6Kdy\nqhXRcJn4kRl8tdvwPJuENTv2VyRUhJ+wO3cpZQ9Q9w77p4FHHrxFkc3QxDhvXm5hstMbWmEtAS3e\nTXqFjV1b1lGQqfIOw8XC3AI3fvAaxsbzpLqnyQHmElLJs5ewp2YjY55pLo6McGvZyRuzFs7O9iNs\nSzyUm0tJarYaa49C3N4lrg5Irs5qTGhJQDpJRjdbU0xszytjqNXIgLkPe2CcpMYzDDW+wWxeJTmP\nHqZwx2Z1zxX3jbA7d8X74/P5ePHMBZou9ROcSMCAEaPRgrnATd3mYuqFWJPz0COF3hsd9L10jNSe\nZtI1HwEMTORVkf3oYbbs2ERmppOJiQWKHA6K0otYWp7n8kAHjXNGWpedtHYvktF3nW2pNrbklxNn\nVr35SGd4ZoiLQwPccDvw4sBAkHLrAjtzMhAZ5f+eIFdZJ6isE8xOL9D8wgnMjedJH5J4vim59p0U\nTNsfpvqpI8Q5oqtssyLyWRvO3RCdQfnRqSlOX7jOdMftbHc7mtNFYbWTvdu2RF0d91jC5/XS/PIb\nuM+/QebsIDnAkiWBpU0PU/3sY1S/R4Kc3ebkQEU9+7QAraMdXBqfpduXwssTRk5MdFCT6OGh/GKy\nHarWQCThDy0ZfHliiYFACpBGPB52OV3sKiglNeHdh8GSUx3s+akP4f/Jp2k528TUyZPkjLZjfv1F\nOs+8wmJ5LSVPPUZmtapCp1gd1oZzjyI0TaNRSq5d6SEwYsMQNIEpSKLwUb+pnHXFJeE2cU0zMTBK\n2w9fwX7zKg6/CwcwmVqAY+8Bag89fFdLrBqNJtbnVrE+FyYXxrkw2MNbiwk0LibS2DZJoaWbnZnJ\nrM8uwawiM2FjYnaCV9paaFqwskQ8YCXPvMC2dAd1ueuwmO783phNJur2bYF9WxjqG0W+8BqOWw2k\ndDQx+xdN9Cbn4Ny7n4oj+zCpJFjFB0A59whh0e3m9OVr9LXMYV5MABII2N0UbnBwYPs2SouyYnpK\nRySjaRryzStMnDxF5mgHWQTxGC2MV26l9OmjVIrSD/w30h2ZPFWdyaM+D9eH2miY8tDvS6F/SCNx\nuIX6JNhZUIYzApegjUU0TaNjvIdLY5N0eJPQSMKCj7qEeR7KKyQv+YP3sPOKssn7wqdYXv4414+f\nw332dXJn+zE8/21uvvxveDZsRTzzGM78nFVQpFhrKOceZkanpjhx9hpznWDyWzBhw5DtYvPWIrZU\nV6ux9DCyNDtPyw9fw3D1PMnLM2QDM/Y0jNv2sOHpQ8QnJqz637Ra4thWvJGtRUEGp/q58CMJeINU\n2hbZlZNNWdr7V8BT3D1ur4uGgXauzGhMBx1AKmmmJbYkm9laUEGCZfWLPtlsFnY8vZ/gU/vobOmm\n7+XjpPe8RdL1s4xcP0trdhnZRw5T+NBWDOp5oLhDlHMPE219fZw9fwvfQByGoAUsXhzVfvbvqiUv\nQ02VCSf9zZK+l46R0nODlKAfv8HIWH412UeOsHV77QN54TIYDBSkF/HR9CKWlhdoGGjn6pyBtmUn\nbT0u0vuuszUtjm15FcSp6XQfmMGZYS4MDXHTbceHHSMalXFz7MzOYFd1HVNTS/fdBoPBQEVNGRU1\nn2Nudom3XjiJofE8WaNdeP7x77j+3L9g2PoQ1c88SlxS0n23RxHdKOf+ANE0jUs3b3K9oR/DhB2I\nJxDvpqjWwSM7d5Bgs4XbxDWL1+3hxiuv4zn/BunzI2QBC9ZE5mq2s+7Zo6zLTg+bbXabg/0V9ezV\nArSNdXJ5bJZOXzKvThg5NdFBjX2ZXflF5DjvfgGTtYwv4KdpqIOGySWGA0lAMnbcbHd62FVQRnKC\nAAhL9Cwp2c6eTz2N9smnuHH+OhMnT5Ez3Irl7Kt0nXuNhZL1FD/xKJk11SqCo3hH1o5zD2OVXZ/f\nz+mGRtqvTWFeTMCAnUCyi/VbstmzeTcmo6pYFS5Guwdpf/5VnLIRh38ZBzCeVoRj7wE2Hn4I8yot\n67kaGI0m1uUI1uXA1MIEFwd7uL5oo3HJQaOcpsDSy/aMJGpzSlUC3nswsTjDhcEemhesuIkDkig0\nz7Etw0Ft7nrMEdQejUYDG3dvgt2bGB2c5OYLx0lsuUxKdzNzX29mwJlJwu59iKMHMKnOgWIFkfPk\nikF8Ph/HLlyh9/o8ZrcNE/EYc1xs31VOXUVluM1bs/j9fm6eusTcmdNkTvSQTZBlUxzj1Tsoe+pR\nKiuKw23i+5LmyOCJ6gyOBLxcH5Q0TLkZ8KUwMBzk2EgLm5xBdhWUkRSvpkuCXjWwZbSLhvE5enxO\nwEEcXrbYZ9mZV0ROUuRPQcvOTyf7c59g2ftR3jp+gcWzZ8ib7sH48ve4deyHeNbVU/HMYyQVFYTb\nVEUEsDac+wOOWrk9Ho6fv8LAW0uYPXGYDFasxcsc3LeR4myV+RoupkanuPX8cWzNl0jyzBMPTDsy\nse7cw/onDhKXEB9uE+8ai8nK1qIathQGGZwe5OLIEDfdTs7OWTg/N0RF3CK7crIoT89bk+HbOdcc\nFwe7aJo3sRBMAJLIMs6zNdVCfX4lcZbo6+3arGa2P7mH4BO76Wrro+fF46R3NeG8cZGxGxeRmUWk\nHXyEkr07MUZQ5EnxYFlDd/7+P9gW3W6OnW1gtGUZkzcOo8GMrczD4X2bVJJcmAhoGvLsNcZPnSJz\nRJIV1PAbTEwU15D/2KPs2Lw+3CauCgaDgYK0AgrSCnB5FvUEvFmQHiey101a/3W2plrYmldOvDX6\nHNrdoGka7RO9XB6dpMPrRMOBGT818bPszMmmOC3ye+l3gsFgoLy6mPLqX2Bu3sVbL71OsOEcOeN9\nBL7zTd76/ncJbNpJ1dNHScxU+RhrjTXk3O8fi243L5+5xMQtHyafFYPRhL3Sx5H99WSlvNcS9Ir7\nxdzkDDefP4Gp6SIpyzPkAnPxyVC/i3VPHWZdanK4TbxvJMQlsq98M3s0jfaxLi6NT9PpTebYpJFT\nk91siF9ke24OBSn5MdWbn3cv0jDUSdNskJlgIpBCqnGRLclGthVUkGBd/amLkUKSM4E9P/E42scf\no7XhFiPHXyN74Cb2yycZuHyKmfwqco4cpnhHXUzdc8W7o5z7B8Dt8fDym5cYbfZg8lnBZMC5LsCj\n+7aS5lRTVR40mqbRefktRl87SdpgG+nBAAGMjOdXkX3oEPU7N62pugFGo5GqnAqqcmBmcYqLQz00\nzVtpcqfQ1LVMpvEam5LNbMmrwG6LTscX0DTaxnu4Mj5Np8eJhh0jAUTcLDuzMyhP37i27rnBwPrt\n61m/fT1TE3PcfOE41qaLpA+24vtmK1e/kwpbH2bDU4eJT1L5GLGMcu73gMfn5di5BvqbljB74zCY\njDjXBXji4A6S7GqZ1QfN4sw8N184AY0XSHFNkQ3MxzlZqNtJ9dNHqM5U0ZOUxDQeE2kcDgS4MdpF\n44SeWHZ82sjJ6X4q4hbYmpVOZUYRpihwhpMLU1we7qV5wRwaS08m1bDApiQD2wrKcdhUO0zLSGLP\nZ36cQOAj3HrzKtOnTpE52o7pjRfoOvsKMyU1FD5+lIyD9eE2VXEfUM79LvD5/Ry/eIWeq3OYPTaM\nRjN24ePxg9tUT/0BEwwG6Wi4wchrJ0nvv0VK0E8AA2M5laQfOMDmPVsxmiJnSlOkYDaZ2JRXyaY8\nmHHN0TDYxfV5I22eZNr6/TgHbrDREWBbbhFpjsgap132eXhruJPr0y76/EmAUx9Lt82wLTuTkrS6\nNdVLv1NMJiM1+7fB/m1MDo7R9vwxEloayOpqwvP1Jp7/Vi6WHXuoeXw/tvjVr8CnCA9rxrkbPkBC\nXUALcOpyI7JhCrM7HqPBiq3Mw9GDW8lOVb3CB8nczDw3XziJofECaa5JcoAFq4P52m2Ip45QnasS\nF++UlIQkjlRu5pCm0THRy5WxSdo9Ds7Omzk7P0WeqYcNSVY25ZXgDFNP2K/5aR3t4frkLB2eRPxY\nASvZpgU2p1ipXwMJgqtJen4WD3/+0/h9P8Gt186x8ObrZEz1w7Hv0nryeeYrNlH6xBEKRFG4TVV8\nQNaMc78XNE3jfPMNrp8bwryYgMkQh7V4mSMHN5Ovst8fGFowSNulG4yePEXGwC3SNR8aBiayykk9\nsJ+6fTswqV76PWM0GhFZpYisUlweF43DXTTPeBkKJDE0Da9ND1NoWaA22UZNdjGJtvs7VusPBGif\n6KNlagrpsuHGBiTjNCyxIXGJ+pzCqJiXHsmYLRZqH98Pj+9neWKca9/6Po72JnJaL+BuvcC55Hxs\nOx5mw9F92Ozq5SkaUc79XbjR3cmbJyXGaTsm4jHluzl0YCMlubnhNm3NMDM+zc0XT2K6fpk09xT5\nwJLVjqvmYcTTj1KVmxVuE2OOhLgEdpfUsLsEphZnuDbSy815jT5fEn0T8NLEELmmBSodZtZn5JLt\nXJ2yvAvuRdom+mmdXaTHY8eDFUjGhoe6hDk2Z2ZQmlamwu73gYJ1Zdj+y2fxut20vnIG18VzZM4O\nwrHvIk/8gJmSGvKPHKSsrkpl2kcRa8K5Gwx3Xnu2b3SUYyeuoQ0lYMROMN3F3oPVrC9R66g/CAIB\njdY3rjB55gwZI+1kBgMEMDCZU0H6vn1s3LtdFeZ4QKQlpnCoIoVDwMjcKNdHR2hf0hgKOBmaNfD6\n7ByJjFIQ7yXXZqU4KYlsZwb2uPfOvPcH/IzOTzC0MMPAwhJ9y2amtETAAqSQaHCzPn6G9WlpVGRW\nR1Q52FjGGh/Pxg8fhQ8fZbS9h+6XT5Agm8jtvIrWeZULiVkYNu9g/ZMHSUpxhttcxfugnpIhpubn\nePG1yyx1mTEGEwg4XGzeU8Cumn3hNm1NMNIzTMcrJ4i/1UiSZ55cYN6WxNKmHVQ/eYjqzPAt3KKA\nnKRscpKyOYpe9e3mWB/t8x4GvPG0upNodQMzXmAIGx6cRg82YxCrUQMMBILg0QwsaBaWgnFomNCd\neTIm/BSYZilJNFGVlkVhiuqhh5vsyhKyK3+egNdH28lzzJ19k/SJHgxvPs/A2ZdpzK8m8+AB402L\nngAAHH9JREFUqnduxGRS9yoSWSPO/d1DSa7lZV48fZGJm35MASta3DLl21N4ZIda0OV+43J5aDl+\njuXL58mc1Gu8+wwmxgs3kHPoIJu3r605ytFCUkISu0pq2YWel+I1ubje08PQkocpb5CZgIVJzY6m\n/Wj7MaCRgIcM0xIZFo3seDP5zlSKU4uwmq3hEaN4T0xWC+sf2w+P7Wd2cAT50gkszQ3kD9yA/32D\nhu+m4qnZSvWTh8jKVS/gkcQace46mqb9u7PwBwIcO3+ZnqsLmL1xYIaMegNP7D2AzaoeNPcLLRik\nvamDwROnSO1uJjngBmDWkYl56y6qnzhIvFPNUY4WjEYjBek52IL/OcnO4/Ow7PdiMIDFYMRiiVer\n1UUxyfk5bP/FT6EFPkH3uatMnD5N8lAHpivHmbp6gpbMCpwPPcyGA9uJt6lnaLiJaOcuhHgU+Bpg\nAr4hpfzqB/1MTdM491Yzb50bwbwUj9FgJrHKx5MHd5DsUE7lfjE6PE3b8TMY3rpCzuIIhYDHZGWm\neisbP/Y0lXn54TZRscrEWeKIs6h507GG0WSifO92yvduxzU1Q9tLJ9AaL1IwJuHfJDdf+C7TpbXk\n7N/HuvqKqCiKFItErHMXQpiAvwEeAYaAK0KIF6SUrXf/aXpC3Y2uLs6dbsc4Y8eEDXOhm8cO1atF\nXe4TU7MuWk5fZvnKRfImu8kN+gGYTS8kafceqh/ZjTkujowMBxMTC2G2VqFQ3C0JaSls/vSPE/zU\njzHc1MLgidPYu1oobr8I7Rc5m5CFZ1095Yf3UlqSqbLtHyAR69yBbUCnlLIXQAjxXeBp4B6cu86F\n7w/pGfAZLvYfXEd1cfGqGKrQCQaDDE4s0d7UjqvhAjlDt8jxuwBYik/Ct3Er5Y89QmVudpgtVSgU\nq4nBYCBvcw15m2sILC/TfeY8s2fPkTPWg+HqKyw3HudYSgla7VbKH95CeWGK6tHfZyLZuecBAyu2\nB4Ht9/JBBrP+thhwuti6t4jt62Njmc9IYMHl5WbvNLJtGG9zI+UTkgLPJAA+k4WldVsoPLSfig3r\n1Fu7QrEGMNlsVDx6EB49yPLEJF2vnsLbeImy6U4408n82ed5LqWcQO1WymsrWF+SitOuxuhXG0Mw\neOdzwB8kQogPA49KKX8utP1JYLuU8gvvcsm7Cmnr7ad/eIxHdtSr7OtVwO3x8+qFXi5c78ff3sqG\n+S4qlgYwBzWCQLBUUHDkIAX7H8YUp8ZcFYq1TjAYZOZmG/L5Y/iarmDyeQAYikvnhrOM5YoaamqK\nOLClgPxMlft0F7xrjymSnfsO4MtSykdD278NaO+RVBeM5XHbSBmXHp9x8b1vnSKtv4WqxT7sgWUA\nDBlZpO7ejXPHLix3WW8/UrTdL5S+6EbpW100r5fFpmuMn3mDQGcbhmCQAAZ6EvKQyaU8/GOH2bIh\nb1UifWvg3r3rf1Ikh+WvAhVCiGJgGPgo8PGwWrRGCQaDdL3VTu9rZ3D23OCwbxEAY2Iijq0Hce7c\nha2kVIXdFQrF+2K0WnFu34Fz+w58MzMsNFxi7tJFygf6KXcN4v36BU5mlpG6axc1j+zEGqdC9vdC\nxDp3KaVfCPFLwHH0qXDfvLdMecW9MtY7RMex1zHdbCLNPUUh4DOa8VRvouTwfuzV6zCoUrAKheIe\nsaSkkHrkKKlHjuIZHmb49TdwXbpE0ZiEH0huvfAdFkrWk7NvN6XbatWw6l0QsWH5e0CF5VeB2bEp\n2k+8ia/pKulzQxiAAEams0tJ3rED8cjDmG2ru0rUGgidKX1RjNL3YAkGgwxdv0n/yTPYu1qI9+tD\nf/NWB+7KjRTs301hTcUdOfpI07baRGtYXvGAmBmdpP3Em/ibm0ibGSQ5lJs4mZyHdfM2qo7spTot\nOcxWKhSKtYDBYCB/0wbyN23A5/XSdqaB2QsXSBlqx9lyDm/LORptyfgqayjY9zD5NZVqSPAdUM59\njTI9PE7HybO6Q58dIiXk0KccWbCujvLDe6ksUsvbKhSK8GGxWqk5/DAcfpjlJRdtJ86xcPUqqWNd\nWJrP4m4+y1VbEp6KGvJ276KorkqF7kMo576GmBoap/Pkm/hvNJE+O0RKaP+kMxvjujpKH9lDZbFy\n6AqFIvKw2ROoe+YwPHOYpfkl2k6eZ+naVdLGukm6cQ7fjXNci3PiLttAzu5dlNSvC7fJYUU59xhG\n0zSGbnUxcPYihvabpC2MrXDoORg3bKLskd1UFuaE1U6FQqG4G+xOO/UfOgwfOox70YU8fZGFqw2k\njHThvHUB7dYFrlsT8ZauI6V+M+UPbca8xhYEU849xvD7fHReuM5EwxXie1txehZIBzQMTCTnY1pf\nS/kje6gsUCVgFQpF9BOfmEDdUwfhqYN4XG7aX7/E3JUGkoa7cLQ1QFsDrd+xMptTin1jHRX7duJI\nTQq32fcd5dxjgIXpWTrfbGDx+nWSRjqxBbxkAR6jhbGcShI2bqJi306q0lVSnEKhiF3iEuKpeXw/\nPL4fn9fLcNNNel8/j72/jayhNhhqY/CV55hKzsNYXUPR7u3kVhTFZEKecu5RSMAfoKexhbErTRi6\n20idH8NOEDuwaLEzVryB1K31iIe2YI1X5V8VCsXaw2K1suWJPRRt34SmafTf6GDo/CVMHTfJnB2E\ni4MsXXyVxjgnywXlJNdtpGxXPfHOxHCbvioo5x4ljPYO0/TiG7hvteAc6yE+4CEDPdw+7cwmWFZF\nzo566jatU9miCoVCsQKj0UjxRkHxRgHAzPA43Wcu4r55g6SJPpyd16DzGr3/5x+ZTs6Bsipytm2m\naGMVJrMpzNbfG8q5RyjTw+P0Xmpiqa0V23AvScuzOAEnod55gcBRu5Hyh7dQtQbGjxQKhWK1SMnN\npP4nngaexuf10nGpmalrTZh7O0ifHcLQOIS/8RQ3TDYWMgqJqxTkbdlITlVp1HSelHOPECYHRhlo\nbGbxVitxwz0kL8+SCCQCXqOZyYwSDGWV5O/cSnl19HzBFAqFIpKxWK2s27MF9mwB9CqdPeevsNTS\nQsJID1mj7TDaztKbL3LDZGM+owBLWSWZm2oo3FCOOUJLcEemVTGOx71Mf1Mbkzdb8ff1YJ8aItG3\nhB2wA16DmfG0IkyllWRuqqVqUxU5uakxXUZRoVAoIoHkrDQ2fehR+NCjaJrGaNcAA5ebWO5sJ3Gs\nj6zRDhjtwH/+ZVqNVuaTszHkF5FUVUl+3TqSMtPCLQFQzv2+415yMXyzi6n2TjwD/ZjHhkhenMSE\nxu2vgMtsYyyzDFNRCZkbaxCbq7GssTmZCoVCEWkYjUZyK4rIrSgC9Noh4z1DDF65znKHJG50gIzp\nfpjuh+azjH0POqwOXOl5mAuLSC0vI29DBY70lPf5S6uPcu6rhM/jZax7gKnufpYGBgmMDBM3NYpz\neRYjQW5PQgtgZNaRgT+7AHtFOXl1GygvzlVhdoVCoYhwjEYj2WUFZJcVAE8CMDM+w0BTC/OyA4b6\ncM6O4Bxug+E2uAQjQKclgSVnJmTlEl9YQGpZMTkVRdgSE+6brcq53yGaprE4Pc/0wAjzI2O4xyfx\nTk5gmBonbn4ah2ceI0HigfjQNR6jhemkHAKZudgKC0kX5RRVlxIXv7qrqikUCoUiPKRkppByZDcc\n2Q2Eevdd/Yy0tLPY0wvjI9jnxsmc6oWpXrgFPqAfPTnabU8mkJKOKSMLe042SblZJOdl4sxIxWS6\n90z9mHHuzacu4/ZpWGw2LLY4rPFxWG1xYDBAMEiQIEENgloATQvidS3jdbnxupfxuZbxud34XG58\n8wv4F+bRFhfBtYjRvYRl2UWCZwFr0A+ALfRzG7cpjmlnNoHkdExZWdjz88isKqOsOO8D3RyFQqFQ\nRBdGo5HsimKyK4p/ZP/85CyjrR3MdvXiGRmG6UkSFmf07PzZIejRz/MBE8AoBlxWOx6bA3+CA4Pd\njsmeiNGeiMVhx+p0cuAnH39XO2LGuS98/U8B8APuu7zWCMSFft6JZZOVxfgk/PYkgkkpmFNTsWVk\nkJiTSVZ5Ec4wjKcoFAqFInpwpifj3L0Vdm/9kf3LS24megaZ6R3ANTqGd3oG5mcxL81hW14kdX4U\n4/zIO3/oWnDuM5v24HUtg8+n//h9EPBjCAYJ3i4taDAABjAYCJotGKxWsFoxxsVhtMZhjLdhdTqw\npSRjT0kiMT0FR3qySm5TKBQKxX3BZo+nYEMFBRsq3vF4wO9nfmKa+ck5XNOzeOYX8C4sEFhYfM/P\njRnn/sSXf0VNFVMoFApFTGEym0nJySQlJ/OurlMp2gqFQqFQxBjKuSsUCoVCEWMo565QKBQKRYwR\ntjF3IcSXgZ9Fz/oH+B0p5auhY78N/AwQAH5ZSvlaWIxUKBQKhSIKCWdCXRD4SynlX67cKYRYB3wU\nWAfkASeFEJVSSi0MNioUCoVCEXWEOyxveId9TwPfkVL6pJS9QCew7YFapVAoFApFFBNu5/4FIcRb\nQohvCiFul1/PBQZXnDOI3oNXKBQKhUJxB9zXsLwQ4gSQ/Q6Hfhf4O+APQ9t/BPwF8Jl3+ajgHfw5\nQ0aG465tjCZiWV8sawOlL9pR+qKXWNb2XtxX5y6lPHQn5wkhvgG8GNocAgpWHM4P7VMoFAqFQnEH\nhC0sL4TIWbH5LHAj9PsLwMeEEFYhRAlQATQ8aPsUCoVCoYhWwpkt/1UhRB16yL0H+AUAKeUtIcT3\ngFvo68B8Tkp5J2F5hUKhUCgUgCEYVH5ToVAoFIpYItzZ8gqFQqFQKFYZ5dwVCoVCoYgxlHNXKBQK\nhSLGiDrnLoSIOpvvBqUvuol1fQpFpBLrbe9u9YUzW/6OEUIkAj8NvAKMAC4hhCFWsuiVvuhmDeiz\nSim94bbjfhHL+mJZG6yJtnfP+iI+W14IcQC9ml0LMAl4pZRfCK9Vq4fSF92sAX1fBH4KeB64IqV8\nKcYenjGrL5a1wZpoex9IXzSEMXLRF5L5MPBfgYeEEJ+BmAnDKH3RTczqE0IcBD6O3nOQwB8IIbZL\nKYPRrg1iW18sa1tBzLa9EB9IX8T9BwghCoUQm1fsqgKWAKSU48CX0GvRE43LwCp9Sl8kI4SwrNhM\nB16RUjZJKb8NfAv4HxCd2iC29cWyNlgTbW9V9UWUcxdCfAU4j1697s9CK8W9Cnz29jlSyhPAVSHE\nfw2TmfeM0qf0RSpCCIsQ4i+BPwv1+kCvELnv9jlSyr8GLEKInw5d805LNkcksawvlrXdJpbbHtwf\nfRHj3IUQ6UAlUA78OPqX8/ellOeBViHEH684/R+ArLe9qUY0Sp/SF6mEQnx/i97buwb8thDiF6SU\n3wcyhRCfWHH67wEfAYiWsdtY1hfL2m4Ty20P7p++iHHugA/YAWRIKWeA7wEIIX4S+HngE0KIPaFz\nBTAkpfSFxdJ7Q+lT+iKVJKAW+AUp5bfQl1+uE0LsBT4P/LEQIi507jD6A8cUReOasawvlrXdJpbb\nHtwnfeFcFc4Q+tck9AzOOXRRt980bwAXgZ3AGPAHwE8IId4MnXPlwVt95yh9St+Dt/r9eXs4Vghh\nDD1Q+tCTr0APD14FPialPAO8BnxdCPFj6ON+iVLKQCSOa8ayvljWtpJYbXu3eVD6HrhzF0L8otBX\ng3MAhL5ot0NEZ4FKIUSNlNIPdKNnDCZKKf8B+FXgq1LKWinlyQdt+52g9Cl9kayPFW0+5By0UC/u\neaBeCJEppZwHmgG/0Jdd/k3gJfTs65tSyl8Mh+F3SCzri2VtMd/2HrS+BzbPXQixHvgXYDD0Y5NS\n/lTo2D8BX0cPG30aKJNS3k75Pwv8nJSy7YEYeo8ofUpfOOy+U4QQPwH8F/SHyEUp5XOh/U8CHYAL\n+GVgQkr51dCxi8CvSikvhbYtkRrujGV9sawN1kTbC4u+B9lzz0T/Yj4B/DqQLoT4s9Cx35RSXpFS\nDgHfBCqEEH8vhLiMXpVn5AHaea8ofUpfRCKEqEZ3Dr8GnAI+F3IYAMmAAf3h8hLwlBDiWSFEObrT\n8N/+nAh2DjGrL5a1rSBm216IsOi7bz13oafyVwJNUkqfEOIXgXVSyl8OHS8BmoD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AsSNHycS3BJcgyT3+J9QFAgEsJ3C9LFq13xcsWNhdzW7Nmnc5/fQzupO7EOIT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mWaS6ouQukSg0ZYLk7id1NcuL1Jf+cTYph+ayn9xb2rdKsET1RcldIlHKNpAt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\n5HrzFHIFSoUCxXwRt1DCLZR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- "text": [ - "" - ] - } - ], - "prompt_number": 6 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith'], model='simple'), label='simple')\n", - "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['apparent_zenith']), label='default')\n", - "plt.xlim(0,100)\n", - "plt.ylim(0,100)\n", - "plt.legend()" - ], - "language": "python", + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 7, - "text": [ - "" + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['zenith'], model='simple'), label='simple')\n", + "plt.plot(pyephem_ephem['zenith'], pvlib.atmosphere.relativeairmass(pyephem_ephem['apparent_zenith']), label='default')\n", + "plt.xlim(0,100)\n", + "plt.ylim(0,100)\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } ] }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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SoftwareVersion
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"output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] } - ] -} \ No newline at end of file + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/irradiance.ipynb b/docs/tutorials/irradiance.ipynb index 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YPhNLWEyLn8cV36vWKkzaY/jgF1fR0V3epmlaPvB3YDewFfgfTdMaaGo56KuU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\n7RX3FVY8SmxyN2NDCuElUggI0Qqm9xpFX/8R4FfD7w+9hTMwiC5feQq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YlSaLVgghxKCKunb+Z8Mp6pq7iIsOY92CTO5aMYXuzl6jowk3hQRbmT8tiW1Hqzl1oZnk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\nQy2clkzsuFC2F1XT1WM3Oo64ytu7LrD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OHaF79x706zeAr7du4YR/Dos//oD6zh5U1FUyOmYkY7qMpGNA1AUesW1IIXAOvp4+XB4z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\nx9uwr4AXP87Ex9uLH83uz/C0jmZHEqJdSCEghAl6dArnZw8MJiYigFX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pd.Series(pvlib.irradiance.extraradiation(times, method='spencer', solar_constant=1400), times)\n", "\n", - "spencer.plot(label='default')\n", - "spencer_1400.plot(label='1400')\n", - "plt.legend()\n", - "plt.title('Impact of solar constant')\n", - "plt.ylabel('ET Irradiance (W/m^2)')" + "spencer.plot(label='default');\n", + "spencer_1400.plot(label='1400');\n", + "plt.legend();\n", + "plt.title('Impact of solar constant');\n", + "plt.ylabel('ET Irradiance (W/m^2)');" ] }, { @@ -1719,7 +240,18 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-01-01 07:00:00+00:00 168.977587\n", + "2014-01-01 23:40:00+00:00 81.538632\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n" + ] + } + ], "source": [ "times = pd.date_range(start=datetime.datetime(2014,1,1), end=datetime.datetime(2014,1,2), freq='1Min').tz_localize(tus.tz)\n", "solpos = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", @@ -1744,294 +276,9 @@ "outputs": [ { "data": { + "image/png": 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0Ti6p5IwtcjP7LHA3XkGfD3zUzG5LdmAi6SJ+sXdaP5424uvJ9x3qoW9g2O9w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\nOb+pkM75+ZlbZWk+AC/sOEx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pvlib.clearsky.haurwitz(solpos['apparent_zenith'])\n", - "irrad_data.plot()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "irrad_data.plot();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -2066,383 +313,37 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-01-01 07:00:00+00:00 168.977587\n", + "2014-01-01 23:40:00+00:00 81.538632\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmcHOV97/tP9b53zz4azWgXhRa0oF0CSexgg7GxIfax\n", - "E+9gBxOfLCc+5ubkXuc48U1yfZLYOfFxTGwnThxjY4wxmwEhJKFdQgKhpbShdaTR7L3vdf/omZEE\n", - "0miW7q5efu/Xi5ek7uqqX9Ez/e3nqaeeR9F1HSGEEEKUJ5PRBQghhBBi7CTIhRBCiDImQS6EEEKU\n", - "MQlyIYQQooxJkAshhBBlTIJcCCGEKGOWfO1IVdVlwP+radotqqrOAH4MZIF3gEc1TdNVVf0i8DCQ\n", - "Br6padrzqqo6gX8HGoAQ8GlN07ryVZcQQghRyfLSIldV9U+BHwD2gYf+F/C4pmmrAQW4X1XVZuAx\n", - 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FumPSTVgUMy8dXU02lzW6HCEACXIhiq4n0cuG05tpdNSzuOVao8sRY1DnCLBi/BK6Et1s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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -2451,7 +352,7 @@ ], "source": [ "irrad_data = pvlib.clearsky.ineichen(times, tus)\n", - "irrad_data.plot()" + "irrad_data.plot();" ] }, { @@ -2469,714 +370,71 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-01-01 07:00:00+00:00 168.977587\n", + "2014-01-01 23:40:00+00:00 81.538632\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - 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+8yAisam5p4Xaznom5UzA5/W5HScmZSVlMiq9mG3NO+gP9LsdR0RERhAVtRJW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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3190,19 +448,19 @@ "\n", "irrad_data = pvlib.clearsky.ineichen(times, tus, linke_turbidity=None, zenith_data=solpos['apparent_zenith'])\n", "ax = axes[0]\n", - "irrad_data.plot(ax=ax)\n", - "ax.set_title('LT lookup table')\n", - "ax.set_ylabel('Irradiance W/m^2')\n", + "irrad_data.plot(ax=ax);\n", + "ax.set_title('LT lookup table');\n", + "ax.set_ylabel('Irradiance W/m^2');\n", "\n", "irrad_data = pvlib.clearsky.ineichen(times, tus, linke_turbidity=2.0, zenith_data=solpos['apparent_zenith'])\n", "ax = axes[1]\n", - "irrad_data.plot(ax=ax)\n", - "ax.set_title('LT=2.0')\n", + "irrad_data.plot(ax=ax);\n", + "ax.set_title('LT=2.0');\n", "\n", "irrad_data35 = pvlib.clearsky.ineichen(times, tus, linke_turbidity=3.5, zenith_data=solpos['apparent_zenith'])\n", "ax = axes[2]\n", - "irrad_data35.plot(ax=ax)\n", - "ax.set_title('LT=3.5')" + "irrad_data35.plot(ax=ax);\n", + "ax.set_title('LT=3.5');" ] }, { @@ -3220,389 +478,33 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - 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gy9GLxzco33+742dl9roIbbMl8s/jS9qJkwe01r8G3gYcnOlJQoi5c7Fbfdnr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\nYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3613,10 +515,10 @@ "ineichen_data = pvlib.clearsky.ineichen(times, tus, linke_turbidity=None, zenith_data=solpos['apparent_zenith'])\n", "haurwitz_data = pvlib.clearsky.haurwitz(solpos['apparent_zenith'])\n", "\n", - "ineichen_data['GHI'].plot(label='Ineichen')\n", - "haurwitz_data['GHI'].plot(label='Haurwitz')\n", - "plt.ylabel('Irradiance W/m^2')\n", - "plt.legend()" + "ineichen_data['ghi'].plot(label='Ineichen');\n", + "haurwitz_data['ghi'].plot(label='Haurwitz');\n", + "plt.ylabel('Irradiance W/m^2');\n", + "plt.legend();" ] }, { @@ -3649,293 +551,9 @@ "outputs": [ { "data": { + "image/png": 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5yATYfbCPwZMj6laPudHeFnWvS5gyGiM3s9+e4dtaRy6S9sT4uLZljbWlc2so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\nOVt2d5HUOLmMgwq5FLRkKsW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"plt.ylabel('Diffuse ground irradiance (W/m^2)')" + "ground_irrad = pvlib.irradiance.grounddiffuse(40, irrad_data['ghi'], albedo=.25)\n", + "ground_irrad.plot();\n", + "plt.ylabel('Diffuse ground irradiance (W/m^2)');" ] }, { @@ -3964,1078 +582,9 @@ "outputs": [ { "data": { + "image/png": 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AQJYseb/QeuTBwaHs27cbgISEC2RkpOPlVYNu3XqycOG7tGrVlrZtO7B48fu0bdu+0HMW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coh++gJ9nNfxQpqfE5KE2zcWXwSRuXQd7iSJLGzr48PW5tZ091FcEB45+gNTElKYqIliZKERLQK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\n4GzuIbCpB6snApgUpLGlhcQX5puet2/eUx5dECK2q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"data": { + "image/png": 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OTmHZst8NORZJ5EKMEt8W/h2LtZuFGZePyOlmA5mX/jO2lq9kTeHLTEk4BT9TgKdDEqPY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\nphmktPSfOOxx5OSMLrp9qvH7yqjb9zjt1VsAiM9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Gd9sGzODEcqJ7PJdjmn1UVb98yvac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\n2wYMm538NffijM2ceoN91cpxV+6Eyl0Y3a0Du8ykXNXazl2knE9qkQo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ground_irrad.plot(label=surf_tilt)\n", + " ground_irrad = pvlib.irradiance.grounddiffuse(surf_tilt, irrad_data['ghi'])\n", + " ground_irrad.plot(label=surf_tilt);\n", "\n", - "plt.legend()\n", - "plt.ylabel('Diffuse ground irradiance (W/m^2)')\n", - "plt.title('Ground diffuse as a function of tilt')" + "plt.legend();\n", + "plt.ylabel('Diffuse ground irradiance (W/m^2)');\n", + "plt.title('Ground diffuse as a function of tilt');" ] }, { @@ -5710,358 +700,9 @@ "outputs": [ { "data": { + "image/png": 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cx9HuZyegotNTrbX/t4/Dy/q43y2AZjWIDIH8gQO03XUnvro6Wv70z7yOc1T1i06n7rRF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\n0teX4UeFXGrevjvvANel+d1XkClmyec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- "irrad_data['GHI'].plot()\n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "sky_diffuse = pvlib.irradiance.isotropic(40, irrad_data['dhi'])\n", + "sky_diffuse.plot(label='isotropic diffuse');\n", + "irrad_data['dhi'].plot();\n", + "irrad_data['ghi'].plot();\n", + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -6093,365 +734,9 @@ "outputs": [ { "data": { + "image/png": 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4e9scbIaNywZMDXnCNE2TbXuP8MWWQ2zeVcm+stoTXpOc4GRIXjrDCzIZ0T+T2JjQjl2P\n6z2apfs+Y3npF5yZfRp9k3uH9PWECDdJ5EJ0YUv3LedwQwUTssfRI7F7yF6noamFJWv3s2Tdfg6U\n1wEQ47AxqF83cnok0aNbAskJMcQ4bbjcJrX1zZRXNbDnUA3b91exYuNBVmw8SHysg7FDenDuqL70\nSE8ISax2m51LBlzE39c+w5vbZnPXyFtk9rOwNEnkQnRRdc11zC35mHhHHJNzzwnJazS3uPlo1R7m\nrthFbUMLsTF2xg7pwdghPVE53XA6TjzNxjRN9hyqYZUu49Ov9rPwy30sXrOf04p6MnVcLplp8UGP\ne1B6IUUZA9lQvoWvDm9keCcPOQjRmSSRC9FFzdu5kLqWeqYXXEBSTGLQn39d8WFe+Xgbh47Ukxjn\nYPrpeVx23kAa6xr9eh7DMMjpkUxOj2SmnZ7Ll1sPM/vTEj5dX8rnmw9y0bhcJo3OwWEP7tzbi/tP\nYVPFVt4qfp/BGQNx2uR2J6xJ3tlCdEGH68tZsncZ6XHdgn7OeH1jC//5aCvLNhzAZhicMyqb6afn\nkRDnJCUxhjI/E/mx7DYbpwzszsmFWazYdIDXF23nzSU7WLHpILdMHUJ2VvC2V+2Z2J0z+4xl8d5l\nfLpvBWf1PT1ozy1EJJHlZ0J0QbO3z6PFdDEt/3ycdmfQnnf7/ip+NfNzlm04QL+eyfz6hlO46pxC\nEuKC9xoANpvBaUW9+MMPT2XCiN7sK6vlt8+vYtGXezFNM2ivMzn3HOLssczbuYCGloagPa8QkUQS\nuRBdTEnVblYfWke/5L6c1GN40J532fpS/vzyl5RXNXDh2H78/NqTg1ohf5uEOCffP38gd84YSozD\nxovzt/LMnM00t7iD8vxJMYmckzOemuZaFuz5JCjPKUSkkUQuRBcze8c8AGYMmILN6PivsNs0eX1h\nMc++v5kYh527rxjOJeMLgj5mfTwjC7N44MZTye+dwvKNB3jo1TUcrWsKynOf1fcMkp1JLNi9hKNN\nNUF5TiEiiSRyIbqQbZU72FpZzKD0Qvqn5XX4+VxuN8/O2cS8z3fTMz2BX1w3iqK8jCBE6r9uybHc\ne+VIRg/qzra9Vfz+xdUcrqrv8PPGOWI5P+9sGl1NzNu5IAiRChFZJJEL0YV8sPNjAC7IO7fDz9Xc\n4uaJtzewfONB8nuncN+1J9MzRGu7fRXjtHPL1CFcOLYfhyrr+dPLX3Kwsq7Dz3t671PJjEvnk30r\nKK+vCEKkQkQOSeRCdBHHVuP5qf069FzNLW4ef/Mr1mw7zKB+3fjpFSNIig/uhLZAGYbBJeMLuGR8\nPhXVjfzppS8pLT/xDnLH47A5mJI/CZfpYk7J/CBFKkRkkEQuRBcRrGrc5Xbz1OyNbCipYFhBBv9z\n2TDiYyNvJeqFY3O58pwBVNU28dCraymv6tis85N7DKdPUi++OLCG/TUHghSlEOEniVyILiBY1bjb\nNHlu7ha+3FrGwJw07ri4CKcjcs/tPndUXy6bUEDl0UYeem0t1bWBT4CzGTam5p+PickHJR8FMUoh\nwksSuRBdgLcav7CD1fisRcUsW3+AvF7J3HnJsIhO4l6Tx/Rj8pgcDlbU8chra6lvbAn4uYZkDKRf\nSl/WlK1n79H9QYxSiPCRRC5EhPNW44PTFXkdqMYXr9nHh5/voVdGAndfPiIiu9O/y6XjCxg/oje7\nD9Xw1OyNuN2BbRpjGAYX5p0HtH84EqKrk0QuRIRrHxsP/GCUjTsreGn+VpLindx12fCImdjmK8Mw\nuOa8QobkpfPV9nJeX1Qc8HMNTi8kLyWHdWUb2HN0XxCjFCI8JJELEcGCUY2XltfyxNsbsNngRzOG\n0j0Ep411BrvNxm3ThtArI4H5X+xh6brAusYNw+DCfE9V/r6MlQsLCEvfmlKqO7AaOBtwA8+1/v8G\n4A6tdfA2WxaiC/NOygq0Gm9oauHvb62nvrGFm6YMorBvWjDD63QJcU7uunQYv31+FS9+qMnOSiK/\nd4rfzzOw2wDyU3NZf3gTu6r30C+lbwiiFaJzdHpFrpRyAk8BtYABPALcp7U+s/XraZ0dkxCRaFvl\ndrYe2R5wNW6aJi/M05SW13HOqGxOK+oVgig7X/duCdw6vQi32+TJd9ZTU9/s93N4xso9EwdlBrvo\n6sLRtf4g8CRQ2vr1SVrrpa1/ngsEPhAohIV8UNKxsfHFa/axYtNBCnqncPlZ/YMZWtgNyU1n2ul5\nlFc38vR7m3AHcGKa6taf/ml5bCjfQknV7hBEKUTn6NRErpS6HijTWnu3VjJa//OqAVI7MyYhIlFH\nq/GS0mpeWbCNpHgnt00v6tQDUDrLlHG5FOWls35HOe8v3+X39V+bwS5VuejCOnuM/AeAqZQ6BxgB\nPA9kHfN4MnDElyfKykoOfnQRxMrts3LbIDjte2LDIgCuGjmVrEz/nq++sYVnnl6Jy21yz7WjUAVZ\nJ77ID5H08/vZ9aP5n0cW8+4nOxgzrDeD/TzwJStrBB/vK2TjIU2lUUYWyRHVvlCwcvus3Lbj6dRE\nrrUe7/2zUmoRcCvwoFJqvNZ6CTAZ8Ol4orKyo6EJMgJkZSVbtn1WbhsEp33bKrez8dBWBqcruplZ\nfj/fc3M3U1pey+RTc+ibHh/Uf+9I/PndNGUwf375Sx58cRW/uWG03+vjz+0zkY2HtvLymnf5zbl3\nR1z7gikSf37BYuW2wfE/pIS7v80Efgr8Rin1GZ4PFm+ENyQhwqt9bNz/XdzWbC1j6bpScronMf2M\n/GCHFpEK+6Zxwdh+HK5q4JWPt/l9/YBu+RSmFbC5YitbD+8IQYRChFbYtnbSWp91zJcTwhWHEJGk\nbWw8Q5GXmuPXtVU1jfx77hacDhs/nDoEpyPcn9M7z7TT89iwo4JP15cyvH8GJ6vufl1/Qd45bF2z\nnTc2vs8PB18fmiCFCJHo+U0XogvwblByQa5/1bhpmvx77hZq6pu5bEIBfTITQxFexHLYbfzwosE4\nHTaen6c5UtPo1/UDuhUwIC2ftQc2yQx20eVIIhciQmyt3M62IzsCqsY/23CAr7aXMyS3GxNPzg5R\nhJGtd2Yil00ooKa+mRc/1Jh+LknzDmV8sFNmsIuuRRK5EBHigwCr8aqaRl5dsI3YGDvXTR6IzTBO\nfJFFTTw5G9U3jTXbDrNKl/l1bWG3AgZnDWBTuWZntVTlouuQRC5EBOhINf7SR1upbWjh0vEFZKZ2\nzX3Ug8VmGFw/eSBOh42X52u/d327rGgK0D7hUIiuQBK5EBEg0Gp81ZZDrNZlDMhO5ayT+oQitC6n\nR3oC00/Po7qumdcW+DeLfUj3Qvqn5bGxfItU5aLLkEQuRJgFWo3XNjTz0kdbcdhtXB/lXerfdN7o\nvvTrkcyyDQfYsKPcr2u9e7DPlapcdBGSyIUIs0Cr8dcWFlNd28S003PplRFds9RPxG6z8YMLPB9u\nnp+naWhq8fnaAWkFFKR69mDfVb0nhFEKERySyIUIo0Cr8W17j/DpV6VkZyUxabR/Y+rRIqdHMpPH\n5FBe3cB7y3b6fN3XT0aTqlxEPknkQoRRINW4y+3mxQ+3AvD9ScqSB6IEy5TTcslIiWP+F3vYd7jW\n5+sKu3mr8s1SlYuIJ3cAIcIk0Gp84ep97C2r4fShveifLYcFHk+s085V5w7A5TZ5eb7va8sNw2g7\nPnbuTqnKRWSTRC5EmHir8Qv92FP9SE0jb3+yg8Q4B5eeVRCq0Cxl5IAshhdksGX3EVZuPujzdapb\nfwpSc1l/eDO7q/eGMEIhOkYSuRBh4K3Gh2QMJDfF92r89YXFNDS5mDG+gJSEmBBGaC1XnVuI02Hj\ntYXF1Df6NvHNU5XLbm8i8kkiFyIM2sbGW7tvfbF5VyUrNh0kt2cy44f3DlVolpSVFs+FY/tRVdPE\nO5+U+Hyd6taffG9VflSqchGZJJEL0ckCqcZbXG5emq8xgGsnKWw2WTPur8mn5tC9WzwLVu9l76Ea\nn66RGeyiK5BELkQnMk2T90vmA/5V40vW7qe0vI4zR/Qmr1dKqMKzNKfDzlXnDMBtmryyYJvPE988\nVXk/1h/exJ6j+0IcpRD+k0QuRCfSlcUUHynxqxqvbWjm3U9LiIuxc/EZ+SGO0NqGFWRSlJ/O5l2V\nrC0+7NM1Xxsrl6pcRCBJ5EJ0EtM0mbPDU41PyTvP5+vmfLaTmvpmppyWS0qiTHDrqO9NHIDNMHht\nYTEtLrdP1wzsNoC8lH58dXijVOUi4kgiF6KTbKrYSkn1LoZnDiEnxbczww9V1rFg9V4yUuI4d1R0\nnjMebL0zE5l4Uh8OVdbz8SrfJrAdO1Yue7CLSCOJXIhO4KnGPwTgwnzfq/E3Fm+nxWVy6YQCnA57\nqMKLOlNPzyMxzsF7n5VQXdfk0zUD0z1V+brDG9lzdH+IIxTCd5LIhegEG8o9y5dGdh9Gn6RePl2z\ndc8RVukyCnqnMHpQ9xBHGF2S4p1MPyOf+kYX7yzd4dM1stubiFSSyIUIMbfpZs6O+RgYXJDr20x1\nt2ny2kLPWdpXnD0AQ44oDbrxI3rTKyOBJev2s8fH5WiD0gvJS8lhXdkG9kpVLiKEJHIhQuyrso3s\nrdnPyT2G0zupp0/XrNx0kJLSo4we1J3+fWQ/9VBw2G1cefYATBNe9XE5mmEYTPaOlUtVLiKEJHIh\nQsjldvFeiX/VeFOzizeXbMdht3HpeNlPPZSK8jMYVpDhWY62zbflaIPTC8lNyWFt2Qb21ZSGOEIh\nTkwSuRAhtOLAKg7UHmRsr1H0SPRtnHv+F3uoqG7k3FOyyUyLD3GE4oqJ/bEZBq8vKqa55cTL0Y5d\nV/5+iezBLsJPErkQIdLoauL9HR/htDl9nqleVdPI+yt2kZzg5MIxuaENUADQKyORs0b24WBlPR98\n5ts+7IPTCz0z2Ms2sP3IztAGKMQJSCIXIkQW7fmEqqZqJvY9g7RY38a53/6khMYmF9PPyCchzhHi\nCIXXtDPySIh18Mp8TU198wn/vmEYzBhwIQBvFc/xebtXIUJBErkQIXC0qYaPdi0myZnIuf3G+3TN\nnkM1fPLVfnpnJnLmcN+WqIngSIp3MnVcLrX1nu1wfZGfmsvI7sPYWb2bLw+tC3GEQnw3SeRChMDc\nnQtocDUyOfcc4h0nHuc2W5ebmSZcflZ/7Db51exsE0/OpldmIou+3Edpea1P10zLn4zdsPPu9rk0\nu30751yIYJO7hRBBtr/mAJ/sW05mfAan9znVp2vW7yhn085KhuSlMzQ/PcQRim/jsNv4wZQhuE2T\n1xcW+3RNVkIG47NPo7yhkiV7l4U4QiG+nSRyIYLINE1mbX0Xt+nmsgFTcdhOPM7tcrt5bWExhgFX\nnNVfNn8JozFFPRmYk8a67eVs3Fnh0zXn555NgiOeuSULqGo8GuIIhfhvksiFCKLle1az9ch2ijIG\nUZQ5yKdrlnrPGh/em+zuSSGOUByPYRhcMXEABvDagm243SeexJboTOCi/Ek0uBp4q/i90AcpxDdI\nIhciSBpaGnlh7Zs4DDuXDpjq0zV1DS28/UkJsTF2pstZ4xGhX89kxg3txd6yWj75yrdtWE/vM4Z+\nyX1ZdXAtWyq2hThCIb5OErkQQfLejnlU1B/hnH4TyErI8Oma95e3njU+th+pctZ4xJgxPp9Yp523\nl+6gvvHEk9hsho3vDbwYA4PXtr4tE99Ep5JELkQQFB8pYfHeZfRJ7sn5/Sb6dE3ZkXo+WrWHjJRY\nzh3VN8QRCn+kJcVywZgcquuaeX/5Lp+uyUnO5szs0zhUd5h5cma56ER+7zihlIoBrgKmAgMAN1AM\nvAO8qrU+8W4KQoTBruo9LNv/OckxSYzPPo2UmOSgPG+Tq4mXNr+OgcFto6/FaTp9us571vglEwqI\nccpZ45Fm0ugclqzbz/wv9jBhRG+ftsudmj+JDYc38eGuRQzJHER+ar+gxOJyu1he+gUlVbvp3y2f\nMT1PlkmRoo1fFblS6kJgCTAE+DdwDXAlMBMYDnymlPJtcFCITrTn6H4eXv0Ey/avZN7OBfx+5SNB\n21rz7eL3Kasv56y+p1OY6ds497a9R/hiyyHyeqVw6qAeQYlDBFeM084l4wtocbl5Y8l2n66Jc8Tx\n/cHfA+BzEYYQAAAgAElEQVSFTa/S6GrqcBzNrmaeWDeTV/RbrDiwipc2v878XYs6/LzCOvztWh8A\nnKm1vkdr/Z7Wep3WepPW+n2t9f8C44D+wQ9TiI55p/h9XKaLawZdzoz+U6hrqecf657pcDJffXAt\nS/ctp3diTy7Kn+TTNW7T5NUFnglRV8pZ4xHt1ME9yOuVwuebD1G8t8qna/qn5XF2zpmU1Zfzmn67\nQ9u3utwunt34Elsqt1GUMZCfnnw7yTFJzNu1kKNNvp2hLqzPr0Sutf7b8brOtdZNWutHOh6WEMFz\ntKkGXVlMbkoOY3uN4uycM7mx6Bqa3S08sW4me476NjP5mw7UHuI/W94kxh7DjUXXEGP3bbLayo3H\nnDWeLWeNRzKbYXDl2QMAeGXBNtw+JuUp+ZPol9yXlQdWs2TvZwG9ttt08/ymV1l/eDOD0gu5aej3\nyU/N5Zyc8TS5mlhbtj6g5xXW42/X+nCl1FqlVIVS6lmlVPIxj30Z/PCE6LjNFVsxMRmRVdT2vRFZ\nRVw36AoaXY38Y+0zHKor8+s5q5uO8sS6mTS4GrlaXUJPH48obWx28Yb3rPEJctZ4V9A/O5XRg7pT\nUlrNyk0HfbrGaXPww6HXkuxM4s3i99hcsdWv13Sbbv6z5U1WH1pHQWouNw/9Ps7WzYWGZ3rex7rC\nt93nhPX527X+JHA3UAg0AouOSebSPygi0r6aUgDyvjHxaFTPkVxeOJ2jzTU8vvYZjjT61nVa01zL\nE+tmUt5QwQV55zKq50ifY/lw5W4qjzYyaXRfMlPlrPGu4tLxBTjsNt5YvJ3GZpdP13SLS+Omoddi\nw+BfXz3v8zCOaZq8se09lpd+QU5yNrcN/8HXensy49NJiUlmZ/WeQJoiLMjfRB6vtV6ktT6stb4d\nWAzMbp3JLkRE2l97AIBeif89qezM7LFMyZtERUMlj695muqm42+xWdlwhL99+U/2HN3HuN6juSD3\nHJ/jqDzayAcrd5GaGMMFY4Izm1l0jsy0eM47pS+VRxuZ//lun6/rn5bHTUOvpcV08fd1z7D+8Kbj\n/n236eYV/SZL9i6jd2JP7hhx438dumMYBn2SelHZeIT6lvqA2iOsxd9EXqOUukAp5b3uHqAUeBNI\nCGpkQgRJac1BUmNSSHR++1v0/NyJTOx7BgfqDvHnLx6j+Mh/H2NpmiZryzbwpy8epbT2IBOyx/E9\nNcOviWpvLdlOU7Obi8/MJz5Wzhrvai4c24+UBCcfrPD0qvhqaOZgbiq6BtM0eeqr55m9fR7Nrv+e\nalTV6BmuWbb/c/om9ebHI28myZn4rc/ZPSELgLL68sAaIyzF37vJzcC/gEzgBa21qZT6PvAQcH6w\ngxOio1xuF5WNRxiQ9t3LwgzDYEb/KSQ5E3lvx4f89csnKcoYxPCsISTHJFFWX87qg+vYWb0bh2Hn\nssJpjO9zml9JfOeBapZtOEBO9yROHypnjXdF8bEOpp+ZzwvzNG8v3cENF/q2lz7A8Kwi7j7pVp5e\n/yIf7lrIitIvOLXXKPolZ+My3RQf2cGK0lU0uZsZnK64oeiq4x5/mxHXDYCK+kpykrM73DbRtfmV\nyLXWm4EzvF8rpbpprSuB/1FK/T7YwQnRUTXNnnOlT7T5i2EYTMqdSGG3At7Y9h4byjezoXxz++MY\nDM0czPSCC3ye2OblNk1enu+Z7HTF2QOw2WQ6SVd15rDeLFy9l2XrSzn75Gz69fR9U6F+KX35xak/\nZd7OBXyyb/l/rQVPi01lRu5ExvU+FZtx/M7SdG8ib6j0vxHCcgLZ2S0ez0Ywt+OZ/PYvAK21f9N+\nhegE3rW2STG+nSqWl9qPe0b9iNLag+w4spPaljrSYlMp7FZAWmxgS8WWfVXK9v3VjB7UnUH9ugX0\nHCIy2GwGV5w9gIdfXctrC7dxz5Uj/eqZiXPEMr3/BZyfO5HiIyUcrCvDMAz6JvUmL7WfT8feQvsH\n02pZSy7wM5ErpR4GzgHeBaZprX2f9SFEGBxt9tzokp3+HQ/aK7HHt06O81dNfTOzFm8n1mnniokD\nOvx8IvyG5KYzvCCDddvLWbPtMCcVZvn9HHGOOIoyB1GE793zx0pu/WDqfX+L6ObvZLdeeJadHQKq\ngx+OEMHlrciTY7590lCovbV0BzX1zUw7PY9uybFhiUEE3+UT+2O3Gby+qJjmFnenv35bIpeKXOD/\nGPlVSqkeeCa9faGU+q3W+gV/nkMpZQeexrMW3QRuxfPh4Dk8B7BsAO7QWge+r6EQrWraErl/FXkw\nlJRWs2TNPnpnJnLOKJmQZCW9MhI566Q+fLxqLx+s2MW00/M69fXj7LHYDTt1zXWd+roiMvl9jKnW\n+qDW+rfAQGBBAK85BXBrrU8HfgH8AXgYuE9rfSaejWWmBfC8QvyX6jAlcrfb5KX5GhO4+txCHHY5\nMdhqLj4jn27Jsby/fCf7D9d26msbhkG8I466loZOfV0RmQK6uyilBgIPAr9TSv279b+ZvlyrtX4X\nuKX1y1ygEjhZa7209Xtz8YzDC9Fhta0VS6Kjc7c5mP/FHkpKjzJmSA+Z4GZR8bEOrjm3kBaXyfPz\ntvi8D3vQXt8RR4NsCCMIMJEDbwNH8OzstuSY/3yitXYppZ4DHgVe5uvbu9YAcpKECIomt+cYSV8P\nNAmGgxV1vP3JDpITnG0HbghrGlmYxckqi217q1i6NrDDdwIV74iXilwAASw/a1WptX6gIy+stb6+\ndbz9cyDumIeS8XxIEKLDmlp30IrtpETudpv8+4PNNLe4ufHCQSQnyO7FVnf1uYVs2lnJrMXFDCvI\nID0l7sQXBUG8I45mdzMt7hafl60Jawr0p/9c6wYwC4AW7zeP6R7/Tkqpa4FsrfUfgXrABaxSSo3X\nWi8BJuPD2HtWlu8bMXRFVm5fp7bN7plR3LtHOk67M+QvN+fTHWzdW8XYob244IwCS541buX3Jvjf\nvqysZG6cOoS/z1rHix9t5YGbT+uUTX9SE5KgEpLSnCTH+j4HxMo/Pyu37XgCTeQTgFOA077x/bN8\nuPYNPB8ElgBO4C5gC/B06+Erm1r/znGVlR3/cIuuLCsr2bLt6+y21TTUYTNsVJbXYxih7YbcV1bD\nv9/bSGKcg8vG53P4sPWWBln5vQmBt29kfjoj+meydtthXpm7ifNG54Qguq8zWzwjo/sPVZAe59v4\nvJV/flZuGxz/Q0qgiXwUUBjIEjGtdT1wxbc8NCHAWIT4Tk2uZmJszpBXxk3NLp6avZGmFjc3Tx1C\nWpKsGY8mhmFw/eSB3P/sSt5Ysp1Buen07R7alRIxrT1MTd9yAIuILoFOdlsPDAtmIEKEQpO7qW2i\nW4vLjd5dyb4QLBV6bVExe8tqmXxabkA7fYmuLyUxhhsuHESLy+TJdzZQ39hy4ov8UF3bxKadFVTX\neiZweud9NLmagvo6ousJtCIvAL5USh0AvO8iU2v93UdMCREG3or8aF0Tf3r5S0rLPcvRhhVk8IPJ\nA0kNQuX8ybr9LPpyH32yErlxahHVR2STjmg1rCCT80fnMO/z3Tz93iZ+dMlQbB3sDXKbJu8t28n7\ny3fS4jKJddq5Y0ZR2wfURknkUc+vilwp5e2kn4YnmY/DMy5+FjAxuKEJ0XFNLk9F/uqCbZSW13Gy\nykL1TeOr7eX87oXVlJZ3rDov3lfFi/M1iXEO7pwxlFinPUiRi67qkgn5DOrXjbXFh5n96X+fbe8P\nt9vkuQ+28O6nJSQnxHDOqGxaXG5mvr8Zm+l5rzW5pWs92vlbkc9SStnwzCqfq7X+KgQxCRE0Ta4m\n7IaTL7YcondmIrdNL8IA3vtsJ+98UsIfX/qS//3eCHJ6+D/bdW9ZDY/OWofbDbdOL6J7t87ddEZE\nJrvNxq3ThvDb51cxe9lOUpNiOWtkH7+fp8Xl5l/vbWLVlkPk9kzmJ1eMICneSYzDzgcrdnGowlOJ\nS9e68Ksi11qfD8wANgO3KqWWKaWeVUpdopRKCUmEQgTI5XbRYrpoaoQWl8m4op7YDAPDMJg6Lo/v\nn6+orW/mL/9Zw/Z9VX4998GKOh5+dS21DS1cN1kxJDc9RK0QXVFyQgw/uWIEyQlOXvpQs3zDAb+u\nb2p28fe31rNqyyEKs1O558qRJMV7JreNGeI5lW//Qc8qDEnkIpC91mu01rO11rdrrccBDwH9gFeD\nHp0QHeDtcmxqvc8V5qR97fEJI/pw00WDaWhy8dCra9m8q9Kn592+v4o/vLSaqtomrjpnAGcM6x3U\nuIU19ExP4CeXjyAu1sHTczYx/3PfTn2uqW/mkdfW8tX2cory07n7ihHEx7Z3nvbJTCQjJZYD5Y0A\ntLiDO6lOdD3+nkdeAswHPgI+1lof0VpvxlOhPxKC+IQImHdZTkMD2AyDvln/vRxo7JCexDjsPDV7\nA3+btY5rz1OMG9rzW5eruU2TBav28saS7bS43Hx/kmJCAF2mInr065nM/7tqJH+dtY5XFxZTcuAo\n155XSELct29OtPvgUZ58dyMHK+o4ZWB3bpoyGKfj6/WWYRjk9kxhTZlJLNBsSiKPdv6OkZ8PnAFc\nBPxRKVVBe2L/TGst7ygRMbxdjnV1Jr0yEoj5joloJ6ssfnzJMJ54ZwMzP9jMyk0HOH9MP1TfNBx2\nGw1NLXy1vZy5K3ez68BRkuKd3HHxUIYVZHRmc0QXldMjmV9cO4p/vruBlZsOsmlnBZNG5zBmcA/S\nU+IwTZPS8joWr9nHojX7cLlNzj81h0snFHznjPdemQmsOeRJ8FKRC3/PI9eABp4BUEr1wZPc/47n\nJDMZJxcRw3tgiqvFRmbq8fe/LsrP4IEbRvP8vC1s3FnJxp2VOOwGcTEOauubMfGc7DN6UHeuPKeQ\n1ETZQ134LiM1jp9dcxLzVu7m/eW7eGPxdt5YvJ2EWAdu06ShyeX5eylxXDtJnfBDYve0BHB7E7kr\n5PGLyOb3OnKlVDwwHpiEZzc2G7AQT2UuRMTwdq2bbptP68Uz0+L56fdGsnXPET7ffJCS0qPUN7bQ\nJzORAX3TGDO4B70zE0MdtrAou83GhWNzGT+iD59vPsiGHRUcOlKP3WbQMz2BEQMyOWVgd5/Ors9I\niQVTKnLh4e8Y+XygEPgMT+J+WGu9NxSBCdFRLrO1UjFtpCX5XkEX9k2jsG/aif+iEAFIincy8aRs\nJp6UHfBzpCXHYrolkQsPf2etdwMOA3uAXcDBoEckRJC4Tc/JZ5hGUHZwEyJSpCZKRS7a+buO/BQ8\nx4yuA64HNiulPlBK3aWUGhSC+IQI2NcqchnTFhYSH2vHbnhu3zJrXfg9Rq61LgP+A/xHKeUEvg/8\nBM/yM9mfUkQMl3cSkFTkwmIMwyDBGUszUpEL/8fI0/CcQT6u9b/+wErgCTwT3oSIGMd2rSfFB3o+\nkBCRKSE2liokkQv/K/LdwDI8SfsnwFqttTvoUQkRBK7WRG6anmVkQlhJfGyMJHIB+J/Ii7TWx91n\nUCnVS2td2oGYhAgK9zFj5HIqmbCaxBjP7nBNLbKOPNr5m8gfUErtA57XWm899oHWyW43AL2Aa4IU\nnxAB81bkhmngdPp9rIAQES0+xjOBUypy4e/ObtcrpaYATyulCoH9QAuQDWwHHtRavxf8MIXwn3ey\nm91u/86tLoXoqmKdnoq82SUVebQLZNb6HGCOUiodKADcQInWuiLYwQnREd7Jbk6bjI8L64lvnfch\nW7SKgO9wrYlbkreIWN515E67jI8L64lzOjCbDUnkwv/zyIXoKrxj5E67VOTCeuJi7GBKIheSyIWF\necfIpSIXVhTbmshdksijXsClilLqamAw8Edghtb6haBFJUQQNLk8s3ljHFKRC+uJddrBtLX1PIno\nFVBFrpT6M3ABMANwAj9QSj0SzMCE6KimltZELl3rwoKcDhuYRvt+CSJqBdq1Pgm4FmjQWlcC5+I5\nTEWIiOFN5LEO6VoX1uO0exK5VOQi0ET+zY+Asd/yPSHCqr1r3RnmSIQIPqfDhikVuSDwRD4LeBVI\nV0rdDXwCvBK0qIQIAu9GGTJGLqzI07Vuw0Qq8mgX0B1Oa/0npdT5eA5R6Qvc37pRjBARw7ssx2GX\nxRnCepwOz6x1t3SGRr1AJ7v1ASZqrf8X+DtwhVKqR1AjE6KDvMtyHIZU5MJ62ie7SUUe7QItVV4G\ndrT+eR+wFHgxKBEJESQut+cG57BJRS6sR7rWhVegd7h0rfU/AbTWjVrrp4Gs4IUlRMe1mN6udZm1\nLqzHO2tdErkINJHXK6Uu8H6hlDoHqAlOSEIEh9u7s5scmiIsyDtr3cQMdygizAK9w90CvKyU8nan\n70HOIBcRxru+VipyYUUOuwGmAYaJaZoYclRv1Ap01vpaYIhSKgNo1lpXBzcsITrOe/qZwyaJXFiP\n3W4DPMnbxMRAEnm0CiiRK6VOAu4D0gFDKQVgaq0nBjE2ITqkrSKXrnVhQXZba0UOuE03NkMmdUar\nQO9wLwD/BDZC2wCNDNSIiOLd8SpGutaFBX09kcvtN5oFmshrtdZ/D2okQgRZW0UuO7sJCzIMo607\nXdaSR7dA73AfKqV+DMwDGrzf1FrvDkpUQgSB9+bmlDFyYVHeCW6yBC26BZrIv4+nK/3ub3w/r2Ph\nCBE87rbJbjJ2KKypvSKXrvVoFuis9dwgxyFE0LlNN6bb8OxJLYQFGdgwka71aBforPWBwO1AIp71\nDw4gV2t9ZhBjE6JD3LjBNDyTgoSwIAOjNZFLRR7NAu1zfA2oBEYCa4HuwNxgBSVEMLhNN5g27HZJ\n5MKajNZbuIyRR7dAE7lNa/0r4EPgS2AaMCloUQkRBG7cgIFdxsiFRdkMmbUuAk/ktUqpWGArcLLW\nuhHIDF5YQnScaUrXurA2o3UTGOlaj26Bzlp/CZgDXAWsUEpNBvYHLSohgsDEBNPw7EkthAW1z1p3\nhTkSEU4BVeStm8HM0FqXAROAp4CLgxiXEB3mPRXKsye1ENZjk4pc4GdFrpS6RWv9lFLqV4CplDq2\n1BkKPBDU6IToANM0MaVrXViYTXZ2EwTetW4c8//mMV8fl1LKCcwE+gGxwO+AzcBzgBvYANyhtZaP\nl6LD2ipySeTCotrHyCWRRzO/ErnW+qnW//91gK93NVCmtb5WKdUNWAesAe7TWi9VSj2JZwb8OwE+\nvxBt2sfIpWtdWJN3jNzllkQezfztWj/a+kcbEA9UAy14jjM9qLXudYKnmAW8ccxzNAMnaa2Xtn5v\nLnAekshFUHg6i2QdubAq7/Izl1TkUc2vUkVrnay1TsazIcxlWus0rXUmMBn4yIfra7XWNUqpZDxJ\n/RffiKEGSPUnJiG+i7cil651YVXeDWFaXDJrPZoFOkZ+ktb6Bu8XWusPlVJ/8eVCpVRf4C3gH1rr\nV75xXTJwxJfnycpK9ifeLsfK7eu8tnnGyHv2SOnU/dat/LMDaV8kcbS+r5NSYn2Ouyu1z19Wbtvx\nBJrIjyqlfgi8gqeivh4oO9FFSqkewHzgdq31otZvr1FKjddaL8FT2S/wJYCysqMn/ktdVFZWsmXb\n15lt81bkFRW1bV2QoWblnx1I+yKNd/l4RWUtZc4Tx93V2ucPK7cNjv8hJdBEfg3wd+ARPGXPR63f\nO5H78HSd36+Uur/1e3cBjymlYoBNtI+hC9EhZusYeWclcSE6m3fWunStR7dAjzHdBVx07PeUUvE+\nXHcXnsT9TRMCiUOI4zPbZvUKYUU2mbUuCPwY00uB+/EcY2oD7HjWhfcIXmhCdIzp+xYHQnRJ3orc\nJTu7RbVAu9b/AtwE/AT4PZ6Tz2qCFZQQwWFKGheW1rb8zC1d69Es0J0yKrXWC4EVQGrrBjGy17qI\nLEb78hwhrMjWVpFL13o0C/QuV6eUKgS2ABNajzSVbnURYaS7UVhb23nkbnmvR7NAE/kv8HSpvwec\nDRxEdmMTEcck8Le4EJFPtmgVEPgY+WCt9WWtfz5FKZWuta4IVlBCdJRpmq1d60JYl+GtyGWyW1QL\ntFz50bFfSBIXkcZ78hmmpHJhXTY5/UwQeEW+Rym1EFgJNLR+z9Ray3nkIiKYrRWKIZvBCAtrGyOX\nRB7VAk3ky2k/i9xL7pgiYnhvbLIhjLCytlnrMtktqgWayPO01tcHMxAhgkm61kU0MAwDTJm1Hu0C\nHSMvaj2KVIiI1FaRS9e6sDDpWhcQeEXuBnYrpTRQ3/o9U2s9MThhCdEx3opcutaFlbXt7CaJPKoF\nmsjvDWoUQgRZ+3IcSeTCutpnrUvXejQL9PSzxUGOQ4igapu1LolcWFj7zm5SkUczvxK5Uup47xZT\na23vYDxCBIV0rYtoIBW5AD8TudZa9rsUXYIsPxPRwDuZ05REHtUkMQtLkopcRAMbMmtdSCIXFtV+\nPrMkcmFdhk32WheSyIVFeU+DMgx5iwvr8o6Rm3Jkb1STu5ywJO+WlVKPCyuTrnUBksiFRbXv7CZv\ncWFd7ZPdwhyICCu5ywlLcss6chEFDNm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crj8KuuUxqudwdlbv5uuDa8IcoRA/TBK5EGEwd+d8Gl1NTM07k0TH8e9zm97p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\nncxZvIM/vfg1P79iJDm9Ah/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"ealSpUqVKlVglY68VKlSpUqVKrBKR16qVKlSpUoVWKUjL1WqVKlSpQqs0pGXKlWqVKlSBdb/ANI3\n", - "4Ym2sZ74AAAAAElFTkSuQmCC\n" - ], - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -6859,13 +780,13 @@ "surf_tilt = 40\n", "surf_az = 180\n", "\n", - "sky_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['DHI'], irrad_data['GHI'], \n", + "sky_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "sky_diffuse.plot(label='klucher diffuse')\n", - "irrad_data['DHI'].plot()\n", - "#irrad_data['GHI'].plot()\n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "sky_diffuse.plot(label='klucher diffuse');\n", + "irrad_data['dhi'].plot();\n", + "#irrad_data['ghi'].plot();\n", + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -6877,455 +798,9 @@ "outputs": [ { "data": { + "image/png": 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hH5fS9egDVfkvm2MXoBBRIIlciDiJtBqfsOArfElFZHs7M7Bz9xhG2PClJadw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\nIp7CSuRKqXGBPx+L8PX+AOQppa4yDCM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pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['DHI'], irrad_data['GHI'], \n", + "klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -7365,581 +840,9 @@ "outputs": [ { "data": { + "image/png": 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N1n58ipTkGP7r1tFER168SKWmaaT2jaW8uon6xpYutUeoRRK5UF7x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\n+IfW1qXe0tIS5EhEMAU6kb8O/PgT7+0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+852,17 @@ "source": [ "surf_tilt = 40\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['DHI'])\n", - "iso_diffuse.plot(label='isotropic')\n", + "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic');\n", "\n", "for surf_az in np.linspace(0, 270, 4):\n", - " klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['DHI'], irrad_data['GHI'], \n", + " klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - " klucher_diffuse.plot(label='klucher: {}'.format(surf_az))\n", + " klucher_diffuse.plot(label='klucher: {}'.format(surf_az));\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -7978,371 +881,9 @@ "outputs": [ { "data": { + "image/png": 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Som4EiHBYhj5uLhgx6KxYq7wLU2ZNd3aoZNLqTXyyNbG78vUvymdo9+K9Pi7Z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\nyW4dgSnAz6y1M2I3f2iMOdV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"irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot()\n", "\n", - "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['DHI'])\n", - "iso_diffuse.plot(label='isotropic')\n", + "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic');\n", "\n", "for surf_az in np.linspace(0, 270, 4):\n", - " klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['DHI'], irrad_data['GHI'], \n", + " klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - " klucher_diffuse.plot(label='klucher: {}'.format(surf_az))\n", + " klucher_diffuse.plot(label='klucher: {}'.format(surf_az));\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -8388,498 +929,9 @@ "outputs": [ { "data": { + "image/png": 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L/Pn/Oa1zq0kSufB4uuBgGVoXHuXw0PqZ9siLv/6SQ1t+a42QmvifPYTwa469wteSJd/z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\n8nWSciVcpNZ6KqNud57yra6Ys61Muxe7bQjcABz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surf_az, \n", - " irrad_data['DHI'], irrad_data['GHI'], \n", + " irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", - "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", "reindl_diffuse = pvlib.irradiance.reindl(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], irrad_data['GHI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], irrad_data['ghi'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "reindl_diffuse.plot(label='reindl diffuse')\n", + "reindl_diffuse.plot(label='reindl diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -8925,410 +977,9 @@ "outputs": [ { "data": { + "image/png": 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atslqaEKI/kuCXIguOI86GoDG774NcyVCCNE1CXIhuhCrjsQUF0fDKtm9LoTo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\n7/4odoRK5tXXUvLkQooXPkrWbbdjH9z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ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", "reindl_diffuse = pvlib.irradiance.reindl(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], irrad_data['GHI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], irrad_data['ghi'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "reindl_diffuse.plot(label='reindl diffuse')\n", + "reindl_diffuse.plot(label='reindl diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -9381,534 +1032,9 @@ "outputs": [ { "data": { + "image/png": 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S92Rfh3JKDo57/kddunSlS5euPogo8EgiF4HtGKM7xYZBqRP27ykio0/bGzu5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\n5qyhqvLkxmZXVZWfvt9OlU0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db2dRAc/9+jr1xmLCHSn87by/BnwSP8io1/PEqAn0DhqO\nqqvn45wP+GT98qOuq9WHEZ9xPVpdGJX7FlFbvtmrsbYWuVXQvvmiaf0lYCawv/F1f4vFsrLx74XA\n+T6ISYg2x+N2UJL1MS5HBREJ5xBuGnjU9Vbu3sb0zf/CY6ihE7352wUTmzVGeSDRaDTcMWQs/5dw\nFYqq4Wfr97z187yjrqszRmHKvB5FG0RZ3jfUWXd5OVohWpZXE7nZbJ4AlFgslkWNbyk0rTLVAJHe\njEkEKv+uoageN6U5n+Oo209oTF8iO5x31PUWbFnNp3kfomqdDAgZyWMjrw/I++HN9X89B3Jbt1vB\nGcR2x6+8uPQ/R+3RbgiOJz79GhRFS2nOXOpr8n0QbQuRx8/aPW/XyG8CRpvN5mVAX+B94PCutOFA\npZdjEoHMD09yqqpSlj8fe3U2QRFdiEkZe9RZrj5Zv5yFB74C4E8JV3DzoIu8HWqb1Dc5nQf634XG\nEUYBm5m6+B3qnc4j1jOGJRPX+SpU1UNJ9qc460p8EK0Qp8+rnd0sFsu5B/9uTOZ3Ai+ZzeZzLRbL\nCmAMsKQ5+zKZwlsnyDYikMvnjbJVBumpAmJiQgn28md5uuUr2PUdtoothEam0GXABLQ6wxHrvLLo\nK1ZV/hdF1XHTGRMY02fAaR3zZPjDb9NkCmda4qM88t0rlBuymLpsJq9d+cCRtxxM/QkN8ZC79TNK\ncz4mLn4SJlOUb4I+RbsAvU7T7O/FH76/UxXIZTseX88koAIPAu+YzWYDsB2Y25wNS0qqWzMunzKZ\nwgO2fN4qm72uoQZWXl6LQee9z/J0y1dV/BuV+5ajM8YSlXI15RX1QH2TdV5f+SW7XKtR3AYmdB3P\nmUldvPZ78affphEDz5x7D8+tmEW1oYC7v/gHT4+468hkrjcTlTSKysIl7F7/LnHpN6LR+VEfA0XB\n6XQ363vxp+/vZAVy2eD4Fyk+S+QWi+Xwm34jfBWHCHB+1LJeW7GVyn2L0OjCiM+4Dq0u5Ih1Xl3x\nBXvca1GcwUzsdQtnJKX4IFL/ERkcynMjJzF16UxqDfuYuuwtpo6YSGRwaJP1wuOH4HbWUF2ympLs\nTzFlXo9Gc/w50IVoK2RAGCHaAHt1DmV581A0Dc8664xHNu9O/+nrhiTuCOH+/hMliTdTsMHAs6Mm\nEu5Iod5YzNPL36KitukocIqiENXxAqIT+1Jfu5eyQB2XXQQkSeQiMPnRc7UOWxEl2Z8BCqb0qzGE\nJB6xzsxfFrDTuQrFGcy9/W4nw3TkOuLYgvQGnhl1B5HONBzGUp5Z+SZlNTVN1lEUhbSefzk0yUqF\nDOUq/IQkciF8yFVfQXHWx6geB7GplxEU3vmIdd5d9T1b638Cp5G7+9xK14QkH0Tq/4x6PU+Puo1o\nVzpOYxnP/fQmFbVNk7lGo8OUfjX64ERqyjZgLVrho2iFaD5J5CKgKW34JrnbWUtx1kd4XDVEd7qI\n0OgzjljnvdWL2Fi3HFwG7ux5K90Tk70faAAx6BqSeYwrA6exnGdXzjhispWDQ7lqDVFUFa2kunSd\nj6I9CdJy0K5JIhcBqm2f2DxuByXZn+CqLyciYSjhprOOWOc/a5ewpmYxuPTc2v1menVM9UGkgUen\n1TJ11K3/a2ZfPpMau73JOlp9GPGZ16PRhVCxdyG2yp0+ilaIE5NELoSXqaqb0ty5OGyFhMb0JrLD\nyCPW+WzDCn6t+hHFrWd8l/H0S073QaSBS6fVMnXkbYQ7khs7wM2kzuFoso7eGIMp41oUjY7S3C+x\n1+T5KNrjO9pgQaJ9kUQuAlsbO8epqkpZ3nzsVXsICs8gJuXiI07EX276hRUV34NHx7UZ13NW564+\nijawNdwzv4MQRxJ1hv1MXXpkMjeGJBHX+WpQVUqyP8NRV+yjaE+kbbdAidYliVwEpjZ4XlNVlcp9\ni7BVbMEQ0pG4zlehKE3HRf9my28sKZ0PHg3j0q5jaMbRZzsTLSNIb+CZkXcS5Eig1rCP++a+isPV\ndDjX4IgMYlMvRXXbKcn6CJfD6qNohTg6SeRCeEl18a9Ul6xGFxSHKeMaNNqmQ68u3LaOHw98DShc\nmTKO4V2O7PwmWl6IIYinR9yFsd5EpTaXZ5a8i8vtbrJOaEwvopJG43ZWU7znI9wum4+iFeJIkshF\nYGsj9w9ryjZSWbgErT7iqKO2/XfnJhbsnwsoXJJ0NaPMfXwTaDsVHhTMk8PvwuiIo1Kfw7NL5uDy\nNE3mEQmDCY8fhKu+lJLsT/F4jpyIxWfaYAuU8B5J5EK0MlulhfL8b9Fog4nPvA6doelMvct2beHr\nvZ8BKn9KvJyLevT3TaDtXHRoKK9c+hC6+mjKdLt5Ycn7R0yBGpU0mpDoXjhqCyjNmSujv4k2QRK5\nCEhqG6mi1Fl3U5o7F0Wjw5RxDfogU5PlP2dt54u8T0DxcIHpUsb2PNtHkQoAU0QEU4behbY+kgPa\nnYG1eSkAACAASURBVPx9WdP5zBVFITblEoLC07FX7aY8/1vfj/7WRlqdhO9IIhcBzncnubqqPZTk\nfI6Cgil9HMbQTk2Wr87ZxSfZ/wGNi/Nix3JZnyE+ilQcLiEikkcHT0TjCGefspVpKz5rslzRaInr\nfBWG4A7Ulm/CWrjE98lctGuSyIVoBfaqbEqyP2tI4hnjjhh6dX1+Fh/sfh9V42JY5Biu6jfMR5GK\no0mKiuGhsyaiOP6/vfuOk6o+Fz/+mbp9WcqCrohihMeGiqISG2pQ8ado9Gq8KYrmYmJJNKZ4E68x\nVZMYjV5vitFcA6ZobkgxMaIiJhAVG4KKwCMBC10WWLawfc7vj++ZZUHKArtTvvO8Xy9eLDOzM9+H\nc+b7nG89ZbwbzOOeWVvfXTkaK6L6Q58gXjSA+vefp27V01lN5nYhUdgskRs/ZbFia970FuuWPQLA\noIMupbhi681c5i9fxoOLfwnxdk6oOJOPjzl9e29jsmzYgEF8aczVRNpKWdL5Ej/+55+2ej6WKGPw\niEnEiwbR8P4cNq54IjsJ1brWC54lcuO3DNdx61e9Et7JDKoPupSSyg9t9fz8Fe/wwKIHId7GMaVn\nMOn4MzNbQLNbhg8awvWjPwPtxSxqn8PPn39sq+fjiQqGjJhEongwjbUvs+G9vxIEnTt4N2P6hiVy\nY3pBEATUr53DOwt+RyRWxOCDL6Ok8uCtXvPGynd54M3/hXgbR5ecxn+MnZCl0prdMXJIDdeOmgzt\nRbzeMpsHX3hyq+ddy/zyrjHzdUsfJtXZsoN3M6b3WSI3ftpOD2fb5jXUr32OxtpX6Wir772PSnWw\n4b2/ULdqBomiSoaMuIKi8q3vUvbmqve4b8EvINHKUcXjuOrD/6/XPt/0vcNrhnHVYVdCR5JXmmby\nq5dnbvV8LF7K4BGTKK4cQUvDMta+NYWOtrpe+/xUqp3NGxdSv/Y5NtcttjFxs5V4tgtgTN9yfeuN\nta+yYXn3btEoZQOPomrfM4glyvb43Tta67pugJIsrUHGXMmmhq23XV24ejk/fcMl8VFFp/KZE8/d\n488z2XP0/gdxZWoSv9QpzKl/kvgr0a3mN0RjSaoPupSNK5+icd1LrFl8PwOGXUBplezxZwZBQNOG\n+dStmkmq225yJf0OCbf4tfFxY4ncFICOtk1sXPEE0VgJ/YdOINXZTMO6V2haP4/mukVU1XyEsoHH\n7FalGAQBjetfpW7lDIJUG2UDjmLA/ueSLK6Choau181bvoxfLPwlJFo5InkyV590Xl+EaDJkzAEj\naOu8jN8sfYh/bppO8wttfHrs2V3PRyJRBgydQLJ4MBtXPEHt27+jfNCxVNV8hGiseLc+q7VpJRtX\nTKdt8yoi0QSVQ04iWbofDe/PoXnTYpo2zKd84Gj3YmuhFzRL5MZTWyq2pg2vEQQd9K+ZQNmAUQCU\nDxpDY+0r1K16hg3L/0bj+vlU7Tee4vJd3/O7pfFd6lbNpK1pBZFYMQMP+Cil/Ud94ELguaWL+O3S\nX0OinVFFp3D1SRN7N0STFScedAixyBU8tOQh5m6eSfOzLVx38gVbvaZ80DEky4ay/p0/0Fg7l811\ni6na93TKBhxFJBrbwTs7ne0N1K16hqYNrwFQ2v8IqmrGE09WApAsrWHVm/9NY+3cLYncFDRL5MZ7\nzXUKRCmtOqzrsUgkSkX18ZRUHUrdiifZXLeQ95dMpah8OOUDR1NcedBW+6F3tG2ipX4pjRvm09a0\nAnDdm/2HTuiqYLubsXi+23Y11snY8rO4/PjxfR6nyZwTho+kJDGZn7/5IAt5jrv+0cKNp15CNLpl\n2lGyZDD7yFXUvz+H+jX/ZMPyx9i0ZjZlA4+mtN8hJEoGE4m41wepTlqb3qNp4wKaNrwOQSeJ4iH0\nH3o2xRUHbvXZ8WSl21muYSkdrXW2/MxYIjd+C4IO2ppXU1Q2jGj8g12b8UQFg4ZfTGvTCupWPUNr\n49u0Nr4NQDReRjSapLNzM0Fna9fvFFceTL99Tv3ATm1pj8ydxeyN0yEScMaA87l49Ml9E5zJqiOH\nHsgNiau5d979LEvO5VtP1/O10ydRnNhyV7tINE6/fU6hbMBRNLw/h8b1r1K/Zjb1a2YTicSJxt38\njM72etK9SPFkfyqHnEjZwNFdiX5bxZUfoqVhKa1Ny90D1rVe0DKeyEUkBjwAjMSduVcDrcAUIAUs\nAK5TVTszzZ4Lz56ODjdzOFEyeKcvLyobypARl9PeUsvmjW/SunklHS3rCYIO4olK4uUDKCo/kNJ+\nI4kX9d/ue6RSKb7x6FQWtbwAQZyJNRdxzuFjejUsk1tGDqnhK8ddx49eeoDaoiXc/PS9fO2Uz1Bd\nvnUvTTxZSf+hZ9Nv39Np3vQWLQ3LaGteQ6qjGQh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"text/plain": [ - "" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4VFX++PH3ncnMZJJMeu8JgaFX6QIBRERRsa5rQ0VR\n", - "VtTv2lZx17qrv11dXWXFRQXb2huCSpEugnQILQOkV9InySSTaff3RyALmIQEkmk5r+fxMZm55XNm\n", - "wv3cc+4pkizLCIIgCILgmRSuDkAQBEEQhPMnErkgCIIgeDCRyAVBEATBg4lELgiCIAgeTCRyQRAE\n", - "QfBgIpELgiAIggfzcfYJ9Xq9GngXSAOswIOACXgfcAAHgfsNBoMYFycIgiAI5+CKGvk9QIPBYBh3\n", - "8uf3gH8CCwwGw0RAAq52QVyCIAiC4HFckcj7A6sADAbDUSAOmGIwGDaffH8lcIkL4hIEQRAEj+OK\n", - "RL4PmAmg1+vHABGA32nv1wNBLohLEARBEDyOKxL5UqBWr9f/DMwCDEDVae/rgBoXxCUIgiAIHsfp\n", - "nd2AUcB6g8HwsF6vvwgYDRzV6/WTDAbDJmAGsK69A8iyLEuS5IRQBUEQBMEttJn0JGcvmqLX60OB\n", - "zwF/wExzhzcF8A6gBg4D95yj17pcXl7X3aG6TESEDm8tnzeXDUT5PJ0on+fy5rIBRETo2kzkTq+R\n", - "GwyGKmBaK2+lOzkUQRAEQfB4YkIYQRAEQfBgIpELgiAIggcTiVwQBEEQPJhI5IIgCILgwUQiFwRB\n", - 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pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic diffuse');\n", "\n", "klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['GHI'], \n", + " irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", "reindl_diffuse = pvlib.irradiance.reindl(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], irrad_data['GHI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], irrad_data['ghi'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "reindl_diffuse.plot(label='reindl diffuse')\n", + "reindl_diffuse.plot(label='reindl diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -9960,441 +1086,9 @@ "outputs": [ { "data": { + "image/png": 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C3jFNlr0ShtUS5B4JctExlf7rDWrXrW35/qDZdMb1z8/EOXQYru+ffoev7du38otf3ENV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\nsQEEqRR7fP9YBjTPobYhzYsPvh53SGslk3Yj8gA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"klucher_diffuse.plot(label='klucher diffuse')\n", - "\n", - "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", "reindl_diffuse = pvlib.irradiance.reindl(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], irrad_data['GHI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], irrad_data['ghi'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "reindl_diffuse.plot(label='reindl diffuse')\n", + "reindl_diffuse.plot(label='reindl diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -10453,490 +1146,9 @@ "outputs": [ { "data": { + "image/png": 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SuTCk41x9BoAtIQGA+oMHfBCNEEJ4jyRyYWzK0cfWW3rkB6VHLoTo2CSRi07J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\nrFIC4RJsfw6WZZNMxIhHG4m21xGNVEIyAYDtyyK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"text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xl8VNXZwPHfncxkJstkn+w7gcuO7JuAiIJYVLRq3arW\n", - "tb5V+1atFaxa91qtVrEqblXbWl5XRK0gm2wiskNYLkt2SMi+zySZmfv+kRBB2clkyM3z/Xz4MHPn\n", - "Ls+ZSfLMWe45iq7rCCGEEKJrMvk7ACGEEEKcOknkQgghRBcmiVwIIYTowiSRCyGEEF2YJHIhhBCi\n", - "C5NELoQQQnRhZl9fQFXVkcCfNU2bqKpqLPAGEAEowPWapuWpqnorcBvgBp7QNO1LX8clhBBCGIFP\n", - "a+Sqqt5Pa+K2tm36C/BPTdMmAA8D/VVVjQfuAsYAU4CnVVUN9GVcQgghhFH4uml9D3AZrbVvaE3W\n", - "KaqqLgSuBZYAI4BVmqa1aJpW23bMQB/HJYQQQhiCTxO5pmmf0NpcflA6UKlp2vlAAfAHwA7UHLJP\n", - "HRDuy7iEEEIIo+jswW4VwLy2x58Dw4BaWpP5QXagqpPjEkIIIboknw92+5GVwM+AfwETgGzge+BJ\n", - "VVWtgA3o07b9qHRd1xVFOdYuQgghhJEcNel1ViI/uDLLvcCbqqreAVQD12iaVqOq6kvAClpbCGZq\n", - "mtZ8rJMpikJZWZ1PA/Ynh8Nu2PIZuWwg5evqpHxdl5HLBq3lOxqfJ3JN0/JoHeSGpmkFwOQj7PMm\n", - 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diffuse')\n", + "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic diffuse');\n", "\n", "klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['GHI'], \n", + " irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", - "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", - "king_diffuse = pvlib.irradiance.king(surf_tilt,irrad_data['DHI'], irrad_data['GHI'], ephem_data['apparent_zenith'])\n", - "king_diffuse.plot(label='king diffuse')\n", + "king_diffuse = pvlib.irradiance.king(surf_tilt,irrad_data['dhi'], irrad_data['ghi'], ephem_data['apparent_zenith'])\n", + "king_diffuse.plot(label='king diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -10990,14 +1202,36 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n" + ] + } + ], "source": [ "sun_zen = ephem_data['apparent_zenith']\n", "sun_az = ephem_data['apparent_azimuth']\n", - "DNI = irrad_data['DNI']\n", - "DHI = irrad_data['DHI']\n", - "DNI_ET = pvlib.irradiance.extraradiation(times.dayofyear)\n", - "AM = pvlib.atmosphere.relativeairmass(sun_zen)\n", + "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "airmass = pvlib.atmosphere.relativeairmass(sun_zen)\n", "\n", "surf_tilt = 32\n", "surf_az = 180\n", @@ -11008,7 +1242,7 @@ "#Dhfilter = DHI > 0\n", "\n", "# epsilon is the sky's clearness\n", - "eps = ( (DHI + DNI)/DHI + kappa*(z**3) ) / ( 1 + kappa*(z**3) )" + "eps = ( (irrad_data['dhi'] + irrad_data['dni'])/irrad_data['dhi'] + kappa*(z**3) ) / ( 1 + kappa*(z**3) )" ] }, { @@ -11020,248 +1254,9 @@ "outputs": [ { "data": { + "image/png": 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"plt.ylim(0,9);" ] }, { @@ -11466,195 +1309,9 @@ "outputs": [ { "data": { + "image/png": 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ebin.dropna().astype(int)\n", - "ebin.plot()" + "ebin.plot();" ] }, { @@ -11676,290 +1333,9 @@ "outputs": [ { "data": { + "image/png": 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ryOY87npke9DhiIjILOrsGeLhZ/eyaF792N4AYXPcJGCA89YupKOllgee2q1W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\nhAst+ljMNY7Hvh/3tVAGjcW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K7VKd5+rq8ivo9Hfzdu8uHm98is+s/tiSxpMqkpjP0ZMtz9E3NsD1FVexufiS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\ngbNV9a6m8dOADwIV4FJV/UK3a1rRzmPekd8JwGhywTBb8pd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+1416,9 @@ "outputs": [ { "data": { + "image/png": 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iFJEgF8IKzBYL7xzNob3LwJYlyYwJ9XZ0ScPW1ddFQUsJBc1FFLWWUNVZi9Fs/LPPU6DA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\nlnidyR4ZFsT3p40gJMjF88sL2VdU7aOW9hwp5H6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AlVE3tYiINL96yziX6G5qFXCJiEgTq1dTJ7NlrEsoiojIMlCu1lvGSUzGmtokIiLLQLmc\n5DFjdVOLiMgykIqpTWoZi4hIM9uRjBPcMtbUJhERaWalNCRjdVOLiEgzm14OM5/AbmpdKEJERJaD\n6W7qbCJbxqqmFhGR5ldO8nKYKuASEZHlYE8W/cjvyY7M7EXAX7n7aWZ2GHAVUAXuA97l7jUzOwc4\nFygDF7n79+baZyE6QyiVVcAlIiLNa8clFPdhzNjMzgc+D7RGD30auMDdXwJkgDPNbB1wHnAS8Crg\nEjNrmWu/rYXw0lOlynwhiIiIpNZCTW16GHgTIfECHOfuN0W3rwdOB04AbnX3krsPRT9z9Fw7bSnk\nAJhUMhYRkSa2IFOb3P1aQtdzXWM7exjoAbqBwRken1VLPiTjqZK6qUVEpHlVFqKbegaN2bMb2A4M\nAcWGx4vAwFw7aal3U5fVMhYRkeZV2oNq6j0q4NrFnWZ2qrv/BHgN8CPgNuBiM2sF2oAjCcVds+pb\n3UUum6FGhr6+4lxP3SeLue/FkLZ4IX0xpy1eUMxLIW3xQvpiTlu8sDAx56Oe4LV93bM/51nsrz4H\n6U+Bz0cFWvcD10TV1JcCNxNa2xe4+9RcOxsYGKOlkGNkbIr+/uFnEcae6+srLtq+F0Pa4oX0xZy2\neEExL4W0xQvpizlt8cLCxTwyFtLh4OAYfSvaZ3zOHiVjd3+UUCmNu28EXjrDc64Arng2AbYUsqqm\nFhGRprZjnnECl8MEaM3nmNI8YxERaWKJvmoTqGUsIiLNLwXJOKd5xiIi0tTKlRrZTGZ6GeiZxNtN\nXchRrtR0TWMREWlaE1MVWlvmTrfxtozz9SUxlYxFRKQ5jU+W6Widu1469m5qQEVcIiLStMYmy7Qn\nOxmHl9e4sYiINKNqrcZE8pNxfX1qJWMREWk+E5MVapDsburWgi4WISIizWt8Mlxnqb0twcl4RwGX\nWsYiItJ86sk40S3jtpYQ3PhUeZ5nioiIpM9YvWWc5GRc7CgAMDQ65zUlREREUqmejDuS3E3d09UC\nKBmLiEhzGp9IQcu4p7MVgEElYxERaUJjaRgz7u5Uy1hERJpXKpJxsb1AJqOWsYiINKfhKL91RTVS\ns4k1GWezGYodLUrGIiLSlDZvHwegr7d9zufFmowBejpb1E0tIiJNafPAOJ1teTrbEtwyBujtamVi\nqsLIeCnuUERERBZMtVpjy+A4a1Z0zPvc2JPxhnVdADz69FDMkYiIiCycbcMTlCs11qyYu4saEpCM\nn7NfNwC/fErJWEREmscT/aMArN2DZDx3rfUSOCRKxhufHIw5EpHFVavVmCpXmZyqMDFVZmKqwsRU\nhclSJbpdjraFx6ZKVcqVKrl8jpHRSUrlKqVKlVI5PF6/Xy5XqVRr1Go1qrVwybZaNdwOj0W3o8eg\nRjaTIZPJkMlAJpMhu8v3HY9nyOezFHJZCvkM+VyWfC5LIZ+Nbmco5LLhOfksrYUcbS05Vq3opDRV\noq0lP/3Y9PfodmtLjmwmE/efRWTR3LVxCwDPO3jlvM+NPRn3dLWyYV2Rnz+yjU1bR9lvVWfcIYnM\nqVSuMDRaYmS8xOhEibGJMqMTJUaj7+F+mdHxnbdNTJWp1RYmhgxQyO9IirlchgwZ8jnIZrIhkWZD\nUs1GSTWTCTMYgOnEXavVqNV2vr/j8RqVao3xiRJDlRrlKPEv0K9AhrAqUUdb+OpsK0Tf83S0FXb+\n3pqns71Ad0cLxY7C9OVXRZJqbKLM/zzUT3dnC4ft3zPv82NPxgBn/MbBXHbdvVz6jXt568sP56hD\nVpLRGbMskWqtxshYiaGxKYZHpxiq3x6bYmi0FL6PTTE8Gh6fmNrzq4y1FnJ0tOVZ1d1Ke2snrS05\n2lrytEUtw7aWxlZjfvp+SyE8ls9lWLumm6HBsZ2TbzYTy/9IPUGXK1XKldp0K73eUp8sVZicqtDS\n3kL/lpGdWv6TUxUmS+Xp2+NTFcaiE5Vnto0zWRrZ4zhaW3J0dxQodrTQ3dFCV0dI1PXHip0Fiu0t\n9Ha1UOxsUQtcltRTW0b5yo3OyHiJN5zynOmT4LkkIhkfd8RqXvOig7j+Z4/xmavvZkWxlaMOWcVJ\nL1jHEQf2xh2epFStVmNiqsLA8CTbRyYZGJ6kVNvEk08Ph/sj4fHBkSkq1bnbe7lshmJHgTW97RQ7\nw4d+Z3uBrunWXPS9fecWXT6372UZfas7ydeScc3vTCZDPpeZ9/fq6yvS3z/8rPZdrlQZmyxP9yaM\nzdDTEE6MwvfhsRK/enp43r9dNpOhp6uF3q5Werta6C22Tt9e0RVut3W2UqvV1AiQvTYyXuL7//Ur\n7n54C5u2jgFwzGGree1JG/bo5xORjDOZDL912mGceORafnjH49z98BZuuvspbn/wGS57/6lxhycJ\nNVWqsHVoInwN1r9PMjA8wcDIFNuHJ5mc41rZuWyG3q4WDt6vSG9nK92doQu0uzO0thrvd7Tm9UG9\nyPK5bNS6bdnjn6nVaoxPVnb0XuzSwzE4Msn2kSm2j0zy+OZhfrlp9sSdz2Xp7WphVXcbK7vbWNXT\nxqru1h33u9tobVH3uMzs1ns3ccPPHqOlkOWFh67i5KP243jr2+PPjUQk47oN64qcfcbzqFZrXPKV\n/+YXTw3pbHWZqtVqjE6UG5LsxG6Jd3hs9rnpXe0F1qxoZ0Uxag11tdJbbOXg/XvJVqv0drXS1VFQ\n92XKZTKZ6THntSvnnstZf09tr/eU1BP18CRjUxU2bxtl2/AkDz2+fdZx8c62PKuiRF1P0CujhN3X\n206xo6DPq2WqPnx13v86mufvQcHWrhKVjOuy2Qxt0aLa5UqVQl5no82oXKmydXCCzdvH2TwwTv/2\nhq/BCSZnGZvN57Ks6m7lgL4uVvW0sbqxJdPTxoquVgr5mbtR96b7VJpDJpOhq71AV3uBA9Z07bSt\n8X1RrlQZGJ5k29AEWwYn2DY0wdahyej7BE8PjPHY5pnHt1sLOVb3ttHX005fb3u43Rvd7mmjVYVn\nTatcCUNJrXuZrxKZjAEK0ZhUqVyjkNgoZT5jE6UZku0EmwfG2TY8MWN1cVtLjjW97aEF0pBkV3a3\nsrq7TQU5sqjyuex0ArUZtjf22tQT9NahCbZsn4hOJMd5MppfuquezpZo322sjhJ2X5Swe4utel+n\nWKkcknE+v3d/w8SmuXzUsqmfbUgyVao1tg6GD6HNDS3bevIdjS6svasVxVYO37+HvhXtrIk++Oq3\nu9rV1SfJ1djC3rCuuNv2erLeqadn+wRbBsPtR54a4uEZ1lXI5zKs6qn/P7Tt9H/R19Ou8eqEK0W5\nam+LNhObjAu58GFcP9uQ+EyVKjuS7UDUso0+ZLYMTsx4whRaF20cun8Pfb3RB8yK6MOlp03zRKVp\nNSbr+gqDjSrVKgNDk9PDMbsm7Xu3jc2438ZWdV9vO4cetIK2XIa+3nZ6Olt0AhuzcpSrCs2WjOtn\nF/O1jGu1Gvf9chtDo1OcfNR+SxFa06mfyW8eGGfz9jH6B3Yk3s3bx9k+MvNVtbraCzxnfTcrulpY\nE529r4kSrrrcRGaWy2ZZ3dvO6t52jpxh+9hureodvU47tapvfXT6Z1ryO7rW+3rr/4dt0Vh1+6w1\nFDK7sYkSl3/jbg5bV+SYw1fPe7JTjqtlbGb/A9T7Wh4BLgGuAqrAfcC73H2vF+upd1OX5kjGQ2NT\nfOkG538e6gfgiAN7571m5HJVrdYYGJ6c/qfevEvCHZ/cvTs5k4GVxTaO3LCi4R98R7dyR1teBVEi\nC6yjLc+GdcUZu8Ar1Spbo1b1eLnGLx8f2Gl46Mktu49VZ4DeYuvO3d69bazp7aCvt03DQrO4/cHN\nXP/TRwE44oAezn3981nZ3Tbr80uVkO729sRnr5KxmbUBuPtpDY99G7jA3W8ys88BZwLf3KuoaCzg\nmjkZbxkc5xNfu5MtgxPTj/VvH58xGfdvH+fRp4d57Jlhtg5OMDg6xdDoFMdbH2948SF7G2KiVKqh\nAnTrYKgAbZwCVK8ILVd2PzcqRGfUFp3ITCfcFaH6cyEWrRCRhZHLZllTPyHuK9J/2KrpbY09XDvV\ncAyEorKHHt+OP759t322t+ZC9fcuJ9t9vWGWQjN8BlSqVf7hmz/nmYGxsGpbZwure9o4oK+Lg9cV\nZ5wWV88tG9YWeeiJQf7iC7fzgbe8kIPX7T70ADu6qZe6ZfxCoMPMfhDt4yPAce5+U7T9euCV7Esy\nnqOAa3Bkkr/5ekjEZ5x0MKt72rjq+gd3Ssxbto9zwx1PcMtdT/LUDGeLuWyGb9/6KI9vHmHD2iIH\nru1iw9oiK4qtiTtLLFeqDEYLF2xvWMRg29BklHTHGRieojrLwsfdHQUOXFPcqetqTW87a1Z00NOl\nymSRZtA4Vn3I+t0TRqlcYcvgBP3bJ3YutBwcn3W6VjaTYWV3KyuKDV9drazoDlMIe4thDn/SEnat\nVmNodIontozyZP8od23s58HHtpPPZaevpNRozYp2jjlsNaces376+gj928cBePebjuKuh7fwtX97\niL/917u54G3Hs3aG6xPXe3ELS1xNPQr8jbv/k5kdDtywy/YRYP6VsecKrD5mvEvLuFarceX3H6R/\n+wSvP/lg3vDiQ3jgVwMAbB2cYGS8xNU/fphb732aaq1GIZ/lmMNWc8SBvRy0tou1Kzro7mzhmYEx\nLr3mHu7cuIU7oytrQJhW09dwZri6JxRHFOvr4EarMe3JWqO7qtXCWr71K/eMTpQYHS8xMlFmZLxE\nLZth85ZRRsbDKkL1BDzX4hb1LqhD9u9mdcM0oOnb3SqWEhEo5HPst6pzxovx1JNX4zBWf8NUrYef\nGJx1IZQMUOxsobc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irrad_data['dhi'][ebin.index]*( 0.5* (1-F1)*(1+tools.cosd(surf_tilt))+F1 * A[ebin.index]/ B[ebin.index] + F2*tools.sind(surf_tilt))\n", "sky_diffuse[sky_diffuse < 0] = 0\n", "\n", - "sky_diffuse.plot()" + "sky_diffuse.plot();" ] }, { @@ -13274,587 +1477,157 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 00:01:00-07:00 169.097614\n", + "2014-01-01 00:02:00-07:00 169.214451\n", + "2014-01-01 00:03:00-07:00 169.327996\n", + "2014-01-01 00:04:00-07:00 169.438139\n", + "2014-01-01 00:05:00-07:00 169.544779\n", + "2014-01-01 00:06:00-07:00 169.647799\n", + "2014-01-01 00:07:00-07:00 169.747096\n", + "2014-01-01 00:08:00-07:00 169.842555\n", + "2014-01-01 00:09:00-07:00 169.934066\n", + "2014-01-01 00:10:00-07:00 170.021526\n", + "2014-01-01 00:11:00-07:00 170.104821\n", + "2014-01-01 00:12:00-07:00 170.183853\n", + "2014-01-01 00:13:00-07:00 170.258507\n", + "2014-01-01 00:14:00-07:00 170.328687\n", + "2014-01-01 00:15:00-07:00 170.394298\n", + "2014-01-01 00:16:00-07:00 170.455237\n", + "2014-01-01 00:17:00-07:00 170.511422\n", + "2014-01-01 00:18:00-07:00 170.562764\n", + "2014-01-01 00:19:00-07:00 170.609182\n", + "2014-01-01 00:20:00-07:00 170.650607\n", + "2014-01-01 00:21:00-07:00 170.686964\n", + "2014-01-01 00:22:00-07:00 170.718206\n", + "2014-01-01 00:23:00-07:00 170.744270\n", + "2014-01-01 00:24:00-07:00 170.765115\n", + "2014-01-01 00:25:00-07:00 170.780709\n", + "2014-01-01 00:26:00-07:00 170.791016\n", + "2014-01-01 00:27:00-07:00 170.796029\n", + "2014-01-01 00:28:00-07:00 170.795735\n", + "2014-01-01 00:29:00-07:00 170.790141\n", + " ... \n", + "2014-01-01 23:31:00-07:00 164.363555\n", + "2014-01-01 23:32:00-07:00 164.540566\n", + "2014-01-01 23:33:00-07:00 164.716443\n", + "2014-01-01 23:34:00-07:00 164.891160\n", + "2014-01-01 23:35:00-07:00 165.064660\n", + "2014-01-01 23:36:00-07:00 165.236911\n", + "2014-01-01 23:37:00-07:00 165.407863\n", + "2014-01-01 23:38:00-07:00 165.577471\n", + "2014-01-01 23:39:00-07:00 165.745678\n", + "2014-01-01 23:40:00-07:00 165.912450\n", + "2014-01-01 23:41:00-07:00 166.077721\n", + "2014-01-01 23:42:00-07:00 166.241433\n", + "2014-01-01 23:43:00-07:00 166.403541\n", + "2014-01-01 23:44:00-07:00 166.563982\n", + "2014-01-01 23:45:00-07:00 166.722695\n", + "2014-01-01 23:46:00-07:00 166.879619\n", + "2014-01-01 23:47:00-07:00 167.034678\n", + "2014-01-01 23:48:00-07:00 167.187818\n", + "2014-01-01 23:49:00-07:00 167.338956\n", + "2014-01-01 23:50:00-07:00 167.488025\n", + "2014-01-01 23:51:00-07:00 167.634949\n", + "2014-01-01 23:52:00-07:00 167.779647\n", + "2014-01-01 23:53:00-07:00 167.922042\n", + "2014-01-01 23:54:00-07:00 168.062054\n", + "2014-01-01 23:55:00-07:00 168.199594\n", + "2014-01-01 23:56:00-07:00 168.334565\n", + "2014-01-01 23:57:00-07:00 168.466893\n", + "2014-01-01 23:58:00-07:00 168.596476\n", + "2014-01-01 23:59:00-07:00 168.723224\n", + "2014-01-02 00:00:00-07:00 168.847028\n", + "Freq: T, Name: apparent_zenith, dtype: float64\n", + "2014-01-01 00:00:00-07:00 NaN\n", + "2014-01-01 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GKjMlRQbHwsOO/ykUEmGRPsR0C6R7rxC8fNwa3JekUOA3fgJeAweT9/kSDIeS\nSH/xOUJvvQOvAQNbdvCdkDE1BSQJbWxcE2s1/MO1JPtHDKVHah/nKRTY7C2b/czDrzf+kZc3utxo\nNPLyy89RVlZKZGQUdrsdWZZZuvQTSkqKqa6u5sUX/0leXi4rV/5QOwOZcOFEIhe6pNOJ3JiagtfA\nQc4Op91U7vuTvCUfYzca8R45ipC/34yyibmZC09VkrQni5P6AixmGwDePloSewYTGuFDUKgXvv7u\nDba0bVY7FeVGivIrKcirJDu9hJzMMnIyy/h9WwpRcf70GRRBfI+gBltsKj8/Ih96lNKtWyhc9j9y\nFr6H/+S/ETTjmi5TXle22zGlp6EJC2/4c+qAlxxWrFhGfHwCs2bdS0ZGGnPmPALAqFEXM3HiFSxd\n+jE//bSFXr36ODlS1yESueCimh79c2ZhmK6QyGW7neI1qyhatQJJoyHsjrvwGTmq0fVzs8rY+2sa\nmaklgCN59x8axfAx8ciS3Kxr1kqVAr8AD/wCPEjsGQJAtcFManIh+qQ8stJKyEorwS/AnUEjYujR\nN7R2Ao3TJIUC/8sux6NnT3I++oCS9WsxZaQTPuueLlFMxpyXi91ovOCJUvwjL6/Tem6PW7QyMtIZ\nOXI0ADExcfjWXBLp2bMnAAEBgRQXF7VpDF2NSORCl3T6xHj6+qMrsxuryV3yCVX7/kQVGEjE/Q/h\nFhPb4LplJQZ+25ZCarJjZqjwaF8GXRRDTGIAkiS1OBG4e2joPTCC3gMjKC6s4sAfmSQfOsW2dXr2\n/5HJqAndiEkIqLedNiqamGeeJ++TxVQlHSTjny8R8eCjaCMiLjiWzsB48gQAbgmJTa/YgYatx8Ul\nkJR0gIsvHk92dhZlZaWEhIQ6OyyXJhK50CUpvbxQh4ZiTE1x6ZnQrGVlZL//DqaMdNx1PQm/5z5U\n3j7117Pa2PNrOgd2ZWK3y4RG+jDykkTCo9pu/EBAkCeXXNmTYWPi2PNrOscO5rL224PEJAYwdmIP\nvH3rXkNXengS8eAjFK1cTvHa1WS+/k8iH3wYdxceMFV90lFuwy2xkUTe8XrWmT79GubNe5l7772D\n8PAIfHx8anpw/gr2dI9OV74boTWJRC64pmY0UNziEqjY9RuW/Hw0YWFtH1M7M586RfZ787EUFOAz\nZiyhN93S4IxkedllbFunp7TIgJePllETEknQBbfbSdbLx43xk3X0GxLJr1tOkHGymP8t2c3ISxLp\nPTC8ThySMhnlAAAgAElEQVSSQkHQjGtQh4Ry6svPyHr7TcJm3Y33kGHtEmt7M6acQNJq0UZGOTuU\nZtNoNLzwwquNLp8+/ZravwcNGtIeIbk812yGCEIzuCU4rpNXnzzu5EhanzEtlczXX8VSUEDA1GmE\nzrytXhK322X+2JHK8n/vo7TIQL8hkdxw5zASe4Y4paUUGOLF1BsGcMmVOiQJdmxMZu23BzFUmeut\n6zt6DJEPPQpKFbn/WkTp1s3tHm9bsxmqMOfk4BafgKRUOjscoQMTiVxwaU0lJPdujluuqk+4ViKv\nPp5M5ltvYKusJOTmmQRNm1HvfaiqNLH6mwPs3ZmOt68b0/4xkDGXd0etcW4nnSRJ9Owfzv/dOZyY\nhAAyU0tY9tkecjLrz6Pk2acv0U88hdLbm/yv/0PxhnVOiLjtGFMc3eruid2cHInQ0YlELrimZgz+\n0UZFI2ndMJ440Q4BtQ+D/hhZ772NbLUQfs99+I27pN46edllfPfZHnIySonvEcR1tw0hIrpjFVvx\n8tZy5XX9GDE+AUOVmVVf7+fAH5n1pqd1i40j+smnUfkHULjsW4pWr3RSxK3vnNfHAakjXiQX2p1I\n5EKXJSmVuCckYs7NwVZZee4NOjjD0SNkv/8OstVKxD33N3jdOPnwKVZ9vR+jwcKoCYlMmtEHrVvj\n05A6kyRJDBoRw7S/D8TdU8POrSfZsTEZm61uQRNNaBjRT8xFFRRE0crlFC7/vtH56DuT0yPW3RNE\ni1xomkjkgotrusVyuqJZZ+9erzp8iOwF74LdTsT9D+I1aHCd5bIss/vnVLasPopSpeDK6/ozYHh0\npxg1HB7txzW3DCYwxJMj+3NZ910SJmPdynLq4GCi58xFHRJK8drVFC3/3knRtg7ZbndU3gsNa979\n8i7ww0W4cCKRC12amwtcJ68+nkzOB++DLBPxwEN49a9bxtRul9mxMZk9vzquh8+4aXCD92p3ZF4+\nbsy4aRCxiYFkpZWw8qt99QbBqQMDiX7iKdShoRSvW0PRmlVOirblzLk52Kurz319vBP8EBPankjk\nQpfmnpAACkWnTeSm7CyyF76HbLcTft+DePbtX2e5zWZny5qjHNmfS1CoF1ffMpiAYE8nRdsyao2K\nK67pS59BERQVVLHiP/uoKDPWWUfl50/U40+gCgykaMUPlPy40UnRtszp76ObGOgmNINI5IJrO0eD\nReHmjjYqGlNaKnZL/ducOjJLUSFZ787HbjAQdusdePUfUGe51Wpj0/LDnDiST1iUD1fdOAAPT42T\nom0dCoXExRO7M2hEDGUl1az4ah+lxYY666gDAol6/EmUvn4U/O+/lO74yTnBtkC1/hgAHjpd8zYQ\nPetdmkjkQpfn3r0HstWKKS3N2aE0m62igqx352MrLSX4+hvq1U23We1s+P4QaSeKiIrzZ8r1Azrs\noLbzJUkSI8YncNG4eCrLTaz8ej9lJXWTuSYkhKjH56D08ib/319Q/vtOJ0V7/mRZxqA/htLXF3Wo\n6xUqElqfSOSCSzqfUcu1A96OJ7dVOK3KbjSSveBdLHl5+E+ajP/EK+ost9nsbFp5mMzUEmITA7jy\n2n6oNa5XUGTwyFhGXZqIodLMqv8eqNfNro2IJPKx2Sjc3cn7bAlVhw46KdLzY8nLxVZWhoeuZ6cY\njCg4n0jkgmtrxonQvYdjVibD0SPnWNP5ZKuVnI8+wJiags+o0QRde32d5Xa7zNY1R0k77miJT5zR\nB6XKdf+ZDxgWXdsyX/Xf/VRWmOosd4uJJfLBR5EUCnIWfUB1SoqTIm0+Q023uruuV7O3kUXfepfm\nuv/CBaGZVD4+aKNjqD6ejN3cca+Ty3Y7eZ99iuHwITz7DyD0ltvqtNhkWean9XpOHC0gPMqXK67u\ni0rlei3xsw0eGcuQ0bGUlxpZ/d/9VBvqfobu3bsTfvd9yBYLOQvexZyX56RIm+ev6+M9z72yaLEL\niEQuuKrzvK/Wo3dvZKu1w45el2WZgm+/oWLX77gldiP87vvq1U7ftT0FfVIeIeHeXHmda3anN2bY\nmDgGDI+mtLiadd8lYTHb6iz3GjiIkJtnYqusIOu9+VhL65d87Qhku73m+rgf6lAx9afQPCKRCwLg\n0asPAIYjh50cScNKNqyjdPMmNOERRD74CAqtts7yQ3uz2fd7Jr4B7lx5XT802q41saEkSYy8JIEe\nfUPJz63gx5VHsNvrVoDzGzuewGkzsBYWkv3+29gMhkZezXlMmRnYysvx7N3n/K6Pi4IwXZpI5IKA\nY+S6pFJ1yERe9svPFH7/HSr/ACIffbxepa/U5AJ+/vE47h5qplzfH3ePzn2L2YWSJInxk3VEx/uT\nfrKIHRuP1xv0GDDlKnzHXYIpM5OcDxd0uFsOq5IcA/I8+/U/x5qC8Ben/GzX6XRzgamAGvgA+BX4\nHLADh4D79Xq9+IkptBuFVotbt+5U649hLStF5dsxJhGp3L+PU19+hsLTk8hHZ6MOCKyzPC+7jB9X\nHUWlVnDldf3w8XN3UqQdg1KpYOL0Pqz8ej9HD+Ti5a1l6Ji42uWSJBHyj5uxVZRT+ede8j792HGZ\nQtEx2jRVSQdBkvDo3ad5G4hL5AJOaJHrdLrxwEi9Xj8KGA8kAG8DT+v1+rE4vprT2jsuwUWdR/ek\nV/+BIMtUHtjfhgE1X/Xx4+QuXoSkUhH50KNoIyLqLC8vrWb9siTsNjsTp/chJNzHSZF2LBqtir9d\n1w9vXzd2/5LGiaP5dZZLCgVhs+7GvYeOyr17KPjmqw4xyYqtshJjykncEhKbV19dEGo442foRCBJ\np9OtAFYDq4Aher1+R83y9cBlTohL6OI8Bw0CoGr/PidHAqbsbLIXvotssxF+z/31am5bLTY2Lj+M\nsdrKxRO7E5sY2MgrdU0eXtra++e3rj1Gfm55neUKtYaIBx5CExlF6dYtlKxf66RI/2I4chhkWXSr\nC+fNGYk8GBgCXAvcA3xN3Q6iSsDXCXEJruQCWlia4BA0kVEYjhzGbjSee4M2YikqIvu9mtKrt9Uv\nvSrLMts3JFN4qpJeA8LpMyjSSZF2bAHBnlx+Ve/aKndVZ91jrvTwJPKRx1EFBFD4wzLKfv3ZSZE6\nVPy5FwDPsz7vpom+dcE518gLgaN6vd4KJOt0OiNw5pnIGzjnvSHBwd5tFF7H4MrH1x7HVuWhoQTw\n9/PA+zz2Zxg9gqxvl6HMPEHQqJEXtO+WHJ+lvJykBW9jLSkh7raZRF51Rb11dv+SSvLhU0RE+zHj\nxkGo1O17m1ln+m4GB3tjNtrYvOYIm1cdZeb9o1Cf+X4Fe+P38gskzX2GU198RkBUKMFDh7R7nDaT\niRNJB3ALDyNqcPNHrFurFJwEtBpVsz+XzvT5nS9XPramOCOR/wI8DLyj0+kiAA9gi06nG6fX67cD\nk4Et53qRgoKKto3SiYKDvV32+Nrr2Aw1RUFKSqsxnsf+FLq+wDKyt2xH7t73vPfbkuOzm0xkzX8D\nY3YO/pOuQDP6knqvlZtVxsaVh3HzUHPp1J6UlLbvLVSd8bvZrU8wmWmh6A+d4rsv93DZ1F51E6Wb\nL+EPPELW22+if2M+kbOfxD0hsV1jrNi7G7vJhMegoRQWVjZ7u9O30JlMlmZ9Lp3x82suVz42aPpH\nSrt3rev1+rXAPp1O9weO6+P3AbOBl3Q63U4cPy6WtXdcggCgjYlFEx5B1f592Kqq2m2/douFnEUL\nHaVXR44m6Jrr661TVWli0/LDyLLMxGm98fJxa7f4OjNJkhh3hY7QSB9OHMln/x+Z9dZxT+xG+F33\nYrdayV7wLua83HaNsWL3HwB4DR12fhuKym4CTrr9TK/XP9nA0+PbOw7BlV3YKGRJkvAZNZrC77+j\nYvcu/MZPaOW46pPtdvKWfPxX6dWZt9W7Hcpms7NpxWEMVWZGTUgkMta/zeNyJUqVgiuu7suyz/aw\n66cUgkO9iYqr+x56DRxE4r13c/LDj8h6dz4xc59F5df277OtspKq/fvQRESgjY5p8/0Jrqdj3Dwp\nCG3kQhos3iNGgSRRvvPX1g/oLLIsk/+fL6ncsxv37j0Iv+f+eqVXAXZuOUleVjndegXTf1hUm8fl\nijw8NUyc4bj+/OPKI1SW1x/QGDbxMgKnX421qIis995pl+pv5b/vRLZa8R0z9sJnO+sAt88JziMS\nuSCcRe3vj0fvPhhTTmLKrN8N25qKln9P2Y6f0EbHEPHgIyg09auy6ZPyOPRnNgHBnoyfLKa2bImw\nSF9GX9oNY7WFjcsPY7Pa660T8Lep+I6fgDmrpvpbG06kI8syZTu2g1KJ91lzyjeH+CoIIBK54Kpa\n2EDxu+RSAEp+3NAKwTSseN0aitetQR0aSuQjj6P08Ki3TkFeBds3JqPRKpk0o0+XmgilrfQZHEGP\nPo6a7L9srj9JjiRJhPz9JryGDKVaf6xNS7kajhzGnJON95ChqLxFQR/hwohELri2C2yyePYfgDos\njPJdv2MtLWnloKBo7WoKf1iGKiCAqMfmoPKtXzrhzFbjpVN74RdQP9EL50+SJMZe0YPAEE+O7M/l\n2MH6A9skhYLwWffg2X8AhsOHyPlwYZsk85IN6wDwnzi51V9b6DpEIheEBkgKBf4TrwCbjaK1q1v1\ntYtWr6Ro+feoAgOJnjMXdWBQvXXsdpnNq45QUWZk6Jg44rrVX0e4cGq1kiuu7ovWTcWOjckU5NW/\nbUlSqQi/9wE8+/XHcCiJ3EUfYLdYWi2G6pMnMBw9gkev3rjFxV3gq4i+dUEkcsFVtcLgH99RY1CH\nhlK2YzvmU3mtEJJM4fLvKVq5vCaJP4U6OLjBdf/4OZXM1BJiEwMZOjq2xfsW6vPxc+fSqb2w2WQ2\n/nAIY3X9JK1Qqwm/7wE8+vajKukgOQvexVZd3eJ9n55fHiBgqphaQmgZkcgFF3fhLRZJpSJoxrVg\ns5H/9X9aNLGGbLVy6rNPKV67GnVwMNFPzEUd1HAST9EXsO+3DHz83Lh0qhjc1pZiEwMZNiaOinIT\nm1cdwW6v/xkr1Boi7n8Qz4GDMBw9Qtab87CWnbP4ZJMq/vgd48kTeA0egkcPXYteCxCj1rs4kcgF\noQleQ4bi0acvhsOHKP95x7k3aICtspLsBe9SvvNXtHHxRM99rsHudICSoiq2rj2GSq2o6fpVtyR8\noRmGjI4lJjGAzNQStm/SN7iOQq0h4t4H8B07HlNmBpnz/okp68LuaLCUlJD/1X+QNBqCrv2/loQu\nCIBI5IKLaq32iSRJhM68DYW7O/n//Q/VKSnntX11yknSX34Bw5HDePYfQPScp1D5NDw62WyysuGH\nw1jMNsZP1hEYIqaybA+SJHHZ1F74+Lnx84/HSTtR2PB6SiUhN88kcNoMLIUFZLz2ynnXGrBbzOQu\nXoTdUEXw9TegCQlpafAt215wCSKRC66tFc5z6oBAwmbdjWy1krPwXYzpaefcxm42U7jiezLfeA1r\nSTGB02YQ8cDDKLTaBteXZZmta49RWmRgwLAouvcObXngQrNp3dRMmtEHlUrBltVHKStpuBCMJEkE\nTp1GxP0PIimV5C39hNzFi5rV1W43m8ld/BHGE8fxHjYc33GXtPZhCF2USOSC0Axe/QcSctNMbJWV\nZL45j9JtW5Ht9YuJ2C0Wyn7ZQfoLz1C8ZjUqH18iH51N4NRp9cqunmnf7xmkJhcSEePHiEsS2vJQ\nhEYEhXrzt+v6YzbZ2PjDYSwWW6Preg0aQsyzL+KWkEDF7j9Ie+5pitasarQSnCk7m6y3Xqdq/z7c\ne/Yi9PZZrTr2QVwi79qcUmtdENpcG5zZ/MaNR+nlxanPl5D/1ZcUr1+L18BBqIOCka0WTJkZnDx8\nyHEyVyrxu3wSQdOmo3Bzb/J1M1OL+WNHKp7eWi6f1htFEwlfaFsDhkZz4lg+h/flsGNDMhOmND7Y\nUBMaSvRTz1L601aKVvxA0YofKF67Gs++/XHr1g2llze2ygqq9ceoOpQEdjs+I0cTcsutKNRi7IPQ\nekQiF4Tz4D1kKO6J3ShavYLy33+ndOvmOsu1wUH4XDwOv8smovY/94Qb5aXV/LjyCJJCYtKMPnh4\n1i/RKrSv0Zd2o+BUBcmHTxEa6UPfwZGNrispFPhPuAyfkaMp27aF8p2/UrlvL5X79tZZTxsbR+C0\n6Xj1H9jW4QtdkEjkgmtrg8FAKj8/Qm++leD/+zumrEyspaVISiWa0DAi+nZr9nzSFouNDT8cwmS0\nMm5yD0IjRInOjkCpUjBpeh+++2wvv24+QVCoF2GR9Svv1dnG3Z2AK6fgP/lvWPJPYcrKxG4woHD3\nQBsdgyb0wsc8yLLcjG540bfelYlELriotj+xKTQa3BMS6zzX3Ouesizz0zo9RflV9B4YTu8BEW0R\nonCBvHzcuHxab9b87wCblh/m2tuGNqu3RJIkNKFhaELDWiWOYwdz2bZOz9/vHo6vfwMlesWodQEx\n2E3owlpS4KWl9v+RyYmj+YRF+TDm8u5Oi0NoXFScPxeNS6Cq0syPK49gb2BwY1vbts5xX7s+6VS7\n71voPEQiF7okq8XGp+/8zK7t53dfeGvISClm108peHppmDS9D0ql+GfYUQ28KJr4HkHkZJSya3tq\nu+//9Gx3ZrO16RXFsPUuTZxBhC6puLAKq8XOn79l1D5nsdjYsSmZXzefaLP9lpUY/hrcdnVfPLwa\nvq9c6BgkSeKSK3viG+DO/l2Z6A+1vOZ+Yw78kcnG5YeoKDPWPqepSeQWcyO3womedQGRyAVXdY4G\nitlU98Rotzsmzjj8Zw4H92S1Sbe7sdrCuu+SMJusjJskBrd1Flo3FZOv7otGq+SndXpyMlpWZ70x\n+3dlkqIvZPl/9lFVaQL+apE3msgFAZHIBRfX2OAzs6luV+WR/Tlkpv4177i1iWIgF8JqtbHh+0OU\nFlczYHg0PfuHt+rrC23LP8iTSTP6ArDhh0OUFjdc+KUlTn9VqypM/LzpOAAarWM8slkkcqEJIpEL\nXdKZLRybzc6fO9NRqRVExzvu/a42tN6807Iss22tntysMhJ7BjNSVG7rlKLi/Bk7qQcmo5V13yU1\nOO1pS5iM1ppb3XxITS6k8FTFXy1yU2PXyEXfuiASueCqztE1fubgoczUYqoqzfTsF05AkCfQeolc\nlmV+25ZSO0K9qUphQsfXa0A4g0fGUFZSzdpvD9br2blQVosNq9WOm7uawSMd888fOZCLRiNa5MK5\nOeU+cp1O9ydQVvMwBZgHfA7YgUPA/Xq9XgzDFFpBI13rxr9OwCePFgCg6xdKSZGjy/TYwdxWuYa9\n+5c0DvyRiV+AO5Ov6YdKpWzxawrONXxsPFUVJvSHTrHuuyT+9n/9Uatb9rnmZZcD4OGlITrBHzcP\nNSnHCoiMdfQQNd4iryFGrXdp7d4i1+l0bgB6vf6Smv/uAN4Bntbr9WNxnHmntXdcQtdiqknkCoVE\nZloxHp4agsO86d47BL9AD44eyKWksKpF+9i7M529v6bj4+fG1BsH4uYu6mu7AkmSGH+ljsSeweRm\nlbHh+0NYrRfeYnb02pwEoN+QSBQKBXHdAqk2WCg4VQGIFrnQNGd0rQ8APHQ63UadTrdFp9ONAAbr\n9fodNcvXA5c5IS7BpTTdQjHWJHK7Xaa6ykJUnD+SJKFQKBgxLgFZhu0bky9o9Losy+zansIfO1Lx\n8tFy1Y0D8fIWt5m5EoVCwaVTexGbGEhWWglrv02q/XF4vg7vy6HwVCU9+oQSEu7oBYqM8QOgrLga\naHzUurhMI4BzEnkV8JZer58E3AN8ddbySqDpwsaC0FyNnOdMZw1UCo38qxs9rnsg8T2CyM0s4+Du\nrPPanc1mZ9s6PX/+loGvvzvT/j4Qb1+38w5b6PiUSgUTZ/SuLRiz8ut9VFWYzus1SosN/LbtJFo3\nFSPG/zUIMqImkZ9mt4uuc6FxzkjkydQkb71efxwoAs6cUcAbaJsbNQWhxtmtp+Aw79q/JUli7KQe\nuHuo+W3bSdJPFjXrNSvKjHz+4U70SXmEhHsz/aZB+Pg1PYWp0LmpVEomTu9D74HhFOVX8d3ne8hO\nLzn3hkC1wcy6ZUlYLXbGTuqB5xm9Np7eWtw86l6KafKWSJHnuzRnDHa7DegP3K/T6SJwJO5NOp1u\nnF6v3w5MBrac60WCg73PtUqn5srH1x7HVu7mOAn6+3vi2cD+rNa/6mZLCgld77C6A5aC4cY7L+LL\nRTvZtPww0/8+qNGJTex2mX270tmy9hjGagt9B0Uy5br+tfcAu5rgYG9k2Y7JUISxKh+zsQyb1YDV\nYgBZRpKUSAolKo0XGq0vGnc/3DzDUKo6xxStF/L9vOamIUTFprJ59RFWf3OA4RfHM35ST7RuDX8H\nSosN/LDsEGXF1Yy6JJGRYxPrrRMe6Uvq8cLax56eWnx86/4wtFutHMdROKa5cYtzi+txxplmCfCZ\nTqc7fU38Nhyt8k90Op0GOAIsO9eLFBRUtF2EThYc7O2yx9dex1Zd03VeUmrA0MD+TlfOAvD1c6O0\ntH6BD62HiklX92XTisMs+3Iv3Xpl0G9oFCHhPkiSo3BH2vEikv7MprTIgFqjZMp1/YlK8KesvLrt\nDs4JZLsVY2UaSnsuxfnHMRtyQT6fAVgSarcgNB4RuPkk4uadgFLVwGxeTtaS72dir2A8fQayZfVR\ndu1I5cDuLPoMjnAMoAzwQJIkDJUmkg+fYu/ODMwmK30GR9B/eFSD+/Txq3tJJierFNNZNddlq+Ox\nxWxrVtzi3NJ5NfUjpd0TuV6vtwI3N7BofDuHInRRsizXuUbuG9B4QolJCGDGTYP4ab2eE0cLOHG0\nAElyjHa32Rz9mQqFRM9+YQwfF09cfJDLnExk2Y6x/ARVJYepLtMj2801SyTU7mFo3INRaYNQaf1Q\nKN1RqNyRkJBlO7Jsw26pxGqpwGYuxVydi9mQh8VYQFXxAQC0njF4BvTHw783CqVrjCMIi/Tl/+4c\nxoFdmRzYncXeXx13LqhUCpQqRe0lHY1WybgretB7YOPT1/rX1DQ4renBdKJvvStzzb4/QWjixGaz\n2muTMICff9PXsQNDvLj6lsFknCwmJbmA0iIDdruMp7eW8GhfuvcKcanJT2yWKiqL9lFZuAebxXF/\ns1Lji4ffYEKj+mK0BqJQnv/xyrKMpTqP6vKTGMuPY6rKwFSVQUnWBjz8++IdMgKNe0hrH067U6mU\nDBkdR/9h0Zw8lk9majGlxdXYbHZCwr2Jjg9A1y/snLcj+gbU/V6ajA0UKRKj1gVEIhe6INNZxTXO\nPmE2RJIkYrsFEtstsK3CcjqbpZLyUzupLNyDLFuRFGq8gobgGTAQjUcEkiThG+SN+QJ7HCRJQuMR\njsYjHN+wMVjNpVQVJ1FVfICq4v1UFe/HzacbvmFj0XpGtfLRtT+1RknP/uEXXFf/7IGSF3p7m+D6\nRCIXXFz9Fov5rBOit2/XHllut5kpP/UzFfm7kGUrSrUPPiEj8Qwc0KZd3iqNH75hF+MTOobq8mQq\nTv2GsfwExvITuPv2xC9iAmq3oDbbf0fn4Vm3xW6sbjyRt8VsfULnIRK54JqaOK+d3SJ39+iaFddk\nWcZQcojSnM3YLBUo1d74hF6MV+BAJEX7nRokScLDV4eHrw5jZTqlOVuoLjtGdZke75AR+IaNQ6Hs\nHCPeW5NCUffuYJNJdK0LDROJXOhyzp7oorFbhFyZxVRMccZqTJXpICnxCRuLT+hoFArn/qhx84ol\ntPttVJfpKcneREX+bxhKjuAffQUevjqnxuYMsYmB5GWXYTJaMTXRIhe6tq53BhO6lgYaLGdfa+xK\nNdBlWaaycA+lOZuR7RbcfXX4R05EpfV3dmi1JEnCw68nbj6JlOf9THn+TgpT/oeHf38Coq9wmRHu\nzXHldf2oqjDx5Ye/NTzYTRAQiVzogs5ukZ+e89nV2SyVFKWvwFiRgkLpRkDsVDz8+3TYet0KhRq/\niAl4+vejKGMlhpKDmKrSCYydgZtXjLPDazene4zEYDehMSKRC66picE/ZpOjkMklV+oIi/LtsIms\nNRkr0ylK/R6btRI3n+4ExkxBqe4cVbDU7sGE9riNstwdlJ/6hfzjX+AbPh6f0DFd4rNTqZUoVYom\nB7sJXZtI5IKLq3+iP92y8QvwwK+JYjCuQJZlKvJ3UpqzFQC/iMvxDhnR6RKgJCnxi7gEd59ECtN+\noCx3G2ZDDoGx07pEV7tGq6zXk1SHGLXepYlELnQ5p0eta1x8kJvdbqE4fSWG0iMo1d4ExV2DtoVd\n0mUGA9uSkziWn0p+dQEVtjJMVGKXLMgKKyhsICuQ7EokuxqN7Im70ptAbSCJAdEMjEgkNjD4gvev\n9YohTDeLwrTvqS7Tk6dfQnD89ajdL/w1OwONVlXvtklBOM21z2RCF9ZE13ptmUzX/frbLBUUpPwP\nsyEHrVcMQXHXoVR7nnvDs1jtNnanHee3zINkGFIwa0qQpJr3Vlnzn1WDwq5BYXVHgRI7dmTJhk0y\nY1QXYJIKKLWlcLJgN5sKQDJ7EKKKZUBILy7tMRAvt/NrUSvVnoR0u4nSnC1U5P9GXvJSguOvw80n\n4dwbd1JarYrKMmP9BZ2sZ0VoG657JhMEGj7Pne6i1LpoIjcb8ihI+QabpRzPgAEERE9BUpzfgD79\nqWzWHP2FVONRZI1jQhlZLeFmCSRIHUa8Xwy64GgSg8PwdW/8B4LJYiG9uAB9fibHizPIq86hUnmK\nU4qjbCo8yqZTqwiU47k4ZhiX9uhf797pxkiSAv/Iy9G4h1OUsZL8k18TEDMFr8CB53WcnYVGq8Jm\nk7FZ7ShVzph9WujIXPNMJghNMJmsKBQSKrXrnRCNFWkUpHyDbDfjF3Ep3iGjmn093G63szX5IBvT\nfsKgyQFAVioJsCYwILgPE7oPomd8+HlNCqNVq+kRGkGP0AjgIsCR3HemHmVXVhJZ9mSK1MdZkXOc\n1Ts5bCMAACAASURBVGlrGOQ/nOsGjG12K90zoC9KjTeFKf+jOGMVVnMpvmHjOt0YgHPRaB0/xEwm\nKx4NTQcrrpF3aSKRC66pifOa2WhFo1W63MneUKanKPV7ZOwExl2Dp3+fZm1nt9tZlfQ723K2Y9WW\ngAY0pkAGBw3hqr4jm2xxXwitWs0lPfpzSY/+WO02th8/xNb03yhRpbKnajN7duygl/sQZg67Am+3\nc5fPdfOKJbTH7eSf/JryvB3YrQb8oya71Od7+jKQ2WTFw/OvRO5KxyhcOJHIBdfWwInOZLK63PXx\nquKDFKWvRFKoCI6/AXefbs3abltyEqtOrsOsLULWgI8lhisTL2Fst+b9CGgplULJpboBXKobQHpR\nAf87uJl0DnHU8htPbf+TQT4juXno5WjVTRftUbsFEdbjdvJPfkVl4R7sNjOBsVchSa7R63JmIheE\ns7nW2UwQmsFssuLp5Tq3nVUU7KYkaz2S0o2QhBvRekWfc5vUwlMs3vsdFeoM0IKXOZob+05lYFRc\n2wfciNjAYJ645EYKKsv5bPda0v6/vfsOj6M6Fz/+ndmmbln2SsYYgxuHZnoLvZdLS7jU0HNNQklC\nKsnlRwIppJBACAkBAuEaElowJASCaQZsiul2wGAfG9sYV6zetavdnd8fZ1aWLLlLW86+n+fhQdLO\nSuf1zM47p7sfMKfzFT6Y8T5njDuNY9VeG31/IFRGzcSLWbv4IToaP8BLxRm505kZXTd+qKxL5Mks\nl0Tkovy/woUY0MBt68lkikR3ypoaeWvt2zSueBY3aEZyh4trNnp8PNHNX96czoeds3FCScKxEXxp\n0qkZq4FvjmhZBdcefT4rmk7k3neeYG1oIU+sfJCXl83mqgPPYXRl1Qbf6waLqZ54IbVLHqWzeQG1\nSx4lOv7cvE/m6T5yqZGLgdjR7iTEZkrfCG1I5KYm/ixusIyaSZdsMonPW7mMa1/4LfPir+F4LgeW\nHs9vTvxeTiXx3sZUVnHj8VO4YKfLCMYqaQwu4aa3b+Xxua9t9H1uIEJ0wvkUVUykq3UxtUv/jpfK\n7wQYkaZ1sRGSyIXl+vaRp1d1y/cdz1pr36VxxXTcYCk1ky7a6L7dqVSKe2Y/w5/m30l3pJHKxHh+\ndND3uOSg4wlu4bS0bDh0wq7ccsIP2CNyOJ6b4KWGf3H9c3dT39aywfe4bojouHMoKp9AV8sn1H36\nOJ6Xv83S6QfP9bfg7SGj1guaJHJhJW8DNzYb5pC31r1H44pnTBKfeDGhog2varaquZEfPH87cztf\nwUkFOGr4adx0whWMGpY7u51tjmAgwJWHnsYVu1xBMDacxtBibnj9Fl5b/PEG3+O4QUaOP4dI2Tg6\nmzV1nz6B56UyWOrBs9E+chm5XvAkkYuCEs/z5VnbGz6kcfm/cYMlVE+8aKNLk76+eD6/ePM2OsKr\nKI6P4tr9vsXZ+xyewdIOvj3H7MTNx32P8e5+pIKdPLT0fu5+42lSqYETtOuGiE44j0jZjnQ2zaf+\n03/kZTJPtyBJ07oYiCRyYTe/stLS1Mmq5U09Tev52Efe2bLYTDELRKieeBHh4uoBj0ulUtz75nQe\nXDqVVLCTScED+dUJ12zTGue5JBIK8d2jzuX07c7DSYX4oGsW/++FO2nubB/weNcNER1/PpHSHeho\n+oiG5c9ssMUmV8lgN7ExksiFnda7Tz9411s8+eDcnq0g861pPd6xirqlj4HjEB137gYHtnV1x7nx\nxb8wp+NlnFSQ00adw7eOOCsv+sK31Em77cu1+11DODaSltAyfjTzNhbXrhnwWDcQJjrhy4SKR9Fe\n/z7Nq1/OcGm3jcwjFxuTlbuZUqoaeA84FkgBU/3/zwOu1lrn1+OyyBtdnd1AfjWtd8caWLv4YTMv\netzZFJXvNOBxa1ua+dXr9xCLrCUYG8439ruUidXbZbawGbbjiCi/Ou7b/PqVv/J5eAG3vn8H5088\nn8Mm7NbvWDcQoXrCl/l80VRaPn8NN1hCRfXBWSj1luvdR97a3MWyT+rZfd/RsrKbALJQI1dKhYC7\ngXZMw+etwHVa6yP878/IdJmEzdYftW4Seb7UyJPd7dR+8iCpRDvDx5xMSeWuAx63YM0KfvbG74lF\n1lIeH8vPj/6W9Uk8LRIKcf2xl7Jn0RF4wRgPLX2Ah997ZcBjA6EyqidcSCBYRtPK52lv+CCjZd1a\ngYBLIOgSjyV46pH/8OoLi1ii63pez7euAjG4stG0/hvgTmC1//2+WutZ/tfTgeOyUCZhsd43uVhn\nuo8895uaU8k4tYsfIhFvpKLmMMqjBwx43KxFH/GHD+4iFW5jDHvy8xOu3Kw1ym3iui5fO+RUTqk5\nG8dzea35Ge547Z8DHhuMVBKdeCFOoIj6ZU/S2bwww6XdOuFIgFgsQXNjJwBNDR1ZLpHIFRlN5Eqp\nS4FarfXz/o8c+laZ2oBhmSyTsFWv5N21rl8xlicLwnipJHVL/068czWlVXszbLujBzzuqQ/f4pFl\nf8ULdLNfyTH87zEXWtkfvrlO2eMALt9lCnQX8XH8DX750t8GHNEeLq6mevz5OE6AuqXTiLV9loXS\nbplwJEg8liDob2Oabl2S6Wci0zXyy4DjlVIvA3sD9wO9h9KWA00ZLpOwmePQ2RHv+TY9WCgUzt1k\n53ke9Z/9i67WJRRVTKJq7KkD9oU+/N4rTP/8CQD+q+ZMvnLwSZkuak7ae4fxfGffq3DjZazgA254\n8R5i3d39jouU7cDIcWfjeSlqlzxCd2dtFkq7+SKRIPFYsmcqWrp1SYiMVku01kemv/aT+RXAb5RS\nR2qtZwInAzM253dFo+VDU8gcYXN8mYitqShEC1BVVUqic93OWamkqamP3r6SYHBokvm2xrdi4b/p\naPyQ0mFjmbTfpQQG2H/61uefYHbTCzhekMt2v5ST99pvm/7mlsiHazMaLee3o37ID/59Kw3hxdzw\n8p3c9t/f6d/lEN2X0pIUn857lLqlDzGy+utEo5XZKfQmlJZFWLu6laLiEO1tcbyURzRazkIgFHQ3\n+7zkw/nbWjbHtjHZbl/0gO8C9yilwsDHwLTNeWNtbetQliurotFya+PLVGzp0ekNDe2saVxXm21v\ni+G6Do2NQ9O/uK3xtax9k6aVrxCMjKBy7Dk0NMaAWJ9jfj/rcRYm3sJJhrl050vYf/SkjF0v+XRt\nRgjzkyO/wc9m3k1reAVXP/Zrbjzqqv7JPKSoHH0sTatmsOi9exk5/mLcYO6NMUjvyJryx3y0NHeZ\nc+E4dHcnN+u85NP521I2xwYbf0jJWiLXWvfu9DsqW+UQlnOgs2Nds2o8lsjZgW7tjfNoWvk8brCM\n6gkXEAj232r1dzMf45PkOzjdxVw5+X/YffTYLJQ0fwwrLuVnx3ydG166k/bwSm54+Q5uOOpKhhWX\n9jmuvPoQkt1ttNa+Re2SR4hOvBDX3fge6JmWHteR7mbp6urfXSAKkywII6zX1auPPNaVIBTOdkNU\nf12tS6lf9k8c18x1Dkb6N+/+4dV/mCQeL+Hb+14pSXwzFYfD/PTYKymPjyUWWcuNr9xBY3vfVeAc\nx6Fy+xMYPmpvYu3Lqc/BddnXH6AZ75I+cmFIIhd26jXlrHeN3PMgnGMD3eIda6hd8ijgEB1/DuGS\nUf2OufP1p1jQPRunu5hv7vNVJkT7HyM2rCgU5ifHfo1h3TsRj9Txk1l/pL6trc8xjuOw0x7n9myy\n0phjS7n27IDmJ/AuSeTCJ4lcWK+zs28TZCiHmtYTsUbWLn4ILxVnxI5fpKh8XL9j7p39DPNir0J3\nhKv3msLONaOzUNL8FwmFuPHYyxmeGE93pJ6fvfpHGtv7JnPXDRIdfw6h4lG01b9P85qZWSptf+ku\nofS0s2Qit1oMRPZIIhdWc3Do6lgvkedI03qyu521ix8klWhj+JiTKB2+e79jpr71PHM6X4FEmCv2\nmMKuo3bIfEEtEg6aZF6VmEB3pIGfzvpTv81W0ku5BsKVtKyZRWvdu1kqbV/p1QgT3esSeM8c+Rxq\nORCZJ4lcWKp303q8zyu50LSeSsapXfIwiVgDFTWHUh49sN8xf3tnBm+3vQiJEFN2/QqTt98xCyW1\nTzAQ4IZjp6xrZn/lTtq6uvocEwiVUT3xQtxgCY3Lp9PRtCBLpV1noAfQLplLLpBELgpA/xp5dhO5\n5yWp+3Qa8Y5VlFbtybDtjul3zKPvz+SNludwkiEumXQJ++wwPgsltVcwEOCGYy6nPL6DPwDuTjrj\nfR/4QpEqohO+jOMGqfv0cbralmWptEakqP9129XZLRunCEnkwm4eXr8+8nAWm9Y9z6N+2b/oavmE\novIJVI09rd+N+PG5rzOz8RlIBfnyhAs5cNzOWSqt3Uyf+dcoiY+mM7yaG17qn8wjJaMZOe4c8Dxq\nlzxKvHNtlko78LLC6x5SpWm9kEkiF3by72uJhNezmltatga7eZ5H08rn6Wj8kHDJ9owcdzaO07cs\nT374JjPq/gUpl/N2uoBDJwy825kYHEWhMD855gqK4jW0h1dyzbTfEU/0ffArrpjAiB3PwEt2Ubv4\nQRLx5qyUdaCm9c4OmUsuJJELy8XjyX4/y1YfeevaN2itfYtg0UiiE87HDfRdenX6R+/y3Of/ABz+\ne+x5HDGp/+A3MfhKwkXceNRVRGJRmgKf8pMZ95JI9r1uSqsmUzn6eJLdraz95EGSiczvPBYZ4AG0\nq1MSuZBELizXFRtg56ss7HzWVj+HplUzCIQqBly17YUFc3lq9TTA4fTR53Cs2ivjZSxk5UXF/OiI\nq4jER9IUWspPZ9xHItU3mVfUfIHy6oNJxOqoXfIIqVRmk2hooKb1dCKXlvWCJolcWG2gGnmmB7t1\nNGkaPnsaN1BM9cQLCIb77tT78sIP+cfyRwGP/xr1JU7abd+Mlk8Yw0tLufWM7xOMDac+uIhfzLi/\n3xaolaOPp2T4ZOLtK6hbOi2jq78Fgy6u23c8xfozMkRhkkQurOT5VZRYV3YTeWfzIuo+nYbjBolO\nOJ9QUbTP668t/pjHlj0MTooTomdw6h4HZaxsor9oRQXXHXoVgdgwPg8s4Fcv993P3HEcRow9naLy\n8XS1LKLhs6cztvqb4zj9rt2uzm7Zj1xIIhd2i/k18qKSdRtgZGrUemfLJ9Qu/TsODtHx5xEpHdPn\n9beWLuThJX8DN8HRI07li3sdkpFyiY2rqRjGD79wJW68nJXOPH4789E+rztugJHjziZcvB3tDXNp\nXjUjY8l8/W6h9adWisIkiVxYLRYziby4eF0iz0SNvKtlCbVLHjVJfMJ5/ZZefe+zxTyw6H48N8Hh\nw07m7H0OH/Iyic03urKK7x94JU68lGXeHG6b2Xd3ZTcQITrhywQjVbSsfYOmVS9mJJn33rnPDTg9\n667n0prwIvMkkQs7+Te2dCKP9ErkQ72NaWfzQmqXPALAyPHnUlTedzGXucuXcN+C/4NgNweVH8/5\n+x890K8RWTa2aiTf3f8KnHgJi5Jv88dX/9Hn9UColOpJlxCMjKR17WwaVzw75Am1d408EgkSiyWk\naV1IIhd2Sw9261sjH7qm9fpV7/o7mUF0/LkUV0zo8/rcFZ9yz/z7IBhn35JjuOTA44esLGLbjRtZ\nwzf3+Sp0FzG/ezZ3v/F0n9eDoXJqJl1CqKiatrp3aPjsKTyv/7iMwdK7WyhcFCQekyVahSRyYbn0\nYLe+feSDXyP3PI+Wz2fz6bxHcQIRqideRHHFxD7HfLhyGfd89BcIxtm7+Cj+5+CTBr0cYvDtXDOa\nqyZPge4IH3TN4r43n+vzuqmZX9zTZ167+GFSya4N/LZtE+61TGskEpQ9yQUgiVzYym/h7BnsVhyk\noryN8Tstp7N5Lol4y+D9qVSChs/+RdOqFwhFKqiZdCmRsr67lH206jPumncvhGLsVXQkl3/hvwbt\n74uht/vosVy+22WQCPNu+wz++s6MPq8HgiVUT7qEoopJdLUu4fOFU0nEmwbt76dS3XQ0fszIykXU\nVNcBHuFIkGTSIym38YKXG/s5CjFEYrEkgYBDWdESDvvC+zgONC5fSiMupSP2onK7YwiESrf69ydi\nTT0boIRLRqP2v4zm1r41/o9XL+dPH5okPjlyBF895JRtDUtkwd47jOey1CX8n57K7JbnCL7r9hnf\n4AbCRMefS+PK52mrfZs1C/5M1dgzKKlUW/03Pc+jvWEuTatmkEp0UFUGVfvAms9H0Nh5JAAJN7yJ\n3yJsJ49ywmrxWJKKYUnKw2/T3R1kzge7MHzMSQQjVbTXz2H1/Dtoq3tviwcpeZ5Ha917rF5wl7+L\n2V7UTLqUcFFln+PmLF/CHR/8GUJd7BE+jCsOPXUwwxMZtv+Ok7hg4kU4qSCvNk/v18zuOC5VY06i\naodT8VIJ6pY+SsPyf29VU3usfSWfL/yL6XdPdVNRcygt8aNpaKxgVE09Iyo/AyDhhmQ/8gInNXJh\nKXNji8eTTBy7BsdJsmDRJFatrqY8eiBlI/enre5dmla9RMPyf9NWP5fK7Y+jqGzTe353tS2jadUM\n4u0rcAJFjNjxi5QMn9xvF7PXF8/nocV/g1A3kyOHc8Whpw1JpCKzDhm/CwHnUh5Y9ADvdcyg87Uu\nrj7sjD7HlI3cl3DpGOo/fZy2uvfoaFpA5XZHU1q1F4678TEaye5Wmla9RHvDfwAoGb4HlaOPIxiu\nYMWalcz5TwfHHPkWlWVLgd1NIhcFTRK5sFp3d4qRw2vxPIfVa9atquY4LuXRAymu3JWmFc/R0fQx\naxfdT6RsHGUj9qGoYnyf9dAT8Wa6WhbT1jCXePsKAIqH+bX7cEW/v/vCgrlm2dVAkoPLTuDiA48b\n+mBFxhw0bmeKQ1O4+6P7+JjXueWVLr59xNm47rpGznBxNaPU5bSsnU3LmldpWP40zWtmUTpib0qG\n7UKouBrHMcd7qSSx9s9ob5xHe8MH4CUJFdUwfMyJFJXvtO53RoJ0xSLU1g2nOlpPcVEXCTeS6fBF\njpFELqzl4eB5CUqKm+lOVZNI9L/cg6FyRo47i1j7CppWvUSsbSmxtqUAuMFSXDdMMtmBl4z1vKeo\nYiLDRh3Rb6W2tEfem8msxungeBxTdTpn7XPY0AQosmrPMTtxTegKbp/zZ5aE3+MnL7bwv0dfQlFo\nXZ+14wYZNupwSqv2onXtbNrq36dlzSxa1szCcYK4QTM+I9ndQroVKRgeTkXNIZSO2Kcn0aelZ1zU\n1Q+nOtrI8OEtJFaEwJMV3gpZxhO5UioA3APsjLlyrwBiwFQ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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -13864,525 +1637,137 @@ "source": [ "sun_zen = ephem_data['apparent_zenith']\n", "sun_az = ephem_data['apparent_azimuth']\n", - "DNI = irrad_data['DNI']\n", - "DHI = irrad_data['DHI']\n", - "DNI_ET = pvlib.irradiance.extraradiation(times.dayofyear)\n", - "AM = pvlib.atmosphere.relativeairmass(sun_zen)\n", + "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "airmass = pvlib.atmosphere.relativeairmass(sun_zen)\n", + "\n", + "print(sun_zen)\n", + "print(airmass)\n", "\n", "surf_tilt = 32\n", "surf_az = 180\n", "\n", - "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['DHI'])\n", - "iso_diffuse.plot(label='isotropic diffuse')\n", + "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic diffuse');\n", "\n", "klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['GHI'], \n", + " irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", - "\n", - "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", "perez_diffuse = pvlib.irradiance.perez(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " AM)\n", - "perez_diffuse.plot(label='perez diffuse')\n", + " airmass)\n", + "perez_diffuse.plot(label='perez diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { - "collapsed": false + "collapsed": false, + "scrolled": true }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-01-01 00:00:00-07:00 168.977587\n", + "2014-01-01 01:40:00-07:00 161.521725\n", + "2014-01-01 03:20:00-07:00 140.959980\n", + "2014-01-01 05:00:00-07:00 119.899116\n", + "2014-01-01 06:40:00-07:00 99.545399\n", + "2014-01-01 08:20:00-07:00 80.759540\n", + "2014-01-01 10:00:00-07:00 65.442403\n", + "2014-01-01 11:40:00-07:00 56.299334\n", + "2014-01-01 13:20:00-07:00 56.526725\n", + "2014-01-01 15:00:00-07:00 66.026603\n", + "2014-01-01 16:40:00-07:00 81.538632\n", + "2014-01-01 18:20:00-07:00 100.435890\n", + "2014-01-01 20:00:00-07:00 120.839318\n", + "2014-01-01 21:40:00-07:00 141.909001\n", + "2014-01-01 23:20:00-07:00 162.352057\n", + "Freq: 100T, Name: apparent_zenith, dtype: float64\n", + "2014-01-01 00:00:00-07:00 NaN\n", + "2014-01-01 00:01:00-07:00 NaN\n", + "2014-01-01 00:02:00-07:00 NaN\n", + "2014-01-01 00:03:00-07:00 NaN\n", + "2014-01-01 00:04:00-07:00 NaN\n", + "2014-01-01 00:05:00-07:00 NaN\n", + "2014-01-01 00:06:00-07:00 NaN\n", + "2014-01-01 00:07:00-07:00 NaN\n", + "2014-01-01 00:08:00-07:00 NaN\n", + "2014-01-01 00:09:00-07:00 NaN\n", + "2014-01-01 00:10:00-07:00 NaN\n", + "2014-01-01 00:11:00-07:00 NaN\n", + "2014-01-01 00:12:00-07:00 NaN\n", + "2014-01-01 00:13:00-07:00 NaN\n", + "2014-01-01 00:14:00-07:00 NaN\n", + "2014-01-01 00:15:00-07:00 NaN\n", + "2014-01-01 00:16:00-07:00 NaN\n", + "2014-01-01 00:17:00-07:00 NaN\n", + "2014-01-01 00:18:00-07:00 NaN\n", + "2014-01-01 00:19:00-07:00 NaN\n", + "2014-01-01 00:20:00-07:00 NaN\n", + "2014-01-01 00:21:00-07:00 NaN\n", + "2014-01-01 00:22:00-07:00 NaN\n", + "2014-01-01 00:23:00-07:00 NaN\n", + "2014-01-01 00:24:00-07:00 NaN\n", + "2014-01-01 00:25:00-07:00 NaN\n", + "2014-01-01 00:26:00-07:00 NaN\n", + "2014-01-01 00:27:00-07:00 NaN\n", + "2014-01-01 00:28:00-07:00 NaN\n", + "2014-01-01 00:29:00-07:00 NaN\n", + " ..\n", + "2014-01-01 23:31:00-07:00 NaN\n", + "2014-01-01 23:32:00-07:00 NaN\n", + "2014-01-01 23:33:00-07:00 NaN\n", + "2014-01-01 23:34:00-07:00 NaN\n", + "2014-01-01 23:35:00-07:00 NaN\n", + "2014-01-01 23:36:00-07:00 NaN\n", + "2014-01-01 23:37:00-07:00 NaN\n", + "2014-01-01 23:38:00-07:00 NaN\n", + "2014-01-01 23:39:00-07:00 NaN\n", + "2014-01-01 23:40:00-07:00 NaN\n", + "2014-01-01 23:41:00-07:00 NaN\n", + "2014-01-01 23:42:00-07:00 NaN\n", + "2014-01-01 23:43:00-07:00 NaN\n", + "2014-01-01 23:44:00-07:00 NaN\n", + "2014-01-01 23:45:00-07:00 NaN\n", + "2014-01-01 23:46:00-07:00 NaN\n", + "2014-01-01 23:47:00-07:00 NaN\n", + "2014-01-01 23:48:00-07:00 NaN\n", + "2014-01-01 23:49:00-07:00 NaN\n", + "2014-01-01 23:50:00-07:00 NaN\n", + "2014-01-01 23:51:00-07:00 NaN\n", + "2014-01-01 23:52:00-07:00 NaN\n", + "2014-01-01 23:53:00-07:00 NaN\n", + "2014-01-01 23:54:00-07:00 NaN\n", + "2014-01-01 23:55:00-07:00 NaN\n", + "2014-01-01 23:56:00-07:00 NaN\n", + "2014-01-01 23:57:00-07:00 NaN\n", + "2014-01-01 23:58:00-07:00 NaN\n", + "2014-01-01 23:59:00-07:00 NaN\n", + "2014-01-02 00:00:00-07:00 NaN\n", + "Freq: T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4VFX+x/H3nZo26T0kkFAuvTdBBCtiRdZ1dXXVteCq\n", - "qOuKDVddu64dXBFF1vLTZa0sNlQEQSxI71xKQhIgIb1NMpMp9/dHCgRDzyTk5vt6Hh+Tafd7ZkI+\n", - "Oeeee46i6zpCCCGEaJ9MbV2AEEIIIY6fBLkQQgjRjkmQCyGEEO2YBLkQQgjRjkmQCyGEEO2YBLkQ\n", - 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hrUBmrgsh2j8JctHh7L8ETSa8CSHaPwlyoXPKQfdYkmTmuhBCPyTIRYdjSU4C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\n7T0Soc002c00pVbAtsnLIXDSAQq7q6kt2IcZIw/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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -14392,38 +1777,37 @@ "source": [ "sun_zen = ephem_data['apparent_zenith']\n", "sun_az = ephem_data['apparent_azimuth']\n", - "DNI = irrad_data['DNI']\n", - "DHI = irrad_data['DHI']\n", - "DNI_ET = pvlib.irradiance.extraradiation(times.dayofyear)\n", - "AM = pvlib.atmosphere.relativeairmass(sun_zen)\n", + "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "airmass = pvlib.atmosphere.relativeairmass(sun_zen, model='simple')\n", + "\n", + "# print(sun_zen)\n", + "print(airmass)\n", "\n", "surf_tilt = 32\n", "surf_az = 90\n", "\n", - "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['DHI'])\n", - "iso_diffuse.plot(label='isotropic diffuse')\n", + "iso_diffuse = pvlib.irradiance.isotropic(surf_tilt, irrad_data['dhi'])\n", + "iso_diffuse.plot(label='isotropic diffuse');\n", "\n", "klucher_diffuse = pvlib.irradiance.klucher(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['GHI'], \n", + " irrad_data['dhi'], irrad_data['ghi'], \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "klucher_diffuse.plot(label='klucher diffuse')\n", - "\n", - "dni_et = pvlib.irradiance.extraradiation(times.dayofyear)\n", + "klucher_diffuse.plot(label='klucher diffuse');\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", "perez_diffuse = pvlib.irradiance.perez(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " AM)\n", - "perez_diffuse.plot(label='perez diffuse')\n", + " airmass)\n", + "perez_diffuse.plot(label='perez diffuse');\n", "\n", - "irrad_data['DHI'].plot()\n", + "irrad_data['dhi'].plot();\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -14442,501 +1826,9 @@ "outputs": [ { "data": { + "image/png": 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H9QtnsGRDGetqVvJ95Res+0cV8yanMn9K6oBPwG6vjwMl9a2Jdk9RLbUNB3dl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\nd0jdUBE5A/imqp4nItOAu4EE8DrwKVUdZA7X0G6VZIwxxoR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ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " AM, modelt='allsitescomposite1990')\n", - "perez_diffuse.plot(label='allsitescomposite1990')\n", + " airmass, modelt='allsitescomposite1990')\n", + "perez_diffuse.plot(label='allsitescomposite1990');\n", "\n", "perez_diffuse = pvlib.irradiance.perez(surf_tilt, surf_az, \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " AM, modelt='phoenix1988')\n", - "perez_diffuse.plot(label='phoenix1988')\n", + " airmass, modelt='phoenix1988')\n", + "perez_diffuse.plot(label='phoenix1988');\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -14989,334 +1881,9 @@ "outputs": [ { "data": { + "image/png": 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UX6fjtBs18jAxeXQ/8rJS2bDjCB98vs/pOCIiYWXH/qPMX7GTlMRo7p2eGzbrqJ8JNfIw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\nGN5etZudB6qcjiQhoKXVx5P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FLuKAwzWN/PmV9VTWNvGNiQMZlZPudCRpo1tKLPdfeyZRkWE8NXczW3aUOx1J5JhU5CJ+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\n8vpHhVrCFRV5yPJ4fVcPKqu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ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "proj.plot()\n", + "proj.plot();\n", "\n", - "plt.ylim(-1.1,1.1)\n", - "plt.legend()" + "plt.ylim(-1.1,1.1);\n", + "plt.legend();" ] }, { @@ -15698,279 +1947,9 @@ "outputs": [ { "data": { + "image/png": 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17mU9xdq7s/xpextPb2tj4852hoadsxsWz67hojPn8II1c6hM65CH+J+CXMRj0WiEdSua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\nPHIFefhpC0ugxWPRkRcsETn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85ni744jIMSR0ke/My2X2vsmEgy5u6DhKF0UROcyt3SPHlq8LLGCpji0XiVoJ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\nkfcCvi39+7fAWYffaYxxAs2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"dotprod.plot(label='dotprod');\n", "\n", "proj = pvlib.irradiance.aoi_projection(surf_tilt, surf_az, ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "proj.plot()\n", + "proj.plot();\n", "\n", - "plt.ylim(-1.1,1.1)\n", - "plt.legend()" + "plt.ylim(-1.1,1.1);\n", + "plt.legend();" ] }, { @@ -16385,422 +2037,9 @@ "outputs": [ { "data": { + "image/png": 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xM2Z1zB34KmaL/OtKqXTgVeDsMt5IoAtwAGevkRkBTLiUVEKCfy+rKdc3f830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\nn8WNz+bmTujvBCVvBHt6yA8NeYPoX93drmfse81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2vl6MY9jF1TfkkJho3vd29gzyyr4qwkP8+fB7Cmd0hvxc+t3dtbmAR54+xutH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\njwNTZQgC1zsPXC/c9dQDfzx0vfc4IoldDz+JI/8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swOOunw8Dn9ZaO5VSdwP3ADbgYa31C56MVYi5qq9niMrSVuITw0nPjjnrcYfD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\nUepkwzBzNxqSMAzp3zNKa3uaruUtFIoBewbH6bX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r1hf319MzMMqOzVnERgZ7IcKl7V0XZxMVHsQL++qnXBq3YlUSoWGBnChtZmyK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\n+rOWATAyUWDvyDTrezvxLHmN0SDM9JiPMtV1Lcv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vBMKAE8DPgZ9gtdYn9GMl/Rigd5LHhVjSju5rAqB0Xcakx1/cU0/v4BjXbMwh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\nw7duHyPdniI7Olfv5hgNgJm70XJUI5sHF/MkAo8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FbaB/hIrSNuISIsjMvXhp298P1tEzMMotG7KJiw71QYQL21uuzMEaGcKL++sm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\naG16u3OsX9XJnmnXYt+/d7LBJTKaATN3o+0Y2lc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lV/VaO3qLFHchotjbC9fgSI0jL97Lrs9fIXnihUZHigo2X2K49757B7PHDOPl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\nWQJWHCEp7kL0wJZtZTisbjyOADZfstF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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -19365,22 +2113,22 @@ "for model in models:\n", " total = pvlib.irradiance.total_irrad(32, 180, \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " DNI=irrad_data['DNI'], GHI=irrad_data['GHI'], DHI=irrad_data['DHI'],\n", - " DNI_ET=dni_et, AM=AM,\n", + " dni=irrad_data['dni'], ghi=irrad_data['ghi'], dhi=irrad_data['dhi'],\n", + " dni_extra=dni_et, airmass=airmass,\n", " model=model,\n", - " surface_type='urban')\n", + " model_perez='allsitescomposite1990')\n", " totals[model] = total\n", - " total.plot()\n", - " plt.title(model)\n", - " plt.ylabel('Irradiance (W/m^2)')\n", + " total.plot();\n", + " plt.title(model);\n", + " plt.ylabel('Irradiance (W/m^2)');\n", " \n", " \n", - "plt.figure()\n", + "plt.figure();\n", "for model, total in totals.items():\n", - " total['total'].plot(lw=.5, label=model)\n", + " total['total'].plot(lw=.5, label=model);\n", " \n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -19399,455 +2147,9 @@ "outputs": [ { "data": { + "image/png": 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6tFn+ky3Ee5tLcn+hx9+J/FbMLvJPK6WyMRP0C0qpS7XWrwHXAC8Bu4H7lFKR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\n9bYsq1lZsn5+wNsIZeVR1rRW09c9zuzMXJ5LZgq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+GXg78AKwF7hPKRUJRAFlWBPhZtTR0e/XwAMpLS1e7i+I+fP+3G4PRw40ERUT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\nKNo9RiabpWNjA9nssRYjY07EErlZ1Xq6xshksqz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1vhb4JPDLU24fABKBBE50v089LoQ4RXtrPwN9oxSXphEecfLo2NEGBw3HB7ig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\ng8BHgJ/iEvvbVTW1TuUyhrGRWWanU3RuayIU8jj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tdQfwbWAXVmK/X2sta0WEOENLg5OxERfLyzOx2U7/7/vCPqtL+YZN4T9TfTZX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\nrW7kirljTzuGCYVCtG6qZWY6RU/XaI4tM/IZc+T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yNB2r9cw/3xcPml3K128N/Znqs7lqfRaR4WG8fKgF11nV3NRac/vWqhOdgQhN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\njOfZMqOQMUdurFr6esaZnkrSsbmRUCjErk5LdDP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t6xfzs80Heb7gNtMvKf7uWv9vwK6U2gv8GjOxfwK4Ryn1MuYvEo9orduA7wAv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\nV7sluhnFpaE6Tn0yhh6ai5MDtO+16XXjqTFHbix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7drsdRaRKKmrk+4wxZxljDm5zF7AF+ABIvAVZRZJIwd49EA6TpcPqcZEXCjFu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\nZGZzUs/ebseQBOAjzD7Nuy5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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -22422,22 +2223,22 @@ "for model in models:\n", " total = pvlib.irradiance.total_irrad(0, 180, \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " DNI=irrad_data['DNI'], GHI=irrad_data['GHI'], DHI=irrad_data['DHI'],\n", - " DNI_ET=dni_et, AM=AM,\n", + " dni=irrad_data['dni'], ghi=irrad_data['ghi'], dhi=irrad_data['dhi'],\n", + " dni_extra=dni_et, airmass=airmass,\n", " model=model,\n", " surface_type='urban')\n", " totals[model] = total\n", - " total.plot()\n", - " plt.title(model)\n", - " plt.ylabel('Irradiance (W/m^2)')\n", + " total.plot();\n", + " plt.title(model);\n", + " plt.ylabel('Irradiance (W/m^2)');\n", " \n", " \n", - "plt.figure()\n", + "plt.figure();\n", "for model, total in totals.items():\n", - " total['total'].plot(lw=.5, label=model)\n", + " total['total'].plot(lw=.5, label=model);\n", " \n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" ] }, { @@ -22456,444 +2257,9 @@ "outputs": [ { "data": { + "image/png": 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kkQtxGtpbBklKdpCdm8quI9Y2rA01uVGOKrIKslJYVZXN4ZZBOvpOLXqT6XUh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\niF8s4Bfb8Ts7ySWvA/e7yHV1EZS68Ts7V7Uh0NN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qbA61DNLRd3LRm0yvCxEZksiFWKTR4UmGBycoKrUOUZjaT72+Nn56q4fqwnXF\nALy4q/2ka0kuB+XVOfR1j9LfK9PrQoSLJHIhFqmjdWpa3Y3X52dvYx/FuakUZKVEObLIO6s+nxSX\ng5d2dxAInHz6U8109bqMyoUIF0nkQizS1Pp4UWkmumkAjzfA+gSbVp+S5LRz7upC+ocn2XO076Tr\nlbV52OyGJHIhwkgSuRCL1NE6iM1ukF+cMb0+vr4m8abVp0xNrz+/8+TpdVfysen1gVnW0YUQp08S\nuRCL4Jn00dM5QkFRBg6HnX1H+0ly2qgtdUc7tKipLs6gJC+N7Qe7GRn3nnR9Rb31IefowZ5IhyZE\nQpBELsQidLUPYZpQVOZmcGSS1p5R6suyEqKb21wMw+DCdcX4/CavznJ8aWVtLoYBRySRCxEWYd/0\nqpTaBgwGvzwM3AncDwSA3cDHtdamUupm4BbAB9yhtX4s3LEJsVjtLUMAFJe52Rvstb4qQZrAzOf8\ntUU88GwDL+xs5/Kzy467lpKaRFGpm/aWQcZGPaSmJUUpSiHiU1iHEUqpZACt9aXBPx8G7gJu11pf\nBBjAdUqpIuCTwAXAlcCdSin5aRfLTleblcgLSzPZd9RK5Ksrc6IZ0rLgTkti3YocGjuHaZ9lq1lV\nnTW93jjH0adCiFMX7vnADUCqUuqPSqmnlFLnAWdprbcErz8BbAY2AS9qrb1a6yHgELA+zLEJsSim\nadLVPkSGO5nkFCd7G/tIT3FSXpge7dCWhXPXWOeQv7Ln5On16nqrql+m14VYeuFO5KPAt7XWVwIf\nBX55wvVhwA1kcmz6febjQiwbw4MTTIz7KCjOoKt/nL6hSVZWZGEzjGiHtiycWZuPy2nn1b2dmObx\ne8rd2alk56XScrQfr+fkQ1aEEKcu3GvkB7BG12itDyqleoEzZ1zPBAaAISBjxuMZQP98b5yfnzHf\n5Zgn97f8dAXXx6tr82nutbZSnbOuZNZ7icX7W4y57u/8dcU8u62F/nEf6oQlhzUbSnjhqUMM9Y2z\nMrhlbTlK1H+7eBHv9zebcCfyD2FNkX9cKVWClaCfVEpdrLV+DrgKeArYCnxNKeUCkoFVWIVwc+ru\nHg5r4NGUn58h97cMHTpgna2dlpnEn7a1AFCem3LSvcTq/YVqvvs7oyaHZ7e18IcXj5CT6jzuWmFZ\nJgA7Xm8mt2h5Lkck8r9dPEiE+5tNuKfW/xPIVEptAX6Nldg/DXxFKfUS1geJB7TWncD3geexEvvt\nWmtPmGNnnJ6WAAAgAElEQVQTYlG62oYxDMgrTOdA8wDZGa6EbMs6n9VVOaSnONm6rxN/IHDctfyi\nDNLSkzh6qJfACdeEEKcurCNyrbUPeP8sly6Z5bn3AveGMx4hTlUgEKC7c5jsvDT6xzwMjXo4Z1UB\nhqyPH8dht7FpVQHPbGtlX2M/a6uPta41DIOqujz2vNlGR8sQJRVZUYxUiPiRuF0shFiE/p4xfN4A\nBcUZHAz2Wq8rk0Q0m/NWW9Xrr85SvT61DU26vAmxdCSRCxGCrnZr3a2gOIMDLQMA1JXJxorZ1Ja6\nyXMn88aBbjze4yvUSyrcOJw2GhtkP7kQS0USuRAh6Gq3KtYLijM52DJIistOWf7yLNiKNsMwOHd1\nIRMePztPSNgOh52yymwG+sYZ7B+PUoRCxBdJ5EKEoLtjBJvdwJHqpLNvjJpSNzabrI/PZdPKAgBe\n110nXaustdbNm2RULsSSkEQuxAICgQB93SPk5KVxODjFLuvj8ysvSKcgK4Udh3pPml6vWGHtL288\nfPL55UKIxZNELsQCBnrH8ftN8grTORhcH6+X9fF5GYbBxpUFTHr97D5yfMJOz0wmNz+Ntkbp8ibE\nUpBELsQCerpGAMgrsBK53WZQXZwZ5aiWv40r8wF4ff/J0+sVNbn4/SatjfM2cBRChEASuRAL6Om0\nEnlWXipNnSNUFGaQ5LRHOarlr7Iwgzx3MtsP9eD1HT/yrqyR6XUhlookciEW0BsckY8C/oDJChmN\nh2Rqen3C42fPkeNH3oWlmbiSHTQ19J50wIoQYnEkkQsxD9M06ekcITMrmZYe65zt6pLEO5ThVG1U\nVvX6aydMr9tsNsqrcxgZmqSv++Tzy4UQoZu3RatSKgn4a+BaoA4IYJ1m9jvg11prb9gjFCKKRkc8\nTIx7KS53cyS4l1zWx0NXXZxBbqYrOL0ewOk4NnaorMnh0L4umg73kVsge/KFOFVzjsiVUn8BPAes\nAX4GvA94D3AfsAF4SSl1bSSCFCJaejuPFbodbh8mxeWgMCc1ylHFDsMwOFsVMD7pY1/j8evh5VPb\n0A7JfnIhTsd8I/I64KJZRt17gceCo/VPhC0yIZaBqYr19OxkOvvGWFWZjU0OSlmUTSsLePK1Zl7b\n38X6mrzpx1NSkygsyaSjdZDJCS+uZOc87yKEmMuciVxr/d35Xhg8ZvSuJY9IiGVkqmJ9ahV3RYlM\nqy9WdUkmWelJ7DjUiz8QwG47NhFYUZNDZ9sQLUf7qQl2gxNCLM58U+sblFLblVJ9Sqn/VEplzLi2\nLTLhCRFdvV0juJIdtA1YfcFlfXzxbIbBGXX5jIx7OdQyeNy18mprer35iOwnF+JUzVe1fg/w90A9\nMAk8MyOZy9yiiHter5/B/nFy8tM42mG1ZpVEfmrODB5f+uYJx5fmF2XgSnbQfKRPtqEJcYrmS+Qp\nWutntNY9WuuPAc8CjwTXxoWIewO9YwDBHutDZKUnkZ3hinJUsWllRTbJSXa2H+w5LmHbbAZlVdmM\nDE0y0DcWxQiFiF3zJfIRpdQ7lFJTz/k80A48CEjZroh7/cF948kZSQyOeKgqktH4qXI6bKxdkUvX\nwDitPcfvG5fpdSFOz3yJ/BbgH7G2naG1NoG/ARqAFeEPTYjo6guOyCeCVeoVhbLX+XScNcf0enl1\nNgDNR6RdqxCnYr6q9X3AW6e+Vkpla637gU8rpb4WieCEiKb+YMexAY8PgIpC6eh2OtbX5GK3GWw/\n2M01F1RNP56emUx2biptTQP4fQHsDmk4KcRizPsTo5RKUUrdrJR6E7hx6nGtdXfYIxMiyvp6RklO\ncdDab43MK6T72GlJTXZSX57FkfZh+ocnj7tWVp2Nzxug/YSqdiHEwubbfvYd4BWgHLhOa/2TiEUl\nRJT5vH6GBibIzkujuWuUFJeDXHdytMOKeVPV69sPHj8WmFonbzkq0+tCLNZ8I/JirG1nXcBQZMIR\nYnnoD66Pu7NT6Owbo7wgHUM6up22M+ZYJy8pz8JmN6TgTYhTMGci11r/NXANkA28ppT6m4hFJUSU\nTVWsk+zARKbVl0qeO4WKgnT2NfYzPumbftyZZKe4zE1P5whjo54oRihE7Jl3jVxr3am1/ldgJfBU\nZEISIvqmKtbHAtae53KpWF8yZ9bn4w+Y7Dp8/GEpx6bXZVQuxGIsWB6qlFoJfBu4Qyn1s+Cf+8If\nmhDRM1Wx3jNhnRlUUSAV60vljFpren1nw4mJPLgN7bCskwuxGPOeRx70f8CvgB0ca80qvRRFXOvv\nHSM5xUFL3yh2m0FJXlq0Q4obFYXpuNOT2HW4l4BpTp8ml1uQTkqak+ajVrtWqUkQIjShJPJ+rfVX\nwx6JEMuEVbE+TlGpm62dQxTnpuKUvc1LxjAM1q3I5YWd7RxtH54+Uc4wDMqrcjiwp5PerlHyZDlD\niJCEksjvDzaAeQqYrk7RWm8JW1RCRNFg/zimCa70JCZb/JTLtPqS21BjJfKdDT3HHQ1bVpXNgT2d\ntDb2SyIXIkShJPJLgE3ABSc8fumSRyPEMjDQZx1Z6g+OwssKZFp9qa2uysFuM9jZ0Ms733qs43Np\nZRYArY39bDinPFrhCRFTQknkG4H6YK91IeLeYP9UxXoAgFJZH19yKS4H9eVZ7GvsZ3BkEne6dapc\nemYy7pwU2poH8fsD2O2ypCHEQkJJ5LuA9VjFboumlCoA3gAuBwLA/cH/3Q18XGttKqVuxjqkxQfc\nobV+7FS+lxBLYWpE3husWC/JlUQeDutW5LKvsZ9dh/u4cH3x9ONlldnsebON7o5hikrdUYxQiNgQ\nysfdGmCbUqpVKXUk+OdwKG+ulHICPwZGsSre7wJu11pfFPz6OqVUEfBJrKn7K4E75cxzEU2DfWMY\nBrQPTeBy2smR1qxhsaE2F4CdDcd3eZueXpf95EKEZL5e61MVPtdhJfO3YK2LXwpcFuL7fxu4B+sc\nc4CzZhTJPQFsxlp/f1Fr7dVaDwGHsGYAhIiKgb5xMtzJdPSPU5ybOr09SiytopxU8tzJ7Dnah88f\nmH68tNLaT97SOBCt0ISIKfONyH+rlHoSeDeQqbU+OvPPQm+slPog0K21fjL4kMGxfegAw4AbyAQG\nZ3lciIibGPcyMe4lJcOFz2/K+ngYGYbBhpo8xif9HJpx6llyipO8gnQ6Wwfxef1RjFCI2DDfeeRv\nV0qlY42+P6qU2gDsBx4H/hQcPc/nQ4CplNoMnAH8HMifcT0TGMA6kGXm/p4MYME5tfz8+N4SJPcX\nHS2N1n96rgyr+KquMueUYl2u97dUlur+LjyrjKe2tXCofZi3bqyYfrx2VQGvPHeY8REvK+qzluR7\nhUr+7WJbvN/fbOYtdtNajwCPBP+glFoFXAX8GnjHAq+9eOrvSqlngI8C31ZKXay1fi74Pk8BW4Gv\nKaVcQDKwCqsQbl7d3cMLPSVm5ednyP1FydHD1nrtkMdqmeBOcSw61uV8f0thKe+v2O0iyWHjld3t\nXH3esUSeE9zyt2dnGxnZkatRkH+72JYI9zebORO5UuoI8CTwJ+DPWusBrfU+YB9W0dpimcBngZ8G\ni9n2Ag8Eq9a/DzyPNdV/u9Zajj8SUTEYrFgfCCZyac0aXklOOysrs9nZ0EvPwDh5WSkAlJS7sdkM\nq+Dt4gXeRIgEN9+I/O3AW7GOMr1TKdXHscT+ktbaN89rj6O1ntk85pJZrt8L3Bvq+wkRLgN91h7y\nzhEPSU4buVKxHnYbanLZ2dDLzsO9XHZWGQDOJAcFJRl0tg4xOeHDlRzKTlkhEtN8a+Qa0AQTrFKq\nFCu53w1UYa1xCxFXBvvGcThttA2MU1aQLhXrEbB2hbUNbc+RvulEDlBakU1HyxBtzQNU1+VFKzwh\nlr15P+YqpVKwJrauxBpJ24CnsUbmQsQV0zQZ6B8jLcOFr2+U4tzUaIeUEPKzUijITmFfYz8+fwBH\nsJtbWVU2b7zUSOvRfknkQsxjvjXyJ4F64CWsxP0drXVLpAITItLGx7z4vAHsKU7A2ucsImNtdQ5P\nb2vlcNsQ9eVWlXphSSYOh43WJtlPLsR85ttHng30AM1AI9AZkYiEiJKhgeBhKXZrOr1QEnnErKnO\nAWD3kb7px+wOG0Vlbvq6RxkblfpXIeYyZyLXWm/C2iK2A/ggsE8p9bhS6rbgNjQh4srQwAQAEwHr\nfCAZkUfOyops7DaDPUd6j3u8rMrq8tbaKO1ahZjLvL3WtdbdWuv/0Vp/AGt/94NYh5ssuM9biFgz\nPHD81rPCbEnkkZLiclBT6uZo+zAj497px48dayrT60LMZb418iysg0zeEvxTC7wK/BCr4E2IuDI1\nIu8e9ZCd4cKVZI9yRIllbXUOB5oH2Hu0j3NWFQKQV5iOM8lOm6yTCzGn+arWm4AXsZL2Z4DtWuvA\nPM8XIqZNrZF3jXpYGTy4Q0TOmuocHtpymN1HjiVym81GcbmbpoY+RkcmSQueWy6EOGa+RL5Wa900\n34uVUsVa6/b5niNErBganCA5LQlzdEIK3aKgsiiD9BQne470YZomRnAPf0l5Fk0NfbQ1DVC3ujDK\nUQqx/My3Rv5VpdTXlFL1J15QSq1SSn0b65hSIWKe3x9gZGgSZ7CDWFF2SpQjSjw2w2B1VTb9w5O0\n9Y5NP15SYa2Ty/S6ELObr7PbB5VSV2P1Rq8H2gAfUAY0AN/WWj8amTCFCK/hQWt9POCwPtvKiDw6\n1lbnsnVfF3sO904fIZtfFFwnbx5c4NVCJKaFTj/7PfB7pVQOUAMEgCNa6775XidErJkqdBs3ZetZ\nNE3vJz/axxXnWKeh2WzWfvLmw32MjXpITUuKZohCLDshnUQQTNySvEXcmip0G/L4sNsMOSwlSrIz\nXJTmp3GgaQCvz4/TYe0cKCm3Enlb0wC1qwqiHKUQy8u8+8iFSBTTW8/GPOS5k6f7fYvIW1OVg8cX\n4EDLsan06XXyZlknF+JE8ttKCI6NyAc8fgqkEUxUrV1hTa/vmdGuNb8owzqVTgrehDhJSIlcKfXe\nYAV7ulLqb8IdlBCRNjw4gd1hwwfkZ8m0ejTVl2XhdNiOS+R2u42iUjf9PWOMj0nfdSFmWjCRK6W+\nCbwDuB5wAh9SSt0V7sCEiKSRoQmcKVbJSH6WbD2LpiSnndpSN81dIwzNSNrHtqFJ9boQM4UyIr8S\neD8wobXuB96GdZiKEHHB6/EzMe7DcFqFVZLIo2918LCU/TMOS5H95ELMLpRE7j/ha9csjwkRs0aG\nrEI3r9VITBL5MrCq0lon3zcjkRcUZ+Bw2KTgTYgThJLIfwv8GshRSv098Dzwq7BGJUQEDQ9NAjDu\nt/aQ58nWs6irLEonxWVn39Fjidxut1FYmklf96iskwsxw4KJXGv9DeA+rIReDvyL1vpr4Q5MiEiZ\nGpEPeXxkpDpJcYXUXkGEkd1mQ5Vn0zUwTs/g+PTjU9Pr7dLlTYhpoRS7lQKXaa0/B9wN3KSUkpML\nRNwYDiby3nGvTKsvI6uC6+QzR+Wyn1yIk4Uytf5L4HDw763AFuC/whaREBE2MhicWjdNSeTLyOrg\nUbIz18kLizOxO2Q/uRAzhZLIc7TWPwLQWk9qrX8K5Ic3LCEiZ7rYDdlDvpyU5KXhTktiX2M/ZrAH\nvt1ho7Akk96uUSbGvVGOUIjlIZREPq6UesfUF0qpzcBI+EISIrKGhyZxuOyYQL5bRuTLhWEYrKrM\nZnDUM+uxpu0tsk4uBISWyP8O+LZSqlcp1Qv8G3BreMMSIjICAZPR4UnZQ75MrZqaXj96rMtbcZkb\ngA5J5EIAIZx+prXeDqxRSuUCXq31UPjDEiIyxkY9BAImps3aRC6JfHmZLnhr7GfzxnIACksysdkM\nqVwXImjBRK6UOgu4HcgBDKUUgKm1vizMsQkRdlPr42P+AHabQXaGK8oRiZny3CkUZKWwv2kAfyCA\n3WbDmWQnrzCd7o5hvF4/zuBsihCJKpQNs78AfgTsAczgY+bcTxcidgwPWol82OsnJ9OFLTgyF8vH\nyspstuxoo7FjhBUlmYA1vd7VPkxX2xClwel3IRJVKIl8VGt9d9gjESIKRoJd3QY9PoqK0qMcjZjN\n6iorke9r7DuWyMvd7HithfaWQUnkIuGFksj/qJT6FPAHYGLqQa11U9iiEiJCpqbWJ4GcTNl6thyt\nDCbqvUf7+YvzqwAokoI3IaaFksj/Bmsq/e9PeLx66cMRIrKmRuQeJJEvV5mpSZTlp3OodRCvz4/T\nYSclNYms3FQ6WocIBALYbKFswBEiPoVStV51qm+ulLIDPwXqsT4MfBRr8HM/EAB2Ax/XWptKqZuB\nWwAfcIfW+rFT/b5ChGp0ZBLDZuAPQG6mFLotV6ursmnpHuFQyyCrqqyT0YrL3Ozb0U5v1yj5RRlR\njlCI6Amlan0l8DEgDTCCr6nSWl8UwvtfDQS01hcqpS4Gvh58/Hat9Ral1D3AdUqpV4BPAmcDKcAL\nSqk/aa3liCMRVqPDHmxJdpjwkysj8mVrVWU2T77WzL6m/mOJvNxK5O3Ng5LIRUILZT7qf4F+4Exg\nO1AAPBHKm2utH8ZqKANQFXyfs7XWW4KPPQFsBjYBL2qtp/apHwLWh3gPQpwSvz/A2KgH025VqsvU\n+vJVV5aFYYCe0WN9qjFMe4v0XReJLZREbtNafwn4I7ANuA64MtRvoLX2K6XuB76HdQDLzP09w4Ab\nyAQGZ3lciLAZH7UmfKamfXJkan3ZSk12UFmYweG2ISa9fgAy3MmkZSTR3jI43YtdiEQU0vYzpZQL\nOIA1mn5BKZW3mG+itf5g8OjTrcDMYU8mMAAMATPnxjKwRu9zys+P76k0ub/wmxzzATARMMlIdVJe\nunTbmJbD/YVTNO7vzJWFHO0YpnfEy4Z6q996VU0ee7a3YTds5OYvzfZB+beLbfF+f7MJJZH/N/B7\n4K+BV5RSVwFtoby5Uur9QJnW+k5gHPADryulLtZaPwdcBTyFleC/FvzAkAyswiqEm1N393AoIcSk\n/PwMub8IaGmyPisOTvrIzktdspiWy/2FS7TuryIvFYBXdrVRkm2NB3Ly0wDYs6ONVRuKT/t7yL9d\nbEuE+5vNglPrwWYw12utu4FLgB8Dfxni930AOEMp9RzWPvTbgE8AX1FKvYT1QeIBrXUn8H3geazE\nfrsUuolwGx0JnkMeCJDrlvXx5e7YOvmxybrictlPLsScI3Kl1N9prX+slPoSYCqlZq5trwO+utCb\na63HgZtmuXTJLM+9F7h3wYiFWCKjw1Yi9yKFbrHgxHVyl9NOTn4aSS67HGkqElooxW7GjD+c8Hch\nYtbUiNwDsvUsRqysyMYfMGlotRK3YRgUlbkZ7B9nLPjvKUSimXNErrX+cfB/vxyxaISIoNFha/XG\nGpFLxXosUBVZ/GFrE/ubBlg9ozFMU0Mf7S2D1KwsiHKEQkTefFPrUxUDNqwmLUNYXddygE6t9elX\nlggRRaPDkxgOG6YvICPyGDHrOvnUfvJmSeQiMc05ta61ztBaZ2A1hLlRa52ltc7DqjT/U6QCFCIc\nTNNkdGSSgDSDiSmz7ScvKM7EbjdknVwkrFDWyM/SWj849YXW+o/AhvCFJET4eSZ9+LwBvAYYBrjT\nkqIdkgjRievkdoeNguJMertG8Ez6ohydEJEXSiIfVkrdrJRKV0plBo807Q53YEKE09T6+ETAxJ2W\nhM0m9ZuxQlVYzWD2z2jXWlTuxjSho3UoWmEJETWhJPL3AdcC7UALcHHwMSFi1lTF+qjXT3aGFLrF\nknnXyaXvukhAoRxj2ghcM/MxpVRK2CISIgKm9pBPmCb56ZLIY8ls+8mLSjMB6JQRuUhAoRxjegPw\nL1jHmNoAO+ACCsMbmhDhMzpy7MCULBmRx5yVFdkc7RimoXWQ1VU5uJKdZOel0tk2RCAQwGYLZbJR\niPgQyn/t3wI+DezD6rd+H/DtcAYlRLhNNQ/xAtkyIo85s62TF5e58XkD9HaNRissIaIilETer7V+\nGngFcAcbxITaa12IZWls1AsEE7mMyGPObOvkhaXSd10kplAS+ZhSqh7YD1wSPKFMptVFTJs6i9wH\nZMmIPObMtp98ap1cKtdFogklkf8z8DXgUeByoBP4XTiDEiLcxkY94LD+85c18th04n5yd3YKyalO\nOlplRC4SSyiJfLXW+kat9aTWehOwQmv9uXAHJkQ4jY95CAT3jssaeWyqD66TH2i21skNw6CoNJOR\noUlGhiaiGZoQERVKIv/EzC+01n1hikWIiPB5/Xgm/XhNE5fTTorLHu2QxCmoK3NjcCyRAxRNrZPL\n9LpIIAtuPwOalVJPA68CUx9zTa31gueRC7EcjY0e6+qWlZmEYUhXt1iUluykND+dhrYhfP4ADruN\norJjBW+1q+QAFZEYQhmRvwxs4VgSBzmPXMSw8TGrYn3cH5CK9RinyrPw+gIcbbcOa8wvSsdmM2RE\nLhJKKCPyaq31B8MdiBCRMjUi92JKoVuMqyt389S2Fg60DFBb5sbhsJNflEFX+xBejx9nkiybiPgX\nyoh8rVIqI+yRCBEh49OJXLaexbr68uML3gCKyjIxTehql1G5SAyhjMgDQJNSSgPjwcdMrfVl4QtL\niPAZm5HIpWI9tmWluyjITuFgyyCBgInNZlBU6mYHLXS0DlFamR3tEIUIu1AS+T+EPQohImjmiFzW\nyGNffVkWL+xqp6V7hIrCjBkHqMh+cpEYQjn97NkIxCFExIzJ1HpcqS+3EvmB5gEqCjNITXeRmZVM\nR+sQpmnKrgQR9+ZM5EqpwDyvM7XWUkUiYtJUn3UfkJWRFN1gxGmrL7e2nB1oGWTzxnLA2k9+YE8n\nA71jZOelRTM8IcJuzkSutZZzAEVcGh8NdnULyIg8HuRnpZCVnsSB5oHpEXhhaSYH9nTS3jooiVzE\nPUnWIuGMjXrwGZCe4sRhlx+BWGcYBvXlWQyNeujqt+pxi4ONYTpbpHJdxD/5LSYSis/rx+vxMxkw\nyUqXafV4MbUNTQe3oWXnpeFMsssBKiIhSCIXCWWq0G3SNHGnSSKPF/VlViI/GEzkNptBYUkmA33j\njI95ohmaEGEniVwklJkV65mSyONGSX4aacmO6RE5MN13vVPatYo4J4lcJJTxYMW6FxN3mhS6xQub\nYVBXlkXP4AR9wSNMp/aTy/S6iHeSyEVCmZpm9SEj8nhTN70NzRqVF5ZkYhjQIQVvIs5JIhcJZWzk\n2NS6W4rd4spUwdvBZmsEnuRykJOfRlfHMH7/fG0xhIhtkshFQhkbkzXyeFVZmEGS0zY9IgerMYzf\nF6CncySKkQkRXqH0Wj8lSikncB9QCbiAO4B9wP1YB7HsBj6utTaVUjcDt2DNeN6htX4sXHGJxDaz\nz7pUrccXh91GTYmbfY39jIx7SU9xUlSayZ432+hoGaSwJDPaIQoRFuEckb8X6NZaXwS8HfgB8B3g\n9uBjBnCdUqoI+CRwAXAlcKdSSn7DirAYG/VgYn1ilEQef6an14Oj8qnKdSl4E/EsnIn8t8C/zPg+\nXuAsrfWW4GNPAJuBTcCLWmuv1noIOASsD2NcIoGNj3oxbQY2wyAtxRntcMQSO/F88gx3MilpTjrb\npOBNxK+wJXKt9ajWekQplYGV1P/5hO83DLiBTGBwlseFWHJjo55gxboTm5yKFXdWlGRitxkcCBa8\nGYZBUYmb0WEPI8FtaULEm7CtkQMopcqBh4AfaK1/pZT61ozLmcAAMARkzHg8A+hf6L3z8zMWekpM\nk/tbel6Pz2rPakBuVkpYY5B/v+ipLc/iYPMA6ZkppLgcrKjP58jBHsaGvVTX5C/4+uV8b0tB7i/+\nhLPYrRB4EviY1vqZ4MNvKqUu1lo/B1wFPAVsBb6mlHIBycAqrEK4eXV3D4cn8GUgPz9D7i8Mhgas\nAzUmTZP0JEfYYpB/v+haUZSBbuzn1Z2trKnKId1tNf45uK+TgtL5f8kv93s7XXJ/sW2uDynhXCO/\nHWuK/F+UUs8opZ7Bml7/ilLqJawPEQ9orTuB7wPPYyX227XW0hxZLLkxqVhPCHUn9F3PL87AZjNk\nnVzErbCNyLXWtwG3zXLpklmeey9wb7hiEQJmbj0zpRlMHKsNVqofClaqO512cgvS6O4cxu8LYHdI\n+wwRX+S/aJEwxqb7rENmqiTyeJWe4qQ4N5WG1iH8AaujW2GJm4DfpLszfqddReKSRC4SxtTUug9p\nzxrv6sqymPT6aekaBaAweICKnIQm4pEkcpEwpKtb4qgrO/4AlWMnoUkiF/FHErlIGHIWeeKYSuSH\nWqx18gx3Mimp0hhGxCdJ5CJhjEt71oSRn5VCZloSB1sGME0TwzAoLM1kdHhSGsOIuCOJXCSMsVEP\nAZuBw24jxRXWXkgiygzDoK7MzcCIh95BK3EXlVqjdBmVi3gjiVwkjPExLz5M3GlJGNKeNe7VBRP3\nweD0+tTpZ7JOLuKNJHKRELwev9WeNWDK+niCqJs6CS24nzy/KAPDkBG5iD+SyEVCGB+zCt08yPp4\noigvSCfJaZs+0tSZZCe3IJ3uDqsxjBDxQhK5SAjHtWeVPeQJwWG3saI4k7buUUYnrGZARaWZ0hhG\nxB1J5CIhjI0ca88qXd0SR11ZFibQEJxeL5wqeJN1chFHJJGLhDA1tS4j8sQytZ/8xII3WScX8UQS\nuUgIM/usyxp54qgpdWMYxxJ5ZlYyydIYRsQZSeQiIRzXZz3NFd1gRMSkuByU5adzpH0Inz+AYRgU\nlWQyMjTJyPBktMMTYklIIhcJYfy49qzO6AYjIqquzI3XF6CxwypwO3aAymA0wxJiyUgiFwlhZntW\n2UeeWGpPWCcvkoI3EWckkYuEMNWe1eW0k5wk7VkTSX1ZsDFMcD+5NIYR8UYSuUgIY6Mea+uZTKsn\nnJzMZHIyXRxqHcQ0zeMbw/ilMYyIfZLIRdzzenz4vAEmA6YUuiWourIshse8dPaPA9Y6ud9v0tM5\nEhNdS3kAAB2dSURBVOXIhDh9kshF3Ju59UzWxxNT7fQBKtb0etH0ASpS8CZinyRyEfeOr1iXRJ6I\nTmoME6xc75J1chEHJJGLuHesz7opzWASVFl+OikuO4emG8OkkJzilCNNRVyQRC7i3piMyBOezWZQ\nU+Kmo2+MoTEPhmFQWGo1hhmVxjAixkkiF3HvuKl1OTAlYU3tJ2+Y3k8+tU4uo3IR2ySRi7g3Njaj\nz7ocmJKw6qb3k8sBKiK+SCIXcW985FifdZlaT1wrijOxGQYHW63K9YLiqcYwUrkuYpskchH3xsaO\ntWd1y9R6wnIl2aksSudo+zAerx9nkoPc/HS626UxjIhtkshF3Bufas+aZMeVZI92OCKK6sqy8AdM\njrRb0+nSGEbEA0nkIu5NtWeV0biYagxzqPX4/eRygIqIZXJ6hIhr0+1ZMcmUQreEd2JjmKnKdSl4\nE7FMRuQiro3PrFiXEXnCc6e7KMhK4VDLIAHTnG4MI2eTi1gW9hG5Uupc4Bta60uVUrXA/UAA2A38\n//bOPEqSq7rTX0RGZtbWWXsvVa2WhCRfSUbCgxDI0mHzIANjsRownsEMeGRjBksDwmAfzBFgjAGB\nQAMczLDYgA3GIBAysgBhGIMRCJDQILRwpW6pW2qpl9r3yiUi5o8XWZXdXb2pqyozou93Tp6IjHiZ\n9X4VGXHffe+++96gqrGI/BHwx7h4pL9W1X9d63oZJweWDMY4mDO3dvOju/eyZ3SO4cEuNg2V2LVj\njLnZMoODG5pdPcM4btbUIxeRtwKfAupLTn0IeJuqPgPwgBeJyGbgCuBi4LnAe0XEnrjGqrCYeOQ1\nS89qJJx5mLzrNk5upJW17lrfDrwUZ7QBnqyqP0j2vwk8B7gQuFVVq6o6nXzm/DWul3GS0Ni1bh65\nAXDWsI2TG9liTQ25qn4N111ex2vYnwG6gRIwtcJxwzhhFuYtGYxxIFsGOukoBmw/KDGMpWo10sp6\nR603Zl0oAZPANNA4MLUBmDjaF2V9LMv0rQ5e0nasAadu7Vm3v2vXr7U59wn93H7fPoJinsHBDWzc\nUmJ07wxhLUq9tqNh+rLHehvyO0Xkmar6feD5wHeBnwLvEZEi0AacgwuEOyIjIzNrWtFmMji4wfSt\nEuOjc4DrWo8qtXX5u3b9Wp9tg53cfh/c9otHecrZG+nf1MW+x6bZ+9g0hfbsJg3KwrU7EieDvpVY\nr+lncbJ9M/AuEfkRrhFxvaruAz4C/AfOsL9NVSvrVC8j41jXurES9fnk9cQwm5MFVB7dddTOQMNo\nOdbcI1fVnbiIdFT1AeBZK5T5NPDpta6LcfKxMF8lAgqFHMV8dj0t4/g4bUuJnO8dErm+e9cEp589\n0MyqGcZxYwlhjEyzMF+l5kHvhuLRCxsnDcV8jm2bNvDwvhnK1ZDuXpcYZveu8WZXzTCOGzPkRmaJ\n45iF+QqVOKanywy5cSBnbe0mjGJ27pnG8zw2DZWYHF9gfrbc7KoZxnFhhtzILNVKSBTG1MAMuXEI\nZw6vnBjGpqEZacMMuZFZGpPBWNe6cTAHB7xtGrLEMEY6MUNuZJbGiPUeW/nMOIjuriKDPW1LC6hs\nGrLEMEY6MUNuZJaFhjzr5pEbK3HmcA/z5Rp7RufIFwI2bikxsneGMIyO/mHDaBHMkBuZpbxQN+Q2\nRm6szNL65En3+tZTewlrEWP7Z5tZLcM4LsyQG5mlUg4BCDFDbqxMfSW07UnA29bTegFbCc1IF2bI\njcxSKbv1ekKg28bIjRUYqi+gsnvZIwfYawFvRoowQ25klrohbysGBDn7qRuH4nseZwx3s39ygam5\nCn0DnbS1580jN1KFPd2MzFJODHmneePGEVjuXp9cSgwzM7VoiWGM1GCG3MgsC0mwW8nGx40jcJYl\nhjFSjhlyI7PMzbl55P29HU2uidHKnD7kFlCxxDBGWjFDbmSWhYUaETEDve3NrorRwrgFVLrYtdct\noGKJYYy0YYbcyCyVco0QGOhua3ZVjBbnzOEewijmgYcnyBcC+gY7LTGMkRrMkBuZpVYJCYF+M+TG\nUagnhrlvp1vGdNNwtyWGMVJD0OwKGMZaEYWReeSrSBzHxLUatfl5wtlZ4igiDkOIQuIwgrBGHEXg\neXi+D34Oz/eSrQ++j5fL4RUKeEGA53nNlrREPXL93ofGedb5W9g8VOLeOx9j36PTbNxSanLtDOPI\nmCE3sksMeB5d7flm16QliOOYaHGRcGaGaG6WcG6WcHaWcHaOcG7WHZudI5yfJ66UiRYXicrl5f1K\nBcKQ7atRGd/HLxTwikW3LRTxiwX8Yjt+Zye55HXgfhe5ri6CUjd+Z+eqNgR6uooMdLfxq53jbgGV\neuT6Y9Oct2p/xTDWBjPkRqYJcl5LeX5rRVStUBs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HnbSMpFMee1O3k5QQx/rK2G6IUl6QxrLidA7WdNPe03fK46MNYU7o6VtZCiHm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\nZ+xXq6q1eRonR3Giab1/OGhaD/Ksx9Jp5r7jHwH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1iOK8NArmadka686us5GanMCLh3rw++ee/pRfmEG6NYnWxkH883SBE0KsDEnk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\n6jAjN0LN0YLdDkXjH11E5zUfJVpXT99NN7Lj+i8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hvOVkJLJpdR7tvaPsPTH/IjZ7QiyllZn0do3Q0zkchAiFiC6SyIVYoFbv/HjB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\nttQTT9hq01Je2DvSElrm/OVndWU8rO4VCqSHjjD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Etly3FLfby3NPHMLl9IQsFiHCwcqVq/nv/36UzZuvDHUoEySRCxFkI8NOtj93HJvdypbr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\n1sgtiaVcquIDyxYfnRiPPzZzpdzl1143ZeIAmeX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v3kBaWSkZIQNMk1CwH6cnw+pYMVc55WhMM4CbEB0Dm6kcOyWP99bLAjFi9Lvw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\nr30AWbgM3XaAi57TFXZoxpwQu1Ux8eX7jE6O01L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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -25550,22 +2333,116 @@ "for model in models:\n", " total = pvlib.irradiance.total_irrad(32, 90, \n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'],\n", - " DNI=irrad_data['DNI'], GHI=irrad_data['GHI'], DHI=irrad_data['DHI'],\n", - " DNI_ET=dni_et, AM=AM,\n", + " dni=irrad_data['dni'], ghi=irrad_data['ghi'], dhi=irrad_data['dhi'],\n", + " dni_extra=dni_et, airmass=airmass,\n", " model=model,\n", " surface_type='urban')\n", " totals[model] = total\n", - " total.plot()\n", - " plt.title(model)\n", - " plt.ylabel('Irradiance (W/m^2)')\n", + " total.plot();\n", + " plt.title(model);\n", + " plt.ylabel('Irradiance (W/m^2)');\n", " \n", " \n", "plt.figure()\n", "for model, total in totals.items():\n", - " total['total'].plot(lw=.5, label=model)\n", + " total['total'].plot(lw=.5, label=model);\n", " \n", - "plt.legend()\n", - "plt.ylabel('Irradiance (W/m^2)')" + "plt.legend();\n", + "plt.ylabel('Irradiance (W/m^2)');" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } + ] + }, + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:05:07 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:05:07 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:05:07 2015 South Africa Standard Time" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" ] }, { @@ -25580,21 +2457,21 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 2", "language": "python", - "name": "python3" + "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 3 + "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.4.3" + "pygments_lexer": "ipython2", + "version": "2.7.8" } }, "nbformat": 4, diff --git a/docs/tutorials/pvsystem.ipynb b/docs/tutorials/pvsystem.ipynb index c18b9cfed1..21bdd580cc 100644 --- a/docs/tutorials/pvsystem.ipynb +++ b/docs/tutorials/pvsystem.ipynb @@ -172,19 +172,9 @@ "outputs": [ { "data": { + "image/png": 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"text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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V8E7/XxxYF0xIEiXjkwPb1JwuMh+FPvFMJh9yJLKQSiZxM0sBbwDeDWwCUsBr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\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -195,9 +185,9 @@ "angles = np.linspace(-180,180,3601)\n", "ashraeiam = pd.Series(pvsystem.ashraeiam(.05, angles), index=angles)\n", "\n", - "ashraeiam.plot()\n", - "plt.ylabel('ASHRAE modifier')\n", - "plt.xlabel('input angle (deg)')" + "ashraeiam.plot();\n", + "plt.ylabel('ASHRAE modifier');\n", + "plt.xlabel('input angle (deg)');" ] }, { @@ -209,19 +199,9 @@ "outputs": [ { "data": { + "image/png": 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K59zB2oejwNnOuWep7i72IaDd/9Ik6maKZQozJY13i5yGjnyGCjBR0OYkcVLP\nQOMXgPPM7Drgl6luUPIJX6uSWNBkNZHTpxnn8VRPePc55z4KvBb4rHPuf6OWtzSALhMTOX0K73iq\nZ6ZQorYZyeuAa8zs4jq/T2RJWhpV5PQpvOOpnpb3HwJ/BXzYObcH+Bjwe75WJbGgbnOR09ehncVi\nqZ4W9GXATc65QwDOuZf5W5LExfiU122ujhyRU6WWdzzVc9bMA3eb2W6qG5R81TmnZ4mctomp6uzY\ndnWbi5yy9lz1NO69niQe6tnP+8+Ac4EPAtcCD5nZ39bGvhdlZkkz+4SZ/cDMvmtmZy3ydZ8ys/92\nKsVLaxuvnWw62tTyFjlV7W0K7ziqd03KPLANOAsoA4PA35jZB5f4ntcB2Vo3+x8BH174BWb2m8AL\nef4KbhID3nWpanmLnLqO2utnoqAO0ThZNrzN7PPA01RXWvtz59wLnXPvBW4AfmOJb70CuAPAOXcv\nsHPB474MeBHwSbRiWyxN1Ma8vW4/EVk5r+U9rpZ3rNTT8r4LOMs59zbn3Pe9G51zBeD8Jb6vGxiZ\n93nJzJIAZrYBeC/wOyi4Y2tC3eYip60tmyKR0AprcVPPWfM24K1mtoa5oK04597vzUBfxAjQNe/z\npHOuXPv4l4E1wL8C64F2M3uitgDMSfX1tZNOp+ooN3j9/V3Lf1EEne5xT5fKpFNJNm7oIZFonfdw\n+nvHSyscd2c+Q2Gm3NBaW+G4/dAqx11PeH8VOAI8xso2JtkF/BLwRTN7CfCwd0dtxbaPApjZW4Fz\nlwpugKGhiTp+ZPD6+7sYGBgNu4zANeK4h8emaW9Lc+zYWIOq8p/+3vHSKsedz6YZHS80rNZWOe5G\na8bjXuzNRD3h3eecu+oUfuZtwPVmtqv2+c1mdiPQ6Zy7ZcHXasJaDE1MzWiBFpEGaG9Lc+KYtgWN\nk3rC+1Ez2+mcu38lD+ycqwDvXHDzUyf5us+u5HElGiqVChNTRdb2ajtQkdPV3pZmulhmplgmk673\nIiJpZYuGt5k9U/swD/w7MzsIeDMiKs657X4XJ9E1PVOmVK7oMjGRBmifvVysSE86G3I1EoSlWt7X\nLvh8JePdIkvylkZt10xzkdM2t8raDD0dCu84WPTM6Zx7FsDMssBvA6+g2vL+V+DWIIqT6JpboEXh\nLXK6OrTKWuzUc+a8FWgDPgWkgLdQXRXtd32sSyJudl1zLdAictq0UEv81HPmfBFwXm0CGmb2NaqX\njYmcstkwJ0K2AAARJ0lEQVQdxTTmLXLaZse8p7REalzUMy1xPzB/ctpa4KA/5UhczO0oppa3yOma\n7TbXKmuxUe+Z8yEzu5PqmPe1wAEzu53qrPNX+VadRJa6zUUax3sdqds8Puo5c35gwed/O+9jLa4i\np8RrIWhdc5HT53WbTyq8Y2PZM6dz7u4A6pCYmbtUTGPeIqdrbsKaxrzjQkvxSCgmNeYt0jDtGvOO\nHYW3hGJc24GKNMzcIi0K77hQeEsoJqZmSABtmrAmctrSqSS5TErd5jGi8JZQTBSK5HNpki20j7dI\nM2tvS6vlHSMKbwnF+FRR490iDaTwjheFt4RioqDwFmmkjlyayUKRckVX8MaBwlsCVyqXKUyXtECL\nSAO1t2WoAFOacR4LCm8J3NR0CYC8wlukYdpyKWDu9SXRpvCWwHnXeCu8RRrHez3pWu94UHhL4Ca9\nlndW4S3SKN7raaqglnccKLwlcJO1lkG+LRVyJSLRka91m6vlHQ8KbwncbHir5S3SMF63+dS0wjsO\nFN4SuMnayUWrq4k0jsa840XhLYGbLHizzdVtLtIoGvOOF4W3BG5K3eYiDacx73hReEvgvG5zXSom\n0jizY94K71hQeEvgJqe0SItIo3lzSCYV3rGg8JbAzba8sxrzFmkUb7nhSa2wFgsKbwmc1zLQbHOR\nxmmrvRlWyzseFN4SuNnrvDXbXKRh0qkk2XRS4R0TCm8J3OR0iWwmSSqpp59II7Xl0uo2jwmdPSVw\nk4WiLhMT8UE+m1LLOyYU3hK4qUJRM81FfJDPpXWpWEwovCVwE4WSxrtFfJDPpZkulimWymGXIj5T\neEugZmonFrW8RRpvbnMSjXtHncJbAjU1raVRRfzirZ2gJVKjT+EtgZq7xlvd5iKNpiVS40PhLYGa\n21FMLW+RRtMSqfGh8JZAqdtcxD/eRNBJbQsaeQpvCdREQTuKifglr5Z3bCi8JVBTs93mGvMWaTSv\nR8vb/EeiS+EtgVLLW8Q/annHh8JbAuWNebdpzFuk4TTmHR8KbwmUd1JpV8tbpOG8N8VT6jaPPIW3\nBGr2Ou+sxrxFGi1Xe10VtMJa5Cm8JVCz3eaasCbScN6bYi2PGn0KbwmUd1LRmLdI4+Vnw1vd5lGn\n8JZAzYW3Wt4ijZZOJUkmEkzNqOUddQpvCVRhpkQ6lSCd0lNPpNESiQRt2ZS6zWNAZ1AJ1NR0iVxG\nrW4Rv7TlUrOLIUl0KbwlUIXposa7RXyUy6QoqNs88hTeEqip6ZLGu0V81JZNa8JaDCi8JVBT06XZ\na1FFpPHasimKpQrFUjnsUsRHCm8JTLFUplSuqOUt4iNd6x0PCm8JjHcy0YQ1Ef+06VrvWPBt5pCZ\nJYGPARcCBeDtzrk98+6/EfhdoAg8AvyWc67iVz0SPm1KIuI/7/WlJVKjzc+W9+uArHPuZcAfAR/2\n7jCzPPDnwDXOuSuBHuAXfaxFmoAWaBHxX07d5rHgZ3hfAdwB4Jy7F9g5774p4KXOuana52lg0sda\npAkUFN4ivtOYdzz42X/ZDYzM+7xkZknnXLnWPT4AYGbvAjqcc3cu9WB9fe2k08150u/v7wq7hFCs\n9Lj3D1bfn63qa2/p31kr1346dNytYc2qDgBy+cxp1d5qx90orXLcfob3CDD/t5B0zs1eu1AbE/9L\n4Gzgjcs92NDQRMMLbIT+/i4GBkbDLiNwp3LcRwbGACjNlFr2d6a/d7y04nEXa3NLjgyMnXLtrXjc\njdCMx73Ymwk/u813Aa8CMLOXAA8vuP+TQA54/bzuc4mwuQlrzdmDIhIF6jaPBz9b3rcB15vZrtrn\nN9dmmHcC9wNvA+4B7jIzgL9xzn3Vx3okZN6SjQpvEf94ry8tkRptvoV3bVz7nQtufmrexzqDx0xB\n13mL+M57fek672jTIi0SmEnNNhfxnXedt3YWizaFtwRm7lIxLdIi4pe2XK3lrW7zSFN4S2C8bjxt\nTCLin7aMJqzFgcJbAqMJayL+m+0215h3pCm8JTDamETEf9lMkgRa2zzqFN4SmNnwVstbxDeJRIJc\nNqVu84hTeEtgpqaL5DIpkolE2KWIRFpbNqVu84hTeEtgCtMljXeLBKAtm1a3ecQpvCUwUzMldZmL\nBEDd5tGn8JbATE2XZi9jERH/5LMppotlyuVK2KWITxTeEohypcK0us1FApHNaH3zqFN4SyCmZ0pU\ngJxWVxPxXU7hHXkKbwlEQeuaiwRG4R19Cm8JhK7xFgnObHhr0lpkKbwlEFNqeYsEJputntqnZ8oh\nVyJ+UXhLILzuOy2NKuI/dZtHn8JbAqHwFgmOwjv6FN4SiGmFt0hgFN7Rp/CWQMy2vDXmLeI7hXf0\nKbwlEIXaxJlsWk85Eb95i7RMa7Z5ZOlMKoFQt7lIcHK12eZqeUeXwlsC4Z1Esuo2F/FdW6a6kmFB\nl4pFlsJbAjE75p1WeIv4LZtRyzvqFN4SiOnp2ph3Rk85Eb95E0MV3tGlM6kEolDUbHORoHhzS6YV\n3pGl8JZAaMKaSHC819mUZptHlsJbAuFtkJDVmLeI79Tyjj6FtwRiulgd8/YuYRER/ySTCdKppMa8\nI0xnUglEYaZEOpUgldRTTiQIuUxSl4pFmM6kEojCTEnj3SIBymVT2s87whTeEojpmdLsko0i4r9c\nJqVu8whTeEsgCjNlhbdIgLKZlCasRZjCWwJR7TbX000kKLlMiulimXKlEnYp4gOdTcV3lUqF6WmN\neYsESZeLRZvCW3xXLJWpgLrNRQKUm13fXDPOo0jhLb7zTh5qeYsEx3u9adJaNCm8xXfe5Soa8xYJ\njrf97rQuF4sknU3Fd9O1TUnUbS4SHLW8o03hLb4raFMSkcApvKNN4S2+m92UROEtEhiFd7QpvMV3\ncxPW9HQTCcrcbHOFdxTpbCq+864zVctbJDjZ2eu8dalYFCm8xXca8xYJ3my3uWabR5LCW3w3rfAW\nCVwuqzHvKFN4i++0SItI8DRhLdoU3uK7uTFvPd1EgpLTmHek6WwqvtOYt0jwvDfL3iJJEi0Kb/Hd\ntLrNRQKXTWtXsShTeIvvvJa3t9ayiPhvtuWtbvNIUniL72a7zdN6uokExbvOu6Bu80jS2VR8V9Ai\nLSKBy6TV8o4yhbf4Ttd5iwQvmUiQTSc15h1RCm/xXWGmTCadJJlMhF2KSKxkMymmi2p5R1Harwc2\nsyTwMeBCoAC83Tm3Z979vwT8CVAE/s45d6tftUi4kgnozGfCLkMkdjrzGfSWOZp8C2/gdUDWOfcy\nM3sx8OHabZhZBvgIsBOYAHaZ2decc0d9rEdC8tZfOJcZvfsXCdw7Xns+lUrYVYgf/Ow2vwK4A8A5\ndy/VoPacB+x2zg0752aA7wNX+ViLhGhzfyfbNnSHXYZI7Gxd18UZ67vCLkN84Gd4dwMj8z4v1brS\nvfuG5903CvT4WIuIiEhk+NltPgLMf8uXdM55fafDC+7rAoaWerD+/q6mHbrp74/nO1sdd7zouONF\nx93c/Gx57wJeBWBmLwEennffk8A5ZtZnZlmqXeb/5mMtIiIikZGo+DSbwcwSzM02B7gZuAzodM7d\nYma/CLyX6huITzvnPu5LISI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"text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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VksRPd4zaPaVuNKhNZGXmkrhGqMdOLcl4l5n9d+CjQILKmuoP+RqVxMqkppeJ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\nF7jTr3ikMXS0ZcIOQSRWOlq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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -232,9 +212,9 @@ "angles = np.linspace(-180,180,3601)\n", "physicaliam = pd.Series(pvsystem.physicaliam(4, 0.002, 1.526, angles), index=angles)\n", "\n", - "physicaliam.plot()\n", - "plt.ylabel('physical modifier')\n", - "plt.xlabel('input index')" + "physicaliam.plot();\n", + "plt.ylabel('physical modifier');\n", + "plt.xlabel('input index');" ] }, { @@ -246,19 +226,9 @@ "outputs": [ { "data": { + "image/png": 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K1PNmtRKLRthSaJES0RlQ6tLWXePM6W6Ztgzo1rFteHgsVZO5NLHFHX7T+daS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\n+8eZms2bl5K3VEV2ZuWt5C1Sdk7huIo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"text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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8+waWtX14F5FQRJueSE1a3rqE4eQIByYm10tvqo/S0VLHzl5thCKTijqdy1p7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\nMsQlSZooQ1ySpIkyxCVJmihDXJKkifoJ8QxF/J6bLjEAAAAASUVORK5CYII=\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -266,12 +236,12 @@ } ], "source": [ - "plt.figure()\n", - "ashraeiam.plot(label='ASHRAE')\n", - "physicaliam.plot(label='physical')\n", - "plt.ylabel('modifier')\n", - "plt.xlabel('input angle (deg)')\n", - "plt.legend()" + "plt.figure();\n", + "ashraeiam.plot(label='ASHRAE');\n", + "physicaliam.plot(label='physical');\n", + "plt.ylabel('modifier');\n", + "plt.xlabel('input angle (deg)');\n", + "plt.legend();" ] }, { @@ -354,19 +324,9 @@ "outputs": [ { "data": { + "image/png": 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D0cadu46nfkZsUSK+NoOZ6zuzzeNa423tycvhK7ExtuZo6qccvnyi3aunKRQK5o0bwvjh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\naV8LrASw1q4HLriN2bqilVAbxpNDppMYFVfPhxQREWnZ6lv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"text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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N32kuRGcT4hDAisBFqJQqtkTv4kLapQb7mZuo+ePzwbg7WvDdtXS2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\nEyGXK5ATHgAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -381,7 +341,7 @@ "winds = pd.Series([10, 5, 0], index=times)\n", "\n", "pvtemps = pvsystem.sapm_celltemp(irrads, winds, temps)\n", - "pvtemps.plot()" + "pvtemps.plot();" ] }, { @@ -399,20 +359,17 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] }, { "data": { - "image/png": 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glOoBHC6tSlxXoE8gdxt38O25XyEhKI79VYf56cHfsL8qF0//6GR6egQP3Z/D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\nnaZAFVlmzOxLwDMzV8cvwuc/SHBF+iPzeM8twHfdfecc1r0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gO0oUVyBBoDfpn77ccUY+F3gJCAKWAjuAB5RSR0dZ40hJkI9SS18bL597g8KW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\nERGRGPt/2jMLW6sZolYAAAAASUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -421,12 +378,17 @@ ], "source": [ "wind = np.linspace(0,20,21)\n", + "print(type(wind))\n", + "\n", + "\n", + "\n", "temps = pd.DataFrame(pvsystem.sapm_celltemp(900, wind, 20), index=wind)\n", "\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('wind speed (m/s)')\n", - "plt.ylabel('temperature (deg C)')" + "\n", + "temps.plot();\n", + "plt.legend();\n", + "plt.xlabel('wind speed (m/s)');\n", + "plt.ylabel('temperature (deg C)');" ] }, { @@ -445,19 +407,9 @@ "outputs": [ { "data": { + "image/png": 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cf733v/9USq02pywhhDBPR1cP24+VcOhiJYYBU0fHs35eGoMHeL+/t8vt4kjl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\nyLAgfntxOtPHD8VqsXg9xu3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Lz/F5S1Mh7qXb4WLXqVIOnCnH5TYYPyqGNzPSSRgUTmhw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\nEkmM7T+KqblT1EYXEZGYS9hCXnumkTfX7WLVxv2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"text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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IjkgysXIxUPW2Z/7mTRr1B0A28AOl1GPmlCWEEPcewzA4dbWKrYfzaG7rZnhk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\nQmCC\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -468,10 +420,10 @@ "atemp = np.linspace(-20,50,71)\n", "temps = pvsystem.sapm_celltemp(900, 2, atemp).set_index(atemp)\n", "\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('ambient temperature (deg C)')\n", - "plt.ylabel('temperature (deg C)')" + "temps.plot();\n", + "plt.legend();\n", + "plt.xlabel('ambient temperature (deg C)');\n", + "plt.ylabel('temperature (deg C)');" ] }, { @@ -490,19 +442,9 @@ "outputs": [ { "data": { + "image/png": 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b5e4IfuPCJNYvGLoIvq2vnb1l+ZyuPY/LcJESnkhO6npSI5KGZHwxvHkSy38X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\nJXT1OoiPCmZbZgYqYdygHN/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Il22ZioUzYrB6EMHf7qxjZ8k+rjfdAmBO1Aw2pa4lOijK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\n/ae4w/K7cO8r/9BaW3aRa1YBB4wxa86zz+ny80LxvgTc4MX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"text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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pLwJorfuUUi6T6xJCiCGvq9cd0x84/aeY/pElmYyK9N7n3z2OXvZUHWRf1SFs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\n2GwcsAAYCzzq1nYPMAP4R/e9n4YzxfDPgGeAH4tIpnsp2Aj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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -513,10 +455,10 @@ "irrad = np.linspace(0,1000,101)\n", "temps = pvsystem.sapm_celltemp(irrad, 2, 20).set_index(irrad)\n", "\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('incident irradiance (W/m**2)')\n", - "plt.ylabel('temperature (deg C)')" + "temps.plot();\n", + "plt.legend();\n", + "plt.xlabel('incident irradiance (W/m**2)');\n", + "plt.ylabel('temperature (deg C)');" ] }, { @@ -535,19 +477,9 @@ "outputs": [ { "data": { + "image/png": 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ZmZm10t2UrwC2BJ4DPgnsBDwFbBIR9/dJOjMzM5uv2zamEfE8cFQfZamFeXPf5sknn2Tq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\ndF17teKj/WU9Sw4FNo+ITwG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"text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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nXTYzM7MM6pq4I+IvwKw2q/cAxqePxwOfqWcMZmZmvUke97hHR8S09PE0YHQO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\nhTuinsTEdm8G8LikFUxkl4/Znl+xpkG0rPk3vjM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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -567,16 +499,11 @@ "for model in models:\n", " temps[model] = pd.Series(pvsystem.sapm_celltemp(1000, 5, 20, model=model).ix[0])\n", "\n", - "temps.T.plot(kind='bar') # try removing the transpose operation and replotting\n", - "plt.legend()\n", - "plt.ylabel('temperature (deg C)')" + "temps.T.plot(kind='bar'); # try removing the transpose operation and replotting\n", + "plt.legend();\n", + "plt.ylabel('temperature (deg C)');" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -1310,7 +1237,7 @@ } ], "source": [ - "inverters = pvsystem.retrieve_sam('sandiainverter')\n", + "inverters = pvsystem.retrieve_sam('sandiainverter', samfile='c:/sandiainverter.csv', updatelocalFile=False)\n", "inverters" ] }, @@ -1323,19 +1250,9 @@ "outputs": [ { "data": { + "image/png": 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OkZLk4f5ZhulXDSJBE+5igopeRCSO7T1az9KyCk7WtjBsQC9KiosY1C/T7VjShVT0IiJx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\nn5RkLX4jIhJvomkW1jRgLYC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"text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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rjTkzvsOUCYPcLktE2lHoi8gl27armudX7aS+qY3JYwfyxMxJ9O2T4XZZInIW\nhb6IXLSW1iAvr9/N+18cIS01mYfvmsjtV+Zr3nyROKXQF5GLsv9oLQtL/FSebGREXh8WFPnIz+3j\ndlki0gmFvohckFDI4dV1u1j2zk6CIYfpU0dy3y1jSUvVvPki8U6hLyJRO366icUlfnZVnKZ/dgZz\nZxXgGz3A7bJEJEoxDX1jzBJgFlBlrZ0cWTcAeAUYBZQD91trT0Xuexp4AggCP7bWrollfSISvY9L\nj/GHNbtoaglww2VDeXDaePr0SnO7LBG5ALHuj3semH7WuqeAtdbaicD6yG2MMT7gAcAXeczvjTHq\nLxRxWWNzgIXLS1lY4icUcpgzcxJPPXqNAl+kB4rpkb61dpMxZvRZq4uBWyPLS4GNhIP/XuBla20b\nUG6M2QNMBT6OZY0i0rFdh06xqMTPidpmxg7LYUGRj7z+WRqdL9JDufGb/mBrbWVkuRI4c6mtYXwz\n4CuA/O4sTETCAsEQf/5gP29/fACA4htHM/uG0aSmqPNNpCdzdSCftdYxxjidbNLZfSISA8dONrKo\npJT9R+sY1DeTBUWFjB/e1+2yRKQLuBH6lcaYIdbaY8aYoUBVZP1hYES77YZH1nUqN1cX8YiG2il6\nXm0rx3FY88kBFv35K1pag9x+9QievG8yWZnn/u3eq+10odRO0VNbxZ4bob8ceAz4deTvW+3WLzPG\nPEO4W38CsOV8T1ZdXRejMhNHbm622ilKXm2rusZWXli1k227j5OVkcpf31vI1ILBNNQ101DX/K3t\nvdpOF0rtFD21VXQu9YtRrE/Ze5nwoL1BxphDwD8D/wq8aoyZS+SUPQBrrd8Y8yrgBwLAj6y16t4X\nibGv9p/guRVlnG5oZdLIfsyb7WNATqbbZYlIDMR69P5DHdx1Zwfb/wr4VewqEpEz2gJBXtu4l3Vb\nK0hJTuIHt43jnqkjSU7WyHyRRKUZ+UQ8qKKqnmdLSjlc3cDQgVksKCpk1BD9niqS6BT6Ih4SchzW\nfXqI19/bSyDoMO3KfO6fNp6MtBS3SxORbqDQF/GImroWlqz0U1peQ05WGnNmFnD5+EFulyUi3Uih\nL+IBn9lqXlhVRkNzgMvGDWTOzAL69k53uywR6WYKfZEE1twa4OV1u9m04yhpqck8cvdEbrsiX9Po\niniUQl8kQe07UsvCklKqapoYmdeHBcWFDBvU2+2yRMRFCn2RBBMMhVi5+QDLPyjHcRxmXDuS+24Z\nq3nzRUSARUHfAAASEElEQVShL5JIqk81sWiFnz0Vp+mfncG82T4KRvV3uywRiRMKfZEE4DgOm0uP\n8dKaXTS3BrlmUh6PTjf07mDefBHxJoW+SA/X0NzGH96xbCmrIiM9hbmzCrjhO0M0WE9EvkWhL9KD\n7TxQw+KVfk7WtjAuP4f5RYXk9evldlkiEqcU+iI9UCAY4s1N+1j98UGSkpK496YxzL5hFCnJGqwn\nIh1T6Iv0MEdPNLBwuZ8DlXXk9stkQVEh4/L7ul2WiPQACn2RHsJxHDZuP8Ir63fTGghx0+ShPHTn\nBHpl6G0sItHRp4VID1Db0MoLq3ayfc9xememMm+2j6sn5bldloj0MAp9kTi3Y+9xlqwso7axjYJR\n/Zk320f/7Ay3yxKRHkihLxKnWtuCvPruHjZ8fpjUlCQeuH08d10zgmSdiiciF0mhLxKHDlbW8ezy\nUo6eaCR/UG/mF/kYOTjb7bJEpIdT6IvEkZDj8M6Wg/zHe/sIhhzuvGo4379tHOlpKW6XJiIJQKEv\nEidO1jazeIWfnQdP0bd3OnNnFfCdsQPdLktEEohCXyQObCmr5MXVlsaWAFdMGMRjMyaRk5Xudlki\nkmAU+iIuamoJ8Me1u/joq2OkpyXz2HTDLZcP07z5IhITCn0Rl+ypOM3CklKOn25m9JBsFhQXMmRA\nlttliUgCU+iLdLNAMETJh+Ws2FwODsy6fhT33jSG1BTNmy8isaXQF+lGlTWNLCrxs+9ILQNzMplf\n5GPiiH5ulyUiHqHQF+kGjuOwacdRXl63m5a2INcVDuaHdxmyMvUWFJHuo08ckRirb2pj6aqdfLar\nml4ZqSwo9nGdb4jbZYmIByn0RWKodP9Jnlvp51R9KxNH9GPe7AIG9e3ldlki4lEKfZEYaAsEeeO9\nfaz59BApyUn81a1jmXHtKJKTdSqeiLhHoS/SxSqq61m4vJSK6gaGDMhiQbGP0UNy3C5LREShL9JV\nQo7D+q0VvLZxL4FgiNuuyOeBaePJSNe8+SISHxT6Il2gpq6FJSv9lJbXkJ2VxpwZ32HKhEFulyUi\n8g0KfZFL9JmtZunqndQ3tTF57ECemDmJvn0y3C5LRORbFPoiF6m5NcDL63azacdR0lKTefiuidx+\nZb7mzReRuKXQF7kI+47UsrCklKqaJkbk9WFBcSH5g3q7XZaISKcU+iIXIBgKsXLzAZZ/UI7jOEy/\ndiT33TyWtFTNmy8i8U+hLxKl6lNNLFrhZ0/FafpnZzBvto+CUf3dLktEJGoKfZHzcByHj746xh/X\n7qK5Ncg1k/J4dLqhd2aa26WJiFwQhb5IJxqa23hxteXTnVVkpqcwd1YBN3xniAbriUiPpNAX6UBZ\n+UkWryyjpq6F8fl9mVfkI6+f5s0XkZ5LoS9ylrZAiDff38c7Ww6SlJTEd28ew6zrR5GSrMF6ItKz\nKfRF2jl4rJZfv7iVg1X15PXvxfwiH+OG9XW7LBGRLuFa6BtjyoFaIAi0WWunGmMGAK8Ao4By4H5r\n7Sm3ahTvcByHDZ8f5rV399AaCHHL5UN58I4JZKbre7GIJA43P9Ec4DZr7cl2654C1lprf2OM+afI\n7adcqU4843R9C0ve3smX+06QnZXO/CLDVSbX7bJERLqc24cxZw+BLgZujSwvBTai0JcY2ra7muff\nDs+bXzhmAD995GpCrQG3yxIRiQm3j/TXGWOCwLPW2kXAYGttZeT+SmCwa9VJQmtpDfKnDbt5b/sR\nUlOSeejOCdxx1XAG9u1FdXWd2+WJiMSEm6F/o7X2qDEmF1hrjNnZ/k5rrWOMcVyqTRLY/qO1LCzx\nU3mykeG5fVhQ7GN4bh+3yxIRibkkx3E/V40xPwfqgfmEf+c/ZowZCrxrrZ3UyUPdL156jGDI4Y0N\nu1n2zk6CIYfv3jqOR2cWkJaa4nZpIiLRuqSZwVw50jfGZAEp1to6Y0xv4G7gl8By4DHg15G/b53v\nudQVe365udmeb6fjkXnzd1ecpl+fdObO9lE4egCnahq/sZ3aKjpqp+ionaKntopObm72JT3ere79\nwcCbxpgzNfzRWrvGGLMVeNUYM5fIKXsu1ScJwnEcPi6t5KW1lqaWIFebXB6dPok+vTRvvoh4jyuh\nb63dD0w5x/qTwJ3dX5EkosbmNl58x7KlrIqM9BSemFnAjZM1b76IeJfbp+yJxIQ9WMOiFX5O1rYw\nblgO84t85PXPcrssERFXKfQloQSC4XnzV38Snjf/3pvGMPsGzZsvIgIKfUkgR443sLCklIOV9eT1\ni8ybn69580VEzlDoS4/nOA7vbjvMKxv20BYIcdNlQ3nojgn0ytDuLSLSnj4VpUc73dDK82+XsWPv\nCXpnprKgyMdVJs/tskRE4pJCX3qs7buP8/yqMuoa2ygc3Z8nZvnon53hdlkiInFLoS89TktrkFc2\n7GZjZN78B++YwJ1XDydZp+KJiHRKoS89SvmxWp5dfmbe/N4sKCpkeJ7mzRcRiYZCX3qEUMhh1ScH\neGvTfoIhh7uvGcFf3TpW8+aLiFwAhb7EveOnmli8ws+us+bNFxGRC6PQl7i2ufQYL60Jz5t/1cRc\nHpuhefNFRC6WQl/iUmNzG39Ys4tP/JWaN19EpIso9CXufGPe/Pwc5s/WvPkiIl1BoS9xIxAM8eam\nfaz+WPPmi4jEgkJf4oLmzRcRiT2FvrjKcRw2fH6YV98Nz5t/82VDeVDz5ouIxIQ+WcU1mjdfRKR7\nKfTFFZo3X0Sk+yn0pVudPW/+Q3dO4I6rNG++iEh3UOhLt9l/tJaFJWfmze/DgmIfw3M1b76ISHdR\n6EvMhUIOKz8+wPIPwvPm3zN1BN+7ZRxpqToVT0SkOyn0JaaqTzWxaIWfPRWn6Z+dwdxZBfg0b76I\niCsU+hITjuPw0VfH+OPaXTS3Brl6Uh6P3mM0b76IiIsU+tLl6pva+MM7lk93VpGZnsLcWQXc8B3N\nmy8i4jaFvnSpsvKTLF5ZRk1dC+OH92X+bB+5/Xq5XZaIiKDQly7SFgjx5vv7WL3lICnJSdx3y1hm\nXjdS8+aLiMQRhb5cssPV9Sws8XOoqp7B/XuxoLiQMUNz3C5LRETOotCXixZyHNZ/VsFr7+4lEAxx\ny+XDePCO8WSma7cSEYlH+nSWi3KqvoUlK8v4av9J+vRKY87MQq6YkOt2WSIi0gmFvlywz2w1S1fv\npL6pjcljB/LEzEn07aN580VE4p1CX6LW3Bpg2brdfLDjKGmpyTx810RuvzJfp+KJiPQQCn2Jyt7D\np1lU4qfqVBMj8/owv7iQ/EG93S5LREQugEJfOhUMhVjx0QFKPizHcRxmXDuS+24ZS2qKTsUTEelp\nFPrSoaqaRhaV+Nl7pJYBORnMm+Vj0qj+bpclIiIXSaEv3+I4Dh/sOMqy9btpaQ1yrW8wj9w9kaxM\nzZsvItKTKfTlG+qb2li6aief7aqmV0YK84t8XF84xO2yRESkCyj05Wtf7T/BcyvLOF3fysQR/Zg3\nu4BBfTVvvohIolDoC61tQV7fuJd1n1WQkpzE928bx/SpI0lO1ql4IiKJRKHvcQcr61hU4ufw8QaG\nDsxiQVEho4Zku12WiIjEgELfo0KOw5oth/iP9/cSCDrcceVwvj9tHBlpKW6XJiIiMaLQ96CTtc0s\nXuFn58FT5PRO54mZBVw2bqDbZYmISIwp9D1mS1klL662NLYEuGLCIB6bMYmcrHS3yxIRkW4Qd6Fv\njJkO/BuQAiy21v7a5ZJ6PMdx2HmghrVbD7Ft93HS05J5bLrhlsuHad58EREPiavQN8akAP8TuBM4\nDHxqjFlurS1zt7Keq6z8JMue28Lh6noAxg3LYd5sH4MHZLlcmYiIdLe4Cn1gKrDHWlsOYIz5E3Av\noNC/SBu3H+FwdT2XjxvIzOtHMT6/r47uRUQ8Kt5CPx841O52BXCtS7UkBCfyd87MAnJ667d7EREv\ni7dLpTnn30QuxJn5dXRwLyIi8XakfxgY0e72CMJH+x1Jys3VRDKd+a/zrne7hB5H+1R01E7RUTtF\nT20Ve/EW+luBCcaY0cAR4AHgIVcrEhERSRBx1b1vrQ0Afwu8A/iBVzRyX0REpGskOY5+RhcREfGC\nuDrSFxERkdhR6IuIiHiEQl9ERMQj4m30/nkZY34BzAOqI6t+Zq1dFbnvaeAJIAj82Fq7xpUi44iu\nZdAxY0w5UEt4f2mz1k41xgwAXgFGAeXA/dbaU27V6AZjzBJgFlBlrZ0cWddhu3j5fddBW/0CfUZ9\ngzFmBPAikEd4PpaF1trfab/6pk7a6Rd00T7VE4/0HeAZa+0Vkf/O/MN9hE/x8wHTgd8bY3riv6/L\ntLuWwXTC7fKQMabA3ariigPcFtmPpkbWPQWstdZOBNZHbnvN84T3mfbO2S56352zrfQZ9W1twD9Y\nawuB64C/iXwWab/6po7aqcv2qZ7aiOeaX+5e4GVrbVtk7v49hOfy97Kvr2VgrW0DzlzLQP7i7H2p\nGFgaWV4KfLd7y3GftXYTUHPW6o7axdPvuw7aCvQZ9Q3W2mPW2u2R5XrC11PJR/vVN3TSTtBF+1RP\nDf2/M8Z8YYx5zhjTL7JuGN+cva+CvzSWV53rWgZeb5P2HGCdMWarMWZ+ZN1ga21lZLkSGOxOaXGn\no3bR++7c9BnVgcjka1cAn6D9qkPt2unjyKou2afiMvSNMWuNMV+e479i4N+BMcAU4Cjw206eyuuT\nEHj9338+N1prrwBmEO5Gu7n9ndZaB7Xht0TRLl5vM31GdcAY0wd4A/h7a21d+/u0X/1FpJ1eJ9xO\n9XThPhWXA/mstXdFs50xZjFQErl59rz9wyPrvOxCr2XgKdbao5G/1caYNwl3i1UaY4ZYa48ZY4YC\nVa4WGT86ahe9785irf16n9Fn1F8YY9IIB/4frLVvRVZrvzpLu3Z66Uw7deU+FZdH+p2J7Bhn3Ad8\nGVleDjxojEk3xowBJgBburu+OPP1tQyMMemEB3wsd7mmuGCMyTLGZEeWewN3E96XlgOPRTZ7DHjr\n3M/gOR21i953Z9Fn1LcZY5KA5wC/tfbf2t2l/aqdjtqpK/epHjcNrzHmRcJdHA6wH3jyzG9Cxpif\nET51IUC4W+Qd1wqNE8aYGfzllL3nrLX/4nJJcSHyBnkzcjMV+KO19l8ipxC9CozEu6fsvQzcCgwi\n/DvrPwN/poN28fL77hxt9XPgNvQZ9Q3GmJuA94Ed/KX7+WnCAaX9KqKDdvoZ4QvPdck+1eNCX0RE\nRC5Oj+veFxERkYuj0BcREfEIhb6IiIhHKPRFREQ8QqEvIiLiEQp9ERERj1Doi3iAMSZkjMlyuw4R\ncZdCX0TikjEmLqcJF+nJ9KYSSUDGmO8B/w1oBv7jrPuuB34DZEdW/dRau/asbR4HHgYagfHAMeAR\na+0RY0wK8Gvgnsjmq4F/ArIIzxaWZ611jDF+YIO19m+NMVOB/9dae6MxJgd4BpgMZALvAv/FWhsy\nxmwEthG+lvgJYHYXNYmIoCN9kYRjjBkMLASKI1cRbG533wDCXwJ+aq2dQvjSnZ928FQ3Av9orS0E\n3gP+v8j6BcDlkcdeGfm7IHI1sJ3A1Mhc4Q2R5wC4A1gXWX4G2GitvTby2MGEpxGF8DSjYwhfAVGB\nL9LFFPoiieda4HNr7e7I7UXt7rue8MU8Pobw5Uw7ubbApnbP8Rxwe2T5TuB5a23AWtsGPB9ZB7A+\nsnwH4SuB1Rhj8iPrNkS2KQZ+aozZBnxG+IvDhHavu8xaG7rQf7SInJ+690UST1ddUCOpk+dP6mC7\nDcAvCV88ZTEQAooIXyzko3bb3WutLe/g+esvolYRiYKO9EUSzyfAFcaY8ZHb89rdtxnwGWOuAzDG\npBhj+nXwPDe2e445hI/iIdxN/5gxJjVy7e/HgDWR+z4m3PV/fWR5HfAUsDXSKwDhy4E+bYxJjtQw\nyBgz+qL/tSISNYW+SIKx1lYR/t29xBjzOZBB5OjfWnsS+B7wjDHmC2Ar4e71sznAh8B/N8aUEr5c\n7N9H7ltI+NKf24DPge2Ej+qx1rYSvlzqbmttMPL8/fhL1z7AfwaCwBfGmB3AKmBYV/zbRaRzurSu\niHxLZPT+LGvtD9yuRUS6jo70ReRcHLpubICIxAkd6YuIiHiEjvRFREQ8QqEvIiLiEQp9ERERj1Do\ni4iIeIRCX0RExCMU+iIiIh7x/wM/URj8984f4wAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1348,10 +1265,10 @@ "pdcs = idcs * vdcs\n", "\n", "pacs = pvsystem.snlinverter(inverters['ABB__MICRO_0_25_I_OUTD_US_208_208V__CEC_2014_'], vdcs, pdcs)\n", - "#pacs.plot()\n", - "plt.plot(pacs, pdcs)\n", - "plt.ylabel('ac power')\n", - "plt.xlabel('dc power')" + "#pacs.plot();\n", + "plt.plot(pacs, pdcs);\n", + "plt.ylabel('ac power');\n", + "plt.xlabel('dc power');" ] }, { @@ -2065,7 +1982,7 @@ } ], "source": [ - "cec_modules = pvsystem.retrieve_sam('cecmod')\n", + "cec_modules = pvsystem.retrieve_sam('cecmod', samfile='c:/cecmod.csv', updatelocalFile=False)\n", "cec_modules" ] }, @@ -4102,7 +4019,7 @@ } ], "source": [ - "sandia_modules = pvsystem.retrieve_sam(name='SandiaMod')\n", + "sandia_modules = pvlib.pvsystem.retrieve_sam(name='SandiaMod', samfile='c:/SandiaMod.csv', updatelocalFile=False)\n", "sandia_modules" ] }, @@ -4184,7 +4101,81 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-04-01 07:00:00+00:00 142.668016\n", + "2014-04-01 15:20:00+00:00 63.872848\n", + "2014-04-01 23:40:00+00:00 64.717662\n", + "Freq: 30000S, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-04-01 00:00:00-07:00 142.668016\n", + "2014-04-01 00:50:00-07:00 142.877306\n", + "2014-04-01 01:40:00-07:00 139.441048\n", + "2014-04-01 02:30:00-07:00 133.164166\n", + "2014-04-01 03:20:00-07:00 125.028837\n", + "2014-04-01 04:10:00-07:00 115.762796\n", + "2014-04-01 05:00:00-07:00 105.823038\n", + "2014-04-01 05:50:00-07:00 95.172142\n", + "2014-04-01 06:40:00-07:00 84.806021\n", + "2014-04-01 07:30:00-07:00 74.327281\n", + "2014-04-01 08:20:00-07:00 63.872848\n", + "2014-04-01 09:10:00-07:00 53.699375\n", + "2014-04-01 10:00:00-07:00 44.130041\n", + "2014-04-01 10:50:00-07:00 35.749501\n", + "2014-04-01 11:40:00-07:00 29.655695\n", + "2014-04-01 12:30:00-07:00 27.458779\n", + "2014-04-01 13:20:00-07:00 30.037216\n", + "2014-04-01 14:10:00-07:00 36.377804\n", + "2014-04-01 15:00:00-07:00 44.886915\n", + "2014-04-01 15:50:00-07:00 54.518345\n", + "2014-04-01 16:40:00-07:00 64.717662\n", + "2014-04-01 17:30:00-07:00 75.174895\n", + "2014-04-01 18:20:00-07:00 85.620669\n", + "2014-04-01 19:10:00-07:00 96.175705\n", + "2014-04-01 20:00:00-07:00 106.582308\n", + "2014-04-01 20:50:00-07:00 116.444992\n", + "2014-04-01 21:40:00-07:00 125.592126\n", + "2014-04-01 22:30:00-07:00 133.545065\n", + "2014-04-01 23:20:00-07:00 139.552889\n", + "Freq: 3000S, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-04-01 00:00:00-07:00 142.667971\n", + "2014-04-01 00:50:00-07:00 142.877258\n", + "2014-04-01 01:40:00-07:00 139.440999\n", + "2014-04-01 02:30:00-07:00 133.164122\n", + "2014-04-01 03:20:00-07:00 125.028796\n", + "2014-04-01 04:10:00-07:00 115.762756\n", + "2014-04-01 05:00:00-07:00 105.823001\n", + "2014-04-01 05:50:00-07:00 95.493138\n", + "2014-04-01 06:40:00-07:00 84.803879\n", + "2014-04-01 07:30:00-07:00 74.325895\n", + "2014-04-01 08:20:00-07:00 63.871496\n", + "2014-04-01 09:10:00-07:00 53.698349\n", + "2014-04-01 10:00:00-07:00 44.129267\n", + "2014-04-01 10:50:00-07:00 35.748907\n", + "2014-04-01 11:40:00-07:00 29.655212\n", + "2014-04-01 12:30:00-07:00 27.458334\n", + "2014-04-01 13:20:00-07:00 30.036735\n", + "2014-04-01 14:10:00-07:00 36.377213\n", + "2014-04-01 15:00:00-07:00 44.886141\n", + "2014-04-01 15:50:00-07:00 54.517317\n", + "2014-04-01 16:40:00-07:00 64.716304\n", + "2014-04-01 17:30:00-07:00 75.172937\n", + "2014-04-01 18:20:00-07:00 85.618993\n", + "2014-04-01 19:10:00-07:00 96.301662\n", + "2014-04-01 20:00:00-07:00 106.582290\n", + "2014-04-01 20:50:00-07:00 116.444972\n", + "2014-04-01 21:40:00-07:00 125.592101\n", + "2014-04-01 22:30:00-07:00 133.545035\n", + "2014-04-01 23:20:00-07:00 139.552850\n", + "Freq: 3000S, Name: apparent_zenith, dtype: float64\n" + ] + } + ], "source": [ "from pvlib import clearsky\n", "from pvlib import irradiance\n", @@ -4204,7 +4195,7 @@ "am = atmosphere.relativeairmass(ephem_data['apparent_zenith'])\n", "\n", "# a hot, sunny spring day in the desert.\n", - "temps = pvsystem.sapm_celltemp(irrad_data['GHI'], 0, 30)" + "temps = pvsystem.sapm_celltemp(irrad_data['ghi'], 0, 30)" ] }, { @@ -4321,8 +4312,8 @@ } ], "source": [ - "sapm_1 = pvsystem.sapm(sandia_module, irrad_data['DNI']*np.cos(np.radians(aoi)),\n", - " irrad_data['DHI'], temps['temp_cell'], am, aoi)\n", + "sapm_1 = pvsystem.sapm(sandia_module, irrad_data['dni']*np.cos(np.radians(aoi)),\n", + " irrad_data['dhi'], temps['temp_cell'], am, aoi)\n", "sapm_1.head()" ] }, @@ -4393,9 +4384,9 @@ "outputs": [ { "data": { - "image/png": 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H9pXW3V5i8sg+xEcFs2FXGQtnDsEa3Gu+2uhK07T1qqqmtrHqceBO4L+HLfsZ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PJjyCs/BmOAERX318RpZSz+bxWxbdlsGuFhzpogVYs/ZvTZxyd0PkIMxvjxEwgGOygrK+/psrw7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bDv9Mw+z824JjX51IYJR9giebYeOdjTPYeWq3uf228/7DBfU6uyzWHZuPsOQn7dQXFOzP0BFd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\nU2nGdDPwtdb6MIDWOtHFMZZVacZ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aNqr+63uBOYATeE7TtK91CStaRNnOHQDYLh+ucxLPURQF2/CRFH61gsLtO6HP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DAAAg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\n5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6u9i1BpyMbIhciS/srWKmhuvPFn9sUibNe/KV9+7Ik803e6n/IVjZBKEZq/wOaIRK4Z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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4403,7 +4394,7 @@ } ], "source": [ - "plot_sapm(sapm_1)" + "plot_sapm(sapm_1);" ] }, { @@ -4422,9 +4413,9 @@ "outputs": [ { "data": { - "image/png": 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VVdUMbAOqNE37jNF5xODTdZ0tBxqY0n0Uxe8nfsGiU7qvrKveQF1XPYuy5pHn\nGnjm5nCwmq1cN+lqfr/7MV4sfY1vzvjSSdvjFwQL3nm+Kp5oGENtcxeZyQOvGywEwbG5L6qqCsHX\n3qc0TXtbVdVtwLOqqt5BaFki4yIOTV5fAACL+fwuZA62lvJ37SXquxtQUMgfNZHJyZMYlzCGdGcq\nsdaBu8D1+vuwxPo5XFsbbMkMFXqN3U00eJpo6C5h/yceYzFZSHEkk+Y4XgSnOYNFcYItftAn4BsM\nvoCPlp5WGj0tNIUK2UZPE43doaJWP7WojDHHkBWbTmp/we9IIdWZTIojmThr7IBFvz/gp7W3jcrO\nGg61HWZXwx7WV29iQ80WFmbNY834VcRYzq1lxmYNtrD3eQMX9+TFGamqmgs8CaQRnJvgj5qm/fpM\ny6ypqvoD4IsEl2X7lqZpbxuRXUQX3eej5g+/xdfaSsq115GwePBW31BMJjJuvwNfextdO3fQ/NI/\nSLn2ukE7vhg6orrgBb4NFAPSV2eYqmrsoq6lm6u8VQC45s47aXu318PrR97FaXHwmXFXRDxfQdIk\n8kdN5EDLQfY3a0xJVo9ts2dlY8/NJa26gpi4OWwurmfN4nERzyiGBk3TjgAzBri/BRh40WlxTnz+\n8yt4dV3ntSNv82b5+wAszJrHp0YvI9lxbgu32s02Ul0uzD0Dj9vv9naHCt+mE4rg4Fdd16mT3NnM\nNtIcKaQ4kkm0x5NoTyDBHk+iPZ4EewIJNhd2s31Qi2J/wI/b20V7bwftfR209XYEb/e209TTSpOn\nmdaeNnROHVLusDjIjssi1ZnMmJQsnAHXseI21uo875xmk5kUR7AoLkqbxnUTP8Ouxn28dvhtPqre\nyIFmja8U3nZSL5vTsVmCfwN9PmnhDTMv8C+apu1SVTUO2K6q6jvA7QywzJqqqgXAjUABkE1w8r5J\nmqbJJxMjXMMzT9NTVoprzlxGrfr0oB9fsVjI+tqdHP3pf9Py+qvEjJ9A3PRT3orFMBe1Ba+qqjnA\nlcBPge8aHEeEyZYD9cT5uhnVUoVj4iSsySev6/Xe0XV4fB7WjL+SOFvkW08VReHaiau5b8uveLH0\nVSYnTTyphcI1dz69LzzH5O5KdhxMkoJXCAP4/MGizGI5e8Eb0AM8XfICG2q3khKTxO1Tb2ZMfN6g\n5nFanYyx5p1yXF3XcXu7qO9u/EQh3Eh9dyNV7prTHtOkmHBaHDgsMTgsDpwWB3EOB36vjtlkPjYe\nFhT8uh9MYrGLAAAgAElEQVR/IEBA9+PX/fgCPjyhsbPBLw89/t4zPocEWzzjEkaT4kgmNVSMpjiS\nSHWmEGs5XtSGY+yqSTExM62QwpQCXjvyDm9XrOWXO/7AN6bfwbiEMw8d6W/h7e2TgjecNE2rA+pC\nt92qqh4gWMiebpm1q4GnNU3zAuWqqpYSnMNgU4Sjiyji3rWT9rXvYcvOIf0Ld4Stp4s5Lo6sb9zF\n0Z/+iPonHiPmRz/GkpAYlnOJ6BS1BS/wS+BuIN7oICI8dF1nW0kDU7srUNBPad3t6Ovk/ar1JNhc\nLMlZYFBKyI7LZF7mLDbVbmN7/W7mZBQd2+aaO4+mF55jlreSRxsn0NDaTdoomQlQiEjyHmvhPfvF\n0oulr7Ghdit5rmzunP6liH6QpigKLlscLlscExLHnrQtoAfo7Ouivbc91OLaTntvsOW1o68Tj89D\nt9eDx+ehrbcdb8AHredxbpRQsRxDiiMZhyUGly2OBFs8CfbQV+h2Ukxi2JZ9Ox8Wk4Wrx68iMzad\nvxx4lod2P8H3Zn2D9Ni00z8m9DfQP65bhJ+qqmOAImAzp19mLYuTi9sqggWyGKH8nZ3UP/kEisVC\n5le+NuDqHIPJnptLynU30Pj3v1H3+KNkf+d7UTmURIRHVBa8qqquBho0TdupqupSo/OI8Khp7qa+\n1cO1fZVgMhE3a85J298uX0ufv49rxl9p+MXXqjEr2VK3gzfK32NW+vRjrbzW5BRixk8guayM2Phu\ndhxs4op5g9taJIQ4M19oDK/1LF2aN9du5/3Kj0h3pnHXjK/gtEbPUmImxUSC3UWC/dxG8Hj9XhKS\nYqhvbA+14gZbc3Vdx6yYMZtMmBULZpMJi2LGZrYN2Umz5mbMxK8H+OuBZ3loz5/4tznfPmWpuH5m\nU/ACNiAFb0SEujO/AHw7NCHfsW3nsMya/JJGsPqn/oK/o4OUz96APTsy87MkrriMrr176N6/j86N\nG4hfcPGTY4mhISoLXmABcJWqqlcCMUC8qqpPapp265keFA3T8hudwejzn0+GD/bUkujtJKGtjsQZ\n08kcf/zD3lZPO+trNpEam8zVhSuwmM/vT3Wwfw6puFhSN5+1RzZQ2nOQhXnHi3PfiiUcLiulwF3O\n3iM5/J/VU8KS4UJIBjESnMsY3taeNp49+E9izDF8rfALUVXsXgir2UqszYnLNjK67l6SOZtadx3v\nVX7IP0pf5eb8zw64X3+LjbTwhp+qqlaCxe5fNE3rn13+dMusVQO5Jzw8J3TfGUXD+4dkGPzzt27f\ngXvbFlyqyqTPX4diPvtyboOVIf47d7Lzm9+h6flnyFu2EGv8uR/X6N9Df4YjT/yZ5g0bB/W4yQsu\nYeztt512e1VVFV/60peYOnUqxcXFTJgwgfvvv5+YAZZ6Wr58OatXr+bDDz/EZDLx4x//mF/84hdU\nVlZyxx13cNNNN7F582Z+/etfExcXR0VFBfPmzeOHP/xh2Frdo7Lg1TTtHuAeAFVVlwDfP1uxC7I2\npdHnP98MH++qpsBdDoB9xuyTHvdS6Zt4Az5W5CyhtcUTtgznY2nGYtaVb+KZPa8xIWbS8dYStRBM\nJop6K3mkvIXS8mYmjEkeUr+L4ZohGt6cRPgd69J8hjG8f9depMffw+fzryPNmRKpaGIQfWb8FZS0\nHuLjms3My5jF+MQxp+xjkhbeiFBVVQEeA4o1TfvVCZtOt8zay8DfVFV9kGBX5onAlrOdZ6S/h0VD\nhsE+f8DrpeKhR8FkIummW2hq6Y5sBsVB0lVraHruGUoeeoyM2+84p4cZ/Xs4MYPH04ffP7jzvXk8\nfWd8fi0tXZSXl3PfffeRkzOB++77b/74xyf43OduOWXfQEDH5UrikUf+wm9+8yB33/2vPPTQE/T2\n9nLrrTeyYsWnaWvrZs+evTz11HOkp2fwve/dxfPP/5OlS1ecNeuFXNtFZcE7AHnnGmba3b0crung\n8t5KFIuFuJkzj23z+Hr4qHoTLlsc8zNmGZjyZCmOZOamz2RT3Tb2NhUzPXUqAJaEBJzqZDiwH1eS\nm12HGpkwJvksRxNCDBbfWZYlOthaxr7mA0xMHMclmXMG3EdEP6vJwk3qNfxi++95/tDL3D37m6d0\n0zYpCgoQ0OWyIcwWArcAe1RV3Rm67wfA/zDAMmuaphWrqvoswZU3fMA3NE2TX9II1PbOW3gb6klc\ncRn23NyzPyAMRq28nM5NG+n4+CMSly4jZuzQmnA09fqbSL3+poifNy0tnaKiIhobO/nUp67kuef+\nPmDBC7BoUXDuunHjJuDxeHA4HDgcDqxWK11dbgAKCqaQmZkFwMqVn2LPnl3nVPBeiKgveDVNWwes\nMzqHGFy7SpuI93aS4G7COa0Qs/P4xDHrqzfR4+/h8tFXYDVbDUx5qpWjl7CpbhvvHf3oWMELEDdz\nFt0H9jOxq5Kdh0Zz3WUGhhRihOlvzesfv3kiXdd5uewNAK6Z8GmZpGSIG5cwhllp09nesJvdjfsp\nSpt2yj4mkyItvGGmadp64HRdKgZcZk3TtHuBe8MWSkQ9X1sbza++jNkVT/LVawzLoZjNpN74Oap+\n/jMan3uGnLv/Xd4bzsGJPyNd18/4M7PZgtfvJpMJq/X4tbzJZMLvP3UoztmOd7GG5gwWYsjbeagJ\n1X0UgLii46243oCPtZXrsZttLM6eb1S808qMTacgWaWs/QgVHZXH7o8rCs7cPK2vmuLyFrp7vEZF\nFGLEGuit8mBrGUc6jjIjdSqj441pTRCD68qxl6Gg8E7FB+gDtOSaTYq08AoRhZpffRm9r4/kNdee\n1NBhBGf+ZGILp+M5qNG1e5ehWYaK+vo6du0K/qzeeedNpp/DesYDvUb3O3BgP7W1NQQCAd5//10K\nC4tOu+/FkoJXRFxPn4/i8lam9lWDohA74/gf+I763bT3dbAwax5Oa3Qu77Mi91IA3q/86Nh9lsRR\nxIyfQHpnLdY+DzsPNhoVTwhxgg+qPgZgZd5SY4OIQZMRm0ZhSgEVnZWUth0+ZbtiUmTSKiGiTF9D\nA+0frcOalk7CwkVGxwEg5bobQFFoev5Z9AFaHcXJ8vJG89RTT3HLLdfjdrtZs+a60+x5/ONnRVE+\n0XJ7/PbkyVP45S/v55ZbricrK5tLL10altwwBLo0i+Fn/5FWbL1dpHbW4Zg4CUv88aWW11VvQEFh\naU70ThWvjppAVmwGOxr2cPX4VSTFjAIgrmgmPWWlTOyqZPuBeiZlyoRJQkTC6UqbJk8Le5uKGe3K\nZWyCLBc2nCzPu5TdTftZX7OZBZNObmUwKwqBwZ3PRQhxkZpffhH8fpLXXINiiY7yw56VTcLiJbR/\n+AGdWzYRf0n0XntGA7PZzAMPPHDWybuee+6fx26vWrWaVatWD7jN6Yzl/vt/OfhBByAtvCLidpU2\nMrGrEoVgkdivoqOSio5Kpqbkk+xIMi7gWSiKwvLcxQT0AOurNx+7v79r9mRPFdtL6s/YjUMIEQaf\n6NO8sXYrOjpLchYYk0eEzfiEMaQ7U9nVuA93X9dJ20zSpVmIqNJbXU3n5k3Yc/NwzZ5rdJyTJH36\nM2A20/zqK+jySdkZDeYY22DL76Ad7qyk4BURpes6+w63UNBTBZw8fvfD6uCaYouzo//idFb6DBwW\nBxtqt+APBLvB2NLTsWXnMLqrBnebm8oGt8EphRi5dF1nW/0ubCYrMwaY2EgMbYqicEnmHHwBH+sr\ntp60TSatEiK6tLzxKug6yVdfg2KKrtLDmpxMwsJFeOvr6Nx61pWyRqzMzCz+/Oe/n3TfPffcze23\n33zS19atm87peEVFs/jZzyLTugvSpVlEWGWDG0+nm9yuWuy5uVhTUwHo8nazvX4XKY5kJidNNDjl\n2dnMVuZnzGJt1Xp2N+1nZlohEJytue+VfzKuq5o9Zc3kpUu3ZiGMcLSziiZPM7PTZ2A324yOI8Jg\nbsZM/ln2BhsrtzMr8fiHpyZF1uEVIlp4Gxvp3LIZW3YOsYXTjY4zoKRVq2lf/xEtr76Ma87cqCvK\no9W99z5gdIRzJr9REVF7DzczrqsaU8B/UuvuxtqteAM+FmfPP2VdxWi1KHseAB+f1K052EV7YncV\new43G5JLiJFmoNJmW31wJsnZ6WefRVIMTQn2eMYljKaksYyOvuNjymSWZiGiR8vbb0IgQNKqK6O2\nkLSmphJ/yUL6amtw79xudBwRBtH5lyeGrX2HW5jYFezO3D87s67rfFyzGavJwvzM2UbGOy8ZselM\nSBxLSeshGrqbALDn5mFOTGRCTw2Hq1pxe2R5IiEipX84kK7r7GncT4zZzuSkSYZmEuE1PXUqOjp7\nG4uP3acoUvAKEQ187e10rP8QS0oKrjnzjI5zRkmrrgSg9e23DE4iwkEKXhExnl4fZVWtTOipxTJq\nFPbc4KypRzoqaOhuYnrqVOKsxq7Ldr4WZQXXCv64JtjKqygKsdMKsXt7yPA0s/9Ii5HxhBiRGjxN\nNPW0kJ80EYtJRu4MZ9NTpwKwu2m/wUmEEJ/UtvZddK+XpE+tQjGbjY5zRraMTGKnFdJTVorn8KnL\nnYmhTQpeETEHKlpJ8zRh9/UQO63w2Gxvm2q3AQyp1t1+M9KmEWtxsrlu+7HJq+JCY1TGd1exp0y6\nNQsRacXNGgAFyarBSUS4pTiSyI3P5FBrGd6Az+g4QoiQgLeP9nUfYHLGEr8gOtbdPZtRl18BQNu7\n0so73EjBKyJm3+FmxndVAxA7LTjJU5+/j+31u0m0J6COmmBkvAtiNVmYlT6Dzj43Ja2HAHBOnoJi\nsTCpp4a9h5ula50Q4faJ/2L7m0sAmJKcb0AYEWlT0/PpC3gpb684dp+87AphLPe2rfg7O0lYfCkm\nu93oOOfEkT8ZW04undu24m2WBovhRApeERG6rrP3cDMTPNVgNuOcXADArsZ99Ph7mZ8xa8hMVvVJ\n8zKDE1Vtrg1OdGCKiSFh6hRSPc3Q2U6VLE8kRGQoCr6Aj9K2I2TGppNoTzA6kYiAaenBDzZKWksB\nIrq2oxBiYG3vvweKQuLS5UZHOWeKojDqssshEKBt7XtGxxGDaGhWGGLIqW3upqeljfSeZhwTJ2GK\ncQDHi8R5mbPO9PCoNtqVS7ozlT1N+/H4PACMmhUsgsd3VVFc3mpkPCFGlMrOGrwBLxMSxxkdRURI\nQdpETIoJreWQ0VGEEIDn8GF6jhwmdvqMY8tPDhWuufMxxcXRsf4jAl6ZeHS4kIJXRMS+Iy2M6z65\nO3NLTytaaynjEsaQ5hxaL4gnUhSFuRmz8AZ87GzYC8Co2aGCt7ua4nKZuEqIcNJP6NNc1n4EgPEJ\nYwxKIyLNaXWQG5fN0c5qGccrRBRoD7WOJi5bYXCS82eyWklYsAi/u1OWKBpGpOAVEXGg/MSCNzip\n07b6XejozM8Yuq27/eZmFKGgsLku+OLoyMrCmp7OWE8tZRXNeH0BgxMKMTIcDo3jHJ84xtggIqJG\nx+fi1/1Uu2uMjiLEiOZ3u+ncuhlrRsax4WtDTcKlSwFoX/eBoTnE4JGCV4SdPxDg0NEWxnlqsaSk\nYMvMBGB7/W7MipkZadMMTnjxkmJGMXHUeErbjtDkCbboxk6bjjXgI81dS1l1u8EJhRj+FOBIewWJ\n9gSSYkYZHUdE0Jj4XADKOypRkEG8QhilY/NGdJ+PxEuXopiGZplhy8jAoebj0Uroq6s1Oo4YBEPz\nL1EMKeW1nSR31GH39x1bjqi+q4Eqdw2TkyYSa3UaHXFQzEkvAmBHw24AYqcE14cc211LcYV0axYi\n3Hp1Dx19neTEZRkdRUTY6FDBW9FRaXASIUa2jvUfgdmMa/4Co6NclIQlSwFp5R0upOAVYVdc0cqY\n7mA3s9gpwdbc7aGicFb6DMNyDbbpqVMwKSZ2NOwBwDFJBYuFsZ5a9h+RiauECJvQEF53ILiMRFZc\nhoFhhBHSnCnYzTaqOoPvNbqsSyRExPUcraC38ihxhTOwxMcbHeeixBXNwhznon3jx+g+mRtgqJOC\nV4RdSUUrY7prwWTCmZ+Prutsq9+N1WRhWsrQHN8xkFirk8lJk6jsrKauswGT3Y5jwkTSe1uor2qg\nq0dm+xMinDoJFrzZcZkGJxGRZlJMpDlTafQ0oStS7AphhI71HwIQv2ixwUkunslqxXXJAgJuN117\ndxsdR1wkKXhFWPV5/RytaCCzt5mYceMxxTio6aqjvruBKcn5OCwxRkccVDPTgjNQb6zcAUBswRQA\nRnfXUlLRZlguIUYCdyDYkyIrVlp4R6J0ZyregA/d4jE6ihAjTsDbR8emTZgTEoidOvTnZgGIvyTY\nLbtjwwaDk4iLJQWvCKuy6nay3LWY0I/N1re9fvh1Z+5XmDIFs2JmQ2VwtmZnqOAdI+N4BaCqqllV\n1Z2qqr4S+j5JVdV3VFU9qKrq26qqJhqdcSjz6B0ApDiSDE4ijJDmSAEgYHMbnESIkadr504C3V3E\nX7IQxWw2Os6gsOfmYcvOwb1nF97OTqPjiIsgBa8Iq+KKVsZ4gjPcxRZMQdd1ttfvwma2MTU53+B0\ng89pdTA5aRIVbVXUdzVgzxuNKTaWsZ5aSmQ9XgHfBoo5NuqUfwfe0TRtEvBe6Htxnvp/mB7dTZw1\nFpvZZmgeYYxUZ6jgtbqRTs1CRFbHxo8BSFi4yOAkg0dRlGArr99P0/qPjY4jLoIUvCKs+sfvKnY7\nMWPHUeWuoamnhWnJk4ftRems9OA6wzsa9qKYTDgnFxDv66K3ro72rj6D0wmjqKqaA1wJPArH1k25\nCvhz6PafgTUGRBsmdDy6m1Ex0kg+Uo2yJwCgW3oMTiLEyOJ3u+kq3o89bzS2zOE1S378/EtAUWhc\nu87oKOIiSMErwsbT66PpaB3J3g6caj6KxcLuxv0Aw2Lt3dOZllKA1WQ5tjzRid2ataMyW/MI9kvg\nbiBwwn3pmqbVh27XA+kRTzVcWLwE8JFkl4J3pIq3B2eF1c1S8AoRSZ3bt4Lfj2vefKOjDDpL4iic\nBVPo1A7SV19ndBxxgaTgFWGjHW0jL7QcUf/43d2N+7CYLBQkTTIyWlg5LDFMS8+npquOJk/zsYmr\nxnpq0Cpl4qqRSFXV1UCDpmk7Od66exJN03SQnpgXSrEGi5wE+9BeCkNcuHibCwi18Mr/JCEipnPz\nJgBcc+YanCQ84kNrCnds2mhwEnGhLEYHGM6+/vUv8oc/PG50DMNola2M7g6O33UWTKGxu5marjqm\nJucTM8xmZ/6kOdnT2VG7jz2N+1medynWtHTymurZXN5sdDRhjAXAVaqqXgnEAPGqqv4FqFdVNUPT\ntDpVVTOBhnM5WGqqK4xRz000ZYhv6kaxBJf9SklIjFi2aPoZSAYXuh6H3WzDZ+nFZFIinisafg5C\nRJq3pQXPoYM4Jk7CmpRsdJywiCsqQrFacW/fSsrV1xgdR1wAKXjDaCQXuwAHj7ay2lOLKT4eW1Y2\neyo/AqAwdYrBycJvVnYhyra/sbspWPA6JxfgXbcWf00lnd19uJzDc/yyGJimafcA9wCoqroE+L6m\naf9HVdX7gduAn4X+felcjtfYaOxskamprqjK0N7uAYsvuKHPHJFs0fYzkAzBDHHWOFrM3QQCekRz\nGf1zkGJbGKVz62bQ9WHZnbmfKcbBqFkzadm0md7qauzZ2UZHEudJujSH0WWXnX7h7aamJu6888vc\nfvvN3HrrjezZswuATZs28MUv3sIXvnAz3/72NyIVddD19PnoOlpFrL+H2MlTUBSF3Y37UFAoTBn+\nBW9iTDxjE/IoayvH3deFM38yAHmeeg5Kt2ZxvMPl/wCXqap6EFge+l5cAMUcbOF1Wp0GJxFGclhi\n0E0+o2MIMWJ0btkMZjOuWXOMjhJWKQuD3Zo7t20xOIm4ECOmhffZ90vZWnJOvQXP2Zz8NG5YPuEM\neww4VA+Ad999k3nzLuHWW79IIBCgp6eH1tZW7r//p/z+94+SkZFJ5xBe86usuoPc/u7Mkwvo7HNz\nuL2CcQmjcdniDE4XGYUpUzjcXsHe5gPMmaQCkOepQzvaxiw1zeB0wiiapq0D1oVutwArjU00HOjH\nujQ7LQ6DswgjxVjsYPIRkEG8QoRdX30dvRXlOKcWYnYN714GSXNmBbs1b91C8lVrUJTTX+OL6CMt\nvAaZPHkKr7/+Co8//kfKykpxOp3s37+XoqKZZGRkAuAawi8eByvbyPMEJ591qvnsbSpGR2d66lSD\nk0VOYUpwoq69jfuxJCRgzcgkt6cBTcbxCjH4zFLwCogxh+aHkFZeIcLOvWM7AK45w7t1F8DscBBb\nOJ2+ulr6qquMjiPO04hp4b1h+YSztMZG1vTpRfzud4+wYcN67r33h9x44+dxueLRh8mH0gePtvIp\nTz3mUUlYUlLYvecVgBHRnblfemwa6c40ilsO0ufvw5k/GW9dLf7qo7g9s4lzWI2OKMSwoYTG8Dqt\nUvCOZDEWe/CGFLxChJ1753YwmYibXmR0lIhwzZ6Le/s2OrdtwZ6Ta3QccR6khdcgdXV1JCaO4jOf\nWcPq1Ws4dEhjypRp7Nq1g9ra4FI+HR3tBqe8MF5fgPaKozgDvThVFW/AS0lrKVmxGaQ6h+cMfqdT\nmFIQfP4th3Cq+QDkeuo5JON4hRhc5mCBE2O2GxxEGMnR38Jv8hobRIhhztvaSs/hwzgmqZjjRsZQ\ntdjC6Sg2G51bt6IPlxaqESLsLbyqqlqALIIDWms0TRsx70Jn6t+/c+c2nn76L1gsFpzOWP7v//0R\niYmJ/Ou//gf/8R93EwjoJCUl8eCDv41g4sFRUddJVmdo/O6kfA62luEL+JiaMtngZJFXmDqFd45+\nwJ6mYgomXQ6ExvFWtlE0KdXgdOJCjOTXtGil64ASAMBqlp4TI1n/Bx66FLxChFXXzlB35pmzDE4S\nOSa7ndhphbi3b6OvtgZ7lszWPFSEpeBVVVUBbgDuAC4BugnOShqnqupG4DHgGU3ThvXHI2+/ve60\n21atWs2qVatPuX/+/AXMDy1wPVRpla3k9gTH7zpUlf3NwYW6pyTnGxnLEGPic4m1Oilu1jDnXxcc\nx1vfwLaKZmCi0fHEOZLXtOinmEIFr2nEjNQRA7D1f+AR+nsQQoRHZ2j8bmzRyCl4AeJmFOHevo2u\nXTul4B1CwnVlsAHYCfwU2KJpmgdAVVUHMBe4Efg2wQtHMcwcqmxjiaceU3wCltQ09peV4LDEMDY+\nL+zn1nWdxvpOdm+vpLneTVuLh75eH35/AHuMlTiXnZT0ODJyEsjKS8BkCm+vfpNioiBJZWv9Tqrd\ntcfG8fZVHqW3bw52mzms5xeDRl7Top3JD4DFJC28I5m1//ev+I0NIsQw5ne78RzUiBk3DuuoUUbH\niajYadPBZMK9awdJV57acCWiU7gK3qs1TTtlDaDQReI6YJ2qnnldFlVVY0L72gEb8E9N034QjrDh\nVFZWyk9+8p8n3Wez2Xn44ScMShRe/oBO0+GK4Pq7+dNp8DTS3NPKzLRCzKbwFXe9PT60fXXs31FN\nW4vn2P0mk4LNbsFkVuhqdNNY18mRQ00AxDgsTCxIp3BODvGJ4ZvopiA5WPAWN2tcoubT/sH75HTX\ncaS2g/zRI+uNYgi7StO0xk/eeT6vaSLMQl2aLYp8iDSSWUIt/LoiLbznQlXVbIJrgI8jOEzjMLBW\n07TKc3js48CngQZN06aF7vsh8CWg//XyHk3T3ght+wHwRcAPfEvTtLcH99mISHHv3gmBAHEjrHUX\nwBwXh2PiJDxaCb62NiyJiUZHEucgLAXvQMUugKqqi4DbNU2743T7nHCMHlVVl2ma1h0aM7deVdVF\nmqatD0fmcBk/fgJPPPE3o2NETEVtB2ntwfG7jkkq25pLgPB1Z/b7AuzbUc32DRX09vgwmxUmF2aS\nkRNPRk4C8Ykxx1pxdV2nu6uPxrpOjh5u4YjWxN7t1ezbUY06LYN5l47FGTf4E94UJKkoKOxrLmH5\npJuB4DjeQ9XtUvAOHT9TVfUxTdM+Pt0OZ3tNE+GjE+zSbMIsayOOcP0Fr3RpPjNVVecA/w1MAjYB\nVQT/K10O/KeqqqXAf2qatuUMh3kC+A3w5An36cCDmqY9+InzFRDsCVMAZAPvqqo6SdM0+UUNQe6d\nOwBGZMELwW7NHq0E9+5dJC5ZanQccQ4iMWlVJnAbcDvBF8KnzvWxmqZ1h27aADPQMugBxaDaf7iZ\n3ND6u45J+eyvfxUItnIOtsa6Tt575QCtzd3Y7BbmXjqWghmZ5I1OprGx85T9FUUhNs5O7AQ7Yyak\nsHDFBMpKGtm56Sgle+ooK2lkwfLxTJ6eOagXzXG2WEbH53Kko4I+pw1zeia5DQ28e7QFFowZtPOI\nsDoK/EVVVS/wOPBnTdPqDM4kTmQKYB45K+2J0zhW8EoL79ncDfzX6QpaVVXnAt8nOHfBgDRN+0hV\n1TEDbBroDfRq4OnQJH/loYJ6LsFiWwwhgd5euvfvw5aVhS0jw+g4hoibMZPGZ56ma9cOKXiHiHBN\nWmUBriLYdWUu8A/ApWla1nkexwTsAMYDf9A0rXiws4rBdeBIM9M89ShxLvypoyjTjpDnyiHe5hq0\nc+i6zq7NlWz58AiBgM6UmVnMXTyWmPNc19ZsNjFpSjoTJqdSvKuWzeuOsO7Ngxw93MKyK1XsMYM3\nFrAgWaW84yglrYfIzlfx19fScbicgF6ESVqkop6maT9UVfVHwDKCH95pqqp+SLD4fVnTNBkwaDTF\nj0m6M4941v6/ARnDe0aapp22kA1t38IZit2zuEtV1VuBbcD3NE1rIziz/YnFbRXBll4xxHSXHED3\neoktnGF0FMNYU1OxZefQfaCYQE8PppgYoyOJswjXx+E1BCd4eQS4VtO0PlVVP3W+Bwl1dZmhqmoC\n8Jaqqkv/P3v3HSdXWS5w/Hem7Wxv2ZLt/U0PCSQgPYEgKHZB4KJEQRQuKHIVRL16UUDwWkAvTRQB\nQZTzjyoAACAASURBVIggoIKFmISAdAIh/U22997LzO7MnPvHmW3ZnuzMmd19v5/PfrJ75sw5TyaT\ns/Oc93mfV0r58kT7JyXNXlJ1rMyOwezz1xwu5zRvLwmrTqHBV4tX97I+a9WsxeUZ8PKXLR+w7/0a\nomOdfOKSE8gbZ3mfmZ4v5cOxrF2fzfNPvk/Z4Wa62l1cetV64hMjjznWkTGcblnL38q2UtpTypo1\nK+nY+TKLOutw+SA7NXD/Zma/H0Ilhtng78C8HdguhIjBKM/7H+ABIMXE0BQdsPiwoBpWLXQ2f5dm\nNYd3cv4bdjv8X29IKd2zdOj7MUqlAX4E/Ayju/14puxqHwq/P1QMo8/fecQYe0o/80PEBjEus1+D\no2PoPe0Uqv/4DNaqYhadGrx+laH2OswVgUp4dwBnYcwFqQeOa96tlLJDCPEicBLw8kT7jVfGGkxJ\nSdGmxmD2+du63EQ1VABgySng9dL3Achx5s1KXP1uDy8+vYf66k5S02P48KdXEBHpGHPs43kdzv/M\nCt58uYQP3q7moV+8ykcvXkny4pgZH+foGKL1eKLskbxXs5ePFxnLTmX0NfL23loirIEZ4TX7/RAK\nMQTiouxfouh0jOtbLvC3WT+JMmOaKmlWGNG0TCW8U/klcDbGHNx8IcTbDCfAb0op+4/loCN7GQgh\nfgP81f9jDZA5YtcM/7ZJLfTfYaEQw8jz67pO89u7sERE4E5MC1pcZr8G48VgKVoOPEPdK2+gF64w\nJQYzhEoMMxWQNVmklIONCfYCvxRClABxQoi86R5DCLFICBHn/z4c2IQxajxnXHPNl8wOIahKajrI\n6DN+14UXFHKgVRJpjyA7JuO4j+12DfDXLR9QX91JwdIkPnbpaiIiHcd93KNZLBqnbizgzA8XGed8\nag+NdZ3Hf1zNwtIEQUd/F/XOAbSYWDJcjRRXtc9C1EowCMOdGKV4t2F0Z86WUl5ibmQKAJpPlTQr\nw8sSWVRJ82SklM9IKa/zd1fOxkh8F2E0ojrmX0z+vi2DPoXxORDgL8AlQgiHECIXYyH6yRpiKSGo\nv7YGT2sLkctXoFkX9vU2LCsba0wMPfv2ovvUDbZQF7BFSKWUrVLKX0kp1wKfBR4H3hZCvDHNQyzG\nKB3cDbwF/FVKuS1A4QbE/fc/bHYIQVVS20G6qwndEUZbvIN2dwdL4guxaMf3Nhvo9/LClj001nZR\ntDyFcz62DJstsBfa5WvS2HjhUgb6Pfz1qT001R//3awV/sZdB1slkYVFRHn7aCitPu7jKoHnv269\nBkQAH5VSrpVS/p+Uss3k0JRBFi8WFvYHMEU1rZopIUQUsA44GaPnihvj89p0nvskxhrlQghRJYT4\nEkZH+z1CiA8wKv2+AeDvwfJH4ADwd+Ba/zQRZQ7p2fMBAJGrVpscifk0i4XIFSvxdnXirqw0Oxxl\nCkGp/5JSvo/RxOCbwCen+Zy9wNqABhZgmzadwdatr4772HvvvcvDD/+a6OhoSkqK2bDhXHJz8/jT\nn7bQ39/PHXf8lPT0DG6//X9wOBxIeYienm6uv/5GTj319CD/TaanqryBNQOdOJcs41B7CQBLEgqP\n65g+n4+tf95PY52R7G746BIsluA0eSpabkzL3PbXg/zt6b18+gtriY499sYEwv9aHGorZn1hEd27\n3iG8oZKOnn5iAzBarcyqu4HnZ3GemzKLdHTQdCyBu4erzBFDTQA1lUtNRgjxE+BMjFUwXseoWPmZ\nlLJhuseQUl46zuYJ7/RLKe8A7phhqEoI6dnzAWgaEStWmh1KSIhcsYrO11+jZ98enDk5ZoejTCJQ\nXZrXj9fq3v9hcYt/n3VSyncCcf7xPFv8Au837p16xxlYk7ySTxdcOMkekydmxcVH+MMfniE6OoaL\nLvo4H/vYJ3noocd4+umn+NOftvC1r/0XAA0N9fzmN49RXV3F1772VbZseR67PbSaswx4fHgqSgGI\nLCpCth0Bji/h1XWdV186QkVJK5m58Zz9ERG0ZHdQ0fIUXL0DvLatmBef3sOnLl9zzN2box1RZESl\nUdpehi1vAwDprkaKqzs4UYxtvKWElPKpkt1gX9OUYbquo2mgTXHNVea/4YoilfBOYTNQhvGZbCfw\ntloTV5mMt6eHvpJinLm52KJn3ttkPopYthw0jZ59e0m88ONmh6NMIlAjvN8UQiQBTwJvMNyYIAM4\nBbgEaObYW97PC0uXLiMhIRGAjIxMTj7Z6PKWl5fPe++9Cxhrx27cuGlon7S0dMrLyygsLDIn6AlU\nNnSxuMeYv+vIy+NIy9Mkhy8iwRl/zMc8sLuWA7vrWJQcxXmfXI7Vas7ozap1GXS297F3Vw3/+utB\nPvLZlce8Tq9IKKC6u5bqaC8Wu8OYx1vTrhLe0Pdf6poWunR/cjOb62crc9PQPG41wjuVFIxeK4Nl\nxyf6+63sAHZKKac7/UxZIHr37wOfj8iVqpx5kDUqCmdePq6SYrw9PVgjj31lDyWwApLwSikvFkKs\nBq4CvobRyRSgHONieqOUcncgzj2RTxdcOMVobPDZ7cNlrJqmDf2saRpe78QNNyyW0CvbK6npIMPV\niK5pNCxy4Gp0sy7h2CvSG+s6+fe/inGG2zj/MytwhJnbffXUcwpob+2lsqSV996o5MRTs4/pOEvi\nC9lW+Qqyo5S1efkkyYO8Vt6A0b9DCVWheE1ThulDo3mhd21UgmuwpFlHDVZOxj9/dr//6z4hhBX4\nD+C7wO2gJsQro3XvVfN3xxO5YiWukmJ6D+wnet16s8NRJhCwLEJK+QFwfaCOv1Dous6OHf/iggsu\npLa2htraGrKyji3ZCqSS6jbOdLcQlpHJ/r4q4NjLmV19A/zzuf34vDrnfnzZcc2bnS0Wi8Y5H1vK\n07/bxTuvlpGSFkNGzsxHr/PjcrFpVg61HeH0oiJc8iC+ijI83lOxmTSCrUyPuqaFLl03khtV0qxY\nB0ua1VthUkIIC8ZSj2f7v04D2jCWflTzbJVRdF2nd/8+rDExhGVmmR1OSIlcuYqWPz9Hz949KuEN\nYWrRwgCarLxO0zQmenjkY5qmkZKSype/fAU9Pd1861u3hNz8XYDO4lLsupf45UuRrUfQ0CiKm/Yq\nVEN0XWfnPw7T3elm3ek5ZOYmBCDaYxMe4eC8Ty7jz0/sZtsLB/ncletwhs/s3yLM6iA3Npvi9jLI\nOQ2AxT0NVDV2k3sM6/0qimJcNwAsKstZ8Ibn8KoR3im0+79eBp4GrpNSlpoakRKy+qur8XZ2En3K\nh9BCsMrQTGFZ2VijY+jZv9ffT0L9HgpFKuENoJde2jnhY2vWnMiaNScO/fyrXz044WPr1p3MN795\nS2CCnAWtnS5iWo0pjeFF+ZS1PEtWTAYR9ogZH+vIgUZKZROpGbGsPcay4UBKTY/lpNNzePuVMl7d\neoRNH18242MsSSjkSHsplQkQqWlkuBopre1UCa+iHKPhkmb1QWOhG0p41RzeqayVUhabHYQyN/Qc\n2AdAxNLlJkcSejSLhYgVK+h643XcVZU4Q7AKU1ETnpRZUFLbSXpfEwC1SXZ8uo+l8TMvZ+7ucvPq\nS0ew2S1sDOLyQzO15pRMUtJiKD7QSPHBxhk/X/hfG9lTgXVxBovdzZRXt852mIqyYAw1rVIJ74Kn\nEt5pm7J8SgixLhiBKKGv9+ABwN+VWBkj0r9MU+/+/SZHokwkoCO8QoglUspDU22bz0pKirnttu+P\n2uZwhPHgg7+b1vO/850fBCKsWVVS3U6hqxE9Kpr9A3XA8Jqz06XrOq/8Q9Lv9nDmhwuJjQ8PRKiz\nwmKxsPHCJTz98Lu88s/DpGfHER4x/XV0s6LTCbc5OdRWzEZRREdtFZ3FpcCqwAWtKPOYT1cJr2JQ\nyxJNm1pNQ5kW38AAfYcljrQ07PHHvvLGfBaxxKj26z10gIQLPmJyNMp4Al3S/CSwZhrb5q38/AJ+\n97s/mB1GQNWVVbPW20dE4YnsaZQ4LHZyY2dW0lF2uJmKklbSs+NYdkJagCKdPXEJEaw/M5fXt5fw\n5o5SNnx0ybSfa7VYKYrL54Pm/XgyjU7WYU3V9LgGiDzGNX6V4BBCpAA/A7KllGcIIVYBp0opHzA5\ntAVtsCOvpqmipYVOjfBOj+o8r0xX58FD6P39anR3ErbYWBzpGfQdOYxvYABLCPbaWegCkvD67xom\nA04hxMhJjnHAzCd2KiHL4/VBZRkA1rwsqjtfY2lCEXbL9N9aA/0e/v2vYixWjTM/XDRnJvyvPCmd\nw/saOLS3HrEqlbTMuGk/VyQU8kHzfirjdRKBNFczZXWdrMhNDFzAymx4CPg7MLgugwSeAFTCayJV\n0qwMUiO806c6zyvT0fHBHkDN351KxNKltNdU4yopJmLJUrPDUY4SqNvh/wG8AOQBL474uh/4SYDO\nqZigpqmH1F5jHmt9UhgARXH5MzrGO/8up6fLzZqTs4hLmDv3QywWC2eeXwTAK/88jNc7/a6gIt54\njQ5pTejhkUbCW9sZkDiVWZUupbwf8ABIKd2odrCmUyXNyiALaoRXUWZT+wd7wGolQgizQwlpgzcE\neg8dMDkSZTwBSXillHdLKXOBH0opc0d8rZZS/jYQ51TMUVbXSbqrCd1q43BEDwAF8dNfjqi1qYc9\n71QTE+dk7Yfm3tpuKWkxLDthMW3NvezbVTP1EwafF5FMtD2KI+1lhOXmEefpprqsLoCRKrPEI4QY\nyqqEENMf1lcCZnBZItWlWbEMremnEl5FOV7e7m66i0sIz8vH4gzd3iqhILxIgMVC7wGV8IaigE54\nklLeLoSIEEIUCSGWDX4F8pxKcFVUt5DsbsOSlsHhrnLCrA6yozOm/fw3Xi5B1+G0cwqw2a0BjDRw\nTj4rD0eYjV2vV+DqG5jWczRNoyA+j47+Tiy56QC4y0pHfHBXQtSzGOXLMUKIzcBWYHod6JSAGZrD\nqxJeRb0HFGXW9B46CLqu5u9OgzU8HGduHq7yMrx9fWaHoxwloAmvEOI/gQbgX4wubV4QrrnmS2aH\nEHCdxWVY0HHmZ1Pf04BYlI/VMr3Etbq8jcqSVtKy4sgumLtzV53hdk46LRu3y8Ou1yum/bzCOGMk\nvCHRaG4Q11lPc4crIDEqs0NKeRfwKrAL+Ahwj5Ty7uk8VwjhFEK8JYTYLYQ4IIT4sX97ghBiqxDi\nsBDiJTVqPHNDc3hV06oFb7gHhLp5OBUhhFUIcbXZcSihq/egscyOSninJ2LpUvD56Fs4i9HMGYH+\ndPBNYIWUMmtkaXOAzxky7r//YbNDCCj3gBd7QxUAbcnG3NtlydNbjkjXdd7YUQLAqRvz50yjqoms\nWJtOdKyTfbtq6GjrndZzBhNeGd2Ljka6v3GVEtqklI9LKS/2fz0+g+e5gA1SyhMw1qDaIIQ4Hfg2\nsFVKWQRs8/+szICuD47wKgudGuWfPimlF/iK2XEooav30CFj5DJnwXx0Py5qHm/oCvSyRHVSyukP\neQVQ09NP0fXuO7N6zOiT1pF00SUTPr5p0xls3frquI/t3LmDZ599mnvuuY/m5mauv/5q7rvvN8TH\nT7kWfMiobOgi1dUMQGmsB3pgWdL0Et4j+xtobuimcHkySanRgQwzKKw2C6ecncfWPx/gzZfLKChK\nmfI5qZHJRNojONRbxbpFyaS2NLO/up31S6d+rmIOIcTTGENHI4eROoHXgUeklJM2sJJSDt4NcQBW\noA34OHCWf/ujwMuopHdGhrs0qxHehU4b840yhe1CiIuklE+bHYgSWjzt7Qw01BN/4ho069ycchZs\nzrx8NIdDzeMNQYFOeLcKIX4CPAUM1WpKKRfIO2Hi37hnnbWBV17Zzp/+tIW33nqTq6766pxKdgHK\n6rpIczXjc0awX6/HbrGTn5BNe+vkZbler4+3Xy3HatU4+czpN7gKdflLkvjg7WhKZRP1NR1YHZN/\n+LZoFgrj8tjdtA97XjZacwPNxeWwSXVCDGENwIkY64lrwOeAA8DFwAkY61lOSAhhAd4D8oH7pZT7\nhRApUsqGEcdXdzxmSM3hVYaokuaZ+iLwX0KIR4Ee/zZdSplsYkxKCOg9bJTlxqxYYXIkc4fFbie8\nsIje/fvwdLRji1UzlEJFoBPeKzB+61x01Pag10YkXXTJpKOxZrjhhpv4/OcvZsWKVZxzznlmhzNj\nNeX15Hi60fKWUNvbQFF8AXarnRH3NsYl99XT1eFi5YlGGfB8oWka687I5cU/7mHnPyUbPzb1OmwF\n/oS3PTWSKICaCjxeHzarGqkKUauBs/3LESGEeBCjDHkjsHuqJ/tHgE8QQsQC/xRCbDjqcV0IMeUn\n9aQk86siQimGiEhjSTSHwxbUuELpNVAxGDF4vJ4x24IdwxxzktkBKKFpcB5q7PJlU3yqU0aKWLKU\n3v376Dt8mOh1680OR/ELaMIrpcwJ5PHnusbGBiwWC21trei6PufmsfaUGnNw+zPigVYK46a+j+H1\n+njv9UqsVo01p8y9ZYimkpkbT2p6DHJ/AyvXZUxZrj04j7cs1sNKIKW3kdrmHrJS5uQHp4UgGRjZ\ninsAWCSldAshpv2ZQErZIYR4EWO0uEEIkSqlrBdCLAYap3p+U1PXTOOeVUlJ0SEVQ1e30RFzYMAX\ntLhC7TVQMRgxeH1e/1Y9qHGZ/Toca7ItpSwXQsQABVLK92Y3KmUu65MSLcxJZH4erjbVdXi6wouM\nKr3ew4dUwhtCAj6MJIQ4Vwhxnf/7FCFEUaDPORd4PB7uvPOH3HrrHWRl5fDUU0+YHdKM9LgGiGyu\nBaA6wUjUC+Pyp3ze4OjushPSiIwOC2iMZhgc5QV459XyKfdPi0olwhbOHmsjPpudNFcz5fXmfnhU\nJrUTeEEIcakQ4jLgL8CrQogowD3ZE4UQiwY7MAshwoFNwPv+Y1zh3+0K4PlABT9fDS7nZVElzQve\n4I1jVdA8PUKIjwD7gef8P68TQvzV3KgUs3k62umvryO8oACLLdDFoPOLMzsHzeGg7/Bhs0NRRgj0\nskS3AD8Avu7f5GABrVk52Yjt448/wurVa1m5cjXXX/8NXnjheSory4MX3HEqr+tisdtoWLUvohOb\nxUZOTOakz5nvo7uD0rPjyMpLoKKkhcYpui5bNAv5cbk097dDejqL+tupqmoOUqTKMbgO+DvwWeAz\nwD+Aa6SU3VLKU6Z47mKMBjG7gbeAv0optwF3ApuEEIcxSqPvDFj085RqWqWMpVLeafohsB5oBZBS\nvoPRY0BZwAaTtQixxORI5h7NZiM8v4D+mmq83d1mh6P4Bfq2zaUY80PeApBSVgkhFkyt5ksv7Zzw\nsc2brxr6PiIigieeeCYYIc2astoOMl3NeOMSKPM0URCX65+/O7HD+xqG5u7Ox9HdQZqmcdZ5gt8/\n8AbvvVHJ+Z+evOFDUVwee5sP4MpIIKKinO7iYoxVa5RQI6XsB37l/5rpc/cCa8fZ3gqce/zRLVy6\nSm4Uv6HGZWqwf9qklHVCjGqW2G9WLEpo6PXP3w1XCe8xCS8S9B48QN8RSdSaE80ORyHwCW+flLL/\nqAupMg80lFRS5OvHnZGEThsFcZN3W9Z1nd1vV2GxaJwwj0d3B+UUJJK8OJqyw820tfQSnxgx4b4F\n8cZrV5OoUQjY6qtV46oQJYSwA1/CaF411HFNSvkl04JSRqzDq/7PLHRzrRdGCOgUQqQO/iCEOBtj\nuTRlAes7fAjN4cCZnWN2KHPS8DzewyrhDRGBTngrhRBnAAghrMAtwL4AnzOklJQUc9tt3x+1zeEI\n48EH53Zld39FOQBtKeFAG/lxOZPuX1HcQntLL2JFClHzeHR3kKZpnHByJi89f4AP3q7i7AsmvumT\nHrmYMKuDA5HdFALJfc3UNPWQPQ/WJ56HHsRYP3cjcB/wHxjzehUTDY7wWjSV8Cr4q5nVqP803QL8\nDcgRQuwECjHWBlcWKE9nJ/21tUQsW46m5u8eE2duHprNRt9haXYoil+g38lfAx4DVgC9wKsYHxAX\njPz8An73uz+YHcasautyE9teB0BxjBsNjdyYyUdtd79VBcDqkyef5zuf5BYlERsfjtxXz7ozcoiM\nGj/Rt1qs5MZkc6j1MJ7wSFLdzVQ0dKmENzStB1YCH0gpfyyEuA+j6ZRiIlXSrCjHRkr5lhBiI3Aq\nRiH461JKNcK7gA0maYOjlMrMWRwOnLl59BUfwdvbizVi4io/JTgCdjvcP6L7MSnlJiAOY+mOc6WU\nDYE6pxIc5fWdLHY1o2sW9jnbSY9ajNM28Xq6DbWd1FV3kJWXQGJSVBAjNZfForF6fSY+r87ed2sm\n3TcvNhs0jYG0JGI9vdSU1QUpSmWG+qSUOuAVQkRKKTswlipSTDSY7mpq4qYCqAm80yeE+DIQL6X8\nm5TyRZXsKn2Hjfm7EWKpyZHMbeFFAnQdV0mx2aEoBDDhlVJ6ga/4v++RUqq1VuaJypo2Utyt9Ccn\n4da85MXmTLr/7rcqAThhAY3uDhIrUgiPsLP//Rr63Z4J98vzl4R3pRp3AbtLS4MRnjJzLUKIBIzu\nzH8XQjwLVJsc04KnRniVsdR7YprWYFzLyoQQv/EvuZZidlCKefqOHEaz23Hm5podypw2PI9XlTWH\ngkBPeNouhLgowOdQgqytpBwbPvrS4wDIj82ecN/O9j5KZTOLUqJIy4oLVoghw2a3smJtOv1uL4f3\nT1zckBuThYZGeayRFNsajMZVSsj5qL+r8neBh4DtGMsTKSFBjewpAJp6K0yTlPJaKeUS4AzgHeAO\noNbcqBSzePv6cFdX48zJVfN3j1N4fj5YLGoeb4gI9Lv5i8B/CSEeBXr823QppSoBnMO8VRUA1CcY\nnyjyJmlYte894/fm6nUZC7Z75rITFrPr9Qr27aph+Zq0cV8Hp81JRtRi9rvrWA+k9LWoxlWh6b+A\nn0gpfcDvAYQQNwE/MTUqRVGUYyCEOBFjWbRzMNYK/yewzdSgFNO4SktA13EWFJodypxncYbjzM7B\nVV6Gz+3GEjb/G7aGskCP8J4L5AHLgHX+r/UBPmfIuOaa+bdSSWdvPzGdxkjlgfAu4sJiSXDGj7uv\nZ8DLoT11OCPs5C9ZuPc4IqLCyF+SRFtLLzUV7RPulxeXQ2eYTn9kFKnuFsrrOoIYpTJNl05zmxJE\nuq7KV5URVJfmmXgH+Bhwu5RypZTyq1LKp80OSjFHX/ERAMJVwjsrwguLwOvFVaamqZktYCO8QggL\n8Acp5bJAnSPU3X//w2aHMOsqG7pIcbfis1qpjuxnbezE/7zFBxtxuzys+VAWVtvCXi5kxYnpHDnQ\nyL5dNWTkjH+DIC82h53Vr9ObGkdcSTWyvA7WZAQ5UmU8QohNwHlAmhDiJwwXTMaaF5VytAVaRKKM\nod4IM3AKxuju94QQvwL+DWyTUv7J3LAUM7iKjQZL4fkFJkcyPzgLCuGlf9BXfISIJaoJmJkClvBK\nKX1CiCohRIJ/zpupXt9eQumhxlk9Zt6SZE7dmD/h45s2ncHWra+O+9jOnTt49tmnueee+2hubub6\n66/m3nsfYuvWf1BaWsItt3yfkpJibr31uzz00GOEhUgpRGVNG7nudvpSEtAt2qQNq/a9V4umwfIT\n0oIXYIhKSYthUUoU5cXNdHW4iI4d29U63/9atiTZiSuBntJSjKIIJQT0Y0zL8Pn/1DCGkGox5rwp\nplKjecowDdA19Z6YDinl28DbQojHMEZ6vw18lcBXACohRvd66SstwbE4DWvUwllRI5DC840cQXVq\nNl+g5/B2Au8LIV5k9BzemwJ83hAx8V3ms87awCuvbOdPf9rCW2+9yVVXfZWEhEQuvvgyrr/+K+zc\nuYPf//533HTTd0Mm2QVoLS6nAB8dyeGAm7y48RtWNdZ10lTfRU5B4rjJ3UKjaRorT0xnx98k+9+v\n4ZSzx94oiXfGER8Wx5GoDvIBe0M1Ax4f9gU+Oh4KpJQ7gZ1CiGeklPvMjkcZn1qWSDGo98F0CSH+\nD2OENxyjCd93gR2mBqWYwl1Tje524VSju7PGFhuHPSmJvpISdJ8PzaI+z5kl0Anvfv8XGLfgB0dF\ngu7UjfmTjsaa4YYbbuLzn7+YFStWcc455wFGYvSd7/yAK664hE9+8rOsWLHK5ChHG/A3rKqO8+Kw\nOkiPXDzufvt2GevOrjgxPWixhbqCpcm8vr2Eg3vqWXdGLlbr2AtfXmw2+zvfByDF1UJNczc5qTHB\nDlU5ihDiP/Ffw4QQZ454SMO4iXefOZEpoMZ3FeU47AV+IaUsMTsQxVxq/m5gOPML6HrzDfrr6wlL\nUxWPZglowiul/J9AHn+ua2xswGKx0NbWiq7rQ917q6oqiYiIoKlpdkuwj1ef20NEWz0AxZF95MYs\nxWqxjtnP7Rqg+GAjsfHhE85XXYhsditFK1LY+24NFcUt5ImkMfvkxeWwq/EDXNFRpPa0UF7XqRLe\n0LAOlVcpyhxh2r31OUdK+aAQIlEI8VH/pjellC2mBqWYwqUS3oAIzy+k6803cJUcUQmviQKa8Aoh\n/pdxRnanU9IshMgEHgOS/c/9tZTylwEKNeg8Hg933vlDbr31Dv72txd46qknuPTSy+nu7uaee37K\nvff+hp///C5efnkbZ599jtnhAlDV2E2quxWfxUJLrI2TJpi/e+RAI16vztLVixfsUkQTWbpqMXvf\nreHgB3XjJryD83g7kiNJKWngUGm1alwVAqSUm82OQVGUGVC/eqZFCPFh4HFgt3/TaiHE5VLKl6bx\n3IeBjwKNUsqV/m0JwBYgGygHLpZStvsfuwX4EuAFvjadcyjB01dcjDU6GntKitmhzCvhBUaJeF9J\nMbFnnGVyNAtXoIvJe/xf3RjNXj4CjP2UP74B4BtSyuUYXQT/Uwgxp1qcTZbsPf74I6xevZaVK1dz\n/fXf4IUXnqeiopxf/ernfOYzF5ORkcm3v/3fPPDA/9HePvFSNsFUUdNGkruNroRofFZtKDk7hoZD\nhQAAIABJREFU2qE9dWgaFK1QF82jJSZHkbw4mqqyVro7XWMeT4tMJczqoC7R+Lm3rCzIESqTEUJY\nhBBfFUI8I4R4WghxtRBCfbQ22eCqROofQgHUskQzcwdwppRyk5RyE3AW8ONpPvd3wPlHbfs2sFVK\nWYSxnu+3AYQQy4DPYSxTeT5wn381DyUEDLS24mltwZlfoAYqZpkjPQMtzDnUAVsxR1BLmoUQtwPT\nanUvpawH6v3fdwshDgJpwMFZDjNgXnpp54SPbd581dD3ERERPPHEMwDccsv3h7YnJ6fw1FPPBS7A\nGWopLicbH62L7Gho5MRmjdmnobaTpvpusgsSiYwKnWZboWTp6sU01nVxaG89J52WM+oxq8VKbkw2\nxdH7OQFwNNbg8fqwjTPfVzHFXcAajA96GnAFUAh8y8ygFJXcKCOpD+wzYJNSDn2uklIeFEJM67Oh\nlPJVIUTOUZs/jpE0AzwKvIyR9H4CeFJKOQCUCyGKgfXAm8cXvjIbVDlz4GgWC+F5+fQe3I+3u1t1\nwDZJsD9FdwNjs6Qp+C+oa4C3ZjsgZfrclUbDqopYD2lRqYTbxnZf3v1OJQBLVqYGNba5pGBpMja7\nhUN76tH1sR/Uc2KzaEowPm8k9zVT19Ib7BCViZ0PXCClfEJK+ThG1crRIxyKaVSio4B6H8xIsxDi\niwBCCE0IsRloOo7jpUgpG/zfNwCDpV5pQPWI/aoB1dUyRAw1rMpXCW8gOAfLmkvVKK9ZgjGHd5AF\nOBE4MMNjRAHPAF+XUnZPtm9SUvSMY5xtR8cgpeTmm28etS0sLIwtW7YE5fyzpX/Ai7OlDoC6OI2V\nyfljzuX1+NjzbjURUQ5OOiUHq4nL6YTie2GkFSeks/udKrrb3eQVja7yP2FA8I/ybfTGRZHa2UJb\nj5u1SeN3wz6eGIIlFGKYZfoE3ytmU3mOgv9toNbhna6vAE8IIe73/7wb+I/ZOLCUUhdCTPYPMeU/\nUij8/lgIMdRUlKHZbGSctAKLwxH080/HXI7BtnYlrX/9M5baSpLOOcOUGGZTKMQwU4FelqiH4Qua\nB7gfeHa6TxZC2DFKoB+XUj4/1f5NTV3HEuOsSUqKHhNDQkIaDz30+zH7BiLW8c4/W8rqOkl2teCz\naLTE2Uh1pI45V8mhJvp6B1i9LoPWtp4JjhR4gXwdZiuGHLGI3e9U8fa/y4iOHz1SHqcvAqAl0Ulm\nezd73z/MqtzEWY8hGMyOIQAX5X8CfxdCjCxp/udsn0SZGV3dd1CUGfM3mIoFzsPos4KU8ngv2A1C\niFQpZb0QYjEwuNxEDZA5Yr8M/7ZJLfTfYcGIwed201NWhjM3j5YON+AO6vmnY67H4E1cDJpGy94D\nRBzH32Ouvw6zGcNMBSTh9c//CBtnDm8k0xwR8TeC+S1wQEp596wHqcxIZV07yf1tdMZH4rVq5MSM\nrUw/tNcYARarVDnzVFLTY4iJc1J6uIkz+wuxO4b/K0Y7olgUnkhVfD2ZgKu8HPiQWaEqgBDiDCnl\nq8BNGCMin8G4lj0L/NrM2JSR1BCvAup9MDUhxOcwehF0AWHAZ6SU22bh0H/BuBF4l//P50ds/4MQ\n4ucYpcyFwNuzcD7lOLnKy8DnIzy/wOxQ5i1rRCSOtHRcZaXoHg+aLdDjjcrRAlVzeidw2TjbL8Ho\nCDgdpwGXAxuEEO/7v9RcOZM0Fldg1700J9oIszpIjUwe9Xhfbz9Vpa0szoglMUlNyJ+KpmkULkvB\nM+Cj7MjYJQ9zY7KoiTPuDVkbqsed66sE1aNCiMPAzcCfpZSfkVJ+Vkr5gJTSZ3ZwivH/Q6U5yjB1\nzZzC94BTpZQpwKeA70+x/xhCiCeB141vRZV/LvCdwCb/9XKj/2eklAeAP2JMa/s7cK2UUv0jhQBX\naSkAzrw8kyOZ38LzC9D7+3FXV0+9szLrAnWLYSPGB8OjPQLswRglmZSU8t8Ev6mWMgF3eTkAVXFe\nsqMzsWij/2lKDjWh67ByrepBMV2Fy1PY9XoFh/c3ULR89BJOOTFZ7I7fhQ4s6mmmqcNFcly4OYEq\nAPnA2cAXgYNCiH8DD2Mkvx4zA1MU5Wjq1sc0eKWUuwGklDv8I68zIqW8dIKHzp1g/zuY/qCHEiSu\nshIAnLn5JkcyvznzC+h45WX6So7gzMkxO5wFJ1AJr1VK6T16o5TSK4RQoyFzjNfnw9ZUC0BDvI3V\n4yxHdOSA0ZRx+QnpuPoHghrfXBWfGEHy4miqy1rp7eknInK4UURubBYDdgtdsRGkdLZSWdehEl4T\n+UcidgA7hBDRGOtJfgNjLck/SCm/YWqAC5wqgFBG0VFNq6YW5l8bF4w7BM4RPw+OyCoLgKusFGts\nLLaEBLNDmdfC/SPorrJSkyNZmAI1gur0z9cdxd9xeWz7twVm+/Z/cfnlF/H1r18DwA9+8B2uuOJS\n/vjHJ2d0nO7ubp577pmhnxsaGvje98YbWD82hw4d5O67f0p9Sy/Jfc34NI3mOBvZMZmj9uts76O+\nupP07DiiY8cuVTTS7bf/Dy+/bEwTuuuu2ygvL5u1eOeiwuUp6DoUH2wctT09ajE2i43mRQ7C9AHq\niytMilA5mr+py8PAj4EqjDm9SgjQ1MieokxXOPCi/+uFo35+0cS4lCAaaGvD09aGMzcPTVPXz0Cy\np6RiCQ9XCa9JAjXCuwV4RAhxlZSyA0AIEQc8CDwdoHPOGS+88Gduuum7rFp1Ai0tzUh5kKeeem7G\nx+nq6uS5557mU5/6LAApKSncdttdsxbnkiVLWbJkKW/sqSXZ3UZnXDhem0ZmZNqo/eQ+o1lV4bKU\n8Q4ziqZpQxfVm2/+3qzFOlcVLE3m9W3FHNnfwKqTMoa22yw2sqLTqY49RB7QW1oGnGxanIpBCLEE\no6z580AtRuL7B1ODUhRlFOPGhxrhnYyUMsfsGBTzDSZfzlw1fzfQNIsFZ24evQf24+3uxhql+t0E\nU6AS3h9hdP+rEUIc8W8rxOjSd2uAzjmptpqt9LbPboVORNwy4tM3TbrPP//5N555ZgsezwDLlq1g\n0aIk9u79gDvv/BGnn34mb731Jk1NjXzxi5dxww03sWjRIn7+85/Q3t6G0+nk5pu/S1ZWDq2tLfzv\n//6YujqjtPib3/w2Tz/9JDU11Xzxi5exbt0pXHXVZq666ss89tgWrr56M7fc8n1y/Rex6667muuv\nv5GsrGx+8YufUFZWitfr4UtfuprTTz9r3Njfe+9dnnrqCU495SJebayhpFOn6mEfv3rlZ2RlZVNT\nU0VtbS3uHgfL88/jlw/8N3ffN8DAgJcbb7yJFStWoes6v/jFT3j33bdJTk7BbrcPHX8wJiGW8NOf\n3smhQwdwu12cffY5XHmlMWj22c9+jAsuuJDXXnsVr9fDj350J1lZOfT29nL33f+LlAcBjS996cuc\nddZG3n77TX7/+9/S09NHenoG3/nODwgPD91S4IhIBxm5CVSVttLW0kt8YsTQYzkxWRxKMP77aPWq\nyYGZhBBfATYDBcATwPlSyj2mBqUoyiRUwqsoU3GVGvN3w/PU/N1gGEx4XeVlRK5YaXY4C0pAEl4p\n5QBwuRCiEFjj3/y+lPLIJE+bd8rLy9i+fSsPPPAwVquVn/3sLhYvTmPJkqVcd903EGIJn/70xdx0\n0w387nfGINHXv34N3/rWd8jIyGT//n387Gd3cc8993P33T9l7dqTuOiiS/D5fPT19XLNNV+jrKx0\n6Llud8fQuc899zy2b9/KlVd+hebmZlpbWxBiCQ8+eC8nnbSe73znB3R1dXH11Vdw0kkn43ROXIrc\nV2aUHdf39fHxmzfz1bVf5Le/fZCKigpu++HdPPfYHjJyY7j+lvtIT0/kvff2c+ut3+M3v3mMV17Z\nQVVVJU888QwtLS1cfvlFXHjhJwBGlc9cffW1xMTE4PV6ueGGayktLSYvrwBN04iLi+fhhx/nueee\n4cknH+fmm7/HI4/8hujoaB599CkAurq6aG9v57HHHubRRx+hq2uAxx9/hC1bnmDz5qtm9x92lhUt\nS6aqtJWSg42cdHrO0PacmCxejbfhA+K7mujo6Sc2csHPCDDLJ4GfAX+RUvabHYwymlqHVxlNlWYq\nynS4ykpB0wjLyTU7lAVhcCTdVVaqEt4gC+hCUP4ENySS3Pj0TVOOxs62XbveRspDXHXV5wHo7+8n\nPj4eYGiZmZHLzfT29rJv3x7++7+H5+EODBgNYN97712+//0fAWCxWIiMjKKzs3PCc2/YcC433ngd\nV175FbZv38qGDUbTxLfffpPXXnuFJ5/8vf/4AzQ21pOVlTPBkXQsDbVomkZ8wSLyE42LoqZpnH76\nmVQcaQcgpzCeu+76EWVlJeg6VFdXAbB79/ts2nQ+mqaxaNEiTjzxpHHPsn37S/zlL8/j9XppaWmm\nrKyMvDxjTbizztoIQFHREnbu3O5/bd/hhz/88dDzo6Ojee21VykvL+WSSy7B4/EyMOBh5cpVE75G\noSKncBEWq0aJbBqV8A43rgonpbOFyvoOVuYnmRfoAialvOB4jyGEyAQeA5Ixhp9+LaX8pRAiAWMa\nSDZQDlwspWw/3vMpiqIoykR0nw9XeTmOxYuxhnAl3HwylPD6R9aV4FErHwfYBRdcyFe+8p+jtl1/\n/VfGbQ6g6z6ioqKHRmzHPj79UYykpGRiY+MoKSlmx46tfOtb3xl67Pbb/5fMzLGdlsfTP+Bj0UAT\nFYArxkZOzPDzwsLCKD7YiN1h5c1d/yQxcRG//OXd1Ne3s3HjqQBo2tRx19bW8NRTT/Cb3/yeqKgo\n7rjjVvr73UOPOxxGGbTVasHrHW7+Pd5xTzrpZO6995c0NXVN6+8XChxhNjJzE6gobqGtpYf4RKPf\nW3xYHDGOaBoSeynq6KP8cLlKeOe2AeAbUsrd/gZ+u4QQWzHmBG+VUv5ECHEz8G3/lzJDqmmVMkS9\nFRRlUv21Nehul1qOKIhssbHYEhNxlZWh67pqFBZEap3bADrxxPXs2LGNtrY2ADo7O6ivr5tw/8jI\nKNLS0tix41+AkdAVFx/xH2vdUEdmr9dLT083ERER9Pb2Tni8jRs38cQTj9LT0zM0Wrp+/Sk888xT\nQ/scPnxo0r9Dn3uAZHcrrjArPquFrJjhxko9Xf10trvILkjE5eolISERgH/840V8PmP1qdWr17Jt\n21Z8Ph/Nzc28996uMefo6enB6QwnMjKS1tYW3nzz9UljAli37mSeffaPQz93dXWxfPlK9u79gMrK\nSiP2vj6qqiqnPFYoyF9iJLKlh5qGtmmaRm5MFrVGUQDdJQu7o/VcJ6WsH7HuZTdwEEgHPg486t/t\nUYzyaWUG1LJEyljqTaEok3GV+htW5amGVcHkzM3H293FQHPT1Dsrs0YlvAGUk5PLl798DTfe+J9c\nccWl3Hjj9bS0tIzZb+Qdnu9//zZeeOEvbN58GZ///Of49793AnDDDd/k/fff5YorLuGqqz5PeXk5\nsbFxrFy5mi984XPcd98vR3VABtiw4Ry2bXuJjRuHS7k3b74Kj8fDFVdcwuc/fzG//e2DE8avaRru\nHhdhuoeecI0YRzRh1uE5pK3NPQDkFSXxqU9dxN///iKf+MQnqKysIDzcaL501lkbyMzM5PLLL+L2\n238wbolxYWERRUWCyy77DLfe+t+sWrV6ooiG/n5XXHElXV1dfOELn2Pz5st4//1dxMXF8d3v/g83\n3ngjV1xxKV/96peorJwby/nkFPjLmg+NvgDmxGbRmOBv9FVXZUJkSiAIIXIw+hu8BaRIKRv8DzUA\nU7c7VxRlEmrURFGm0ldmlNWqDs3BNbQeb6laniiYtJmUyYY43ewy1qSkaFNLaQNx/i33bGHN3r+z\nc20UkRs3cNmSzww99uRDb9Pd4WLz107D7rAGLIaZmqsx/O3pvVSUtHDp1euJSzBuGBxuK+Hedx7g\nmj82UeNM5tSf3UF42PRmIszV12GWzx9yn3z95cw7gR9JKZ8XQrRJKeNHPN4qpUyY5BAL/lp3dAx/\n3PVvdnb8hRMizuTLp1wY9PObRcUwfgxfe+mHeHwD3Hf+j0yLIdhC8Vo3C9S1LoAxlP/geww0NVLw\nq/vRrNagn38m5lMMfUcOU3XXHcSdex7Jl1xmSgzHI0RimPH1Ts3hVSY1uBxOY4KNDSPm77Y299De\n0ktu0aKhZFc5PvlLkqgoaaHkUBMnnpoNQFZ0Bl6bhY7YMFI6W6mq76Qoe7JcSAllQgg78Cfg91LK\n5/2bG4QQqVLKeiHEYqBxquMkJUUHMsxpCaUYwsMd0AFhYbagxhVKr4GKYTgGbZxtwY5BUUKZz+Wi\nv7aG8ILCSZNdZfaFZWWDxTK0BrISHCrhVXjrrTd44IFfjdqWlpbOt265jfjuRnSgKd5GTkzm0OOl\n0ii9zROqidJsySlMxGLRKB2R8DptYaRFpVKf0MnSDjc1h8tUwjtHCSE04LfAASnl3SMe+gtwBXCX\n/8/nx3n6KCFwdzWkYujtM5rcud2eoMUVaq+BimE4hsG6tWDGZfbroJJtZSZcFeWg66qc2QSWsDDC\nMjJxV5SjezxoNpWKBYN6lRVOPvlDnHzyh8Zs31PcSIq7lY4YBxank9TI5KHHSmUTFotGdn5iMEOd\n18KcdjJz46koaaW9tXeorDknJouGhBKWlkF3cSlsOtHkSJVjdBpwObBHCPG+f9stwJ3AH4UQV+Jf\nlsic8BRFUZSFQDWsMpczNw93ZQXu6mqcOTlmh7MgqIRXmVBtcRV5vgHK48PIjs7Eohk9zjra+mhp\n7CErP4Ewp3oLzaY8kURFSStlh5tZc4pRQp4Tk8U2f+MqvVY1rpqrpJT/ZuJGgecGMxZFmc/U8lSK\nMjnXUMMqtSSRGZy5eXTs3IGrrEQlvEGiujQrE+ouNu4ANibYyYkdnr87VM5cpMqZZ1t2QSKaBuVH\nmoe25cRk0hxvwwdEtdUz4PGZF6CiKMpcoM2bhpyKMutcZaVYY2KwJagpUmZwqk7NQacSXmVCet1w\nw6pR83cPN6FpkFu0yKzQ5q3wCAepGbHU13TS29MPQGpkMrYwJ22xDpLdrdQ0mjtfTlFCzeBqA2pk\nTwHUEryKMomBtjY8bW048/JHLWWpBI8jdTEWp1M1rgoilfAq4+pxDRDbaSwNajSsMkZ4e7rdNNZ2\nkZYVhzPcbmaI81ZOgXEjoaLYWLPZolnIjsmkIdGCQ/dQI9UFUlEURVGUmXOVqvV3zaZZLITl5NJf\nX4e3t8fscBYElfAq46qs7yLF3Up7lI3I6ARiw2KM7SWtgFF6qwRGbpHx2paNKmvOoiHemC/deaTE\nlLgUJdSpsQpFUZTJDY4qhuep+btmGnz9XWVlJkeyMKiEVxlXbXEV4b5+GhKso8qZK0qMUUfVnTlw\nYuMjiF8UQXV5GwP9XsCYx9uYaIyo+2pU4ypFGUlVsCqjqVsfijIRV7mRYIVl55gbyAI3OMKuypqD\nQyW8yrg6SoxRxMYE21DDKq/XR3V5G7Hx4UNL5iiBkVO4CK/HR3W5MaKeE5tFU5wNnwaRrXX4dPUR\nX1HGUomOMkhdIxXlaLrPh7u8DEfqYqwR6nOcmYYS3nI1whsMKuFVxqX7RxGbEuxD83frqjoY6PeS\nla+6+gVabqExj7fsiDGiHuOIJi4qgdYYO4tcLdQ3qcZVijLMn9yofFdRFGVC/fX1+FwuwnJzzQ5l\nwbPFxWGLT8BVWjLUeFEJHJXwKmO4B7xEtdcD0JzgICs6HVDlzMGUvDiaiCgHFcUt+HzGhTAnJouG\nRCsO3UvNIXVHUFEURVGU6Rssn1UNq0KDMy8Pb2cnntZWs0OZ91TCq4xR1WA0rOqItJKYkIbD6gCg\nsqQFm91CWmacyRHOf5qmkVOQiKtvgPqaDsA/jzfBaFzVfqTYzPAUJaSom+PKaJoa7VeUcQyWzzpz\nVMIbCgb/HdQ83sBTCa8yRk1JNRFeN40JNrL9Das62vpob+0jIyceq029bYJhcHmicn9Zc05sFg0J\nRuMqb1WlaXEpSqhS6/AqoHJdRZmIq6wUrFbCMjOn3lkJOGfeYMKrVt8INJW5KGN0HBnRsMo/f7dS\nlTMHXXp2HDabhcpS47XPiEqnNd6BT4Pwljo150NRhqj/C4qiKJPxDQzQX11FWGYWFrvd7HAUwJmd\nA5qmliYKApXwKmN4qo3Rw8YE+9CSRIPzd7PyVMOqYLHZraRnx9HW3Etnex8Oq53Fcem0xNpY5Gqh\nuVUtVq4oiqIoytT6q6vQPR6cqmFVyLA4nTjS0nGVl6F7vWaHM6+phFcZxeP1EdFqNKzqSIogNTKZ\ngX4vtZXtJCZFEhXjNDnChSXLP6JeWepfnigmi8YEG3bdS/VBVQKjKAC6f4RXlTQrw9Sov6KMNDx/\nVyW8ocSZm4fe309/ba3ZocxrKuFVRqlp6ibF3UxHpIWUpBwsmoWaija8Xp2sAlXOHGyDI+qDJeUj\nG1e1HVYJr6KMovJdBVBvBEUZS3VoDk1D6/GqxlUBpRJeZZTq4moivW7/+rujy5nV/N3gi4kLJ35R\nBDUV7XgGvKMaV3mqKkyOTlFCi0pzlJFUnwNFGeYqK0MLc+JIXWx2KMoIgyXmfapxVUCphFcZpe2o\nhlW6rlNR0kqY00ZKWrTJ0S1MWXmJeDw+airbSQ5fRG9SNF4NnC216gOdoqCKVxVFUSbj7eujv74O\nZ04OmkV99A8lYekZaA6HalwVYOpdr4wyuNxNQ7yR8LY29dDT5SYzLwGLukiaIjt/sKy5FU3TyIzP\npiXORmJfK20dfSZHpyghQGW8iqIoE3JXlIOuq3LmEKRZrTizc+ivqcbndpsdzrylMhhliM+n42wx\nJs33L15EbFi0KmcOAakZsdgdVipLW9B1fWger133UnWg2OzwFCUEqIxXOYqm3hOKMmhw9FA1rApN\nzpxc0HVcFeVmhzJvqYRXGVLX0kOyq5nOCAuLU4yLYkWJ0R04MzfezNAWNKvVQmZuPJ3tLtpb+8iJ\nzRpqXNUuVcKrKMPULF5luFu3SnkVxeAqVw2rQpkzLx9QjasCSSW8ypDq0hoive6h9XfdrgEaajpI\nSY8hPMJhdngL2uAIe2VJC9kxmTT6G1cNqMZViqISG0VRlEm4ysqwxsRgS0gwOxRlHIONq1ylqnFV\noKiEVxnS6h8tHGxYVVnaiq6rcuZQkOlfnqiipIUoeyRaagpeDcKa1bptiqIoiqKMz9PRgae1BWdO\nLpqmqmBCkS1xEdboGNW4KoBsZgcwESHEw8BHgUYp5Uqz41kIBiqN0cLmBAdZ0em8WmLcaRpcC1Yx\nT2RUGItSoqir6qDf7SEzIYeWuGIS21vo6OolNjrC7BCVEPHH7cW8c6hxVo+5bkkyF28smPDxBx74\nP5KTU/j0py8C4Le/fZCIiEguvfTyMfvee+89vPXW62iaxhe+cCXnnLMJgMcff4StW/+Bplk45ZRT\n+epXr5t2fIMjvOqznGJQbwSzCSHKgU7ACwxIKdcLIRKALUA2UA5cLKVsNyvGhcJV7p+/q8qZQ5am\naThzc+nZ8wGejnZssXFmhzTvhPII7++A880OYqHQdZ0wf8Mqa2YaNs1OZWkrEVEOFqVEmRydAsZI\nu8+nU1PRRk6s0bjKpvuo3q9KYBRznXPOJrZv3zr0844d2zj33PPG7Pfyy9soLj7Mo48+xd1338d9\n991DS0szb7zxGq+99gq//vWjPPLIH7jssi8EM3xlvlK17mbSgbOllGuklOv9274NbJVSFgHb/D8r\nATY4L3SwbFYJTYM3JNQob2CE7AivlPJVIUSO2XEsFM0dLpL6muiKsJCamk9jXSeuvgGWrEpVJTAh\nIis/gV2vV1BR0kruaVkcTLCzosRFqzwCp6giCMVw8caCSUdjA6GwUNDe3kZzczNtba1ER0eTlJQ8\nZr+9ez9g06bz0TSN+PgETjhhLQcPHmD37vf46Ec/TlhYGAAxMTHHFIemRvYUJZQc/R/y48BZ/u8f\nBV5GJb0BN5Tw5qgR3lA2snFV1AlrTI5m/gnZhFcJrsriaqI9bkpSHcb83SNGd2Y1fzd0JC+OwRlu\np7KkhdPOy6MlMQzoor9SNa5SzLdhw7m8/PK/aGlpGXd0d5Cujz/sNsHmaVJDecrR1HvCZDrwLyGE\nF3hQSvkQkCKlbPA/3gCkmBbdAqHrOq7yMuxJyVijotB1ne6BHnoHeun19NHr6WPA58Gn+/D5vHh1\nHzo6Fs2CVbNitVhJGIiiu9M99LPdYsNmsWHTrMafFtvwNosNixbKxaOzw6f78Pg8eHweBnxePL4B\n42fd69/mGXp88MuHjs1iw2Gx47DasVscRNkjiQ2LwWG148zOAVSn5kCZVwlvUlK02SGYHsOxnr+r\ntIxooDHezsacJfx92xEsVo0TTsoizDmzt4mZr4Gu++h3tRPh6MLr6cMz0Ifu86BpFkDDYnNgs0di\nc0TiCIvFYrUHLJZAvA6Fy5LZu6sGi89KbF4uXkszzubaCc9l9vsxVGJQAm/jxk3cdddtdHS0c++9\nD427z6pVa/jzn5/lggsupKOjgw8+eJ/rrrsBu93OI488xHnnnU9YmJPOzs5jHOVVI7yKnwY6Ouo9\nYZrTpJR1QogkYKsQ4tDIB6WUuhBiyrsSofD7Y67GMOAd4MCBd/D19NCQGcWWd39BQ08z/d6BAEQ4\nzKJZjATYaiTCw9/bR2+3+pNlq/2o/QYfsw9/3zGcVIPxf1vXdf//cfzfG58B/Vvw6fqIhNOfiHqH\nvx/aNriPd/j7Aa+HAe8AA4OP+x8b8BnbfbpvVl+zSEcEyZGJfDghEr30CL3WdrLiM8atsJyr70ez\nzauEt6mpy9TzJyVFmxrD8Zy/6/ARANqSIuhvtlJX3UF6dhydXX0wg0MG8zXw+Qbo762jv6cad28N\nHlczHncbuu6Z9jGsjjjsYYk4IlIJi8zEEZmB1Xb8DaAC9TqkpMewd1cNu9+pYnFSJs1afe3AAAAg\nAElEQVSx75PY3kJ5eSORkeFBiWEmzI5hLl6U56rc3Dz6+npJTk4hIWH8ypCzztrA/v172Lz5UjRN\n49prv058fAInn/whjhyRXHnlF7DbbXzoQ6dz9dXXBvlvoMwfKsk1m5Syzv9nkxDiOWA90CCESJVS\n1gshFgNTdtdb6L/DZhqDrusUt5fyWu077G0+QFZJOxcAB8N7aOppIyU8iYTwBCJtEUTYw4mwhWO3\n2odHdP2DAz7dGO316l7CI2x0dPXh9Y9gen1ePLo/edRHJ5TGKOfYJNPl6R21jx7iFRjGCPbokeso\nZwTo/mReG95us1ixW+zYLNah5x096m2zWLFg8SfNA/R7+3H7+unu76HD3Ul7fyfVHXWUxnhY2trP\n7X/6ISQlcmLyak5PP5nkiCRg7r0fAxnDTM2rhFc5Nj5dx9lcBRhNDapLjaaJoVjO7HG309d5mL6O\nI7i6y0H3Dj2mWcKwO5OIjE3G43VisYVjsYajaVYYvBvoc+P19OLz9OLpb2fA1YyrqwRX13DjJ3t4\nCuExRYTHFuGISAupOcyZuQloGlSWtpCTn0VFgo2UNheV+0pYevIKs8NTFrhHH31qyn2uvfbrXHvt\n18dsv/zyzVx++eZjOu9gmXTo/E9VlIVLCBEBWKWUXUKISOA84FbgL8AVwF3+P583L8r5p7i9jGeL\nX6Ci0/g8l+CMZ53bDnTyiY1XceWS1cf0eSYQCY7X5zVGTidMmL2jyoHDo+y0dnTj9RkDGpqm+Xs2\n+Ds3aBoW/2+Awb+jBQ2bxYZ1KBG1Yh36c+Q2qz9JNbZZNeuEI6uBTPS8/8/efUfHUZ19HP/ONq16\nl1zl7mtcwAUwvRhIAoEQegnBQCghgYSXECCkBwgBklASkkAwhN5DSCMJYHq1MRgw9nWvktVs1dVq\n27x/zEiWbcmW7C2j3edzjo52d7b8ZjX7aO/cO3diUTZ2vEDn2r9zcHgYb0TbeGXDG7yy4Q1mVezH\nV8Z9iXJkJ/6ecmyDVyn1BNbkBqVKqQ3AT7TWD6Y4Vlra3NBGZUcDTXluhleMZd3iRgBGjXdGgzcW\nDRLY+jntWxbT2b6h+3avvxJ//mh8uSPIyh2O21uIYRgDLkqxSJDOwCarp7h9PcG29YQ7ammpfRO3\nr5Dckv3IK9kPT1ZxIlZvQPzZXiqHF1C7qYXZvsksKPXCqiCNS5eDNHgdrbdTrclpOuJMWrwC2Qwc\noBJ4XikF1vfMx7TW/1NKLQSeVkp9A7vepS5i+uiMhnhm+Qu8W7MAgP3Kp3LMyCMYWziK9fN/Qafb\nTen4yY7aee92WQ1NyOrX/Z3Qq5hobpebCrUfG/g7B4Qq+eJhV7G4/jNeWf86H9YtZnHDEs4LnsKs\nolkZcZx0vDm2wau1PifVGTLF+qVrKIlGWFuWxei8Kj5Y20hBkZ/C4uzdPziBwsEGWuvfp71xcfcw\n5ay80eQUTyG7YDweX2FcXsfl8ZNdMI7sAmuGvFi0k2DragJNmo7mpbRsfoOWzW/gzx9LfsVB+PPH\npfQfR9XYUjZvbKGt2qSlPB9opVMmrhoMHgR+Bzzc47au03TcppS6zr4+6GctXbVqJTfd9JPtbvP5\nsrj33kTvs3TOFzqRauZeToQm9pTWeg0wvZfbtwDHJj9R+mroaOTeTx6iun0zI/OGcZY6lTGFVQDE\nQiE6N6zHP2oULq8vxUlFf2SNrAK3m+Ca1XhdHvavnM7Min1ZVLuYZ1b8nb989Awfly9l7uRz8CVw\nDpp05NgGr0iepmUrKAE2l3qZ0lpMOFTHpGmpOx1RZ/smmje/QbDFOq7Y7Sskr3QmuSX7xq2Ruysu\ndxY5RfuQU7QPsegJBJqW0r7lI4Ktqwm2rsbrr6Cg8hByiqfak2El16hxJXzwxho2rN5C4ahxRF3V\nZDVuTHoOMTB9nGotLU/TMW7ceB588PGkvZ7TjwcTQoh4qwvUc9dH99HU2cyRIw7h1PEndk/qBNC5\nbi1Eo/jHJvc0dWLPubxeskZW0blhPbFwCJfXh8twsf+QGUwoHs+jy5/k4/rPaP34fq6YfrE0egdA\n+sQF0Q3WSa7DwyupXdcOpGY4c6ijlvrVT1G7fB7BlhX4coZTNvp0hk2+ksIhhyelsbsjl9tHXul+\nVE64gCHqEnKKpxIO1tO47m/ULPsTgaZlfZ5mJVFKK/LIzfOxfvUWRhWNpqHIQ0lgC1u2tic1h4gL\nOU2HEHEnPf0ivQUjQf64+EGaOps5ZfyXOXPiV7dr7AJ0rFoJQLZ9flcxOGSPHQvRKJ0bNmx3e2FW\nPj888kqml09jVfMaHl36dNK/fw5m0sOb4SLRGPnNG4m6oGSsYt07jXi8LoaOTF7jMhpuo6n6Fdq3\nLAbAlzuCoqFz8OePTlqG/vDlDKVs9KlEhs2hefObtDd+TMOap/HlDKN4xBfJyh2ZlByGYVA1rpSl\ni2so6RzCxhIPlVsirPt0OSVHyMnKB6v+nqYDnDH7tJMy+LO80A7Zfl9ScznpPZAM2zJ0jU4qK8vH\n60nefn0nvA8iM/xrzUvUdTRwzMgjOLbqyF7vE1xtTcbpHyc9vIOJf8xY4BWCa1bvtLPC6/ZywZRz\nuPujVj6sW8z+ldPZt3xKaoIOMtLgzXAbqrdS3tFMfbGH4d4xLNnSzujxpXg87oS/tmnGaK1fQHPN\na5ixTrzZlVZDt2C8oyZX2JHHV0Rp1UkUVBxMc81rBJo+p3b5g+SWTKdo2DG4vbkJz1A1toSli2uI\n1vqoLfEyjSBb9AqQBu9gM+DTdICcqmPHDMFO67ySwWAoabmc9h5Ihm0ZzJgJLmhoaMXjTk6DN9Xv\ngzS2M0cwEuStTe9RnFXESeO+1Ot9TNOkY9Uq3EVFeEpKkpxQ7A2rwQvB1avhmJ2Xe10ezp10Gje/\n/1teXv+GNHj7SYY0Z7jqz5bjNk02l3nxbikAoCoJpyPqDFSzedmfadr0XwzDoHjECQxRl5BdOMHR\njd2evP4yysacTsWEC/D6K2nf8jE1S++hrWFRwoeZjBhdjMtlUL22mejQCgDCG2TiqkGo6zQdIKfp\n2HP2x82Qoayii2wKIk0t37qKUCzM7CEz8bp677eKbGkk2txE9jhndyCInXkrKnHl5BBcu7rP+wzN\nrWR80RhWNa+hNdSWxHSDlzR4M1zLcmtiqKaKPBrWBQFrUqREMWNRmqpfpVbPIxysJbd0BkP3+Tb5\n5funZAKoePDnVTFk0iUUDf8Cphljy4Z/snLR/URCLQl7TV+Wh6EjC6nf3EbJsH2IuCC3aROxmBzP\n4VT2qdbesS6qDUqpC4FfAccppZYDc+zrYoBk0iqxHcMA2SZEmlrdbO3cViV9D1XuOn7XL8fvDjqG\ny4V/9BjCtbVEW/seNTK+yOoJXt+6KVnRBjUZ0pzpaqw9SP6qCVR/2ERZRR55Bf6EvFQosJnGdS8Q\nDtbi9hVSWvUV/PljEvJayWYYLgoqDiKnaDJb1v+DlsbltDatp2TEl8gpnpaQPayjxpWyaV0TxYER\nNBZ5KN3azMbNzVQNK4r7a4m9t4tTrclpOuJFOjIE2zYDmc9FpKOGjkYAKnLK+7xPcJV1/G62zNA8\nKGVPmEjg8yV0rFxB3oyZvd5nRN5QAGraNzOlVCUz3qAkDd4M1tzeSUVzDQG/QYFvIu1RMyGzM5um\nSVvDQrZu+h+YUfJKZ1I0/Dhc7v6dcHww8fgKKB93LkboczYs+weN6/5GR8tKSkZ+Oe7rWzWulHfm\nryJWl0VtiZfKLRE2fqqpGjY7rq8jBpe/rvwnH9V9GtfnnFExjVPHn9jn8j/96fdUVFRy6qlnADBv\n3r3k5ORyzjnnbXe/RYsW8sAD95Gfn8+qVSs5+uhjGTNmLM899xShUIhf/vLXDB8+gptv/hk+nw+t\nl9He3saVV17NIYccFtd1EkKIwagxuAWPy0OBr+/jtjtWrQS3m6zRo5KYTMRL9oSJAHSsWN5ng7fI\nb00u29KZ2jkUBovBOYZUxMWaz9eSH+6kutyHq8EqnPFu8MaiQRrWPsvWjS/icmdRPvYcSqpOTMvG\nbhfDMCgfcRBDJ12GL3cEga2fsVnfT6ijdvcPHoCikmwKivzUrm9ja6XVq9uybFlcX0OI/jjmmOOY\nP/+l7uuvvvoKxx77hV7vu3LlCr7//Rt47LFn+e9//82mTRv5858f5sQTv8pzzz3Vfb/a2s3cf//D\n3H77Xfz617cQDof7fP1tHXnSxSuQ0cwirbWE2ij0FeDq4zCwWDBI5/p1+EeNxuX1JTmdiAf/mLHg\ndhNYrvu8T9cOj5aQNHj7Q3p4M1j9J0sYBdSU+XFvCJKd46ViaPxmegwFamhY8yyR0FayckdSOvo0\nPL6CuD2/03myiqmcMJem6ldorXuPWj2P4pHHk1can5mUDcOgamwpny3aRO6QfYEaXNUr4vLcYvA6\ndfyJu+yNTYQJExRNTVtpaGhg69Yt5OfnU15e0et999lnMiUl1o61ESNGMnv2wQCMHTuORYsWAta2\nPWfOcd33GTZsOGvXrmGCvdd7Z9LCET0Z1mG8sl2INNQZ7aQ4q+9DlzpWrYRYjOyJMsx1sHJlZeEf\nPYbgmtXEgkFc/p0PNczz5gHQFm5PdrxBSXp4M1hk3XIAjKGT6WgPM2pcadyONQ1stU7VEwltpaDy\nUComzM2oxm4Xw3BTPPwLlI09C1wetqz/B1s2vIhpxuLy/KPGWxOM5UaqaMlxUdG8maa2zrg8txAD\ncfTRx/Laay8zf/5LffbuAnh79DgYhtF93TAMotFon49zuXb/70r6d4UQ6a4zGiJrF6PkOuxewRw1\nKVmRRAJkT5gIsRgd9vmUd+R1eTAwCEVDSU42OEmDN0OFI1GKtm4g5DHI8Vq9JvEYzmyaJs01r9Ow\n9lkwXJSNPYuiYccM2hmY4yWnUDFUXYLXX0FbwwLqVz1GLNKx1887bGQRHo+LYI2L6govOZEIqz9e\nHofEQgzMnDnH8fLL/+O1117h6KP3bh4u0zR59dWXMU2TTZs2Ul29iaqq/hyLJk1eIUT6isQixMwY\nWe6+hyp3LNdgGPjHT0hiMhFv3cfx9jGs2TAMvG4voVjfh/uIbTK7FZLB1qyqobSjnc1lHqJ1Wbhc\nBiNGF+/Vc8ZiYdZ88hjNm1/H7SuicuKF5BTKkJounqxiKideSHbhRIKta9i8fB7hYMPePafXzfBR\nxbRs6aS+vBKA+k8/i0dcIQZkzJixdHQEqKio7B6yvCPD6BpquutlhmFQWTmESy6ZyzXXfIfvf/8H\neL3evl9cpuMVPdnbUaLPhy5EsnX15vn6aPDGQiGCa1aTVTUKd3Z2MqOJOMsePwEMg44VfXdi+Fxe\nQlFp8PaHHMOboWo+XsJQoLqsmPb6ECNGF+PL2vPNIRrpoH71E4TaN5KVW0XZmDNwe3PjFzhNuNxZ\nlI05i+aa+bTUvk3t8gcoH3sOWXkj9/g5q8aVsG5VI+6iqcB6zA19T3IgRCI99NCTu1w+Y8YsZsyY\n1X39d7+7t89lBxwwm2uu+UG/XrerWSP9uwLo3iCkvSvSTafd4O2rhze4ehVmJCLH76YBd24uvuEj\nuv+mhmfn7+g+t0+GNPeT9PBmqHb9CQCR4qkAjN6L4cyRUDO1Kx4k1L6RkqEzqBj/dWns7oJhGBQN\nO4aSqq8Qi3ZSt/IRAs173kgdPaEMAFdgCIEsg/Kmato6pAAKITKVtevDlEmrRJoJ28NXva7eR7x0\nH78rDd60kDNxImY4THDN6l6Xe1xuImYkyakGJ+nhzUDhSIzi+rWE3eCOVgEwRvV9AvNdPldHPXWr\nHiMabiG//CBGTz2FhgaZMa4/8kqn4/bk0LDmWRpWP01J1UnklU4f+PPkZ1E5vIC66hbWV+QzaUML\nqz5bzZiq+J9TWYj+WLVqJTfd9JPtbvP5srj33gf79fgbbvjpHr1uvCbdE4ObbAUiXcXsYQuuPmpd\n12lssvuc0V4MJtmTJtM0/xXaP1/S69/UZbjl0I1+kgZvBlq1bD2lHe2sGppPoB4qhxWQlz/w8+J2\ntm+kftXjxKJBioYdS0HlIRk/OdVAZRdOpGLC+dSveoIt6/9OLBKgoPKQAT/POFVO7aYW6ksVkzYs\noHbhh3DCAQlILMTujRs3ngcffDxpryf/7kVvZLsQ6aZr1EJv37VinZ0EV66wjt/Ny0t2NJEAOZMm\ngctF4PMlcPIpOy13Gy6icTrrR7qT1kkG2vjBhwDUlI0HE8aqsgE/R2fbeupWPkos2klJ1cl71EgT\nlqzcEVROvAC3t4Cm6pdp3vzGgJ9jzETrb2j4xlu/134a14xCCDHYyJBmkW66evOMXsYxBPRSzEiE\nnClTkx1LJIg7Jxf/mLEEV68iGth59KTLcBEz+z6dn9hGGrwZKLLaOn7XzLKmrB87wOHMwbZ11K16\nDDMWoWzM6eSV7hf3jJnG6y+ncsJc3L5Cmmteo6nm1QENUykoyqZ8SB6hrVnUFWYztKmO2rqWBCYW\nwkmkYSN6kkHNIj1t6+HtpcH7mXWGhlxp8KaV3ClTwTQJLFu20zIXLmLSw9sv0uDNMM1tQSq2VNOS\nnUW4OYeyyjwKivo/dX2wdQ31qx7HNKOUjTmdnKJ9Epg2s3iyiqmccAEeXzEtm9+kuWb+gBq9Y1U5\npglrKsbgi8b4ZP4HCUwrhHPIIUyiV7JdiDTT9Z3A1ctOnfYln2Fk+a3T2Yi00dVjH1iy8yknrR5e\nKXT9IQ3eDPPZ6wvJC4VZPnQcpgnjJvW/dzfYspr6VU9gmjHKx5xJTtGkBCbNTB5fIRUT5uLJKqWl\n9m2aNr3U70ZvV099MNua2KD2w3cTllOI/pg//2XOO+8MvvvdywH46U9vYO7cc3j66ScG9DxtbW08\n//yz3dcbGur5zne+E7ecy5Yt5c47fx235wO4+eaf8dprrwBw6603sXbtmrg+v+gH+R4o0kxfPbzh\nhnrCtZvJmTSp19PXiMHLP3oMruxsAks+2+n7oMswpIe3n+RTkWFaPniDcqA1dxJ0wITJlf16XLB1\nNfWrn8TEpHzMmWQXyh7ERPH4CqiccD61Kx+htf49wKRo+Bd2OwNtUUkOFUPzqdsM7b5sCjYuJxKN\n4XHLfi2RGv/85wtce+0P2Xff6TQ2NqD1Up588vkBP09rawvPP/8Mp5xyOgBlZeXcfffd1Ne3bne/\n3o5r649Jk/Zh0qSdR6tEIhE8Pb487nh9VwzD6P7MXnfdj/Yol9gzXVuBHMMr0k1fx/C2f7IYgNyp\n05KeSSSW4XaTM2UqbQsXEFi/AXKKu5e5DBcmJqZpylkKdkMavBlky9Z2htWupjG3gFhHAcOqisgv\n9O/2ccG2ddSvshu7Y88iu2B8EtJmNrc3n8rx51O78mFa698H6FejV00dQl1NK3roRGauW8zShUuZ\nNntKMiKLDPff//6bZ599ikgkzOTJUykrK+fTTxfzq1/dyGGHHcH7779HfX0dF154LldddS1lZWX8\n9re30dS0Fb/fz3XX/ZCqqtFs2dLI7bffQk1NNQDXXHM9zzzzBJs2beTCC8/lgAMO4tRTz+Cii87l\ngQce59JLL2DC8UdBIWAYXHHFpVx55dVUVY3ijjtuY82a1USjES666FIOO+zIXrMvWrSQJ598jNtu\nu4N58+6lunoj1dXVVFYOoapqFJs2baC6upohQ4Zy2WXf5sYbf0IkEiIcjnL11dcydeq+mKbJHXfc\nxsKFH1BRUYnXu+08mV2ZlJrEr3/9K5Yt+5zOziBHHXUM3/jGZQCcfvpJHH/8ibz99ptEoxFuvPFX\nVFWNJhAIcOedt6P1UsDgoosu4cgj5/DBB+/xyCPzaG/vYPjwEdxww0/Jzu7/4SlCiMGnrx7e1kXW\nZKS502cmPZNIvLyZs2hbuIDGd98j+5jju283epxzfE93+GYKafBmkCWvvENlJMLHYxSYoKbuvnfX\nOvWQPYx57JnS2E0itzePyvHnU7fykX43esdPruDtV1bSnD0Rk8VsfOs1afBmmPpnnqR14YK4Pmf+\n/gdQfsbZfS5fu3YN8+e/xJ/+9ABut5vf/OZWhg4dxqRJ+3DFFf+HUpM49dQzufbaq7pPV/Td717O\n979/AyNGjGTJks/4zW9u5a67/sidd/6amTP354wzziYWi9HREeDyy7/DmjWrux/b1RgGOPbYL/D6\n4kVwhIv25ha2bGlEqUnce+897L//gdxww09pbW3l0kvnsv/+s/H7d7+Tb926dfzhD/fj8/mYN+/e\n7a53dga54457GD68lEWLlvDzn/+I++9/mDfeeJUNG9bz2GPP0tjYyHnnncGJJ54MbP/l9NJLv0VB\nQQHRaJSrrvoWq1evZOzY8RiGQVFRMQ888CjPP/8sTzzxKNdd9yP+8pf7yc/P56GHngSgtbWVpqYm\nHn74AR566C+0toZ59NG/8NRTj3HBBRcP/I+blrZ9CRQincR66eGNtrbSsVzjHzsOb3FxXw8Vg1ju\ntP0wPB4a332PET0avC779FSmacpcfbshDd4MEvj4DWIYBL0T8MRcu52dORSotmdjDlM25nSyC+VE\n5snm9uZRMf7r/W70+rO9jJ5Qympt0uQvpXD95zKsWSTchx9+gNbLuPjirwMQCoUotr94dQ3B63ns\nUSAQ4LPPPuHHP76u+7ZwOAJYva0/+cmNALhcLnJz82hp6XvG8aOPPpaHn3qUUUdMZeVHH3P00ccC\n8MEH7/H222/wxBOP2M8fpq5uM1VVo3e5LoZhcNhhR+Dz+Xq9Hg5HuOOOW1mzZhWmCRs3bgDg448/\n4rjjvoRhGJSVlTFr1v69Pv/8+f/j73//G9FolMbGBtasWcPYsdaOxCOPnAPAxImTeP31+fZ7u4Bf\n/OKW7sfn5+fz9ttvsnbtas4++2wikSjhcIRp0/bd5XplImnwinTTWw9v2+KPIBYjb+asVMUSCebO\nziZn8hTaP1lMqLYWX6XVYdW1HcTMGG7cqYzoeNLgzRD1dU0Mr9/E2rIxxEI+Jk2vxJfV958/FNhM\n3cpHMaMhSkedIrMxp9BAG72Tpg1ltW5g+ZDJzF77Jp8v+Jx9D5LTFGSK8jPO3mVvbKIcf/yJXHbZ\nt7e77corL+t1OzXNGHl5+d09tjsv739Dpby8gqycbDpq26hbtJqLf/6r7mU333w7I0dW9fu5umRl\n+fu8/tRTj1FaWsbdd9/J5s1NzJljnYPcMHafu7p6E08++Rj33/8IeXl5/PKXPycU6uxe7vNZw6Dd\nbhfR6LZzK/b2vPvvP5t77tn5OGYhRPrq7Rje1gXWGRnyZkiDN53lzZxF+yeLaV34AaVfPgnY1uCV\nnXu7J90+GeKzl17FG42xvng6hgEzDur7S2C4o566VY8SiwYpqfoKuSXSWEo1q9F7Pl5/Oa3179O0\n6X99frmuGldCQZGfNu8YQm4/G958KclpRaaZNetAXn31FbZu3QpAS0szmzfX9Hn/3Nw8hg0bxquv\nvgxYX+JWrlxhP9cB3TMyR6NR2tvbyMnJIRAI9Pl8o/abSt2b6wgFg929pQceeBDPPvtk932WL9/5\nHIa92V2jNRBop6SkFID//OdfxGLWDJn77TeTV155iVgsRkNDA4vsY+p6am9vx+/PJjc3ly1bGnnv\nvXd2m+eAA2bz178+3X29tbWVKVOm8emni1m/fj0AHR0dbNiwvl/rl1HkO6BIMzv28Ia3NBL4fAn+\nceO7e/1EesqbuT8un4+Wt9/a6fRUMlPz7kmDN0NEPnuHhpyRRM0CJkyu7PPcu+FgI7UrHyEWCVAy\n8svkle6X5KSiL25v7naN3q2b/tvrl3PDMNh3/xFgulhfNJHy9UsJhiIpSCwyxejRY7jkksu5+upv\nM3fuOVx99ZU0NjbudL+evb0/+clN/POff+eCC87l618/i7feeh2Aq666ho8+WsjcuWdz8cVfZ+3a\ntRQWFjFt2n6cf/5Z/OEPd+/Uazxq38k0fVbHhJnTu2+74IKLiUQizJ17Nl//+pnMm3dvn/mtGZV3\nvrxt+bbLp5xyBi+++C9OPvlk1q9fR3Z2DgBHHnk0I0eO5LzzzuDmm3/a6xDjCRMmMnGi4txzT+Pn\nP/8x++7bV33dNsPz3LnfoLW1lfPPP4sLLjiXjz76kKKiIn74w59x9dVXM3fuOXzzmxexfv26Ptcv\nU8n5KUW6Me2GTVcPb8s7b4NpUnjo4amMJZLAnZND6SEHEa6rpWPFcgCMrmN4Ze/ebhkDGTrmcGaq\nh3aVl+endHhZX69fs6merT/7Ph9UnUiHt4yzvnEAJeW5O90v3LmFuhUPEw23UDziS+SXHxi3DMmU\n7hmi4XbqVj5COFhHXvmBFA//4k4NgFBnhEf/+B7hjjaOWP0MzWd+g4OOOyQheXYl1X+L8vL8dJzG\nIeNr3Y4Z7nvnXywOvs5RxSdxxozkfPFz2nsgGbZl+P5/7iTgq+aXB/2MwpyclGRINql1iZHqv+uO\nGZZvXcldH93HCWOO44RRx7D2h9cTaW5i7G/uwp2gWdqd9h5kcgZvzVqW/PhnFBxyGEMuupj7PnmI\nxQ1LuO3wn5HrzYxaZ2cYcL2THt4M8Nl/X6TFP4QObxljJpb13tgNNlC34iGi4RaKhh27R41dkRxW\nT+/X8foraKv/oNeeXl+WhwMOG0PM8LOxcB/qF8iwZpG+ZO+26GnbeXiFSC+xHkNZA59/Rri+jvz9\nD0xYY1c4S+HUKXjLy2ld+AHRQPu2Ht706bxMGJm0KgN4ln3I2uLZAMw8eOdjd0MdtdStfJRYpJ2i\n4V+goOKgZEcUA9TV6K1b+Qht9daEFTv29B5y1Djef3M1a4unMr36b7S2BcnP2/0pWYRIV++//y5/\n+tPvtrtt2LDh3Hzz7SlKJIQQ/dfzGN6tL1s7souOOTaVkUQSGS4XhYcfScNfn6XlvXcxKuxjeJFj\neHdHGrxpbvPGWnLafWwtGcbwUUVUDC3YbnnXeXZj0Q6KR5xAfnnvp9IQzrNTo6AXSM0AACAASURB\nVNc0KR7xpe5Grz/by8yDqnj/9TU05kzi3f/9hy+c+tUUpxYi/rr2be9ujNPs2Qcze/bBiY4jUk76\neEV66urJ8za2EPjsU7InTMQ/anRqQ4mkKjj0cBpeeJ7m117FdYZ1BhXp4d09GdKc5j599b+sL54G\nwP6Hjt5uWaBpKXUrHrZnYz5JGruD0HbDmxsWsHXjv7sntQCYNmsEHo/JhsJ9CH76fgqTCpEE6XgU\no9hj8h1QpJuuHt7CBdas89K7m3k8hYXkz5xFqHoTBTXNgMzS3B/S4E1zwTWraMgdSU6BydCRhYA1\ny19zzes0rHkGDBflY88mr3RGipOKPbWt0VtJW8OH1K18hGi4DQCvz82Mg0cTcWfhCZTR2dG5m2cT\nYhCyGzaGtHiFEGnMNE1cMZPcz9bgLiySc+9mqMIjjwZg6CcbAZnHoj8cPaRZKfUl4E7ADdyvtb41\nxZEGnVCkAnwG+x86HsMwiHQ20bj+BTrb1uH2FlA+9mx8OUNSHVPsJbc3l8qJF9C47gU6mpexedl9\n+D2ng1HFtFkjWfjGKupzx7P04w+ZfnDyZ2sWuya1LvOYpokZiWCGQ5ihMDH7txkOEQuFMEMha1k4\nghmLQszEjEUxYzGIxjDNGOFsL60tAYjFMGMx63CGHj+G4QKXARjgMrqXGy43hteD4fVieLz2b4/1\n032bB5fXi5Hlx5WVheEafPvHZZif80it2zsmJiM3h3AHQ+QfeiSG253qSNuJmSbBzigdnRGC4Sih\ncJTOUHS7y53hbT+hcIxwNEY0GiMSNYnGTCLRGNGoSSRm/Y5GYxguF+FIdKfX620Xp9tl4Ha78Lhd\neNz2ZZeB221Yt7lcuN0GPq8bv89Nltf+6b7swu/zdF/PzrJ+O0m2moR3yBBKV2wma0qpnIKtHxzb\n4FVKuYHfA8cCm4AFSqm/a62XpjbZ4BEKhelwVWCYUSaoEpqqX6Gl7j0wo2QXKkqqvoLbIzP7pQuX\nO4uyMWfQWvcOTTWvsurjv5BTNJmiEV8k299GwChi3RItDV6HkVoXD8n/Zx8Lhwlv3UqsrZVIayux\ntjaiwQ5iHfZPsINYR9D6Hei63kHUXmaGQns95rY+TuvSH0ZWFq6sLFz+bFx+v33Zz5bCfEK4cWVn\n487JwZ2biys31/qdk4c7Nwd3bh6unJxB2WgW8SO1bu/FTJPR1SEA8mYl7jA00zTp6IzQEghT1xpi\n/aYmWjvCBIJh2oMRAsEwgWDEvhwh0Bm2f0fifiiBAbjdvdWOnV/INCEai///A7fLIDfbS7bPTY7f\nS67fQ47fs93lXL+X/Gwv+bk+CnK85Of48PvcO502Mh4Mw6Bg9sE0vvA8I2tDsnOvHxzb4AUOBFZq\nrdcCKKWeBE4GpDD20/IlS2jLKmHUsLXUrfiYWKQdt7eAomFzyCmelpAPoUgtwzAoqDwUf8EEWmv+\nTXvT53S0rERNHcbHiwrpaJAhzQ4ktS5u9qymmbEYsUCAaFsr0dY2+3drj9/Wbd0N27ZWlgeDA0vm\n8eDKzsblz8ZTWIjh8+Hy+jCyfFZPqtdn3+bF8PkwvF5c9m9cbgy3CwyX9dvlwnC5KSzKpaWt075u\nfyE0Tes4/phpXzbBjFnfBE3rkBaiUavnOBImFg5bPc2RCGY4jBkJW8vsy7Fg0Prp7Oy+HGluxuy0\n1r99AO+BKzvbavzaDWJ3bi6uvDzcuXm4e/x2dV3Py8WVnTPg/1VdQ9vlK6DjSK3bSyYmQxrCmG4X\n/jFjB/TYznCU9o4wrYEwrYEQze0hWgNhWgIhWtpDtARCtLZb11sDISLR/n2CsrxucvweivKzGFaW\nS67fa/WK+jxkeV079J7u2JvqxuPZ1gPrdtm9sl2/3QYuw6CioqDf5341TZOYaVo9xnbPcSQaIxKz\nrkejJuFozOpxDkcJdvU69+x9DsXoDEcIhqJ0dEYJBMMEwzFa2ztpaA72u1Ht9bi6G78FuT7yc7wU\n5PjIz7Ev5/rs69Z9vJ7+7xTMVpMAGFYXllma+8HJDd7hwIYe1zcCs1OUZVBas2QFU6ZsZdTIzZgx\nL4VDjyK/4mBcLm+qo4kE82VXoA78NmuXvUFT9XyGla0l7+B69IKC3T9YJNugrXXb7VXubQ/zbpZv\ne3zP+/Xv+SIBD7FgBwDuUBhfOIars5NwYyOxQDvRQMD63R6wGrOB9h63B4i2t29r5La19au31fB4\ncOfn4y0vx19STCwr22qY5RdYjbfsHLtR68eVk2P1hmb7rd/e+Nfd0vJ8Yv38EhhvZiyGGQpRnOuh\nvrqBWEfQeo/b24m2t9nvcZv1Prf3uBwIEKqptnq4+8PlshvHeVbjuLthvO0217ByAlF39zJXTL78\nOdSgrXVdumrWdtViu/JlL99NOez5oK7b+3rOjs4IwZDVcxoKBCnfGiE0tJzG9ghtHR20dYStn4D9\nO9jjsv3T3hEmFNn95yLL6yY/x8uoyny7kealsiwPjwH5OV5y/d7u3sycLKtn09Nr72vqGIaB2zBw\nu4A4DkUuL8+nvr4V0zQJRWJ2D7fds21f7tqZYO00CNPSbu082FjfTmTz7mt1dpbHaiDv0BAusBvH\nI5qCdHaE8Hlc+EqGEnO7GNYQJiY1b7ec3OAd0M7Z9/99faJy9Ntqh73+FGXi8cQIdPgZv/9leHyF\nKcklUsMwXOSVzSK7aB+2bnoZ+JhZRwVYveDmpGVI9Wei/IRfpThBvwyo1r162uk73Wb08gwGvX2L\n6lrW+6v31o/W9dw9ly3fTcZkWNnj8pH2DzzMmv4+gcuFKycHd14e3sohuPPz7V7FfDz5+bjz8nHl\n5XVfdufnYWT5u3sbu778ZCrD5cLw+/GV5OOLDvyrRCwcItrWbvWYt7dZvej27+1vayfa1kakrZVY\n7eZeWxJ1O1y/EAi7ofrpK6nes9UbdOY892yqI/THgGrd/F5qXaYrilhv4Uemjzv+9O5u7+/3ucnL\n9jKsLJe8bC95OV7y/HbPYlejKtfqdSzI8ZHl27mBmOm1bkeGYXT3ThfnZ/XrMaZpEgxF7cbwtoZw\ni91Abt3htrqm5n4NDZ+b62folgAN11xPw16u12ARcRt84elnBvw4Jzd4NwEje1wfibU3sFezT/iV\njM91iPLy/FRHkAzbZchnyNCvAV9LdRzRuwHVuqOfe1ZqnUM45zM+WDOUxjWHcLwB1bo5Uuv6dCjw\n3SS+3uCuM+mVYXsnpzrAoOHkBu9CYIJSajRQDZwFnJPSREIIEX9S64QQmUBqnRAiJZw18L4HrXUE\nuAL4L/A58JTM5CeESDdS64QQmUBqnRAiVQyZyloIIYQQQgghRDpybA+vEEIIIYQQQgixN6TBK4QQ\nQgghhBAiLUmDVwghhBBCCCFEWhp0DV6lVMozSwbnZBDO4IRtwQkZ4skJ6yMZnJNBOIMTtgUnZIgn\nJ6yPZHBOBuEMTtgW4pnByacl6qaUysM6l/y/gRogoJQytNZJm3FLMjgqg09rHUrW60mGPl/fCdtC\nyjPEkxPWRzI4KkPG1xknZHDItpDyDPHkhPWRDI7KkPF1xgkZHLItJCSD42dpVkrNAf4IfAY0ACGt\n9ZWSIWMzXAVcALwALNBa/zMFH8aMz+CQbSHlGeLJCesjGRyVIePrjBMyOGRbSHmGeHLC+kgGR2XI\n+DrjhAwO2RYSliHl3dX9MAx4Qmt9GvBj4FCl1Dcgqd3tksEBGZRSx2CdpP5CQAM/V0rN1lqbyXoP\nJEO3jN8eE8AJ6yMZHJDBCZ9xydAt47fHBHDC+kgGB2RwwmdcMnRL6+3RcYVSKVWllJrZ46ZJQDuA\n1roOuA640b4ekwxpn8Hb42oZ8G+t9Uda68eBh4E/JfL1JUP36zthW0h5hnhywvpIBkdlyPg644QM\nDtkWUp4hnpywPpLBURkyvs44IYNDtoWkZXBUg1cpdRPwNnCrUup2pVQR8CJwedd9tNYvAQuVUj+W\nDOmbQSnlVUr9Frjd3vMFEAGO6vH6dwFepdSF9mMMyZCQDBm/PcabE9ZHMjgjg0M+45KB1G8LTskQ\nT05YH8ngjAwO+YxLBlK/LaQig2MavEqpMmAiMB44E+uP/1Ot9dvAUqXUL3vc/QGgcoe9I5IhTTIo\na9jCPVh7vBYBP1BKXaa1fg6oUEp9rcfdfwScDhDP4xwkQ3eGjN8e480J6yMZnJHBIZ9xyUDqtwWn\nZIgnJ6yPZHBGBod8xiUDqd8WUpXBMQ1eIAwcBJRrrbcCTwMopb4OXAp8TSl1hH1fBWzSWoclQ1pm\nKAT2BS7TWj8M/AaYrpQ6Evg28EulVJZ932qsD4dbxfcYA8lgSfW24JQM8eSE9ZEMzsjghM+4ZLCk\neltwSoZ4csL6SAZnZHDCZ1wyWFK9LaQkQ8oavMrunrf/kIbWuhlrhbv2bnwKvAscDNQCPwfOVUq9\nYd9ngWQY/BnUDsM0lFIue+Nfh3XwPlhDHhYCZ2utXwP+B9ytlDoDa3x/ntY6uqfj+yXDzjkydXtM\nBCesj2RIfQYnfMYlw845MnV7TAQnrI9kSH0GJ3zGJcPOOTJ1e+yS9AavUuqbSqnpQD6A/Yfs6qp/\nE5iolJqmtY4Aq7Fm7MrTWj8A/B9wq9Z6X631y5Jh8GegxzZoF4OYvSfrBWCWUqpCa90CfAJElFJj\ngGuBf2LNaLdEa/3NvXh9yYAztgUnZIgnJ6yPZHBOBqTOOCKDE7YFJ2SIJyesj2RwTgakzjgigxO2\nBSdk6JK08/AqpaYAjwEb7R+/1voCe9kjwN1Y3fdzgXFa665pqN8ELtFaL5MMaZXhXOB7WBv8u1rr\np+zbTwJWAAHgO0C91vpWe9m7wP9prd+zr3v1XgxxkAyO2RZSniGenLA+ksFRGTK+zjghg0O2hZRn\niCcnrI9kcFSGjK8zTsjgkG0h5Rl2lMwe3gqsP/yJwDVAmVLqdnvZtVrrBVrrTcA8YIJS6j6l1PtA\njf0jGdIkg1JqH6xicDXwCvAtu0AAFAEG1gfhn8BXlFKnKKXGYxWJSNfz7GVBkgyWjN8eE8AJ6yMZ\nHJDBCZ9xydAt47fHBHDC+kgGB2RwwmdcMnTL+O2xNwnr4VXW9NITgY+01mGl1DeByVrr79jLxwAf\nAVO01puU3d1vLysHpgNDtXVQt2QY/Bl6PudRwKk9Xv944H6t9fBeHvcV4BTgEOBOrfUfJcOeZ3DI\ntpDyDPHkhPWRDI7KkPF1xgkZHLItpDxDPDlhfSSDozJkfJ1xQgaHbAspz7A7CWnwKqUuBW7COsi4\nAfihvWgh1so22ve7AyjRWs+1r18M/EdrvVEypFWGnwKVwKta62eUUrOwCsCMHvf5D/Cx1vr6Hrd1\nHfOQBYS7PhySYY8nUHDCtpDyDPHkhPWRDI7KkPF1xgkZHLItpDxDPDlhfSSDozJkfJ1xQgaHbAsp\nz9AfcR/SrJTKxppl63Ct9ZeB9cAPgFbgceC+Hnd/BHDbewYAOrGmqpYM6ZPhR1h7r/4DXKmUukZr\n/SFQrayTTnf5PnCEUqrQftyvgLMBtNade1mQMj6DQ7aFlGeIJyesj2RwVIaMrzNOyOCQbSHlGeLJ\nCesjGRyVIePrjBMyOGRbSHmG/op7g1dr3YG18hX2TY8AjcDlWLOP7aes6bYBxgFbtdZN9mMf0VrX\nSob0yKCU8gCHA9/XWv8d+DEwTFkn1r4cuFwpNcK++xasmeq6/FJr/fjevL5k2CbV24JTMsSTE9ZH\nMjgjgxM+45LBkuptwSkZ4skJ6yMZnJHBCZ9xyWBJ9bbglAz9FbcGr9r+xMgPACcDaK2XA+8Ao4FS\n4ErgGKXUy8CNwPtxzOBJRQZ7w++67IT3wQkZPNqaZnwJ1vTqYJ1v7B3gGGArcCfwa2Ud0P9DYDjW\ngftoa6p2ybCXGZRSLgdsCynfHuPJCesjtc5RGTK+zjghg9S6+HPC+kitc1SGjK8zTsggtW7P7HGD\nVyl1vlLqyK6uab39iZHfAoqUUsfa15djtf6LtdYvYr0BtwOztNaP7kWGC5RSX1ZKVdkZIinIcBXw\nhFJqXztDKt6H85RShyp7uESKMvh7XHbbxQCsoR7DlVJT7Ns+xdrbNQ34JfAX4AtADOvE23szO97+\nSqn8ruspyjBUKeW2L3uSnUEppXpe11rHUrAtpLw2xJMT1kdqXXcGqXVIrbNfU2pdnDlhfaTWdWeQ\nWofUOvs1pdbFwYAmrVJKGcBQrHHZMWAlkAd8V2tdr6wppz8A/gech9Xdf57WOqKU+jfwa631/L0N\nrZQ6DPgV0I61h2Uk8A2tdYtS6hZgURIy+ICfA/sD12tr3H7XsmRlGIs1fKAZa/az4VjDK5L5t/gi\ncBXWebbe1PYMa0qpgwA/8CHWFO3ZWuvr7GUvAE9pe0iH2vtznh0L/Ayr2FyjtW63bz8QyElyhjqs\nc6tdZt+elPdBWSf2fgEIAV/QWq/psSzh26NTakO8OGV9pNZ1v47UOqTW2Y+VWhdHTlkfqXXdryO1\nDql19mOl1sVRv3t47T+aCeQDm7TWc4BvYe3N6Doo+Vat9TNa62asN8gEnlRKvYj1Ji3fm7DK6kL3\nAscDd2itvwj8CeucTUH7brcnOIPXvujG2otzttb6w669cLZfJynDZOB1rfUJWusfYm2Qd9nLEva3\nUEoZyhpmdB3WXqzfA68CX1JKfdW+Wz5gaK1bsc43NlUpdbVSqhjwYhVzYM/ON2ZncCulvg08Cvxe\na315V1G0FSYyQ48sk7H+Ud+JddxClVLqGHtxot8Ht31xGnAL8B5wsrJm/utyW6K3x1TXhnhywvpI\nrdspg9Q6qXVS6+LMCesjtW6nDFLrpNZJrUuA3fbw2m/8rYAPeA7rxMkna60v6rG8GjhTa/266tHd\nb+8tOwiYpLW+r9cX6IceGfzAU8AHWutOe9k8rFnSbrRvX5ngDD7gH8DHwA1YhflCYDawBms68nfU\n9ueYineGLKxicAIwXmv9NXv5dVh7o+Zord9N0PvgwvqgR5V1bMJCrfVyZQ05+QmwQGv9tFLKsD8s\nXY+bjrXHcCbwgtb6x3HKcAGwL9YHr1YpdQLwLtC2Y6FJQAa0Na38+cDBWuvLlVIFWMczXAXUaa1D\nichgbws3AR7gX8AyrfVmpdTBWP+srtZaf9THYxPxmUhJbYgnJ6yP1LqdMkitk1ontS7OnLA+Uut2\nyiC1Tmqd1LoE2mWD1/7j3wMUYI1VPwt4HWvmrWO01p/Y97scOEtrfZR9/RSgWmu91wcn75DhRWAu\nVhf/fcAZwIHAK8BRwD5a6+OTkOFrwEtYJ4yeD+QCNwOXYJ1w+qAEZ/gvcBrWgeE3YE157gMmAVFg\nrNb6pARkuAhrPR/UWt+glMrB2gPr1taJpp8AXtJaP7DD4wq0NSzJZ9+3I44ZKoArgBnAeEBjTXW+\nQmv9oyRlmATcgTX854vAWmADYGqtz4t3BqXUkVh7fN/FGlJzKdaQp9ft5Xdg7RW+SWu9teufVAK3\nx5TUhnhywvpIres1g9Q6qXVS6+LICesjta7XDFLrpNZJrUug3Q1pzgemA9/UWj8C3IvVZb0Z+A10\nt/afB+qVUqPtx5nAXs+E1kuGR+3XnQR8RWv9mNb6u9qaEvwmwKuUmpqEDPdg7ZVsxyqOWmu9VWt9\nG5CnlPpKgjM8DNxv3/5XoAM4Guu4j3uAdWrbQf5xyaCUysOahe1W4Hil1HitdUBbB8+H7Q97FtaJ\np3s+7krg2wBa69BeFqQdM0zUWtdhzY63DjhHa/1VrG3hJKXUNPtx305gBqW1XgacirUn+Cat9RHA\nN7CGAh1iP+6KeGXA+pv+RltDfe7HGu7ypR7Lf4N1DNJk+3rXsCwXidkeU1Ub4skJ6yO1bucMUuuk\n1kmtiy8nrI/Uup0zSK2TWie1LoF22eDV1rjstVhDO8Bq6ddh7Q3bVyl1KdYehxFARGu91n7c37TW\nS+MRsJcMb2Ht/ZijlBrS464Ka0/M0iRkeMN+rSVYJ1fOVUoNV9aMdkuBz5OQ4XWgFqsovqi1Ps3e\nuzID6NTWsQVxy6C1bgOu1FrfibUn8hcAyjqoHaAYyNFaf2q/F6fbt9+vtb5lb19/Vxmw9sreoLX+\n2L6+DGuyh65sDyQww8/sRWHgRKyD+tFaB4EngRJ7+bx4ZcD65/OM2nacx7tYxx6hrOElG4E/A9cp\npf6FdQwKWuvnErw9JrU2xJMT1kdqXZ8ZpNZJrZNaFydOWB+pdX1mkFontU5qXYL0Z9KqvwLTlVJD\ntXXuqOVY55j6CdaegH8AT2DNFpYoPTO0YZ3AuRNrOvAxSqkfAn8EPtRaR5OQoQVriEUT1p43L9bQ\nh/eB5VrrlUnK8CnW+zBaKVWqlLoR6wD3dxPx4lrr9fbFO4EJSqkv6m3Hc4zBmpb8KqxjD4bYj9mb\nPV67yzDOzhDD2ivb5VqsGR43JiHDeKXUCdo6huFfwB1KqUlKqRuwZqzr+icZtwxa6w6tdbDHtv5F\ntq1r13T5U7AmAVmstb4gXq+9AyfUhnhywvpIres9g9Q6qXUgtS5enLA+Uut6zyC1TmodSK2Lu/40\neN8CGoALALTW7wEnYRWhb2F1cx+ttb49USF7yfAh1jEeJtY5riYAJ2mtf5fEDO9jbXir7HW/Ffii\ntmbVS1aGrvfBBYzDOtB9jtb62QRmQGu9GWvoTc91PQhruEXXsKTfJzODtiY6OFEp9QZWUThfa70l\nSRl+YF+/GWvGvuuxZtc7UWu9OlGvr6wZFd1AJfBv+7Z9lFKzsP5RTNBa35Co18cZtSGenLA+Uut6\nzyC1Tmqd1Lr4ccL6SK3rPYPUOql1UusSoF/n4bXHq98K/A6r230e1lCD9xIbb5cZHgS+A3ymt538\nONkZ7gd+pLVOyJ63fmZ4APie1jppe1vUtoPln8Ma298IbAKWaq3fSEGGGqANa4bF5cl6L3bIUIs1\n0cMTwKfaGvqSjAx+rGEuz2MdX7IZa6KDhP5T6PH6Ka8N8eSE9ZFa12cGqXVS66TWxYkT1kdqXZ8Z\npNZJrZNaF2f9avACKGta8DOAg7HOjZXQPT2SwfEZcrCOddgHuFFrfdduHpIJGX6htb47ya9/MNbk\nDu9gzS44L5mvb2dI+fYYT05YH8ngqAxOqzNOyCC1TmqdZEi/DE6rM07IILUuDWodDKDBC6CsGdui\nOnHHU0iGQZJBKfU9oAq4VtvnzpMMyc+glBoBnA/8Wu9wbrgk50j5ZyKenLA+ksEZGVL9GZcM3a8v\ntS4BnLA+ksEZGVL9GZcM3a8vtS4BBtTgFaKL6nECdsmQ2gxCiMRxwmdcMgghEs0Jn3HJIBJFGrxC\nCCGEEEIIIdJSf2ZpFkIIIYQQQgghBh1p8AohhBBCCCGESEvS4BVCCCGEEEIIkZakwSuEEEIIIYQQ\nIi1Jg1cIIYQQQgghRFqSBq8QQgghhBBCiLQkDV4hhBBCCCGEEGlJGrxCCCGEEEIIIdKSNHiFEEII\nIYQQQqQlafAKIYQQQgghhEhL0uAVQgghhBBCCJGWpMErhBBCCCGEECItSYNXCCGEEEIIIURakgav\nEEIIIYQQQoi0JA1eIYQQQgghhBBpSRq8QgghhBBCCCHSkjR4hRBCCCGEEEKkJWnwCiGEEEIIIYRI\nS9LgFUIIIYQQQgiRlqTBK4QQQgghhBAiLUmDVwghhBBCCCFEWpIGrxBCCCGEEEKItCQNXiGEEEII\nIYQQacmT6gC7opRaC7QAUSCstT4wpYGEEGIvKKWKgPuBKYAJXAisAJ4CRgFrgTO11k2pyiiEELuj\nlBoJPAxUYNWy+7TWdyulfgZcDNTbd71Ba/2i/ZgfABdhfaf7jtb6f0kPLoTISE7v4TWBo7TWM6Sx\nK4RIA3cB/9Za7wPsCywDrgde0lpPBF6xrwshhJOFgf/TWk8BDgK+rZTaB+t722/t720zejR2JwNn\nAZOBLwF/UEo5/TuoECJNDIZiY6Q6gBBC7C2lVCFwuNb6AQCtdURr3Qx8BXjIvttDwFdTFFEIIfpF\na71Za/2xfbkNWAoMtxf39r3tZOAJrXVYa70WWAlIR4YQIikcPaQZa0/hy0qpKHCv1vrPqQ4khBB7\naAxQr5R6ENgP+BC4CqjUWtfa96kFKlOUTwghBkwpNRqYAbwHHApcqZQ6H1gIfM8+RGOYvbzLRrY1\nkIUQIqGc3sN7qNZ6BnA81nCZw1MdSAgh9pAHmAn8QWs9E2hnh+HLWmsTa0efEEI4nlIqD3gW+K7d\n0/tHrJ1704Ea4De7eLjUOiFEUji6h1drXWP/rldKPY81/OXN3u5rmqZpGDL6WQixHScVhY3ARq31\nAvv6s8APgM1KqSFa681KqaFA3a6eRGqdEKIXSS8KSikv8BzwqNb6bwBa67oey+8H/mFf3QSM7PHw\nEfZtfZJaJ4Tow4ALg2MbvEqpHMCttW5VSuUCXwB+3tf9DcOgvr41afkSrbw8P63WB9JvndJtfWBw\nrVPMNDFNE7er74Eq5eX5SUy0a3aDdoNSaqLWejlwLLDE/pkL3Gr//tuunkdqnfM5bZ1iMZNgKEow\nFKEjFCXYGaEjFCHYGaWjM0IwFKUjFKEzFCUUiRHu+onGiERiGC6D9o7wDrdHCUdi3fePxqSzbiAM\nwO02cLtcuF2Gfdm+vsNlj9vgtCPGMWlUcZ/Pl+xap5QygHnA51rrO3vcPrSrswI4BfjUvvx34HGl\n1G+xhjJPAD7Y1WtIrXM+WSfnS7f1gT2rd45t8GIdx/a8UgqsnI/JFPZCCIBPVjVw5zOfMKmqiGvP\nnZnqOANxJfCYUsoHrMI6LZEbeFop9Q3s0xKlLp5IBtM06eiM0tzeSXNbiJZAiLaOMG2BMK0dYVp3\nuh4mEo2lOraIIxOIRE0i0Wi/7n/bEx/xwPVzEhtqYA4FzgM+UUp9ZN92A3COUmo61iquAS4D0Fp/\nrpR6GvgciADfsg/hEEKIhHNsg1drvQbrGBAhhOj2j3fW8vwbqwHoDA+u/2sqVwAAIABJREFURoDW\nejFwQC+Ljk12FrFnYjGTLS1B6po6qNvaQX1zB43NQRpbgjS1drKltRNzkH6N97hdeD0ufB7rt9fj\nwut2kZ3txTBNPPb17mUe93bXfR6XdZ8e9/O4XbhcBi7DwOXC+m0Y3bcZO91Gj2X2dcPA6GV513Na\n/aUmMfsIeBMT08T+O5iYYF/fdrm0JJeGxrbu29nxPti3m9sudy2PmdZ2EInFiEZNojGT6HaXTaLR\n2HaXIzHTXm7f3uNxkWjvj+m6HInGOOmQ0SnYIvqmtX6L3ueBeXEXj/kl8MuEhRJCiD44tsErhBA7\n+s1TH7NkzRYAxo8o5IbzZqU4kRjMwpEYNY3tbKxvY2N9O9UN7WxuDFDX1JGyTLl+D3nZXvJzfORl\ne8nL8ZKf4yU/22ffbt+W7SUv20d2lptEH+eYjkPiigv8RDrDqY4hhBAiCaTBK4RwvJhpcvGtr3Zf\n//LBozjtyHEpTCScyjRNGpuDrKpuYU1NC2s3t7KutpXOUP+Gjg6U22VQVuinpMBPSX4WxQVZjBxa\niBcozs+iOD+LvBwvLpl8RwghhEgJafAKIRwtEIxwxZ1vdF//9ilTmaUqiIVCYJq4srJSmE4kW0t7\niGXrt6I3NLF8QxOb6tvj8rxul8HQ0lyGleUwpCSHiuJsKoqt3/nZ3gH1oqZjj6gQQggxWEmDVwjh\nWDWN7fzwz+93X7/x4tkML8tl6/yXqX/8UbKqRjHqJ31O3i4GoZhpsqG2jcWrGvh8zRaWb2ze4+fy\nelyMHpLPqMp8RlbmMaI8j2GluWT53HFMLIQQQggnkwavEMKRPl7RwN3PfdJ9/fdXHU6O30v1H35H\n26IPAfCUlqYqnthL4UiUT1dv4fOXV/D2J9UDHnLs97mZOLKI8cMLGTusgNFDCsjxy780IYQQQmxP\nvh0IIRznb2+u5u9vr+2+fv+1R2NgsvySC7umXqVozrFUnHteihKKgWho6uCtT2t469MatrR09vtx\n44YVMHl0CZNHFzN2WCFeT9/nXBZCCCGE6I00eBPo8ssv4o9/fCDVMYQYVG57fBHL1jcBdJ9nN9rW\nxsqrrui+z9DLvkX+AQemKqLYhfZgmNc+2sT/FmygNbD7WXAL83xMH1/GrInlTBpVjMctjVohhBBC\nxI80eBNIGrtC9F8sZnLxbdtmYj75sDGcfNgYguvWsv7Gn3XfPuoXN5M1bHgKEore1G0N8M931vHW\npzW7ve+MCWUctu9Qpo0t7W7YygRPQgghhEikjGnwPj1/JQuW1cX1OQ+YVMGZc8b3ufy44w7npZfe\n7HVZQ0MDP/3pDwgE2olGo1xzzQ/Yd9/pvPfeO9x33x9wuSA3t4C77vpDXDML4USBYJgr7tz2Wbny\ntGnMmFBO81tvUvuXed23j//9H3H5s1MRUdiCoQj/eX/9dkPOezNLlXPsrBFMHFmU8PPECiEyTyq+\n19XUVPO9713JpEmTWb58GaNHj+XHP/45WVn+ne57+ukncdxxX+K9997G5XJzyy03c8stt1JdvYlz\nzvk6X/3qaSxatJB58+4lNzeXjRs3MHPm/nzve9dLzRQizjKmwZsafResl1/+D7NnH8z5519ELBYj\nGAyydetWbrvtZv7wh/uZNm0iq1dXJzGrEKmxqaGdH9+/bSbmmy+ZzdDSXGrm3Ufru+8A4MrLY9wd\nv5MvASlS19TBQy8uY+m6rb0uN4CTDh3NMbNGkJ/jS244IYRIog0b1nPDDT9l6tR9ueWWX/DXvz7L\nOefsPJ+EYRhUVg7hwQcf53e/+y3XX38999wzj87OTs4//yy++tXTAFi69HMee+wZKiuH8L3vXcnr\nr8/nqKOOSfZqCZHWMqbBe+ac8bvca5ds++wzhVtu+QWRSITDDz+KCRMmsmjRQmbMmMmQIUMByM/P\nT3FKIRLrQ13PPc9/2n3991cdQXaWm5VXfJNYMAhAwaGHM+TCb6QqYsZqaO7gz//4nBV9nBZozszh\n/8/efcdHUW0BHP9teqVJCD1AgEsv0nuxPVT0WbA9CyLFgghIExQEBQGpAiKioCgKir2L0kF6F7j0\nHkKHFFJ33h8bJgmkZze72Zzv58OHPXd2Zs9QNnOmnEvXNlUpHigFrhCi4DnruK5MmVDq1WsAwF13\n3c3XXy/KsOAFaNu2AwDVqlUHkvH398ff3x9vb29iYqIBqFOnLuXKlQfg9tvvYufO7VLwCmFnRabg\ndTUNGzZm1qy5rFu3hnHj3uTRR/9HcHCx6w1ohXB73646xM/rjpnxR0M7YcTFcaBXT3OsbI9eFGvd\nxhnpFUlWq8G3qw7z6/pjNy3z8/Gk1711aFSjtFxpF0IUWWm//wzDyPL70MfHGwAPDw+8vb3NcQ8P\nD5KTb56KLbvtCSHyRgpeJzlz5gwhISF07fpfEhISOHBA89RTPZg8eTwREacJCVFcvXqFYsWKOztV\nIezunc+3mFcO61YtxauPNiL+1EmOjXrdfE/YqDH4VqrsrBSLlMvR8YxfuJWzl66lG/f19uTlh+pT\np0opJ2UmhBCuJTLyDLt376JevfosXfo7DRs2ynYdI4urGXv3/ktExGlCQ8uybNlf3H//g/ZMVwiB\nFLwOldVZum3bNvPll5/h5eVFQEAgr78+mhIlSjBkyAhGjBiMh4eFYsVKMGXKzALMWAjHurET8wPt\nq9G1dRWubviHM3PnmOPh02fhGRjojBSLlIgLMYyYu+Gm8Uc6Veeu5pXkSoMQQtygcuUwvvvuK8aP\nH0OVKtX4738fzuSdqd+fFovlhu/T1Ne1a9dl6tSJKU2rmtG+fUeH5C1EUSYFrwP9+efKTJd16XIv\nXbrce9N4y5atadmytUzVIdxO9LVE+k1P7cTcv1sDGoSXJvKzT7iycgUAFm9vqs+ag8VD5mJ1pMvR\n8QycuTbdmKeHhdE9mlO+tJxoEEKIzHh6evLGG29l+76vv/7BfN2ly73pjuvSLgsICGTixKn2T1QI\nYZKCVwjhcCfPRjNy3kYzfqd3S8qU9OfQq/1JvnIZgOBmzSnX50VnpVgkWA2DyYu2p+u2HFLCjzee\naUaQv3cWawohhICs797Ly7bkRhohHE8KXgc7dOggb789Mt2Yj48vc+bMd1JGQhSszfvO8v73u814\n1oD2+BpJHOj1rDlW5qlnKNGhkzPSKzL2HL3IpEXbzdhigal921JMuiwLIUSOlCtXnk8/XZRubPjw\nwUREnEo39uKL/WjWrGW222vcuAmNGzexa45CiJtJwetg4eHVmT//C2enIYRTfL38IL9tOA7Ybpmd\nM7gjSZFnOPj6a+Z7Ko8YiV/Vas5KsUiYvHg7/x65aMbD/ncrNSuVcGJGQgjhHsaNe9fZKQghsiEF\nrxDCId76dDNHIq4C0CD8Fvp3a0jUlk1EzJ5lvid86gw8Zb5ph4lPSOaFKam9BOpVLcWARxpKMyoh\nhBBCFBlS8Aoh7CrZaqXXxBVm/HDHcO5uGcbZRV9w+a8/zfEaH86T5lQOdGNjqlcfbUTdqjK9kBBC\nCCGKFil4hRB2c2Mn5oGPNKRu1VIcGTGUxMhIAAIbNKRCvwH5/izDMDAw8LBI0XyjC1fiGDx7nRlP\n69eWYgHyrK4QQgghih4peIUQdnE8Moo3528y4/F9WlI60Ctdc6qQx/5HydvvyPdnbTyzlU/3LKJ2\nqZr0bdQz39tzJ7FxiemK3TmDOuDt5enEjIQQQgghnEcujTjQCy/0cHYKQhSIDXsi0xW77w9sT4mk\naA6+2NscqzR0RL6LXcMwmLR5Jp/usXXJTLIm5Wt77sYwDPpOS73C/uHgjlLsCiGEEKJIkyu8DjR7\n9jxnpyCEw3351wGWbj4BgI+XB7Nf7UDMrh2cfm+a+Z5qk6fhVTx/XYGvJkTx2pq3zLhN+RY8Ueuh\nfG3T3Qyb84/5emb/9nh5yjlNIYQQQhRtRabg/fbgz2w7u8uu22xcpj4PVr830+V33NGOpUtXZ7hs\n69bNzJv3IcHBwRw6dJBOnW6natVqfPPNYhISEpgz5wP8/Eowduyb+Pj4oPU+YmKiefnlgbRu3dau\n+yFEXo38eAMnz8UA0KRmCC89WJ/z3y7h4q8/m++pMedjLJ75u8q4JXI78/5Nnd5rwK0vUL1E1Xxt\n091s3BvJuctxAIzq3owAvyLz9S6EEEIIkSk5InKorKf+OHjwAF98sYTg4GJ063YfXbv+l7lzF/D1\n14v47LPP6NXrZQAiI8/w0UcLOHnyBP36Pc/ixd/j7e1dEDsgRIaSkq30fneFGT/WuTp3Nq/MsTGj\niD9+DAD/WrWpNGhovj9r2tYPOHD5sBlP6fA2vp7SgCmtZKuVD374F4D2DcsRVlamehJCCCGEgCJU\n8D5Y/d4sr8Y6Q+3adShV6hYAKlasRIsWrQCoVi2cn37aDoDFYqFz5zvM95QvX4GjR49Qo0ZN5yQt\nirwrMQkMmLHGjAc/1ghVIZj9PbubY6Uf6kapLvfk63OiEqIZtmaMGbcs15Snaj+Sr226q0lfbjdf\nd+9S24mZCCGEEEK4liJT8Loib+/Uq1QWi8WMLRYLycnJma7nIXOXCic5fPoqby/YbMYTX2hF8aRY\nDr7QyxyrOGgoAbXyV3RtO7uLj3Z/ZsavNO5NzZLV87VNdxUTl4g+cRmA4U81cXI2QgghhBC5k5Rs\nZeyCLVQODaJ7l1pYLFnfJZtbUvC6OMMwWL78L7p0uZfTp09x+vQpKlcOc3ZaoghateM0n/y2z4w/\neLUDifv3cmTqJHOs6sQpeJcqla/PmbFtLvsuHTDjye3H4Ofll69tugql1FHgKpAMJGqtmyulSgGL\ngTDgKPCI1vpyTrf5zudbzdfVKxS3Y7ZCCCGEEI61+/AFpny1A4BjkVE8dZfCy1MK3kIjq7MTFouF\nzBanXc9isRAaWpZevZ4hJiaawYNfk+d3RYGb/+teVu+MAKBEkA+TX2rDxV9+4sL335rvqfHBR1i8\n8v6VEp0Yw9DVo824aWgjnq37RN6Tdk0G0FFrfTHN2DBgqdZ6olJqaEo8LCcbS7ZaOX3e1jRsTI/m\n9s5VCCGEEMIhrFaDNz7eQMSFWHPsrZ4tHDLDhBS8DvTnnyszXda4cRMaN069/XDGjDnplt15Z0fO\nnYsCoFmzFgwa9JrjEhUiE4ZhMHj2Oi5ejQegTb2yPHdvHU5MGMe1A/sB8KtajcojRubrc3ae+5c5\nuz41476NelK7lNs+p37jqa77gA4prz8FVpDDgveLv1KvhFcsE2SH1IQQQgghHEsfv8SEL7aZceMa\npen7YH2738p8nRS8QogMJSYl02dS6kmbp/+j6FAvNF1zqlJd76f0/Q/k63Nm75jP7gt7zXhS+zH4\nu8ktzBkwgL+UUsnAHK31XCBUax2ZsjwSCM3pxpZvPQXA03cpe+cphBBCCGFXVsNg3GdbOHz6qjn2\n5rPNqBzq2NklpOB1sEOHDvL22+mvfvn4+DJnzvwcrT98+ChHpCVEli5ejWPQ++vMePhTTagSaHDg\n+Z7mWIX+Awms1yDPnxGbGMvg1W+aceOQ+vSs/1Set1dItNFaRyilQoClSql9aRdqrQ2llJHdRkJC\ngrkcFW/GD9+hHHZWtCCEhLjfNEp53SfDMDAMA6thJdmwYjWs5jIL4GHxwMPDEw+LBQuWAvt7l78j\nIYQQ+XFj49PaYSUZ9FijAvk5JgWvg4WHV2f+/C+cnYYQOXbjbSZT+rbB5/RRDo96xxyrOv5dvEuH\n5Pkzdp/fy+ydqSd9XmzYg7q31Mrz9goLrXVEyu/nlFLfAc2BSKVUWa31GaVUOeBsdts5dy6KOT/+\na8bnz0c7KmWHCwkJNh/fcAarYeVK/FUux1+x/Z5wlaiEaKISoolOjCE6IZqoxGiiE2KITbrmtDxd\nkQUL/l5++Hv5p/zuh5+XHwFe/vilxKm//DN47Y+3h3MOQ5z9787epHgXQrgqwzCYvHg7e45eMsdG\nPNWE8AJstCkFrxDC9NPqw3z4/S4z/nBwR67+9Qcnv15sjlWf/SEeaabUyq25uxaw/dxuM3633WgC\nvP3zvL3CQikVAHhqraOUUoHAncBo4EfgGWBCyu/f52R7G/bY7oLu3sX9TxTkhGEYxCTGEhFzhtMx\nkZyOOcPp6DOciYmUQtVBDAxik6455c/X38ufIO8AgrwDCfQOtP3uY4vTjgV5BxDoE0iAlz8eFpnS\nTwghCtKJs9GMmrfRjKuUDeb1Z5riUcB3pbl0wauU8gQ2Aye11l2dnY8Q7mz297vZtM92cbHcLQGM\n7dWSk1MnEfuvrTj1KVeeKm+Ny/P2ryVdY9Cq1Fv065euzfMNns1f0oVLKPCdUgps370LtdZ/KqU2\nA18ppZ4jZVqi7DZkGKl3PbdtUM4hyboSwzCIjD3LoctHOXzlGIevHuVs7HmHfmawdxBBPoEEewcR\n7GN7bSugbK8DUq5S+nn54efpi6+nDz6ePnhYPArt1UOrYSUhOZFEayIJyQkkWBNJTE4koJgXZy9c\nISFlPD45gbikOOKS47mWFEdcUhyxSde4lnTNjK+l/DLI9g79PLmW8nnnrl1wyPYDvPwp5hNs++Ub\nnPr6hrFA74AiWUgrpSoBC4Ay2HoTfKi1fi+radaUUq8BPbBNy9ZPa/2nM3IXQhSMWd/tYos+Z8aD\nH29M7bCSTsnFpQte4BVgDyD36gjhIIZh0HfaKq7FJwNw260VeeK28HTNqUre1YWQbo/m+TP2XtjP\nzB0fmfHzDbpTv3SdPG+vMNJaHwEaZTB+Ebg9N9vacTD1IL+gz5I6imEYnIyOYOe53ey+sI/jUSfz\ntb1A7wDKB5albGAoZQJKU8a/NCEBpSnlWwJvT5naLSMeFg/8vHzxwzfdeEhIMKUp+AI+yZpETGIs\n0YkxxCTGEJ0YS3TC9dcxKeOxRCdE25YlxpBoTbTLZ1+/cn0mNtsnDHLM28ObYj7BFPctRgnfYpTw\nLZ7yunjKr2IU9ylWWP59JgIDtNbblVJBwBal1FLgWTKYZk0pVQd4FKgDVMDWvK+m1tqa2QcIIQqn\niAsxjJi7wYxDSwUwtmcLPDycd7zisgWvUqoicDcwFhjo5HSEcEvxCcm8MCW1E/PAJ26lVgkPDvR5\nzhwr/1I/ghrfmufPmLd7IVvO7jDjie3eJNA7IM/bE/DTuqMAVAwpnFMRXYm/ysYzW9l4ZiunY87k\nat1gnyCqFa9CteJhVCseRsWg8vh45v0We+G6vDy8KO5bjOK+xey+7etX4ZOtyUQlRnM1PoqrCTf8\numEsPjkhX5+ZaE3kQtxFLsRdzP7NN2hTvjlP1Ho4X59vT1rrM8CZlNfRSqm92ArZzKZZux/4Umud\nCBxVSh3E1sNgfQGnLoRwoE9+28eqHafNuH+3BjQIL+3EjGxctuAFpgKDAfv/pCsgL7zQg9mz5zk7\nDSEydPZSLMPmpB5rjOreDOUTzc6BqXM+Vxk7Hp/QsnnaflxSHK+uSu1QXrtUTfo26pnFGiKnjkTY\n2vnf0ayikzPJXmJyIpsit/H3idWciYnMfgWgRolq1Ctdm7q31KJsQJlC3YFauDZPD0/zCqu9WA0r\nsUnXMi2ibc3RrnA5/ioJOSyi/72g7ZafvSmlqgCNgQ1kPs1aedIXtyexFchCCDdwKSqeV2etNePg\nAG8mv9QGL0/XeOTDJQtepdS9wFmt9TalVMecrudqXQqXLPk6X+u72v7Yg7vtU2Hdn637zjJqbuqx\nx+ej/0PsquXsnDPXHGu5eCGefnmbD3d35D7GrJpuxq+26U2Lio3znrDIUFNVxtkp3CTJmsSa0xv4\n6dDvxCXHZ/leVbI6t9VoTTW/6u4897IoYjwsHmbzrPLk7YRhWsnWZJc96ZNyO/M3wCspDfnMZTmY\nZi1HU7C5E3fbH5B9KgwcvT+LlmoW/p46y+KQJ5vSrrFrnc9yyYIXaA3cp5S6G/ADiimlFmitn85q\npayahJz7ehFRmzfZNcngps0I6fZYpsvvuKMdS5euznDZypXL+fbbr5k+/X3Onz/Pyy/35v33P6Jk\nyVKA+02ZAO63T4V1f3755yjfrDxsxnOHdOTo5MlEb90CgFepW6g6YRIXoxIhKvfPwy3Ys5gNZ7aY\n8fi2Iwn2CXLKn5W7/dACsFpTjxH9fV3jKzwy9hxf7/+BvRf3Z/qe8OJVua1yO+rdUhtPD09zvLD+\nPxKioKT9/+JKlFLe2Irdz7TW17vLZzbN2imgUprVK6aMZcmdvhvc8btO9sn1OXJ/YuOS6DttVbqx\n2QM74Ovj6dA/w7wc27nG0dINtNbDgeEASqkOwKDsil3XlPkZ2Q4dOrFq1TK++WYxGzasp2fP581i\nVwhHmfrVDnYdtjU8qla+GCOevJUDvXuYy8ve/R+KPZj5SZysxCcnMHDl62Zco0Q1+t/6fP4SFjf5\n94hjutLmVmTsOebtXsjJ6NMZLm8cUp8uVW+nQpD7d5EWoqhRSlmAj4E9WutpaRZlNs3aj8AXSqkp\n2G5lrgFsRAhRKK3ecZr5v6Ve1X2sc3XubF7ZiRllzSUL3gzke16DkG6PZXk11hn69x/CU089Qr16\nDbjttjudnY5wY1bDoOeE5WZ8T6sw/tskNF2xW673C1S75/Y8nZU7cOkQ07bNMeMedZ+gSehNDYmF\nHaxLaQbh5VnwtzgmJify1f4fWBdx83Gqv5cfj6kHaVKmocvefimEsJs2wJPATqXUtpSx14DxZDDN\nmtZ6j1LqK2wzbyQBL2qtHTNnlRDCYRKTkuk7bTWJSakN1qf1a0uxANduHunyBa/WeiWwMts3FkJn\nz0bi4eHBpUsXMQxDDhKFQ9x4y8lLD9Sjrl8sh/r3NcfCxozFt3zenrdYuHdJugLonbZvUMzH/W4l\ndhV7jto6vKrKBTeXXURMJOM3TSfJmpRuPNg7iF71nya8RJUCy0UI4Xxa6zVAZt1oMpxmTWs9Dsj7\nZO5CCKfacfA805fsNOO7mlfi0c41nJhRzrl8weuukpKSGD9+DKNHj+PXX39m0aKFPP74k85OS7iZ\n0+djeP2j1LnQ3urZgqB9Wzj+SWr38PAZs/H098/1thOSExiQ5hbmqsXCeLXJi3LixsEOn7oCQNVy\njj+pcPjKUSZvef+m8SdrdaNluabydy2EEEK4OathMPLjjZw+H2OOjX++FWVK5P7Y0Vmk4HWgrA4G\nP//8Exo2vJX69RsSHl6DXr2epk2btlSuXKXgEhRubev+c8z8dpcZz+zfjiufzyNy/T8AeAQFET51\nRp6KlkOXjzJla2oh9Eydx2heNu9z9YrcCwt13Ixtp6IjGLdxarqxMv6leeXWPnadvkUIIYQQruvQ\n6SuMXZDaiLSJCuGlB+o7MaO8kYLXgf78M/M7sbt3T52PNCAggIULlxRESqKI+HbVIX5ed8yM5w7p\nyOGXX8SIjwOgWJt2lH32uTxte5H+jtWn/jHjcW1ep7hvoZ0uu9CqUtb+V3jjkxMY9c94ohKizbGa\nJcJ5oWEPfDy97f55QgghhHA9hmEwfclOdh5KbZQ5qnszwhxw7FEQpOAVws2M+2wLB1Nue61XtRSv\ndK3JoTTNqUKf7UnxNm1zvd2E5EQGrBxhxpWCKzC0aT+5rdVJShXztev2Vpxcy9f7fzDjsgFlGNqs\nHz6ert2IQgghhBD2c+ZiLMM/XG/GVcoG8/ozTfEoxMd7UvA62KFDB3n77ZHpxnx8fJkzZ76TMhLu\nKtlqpdfEFWb8UIdq3F7Zi0P9XjTHwkaNwbdS7tvGH7lynElbZprxk7W60ap8s3zlK/LHXicabjyR\nAfBmy6GEBNxil+0LIYQQonD4/E/Nsq2pU2QPfLQh9aoW/uMBKXgdLDy8OvPnf+HsNISbi76WSL/p\nq814wCMNCTu3n2OjUqcKCp8+C8/AwFxv+5sDP7HsROq23249nJJ+JfKXsHAJx66eYOLmGWZ8d9U7\nuKfqHU7MSAghhBAF7Up0PANmrjXjQD8vpr7cFi/PzJqxFy5S8ApRyB2PjOLN+ZvM+J0+LeHnrziz\ncgUAFi8vqr//IRaP3H1pJVmTeGXFcDMuGxjK680Hyi3MbmLlyXV8tf97M5YTGUIIIUTR8+v6YyxZ\ncciMe91bh1b1yjoxI/uTgleIQmz9v2f48Kc9ZjxrQDtODx9E8hXbM7xBTZtT/vkXM1s9UyeiTjF+\n03Qzfkw9SLsKLfOfsHAJi/V3rEppPFbKryRjWg2TExlCCCFEERKfkMwLU9I32J01oD3+vu5XHrrf\nHglRRHzx137+2nwSAD8fT2a80JxDL/Uyl5d5qjslOnTM9XZ/OvwHvx/924zHtBrGLf6l8p2vcA3z\n//2CzZHbAWhTvgVP1HrIyRkJIYQQoiBt0eeY9V3q1JXdOobTpWWYEzNyLCl4hSiEXv9ogzkBeNNa\nZejZ8hYOvfyCubzyiJH4Va2Wq20mW5N5/Ou+JFuTASjpW4IxrYfhYXGP5zeEbUqp68Xu/dW6cGeV\nTk7OSAghhBAFxWoYvPHRBiIuxJpjk19qQ8lg+8784Gqk4HWgF17owezZ85ydhnAjSclWer+7wowf\nv60GLT3OcPT118yx8Kkz8AzO3TxpETGRvL1hshk/VKMrnSu1y3e+wnWsOLnWnD/5/vAu3Bkmxa4Q\nQghRVBw7E8XoT1J7vrSsG0rvrnWdmFHBkYLXgaTYFfZ0Ywe9IY83ptQ/vxHx15/mWI0P5+W6OdUf\nR5fx4+HfzXhky8GEBoTkP2HhMo5ePW7OsduuQispdoUQQogi5KOf97Bu9xkzHtm9KVXKFnNiRgWr\nyBS865Yd4vC+s3bdZrVaZWjdOTzT5Xfc0Y6lS1dnuGzlyuV8++3XTJ/+PufPn+fll3sza9Zcli79\nncOHDzFlyrscOnSQ0aNHMHfuAnx93ftWA5G1Q6euMPazLWY88flWRE0YyeVz5wAIbNCQCv0G5Gqb\nVsPKsNVjiEmy3dYS6BXAxw+8y4ULMfZLXDhdYnIi7262zaFcyq+OJIRhAAAgAElEQVQkj6kHnJyR\nEEIIIQrCxatx9Bi/zIzLlgrg7V4t8ChijSqLTMHrHJn/Y+rQoROrVi3jm28Ws2HDenr2fJ5SpW7h\nkUee4OWX+7B06VJmznyfIUNGSLFbxK3cfopPf9dm/P7LLTn+SurzuiGP/Y+St+du7tSzsecYvf5d\nM+5a7T/8p0pnPHJ5dVi4vv4rR5ivx7Qa5sRMhBBCCFFQft9wnK+WHzTjF/9bj6a1yjgxI+cpMgVv\n687hWV6NdYb+/Yfw1FOPUK9eA2677U4ALBYLw4ePonv3x7n//oeoV6+Bk7MUzjTvl72s2RUBQKli\nvox9oBrHXkmdZqjSsBH4V6+Rq20uP7GGJQd+NOMRzQdSPsi95ltzdzk9Mbv29Abz9VutX5Oph4QQ\nQgg3l5CYzPOT00839P7A9vj5FJmy7yZFd89dwNmzkXh4eHDp0kUMwzAPRk+cOE5gYCDnztn3FmxR\neBiGwaD313EpKh6Atg3K0S00mmNvpDanqjblPbyK5fz5C6thZeS68VyKvwyAp8WTqR3extPD077J\nC4fLya1ISdYkvtj3DQB3VO5IKb+Sjk5LCCGEEE60/eB53luy04yf7FKLzg3LOzEj1yD3LzpJUlIS\n48ePYfTocVSuXIVFixYCEB0dzfTpk1i4cCFXr15hxYq/s9mScDcJick8N2G5Wex271KLe69uJWL2\nLPM9NT6cl6ti98K1i7y8fJhZ7N4V1pn3Or0jxW4hlZMrtZO2pP57+W/1ux2ZjhBCCCGcyDAM3py/\nMV2xO+nF1jx6u3JiVq5DrvA6UFYHpZ9//gkNG95K/foNCQ+vQa9eT9O6dVu++GIBDz30CGFhYQwb\n9gb9+j1Po0ZNKFGiRAFmLpzlwpU4Bs9eZ8bDn7wVjxlvcfnCBSBvzanWnFrPl/pbMx7W7BUqBVew\nT8LCKTyyqXejEqI5EXUKsP19CyGEEMI9nTwbzch5G824qQrhxQfqOzEj1yMFrwP9+efKTJd1797T\nfB0QEMDChUsAeO21keZ4mTKhLFr0neMSFC5l37FLTPxymxlP6dWUs0P7YU2JQx7/HyVvy3lzKsMw\nGLtxChExkebYtI7j8PaQ//aFnSWbijftnMpyckMIIYRwT5/8to9VO06b8YinmxBevrgTM3JNcuQr\nhAtYuukEX/59wIxnPqU4ObSfGVd67XX8w6vneHuX468wYu1YM+5UqS0P17jPPskKp8uq3o1JjCU6\n0Ta11GjpyiyEEEK4nasxCfSfscaMbynmy4TnW+OR3S1gRZQUvA526NBB3n57ZLoxHx9f5syZ76SM\nhKt5/7tdbNa2+XQrlA5kSCMPTo5KnUqm2tT38ArO+fO6GyK2sGDvYjMe1OQlqhYPs1/CIs+UUp7A\nZuCk1rqrUqoUsBgIA44Cj2itL2e3nayaVs3YPtd8Xdq/VD4zFkIIIYQr+XvLSRYu3W/Gve+rQ8s6\nMttGVqTgdbDw8OrMn/+Fs9MQLsgwDF6cuor4hGQAbm9akdvPbiTig7/M99T4cB6WHM6NaxgGk7bM\n4ujV4+bY1A5j8fH0tm/iIj9eAfYAwSnxMGCp1nqiUmpoSpztZdnM+gMYhmE+uzu0Wb8M3yOEEEKI\nwicxycqLU1aSbDXMsVkD2uPvK+VcduRPSAgniEtI4sUpq8y49721KbPgXS5fvAhAYKPGVOib82ZD\nUQnRDFszxozblG/OE7Uetl/CIt+UUhWBu4GxwMCU4fuADimvPwVWkIOCN7M7lpadWG2+rhxcMa+p\nCiGEEMKF6OOXmPBFap+Xrq2r8ED7ak7MqHCRgleIAhZ5KZbX5qw341FPNCB+zCCSUuKQJ56kZOfb\nc7y9rWd38vHuz824f+M+1CgZbq90hf1MBQYDae9PD9VaX+8qFgmE5mRDmV3h/fbgzwDcXrlDhsuF\nEEIIUbi8t2Qn2w+eN+Pxz7eiTAl/J2ZU+EjBK0QB2nnoAtO+3mHGkx+tzrkxg8w4t82pZmyby75L\nqc2uJrd/Cz8vX/skK+xGKXUvcFZrvU0p1TGj92itDaWUkdGyG2XUlCIuKc58fV+1/+QtUSGEEEK4\nhEtR8bw6a60Zq0olGPJE4yynPRUZk4JXiALy87qjfLvqsBlP7RxI5NjUhma5aU4VkxjLkNVvmnHT\n0EY8W/cJu+Uq7K41cJ9S6m7ADyimlPoMiFRKldVan1FKlQPO5mRjnp4ehIQEpxubs+lH83XZ0MI1\nb/eN++IO3G2f3G1/wD33SQjhHv7cdIJFaWbv6N+tIQ3Cb3FiRoWbFLxOsGzZX8ybN4dbbinN9Omz\nGTVqOEePHuGee+7jkUcez/F2oqOjWbr0dx54wPas5vnz55g2bRJvvz3BLnnu27eX33//hf79B2X/\n5hwaO/ZN2rRpR8eOtzFhwts8+uj/qFKlqt2276omL97Ov0dsz+dWr1Cc5zz2EPnh3+by3DSn2nV+\nDx/s/MSM+zbsSe1bato1X2FfWuvhwHAApVQHYJDW+iml1ETgGWBCyu/f52iDhsG5c1Hphv4+bJue\noFvN+29a5spCQoILVb454W775G77A+63T1K8C+EekpJtjamSklNv+Jr9agd8vT2dmFXhJwWvE/z8\n8w8MGTKCBg0aceHCebTey6JF3+V6O1FRV/nuu6/Ngrd06RC7FbsAtWrVplat2jeNJyUl4eXllWmc\nFYvFYt6KMXTo6/ZJ1IVZDYOeE5ab8b2tKtPo51lcuXQJgMDGt1LhpZx30/1w56fsOP+vGU9qPxp/\nL3mOoxC6/pNsPPCVUuo5UqYlysnKN97NlGxNNl+3r9DKHvkJIYQQogDd2Jjqv22rcl9b978oVBCK\nTMF76dRSYi/vses2A0rUoWSFO7J8zx9//MqSJYtJSkqkTp16lC4dwq5dOxg//i3atm3Phg3rOXfu\nLM8++wT9+w+hdOnSTJkykejoK3h5+TB06AgqV67CxYsXePfdd4iIOA3AoEHD+PrrLzl16iTPPvsE\nzZq15MEHuzFkSH8WLFhM797dee21kVStauvg1rdvb15+eSCVK4cxdepEjhw5THJyEj169KZt24wb\n3GzduplFixYyceJUPv54DqdPn+T06dOEhpalcuUwTp06wenTpylbthx9+rzEW2+N5Nq1awAMHDiE\nevUaYBgGU6dOZPPmjVSsWAHDSD1Sv56TUrWYNGk8+/btIT4+jo4db+O55/oA8PDDXenS5V7Wrl1N\ncnISb701nsqVqxAbG8u0ae+i9V7AQo8evejQoTMbN65n3rwPSUhIoEKFigwfPgp/f+cUhLFxifSd\nlto1t++9NQma9rrZnKrM/56iRKfbcrSta0nXGLRqlBnXL12H5xt0t2O2oqBorVcCK1NeXwRy3qEs\nxY3z8K49vSHNspzdKSCEEEII1zDjm51sOyCNqRylyBS8znD06BGWLVvKBx/Mw9PTk8mTJ1CuXHlq\n1apN374DUKoWDz74CEOG9Dfn6n3llRcYPHg4jRvXYcWKf5g8eQLTp89m2rRJ3HprU7p1ewyr1cq1\na7G88EI/jhw5bK57vRgGuP32O1m2bCnPPdeH8+fPc/HiBZSqxZw5s2jatDnDh48iKiqK3r2foWnT\nFvj5+WW7P8eOHeP99z/Cx8eHjz+eky6Oj49j6tRZ+Pj4cOLEcUaPfp2PPlrAqlXLOXHiOAsXLgHi\n6NLlbu69934gfafZ3r1fpFixYiQnJ9O//4scPnyQatWqY7FYKFGiJPPmfc533y3hyy8/Z+jQ1/nk\nk48IDg7m008XARAVFcXly5dZsGAe06e/j6+vH59//gmLFy+ke/ee9vorzbFT52N446PUImTMfWHE\nTkm9ol1p+Ej8q+Wsnfzei/uZuf0jM+5T/xkahNS1X7Ki0LmxYcU3Kd2ZG5dp4Ix0hBBCCJEHNzam\nqlmxOEP/d6s0prKzIlPwlqxwR7ZXY+1ty5aNaL2Pnj2fAiAhIYGSJUsCYBhGut8BYmNj2b17J2+8\nMRQvL0+SkpJJTLRdD9y6dTMjR74FgIeHB4GBQVy9ejXTz+7U6XYGDuzLc8/1YdmypXTqZLuItHHj\netauXcWXX34GQGJiImfPnqFy5SpZ7ovFYqFt2/b4+PhkGCcmJjF16gQOHjyAh4cHJ0+eAGD79m3c\nccd/sFgshISUoUmTphluf9myP/nxx+9JTk7mwoXzHDlyhGrVbN2KO3ToDEDNmrVYuXJZyp/tJsaM\necdcPzg4mLVrV3P06GGef76HmVP9+gVfAGzRZ5n13W4zntjOj4tT3jLj8Kkz8AzO2fNWn/y7iE2R\nW814QrtRBHkH2i9ZUSjd+HMwyWr7nri/WhcnZCOEEEKI3Fq66QRfSmOqAlFkCl5n6dLlXvr0eSnd\n2Msv98nwzI1hWAkKCmb+/C8ybKiRtjjOTkhIGYoXL8GhQwdZvnwpgwcPN5eNHfsulSpVzuWegK+v\nX6bx4sULueWW0rzxxlskJyfTuXNrwHZgnl3ep0+fYtGihXz00WcEBQUxbtxoEhLizeU+Pt6ArTNt\ncnLqs4oZbbdp0xa8+ebYXO+bvXyz8hC//HPMjMdVPMHF+anP8Oa0OVVcUjyvrnrDjGuWrM4rjXvb\nN1lRaKWdlijtdEQhAfKDUgghhHBltsZUq0hKtppj0pjKsRz+sJdSykspVVkpFaaU8nb057mSJk2a\ns3z531xKaVB09eoVzpyJyPT9gYFBlC9fnuXL/wJsBd3BgwdSttWM775bAkBycjIxMdEEBAQQGxub\n6fY6d76DhQs/JSYmxrxa2rx5S5YsWWS+Z//+fTnal+yK1tjYGEqVsh1s//77L1ittv/EDRveyt9/\nL8VqtXL27Fm2bt1y07oxMTH4+fkTGBjIxYsXWL9+Xbb5NGvWgm+//cqMo6KiqFu3Prt27eDUqZMA\nXLt2jRMnjudo/+zh7QWbzWK3ftVSjDj3A1dX2IrdoMZNqPnRJzkqdg9ePpKu2H2u3pNS7LoQV/hO\ns5Ba8K6L2OSMFIQQQgiRS/tPXKb3uyvMYve+NlWYN6yzFLsO5pArvEopC7Zuo88BrYBYbF1Jg5RS\n/wAfA4u11jm/ZFkIValSlV69XmDgwJewWg28vb0ZMGDITe9Le7V35Mi3mTRpPAsXfkJcXAK3334n\n1avXoH//QUycOJZffvkBDw8PBg0aTt269ahfvyFPP/0oLVu24cEHu6XbVqdOtzF9+iSefbaXOda9\ne0/ee28yzzxjexa4fPkKTJgwNcP8bR2Vb36dujz19QMPdGPEiCH8/vuvtGjRCn//AAA6dOjE1q2b\nePLJblSqVDHDW4xr1KhJzZqKJ554iDJlytKgQcNM/kRTOzw/88xzTJkygaeffhQPD0969OhN+/Yd\nGTHiTd58czgJCYmA7dngvFzNzo1kq5VeE1eY8cOtKlD9s3e4fi26zP+epkSnzjna1pf6W9acWm/G\n77R9g2I+Mt2Es7nad1ra8yZ/H18FQL1bbu6oLoQQQgjXMPPbXWzdf86Mx/dpSZmSAU7MqOiw5OY2\n2ZxKOQDcBiwGNmqtr6WM+wPNgUeBxlpre86fYbjbnHrutD/gfvsUEhLM4WMXeOW9NebYwM6h+Hz4\nrhlXHjESv6rZN6dKSE5kwMoRZlylWGUGNXmpwJsWFIa/o/i4RH5atINzZ6KppkK464HMG3iFhATb\n5Q/QSd9pGer66g9GlbLBjOzeDICXltlOor3SuA81S4Y7+uPtrjD8m8std9snd9sfcL99yut3nVKq\nAtAZqAZYgMPAcq31CTuml1dyXOfiZJ9y5sbGVNUrFue1AmpM5aZ/R7n+g3PUM7z3a63P3jiYcpC4\nEliplCqT1QaUUn4p7/UFfIAftNavOSJZIfLi4MnLDEhT7I5p4UVsmmI3fNpMPIOCst3OkSvHmbRl\nphk/XftRWpRrYt9k3cDVy9dY/PEmkhJTn3nJwR3i9nKf1vrcjYO5+U6zp4x+SNYokbOu30IIoZRq\nBowBagLrgZPY7lq5ExiplDoIjNRab8xiG/OAe4CzWuv6KWNvAj2B69+Xw7XWv6Usew3oASQD/bTW\nfzpg14RwKX9tPsEXf6VtTNWABuGlnZhR0eSQgjejYhdAKdUWeFZr/Vxm70mzjTilVCetdaxSygtY\no5Rqq7Vek9V6Ivc2bPiHDz6YkW6sfPkKjB37biZriH/+PcPcn1LndX677DGiF660BRYLNeZ8nKPn\ndb858BPLTqTO1Tu2zQhK+Ba3e76FWcTJK3z/+babxh/u3oSQsgV2u/cEpdTHWuu1mb0hu+80e7re\ns+py/BVzTKYwEELkwmBgVGYFrVKqOTAI26McmZkPzAAWpBkzgCla6yk3bK8Otjth6gAVgL+UUjW1\n1laEcENJyVZenraa+MTUZquzB3bA10ee1XUGh3dpVkqVA54BnsX2Rbgwp+tqra93ZPIBPIGLdk9Q\n0KJFK1q0cPidmG5j4Z/7+XurrTGWv48nA098Q/RB2xRRQU2bUf75l7JaHbBNI/PKitTO2WUDQ3m9\n+UApWtI4tO8sf36/J91YQJAPDz3ThKBg34JO5zjwmVIqEZgHfKq1PlPQSVx3/d/J1sgdzkpBCFGI\naa2zKmRJKYSze89qpVSVDBZl9IPsfuBLrXUicDTlCnJzbFeXhXArRyKu8tanm834vjZV+G87uQvL\nmRzVtMoLuA/brSvNgW+BYK11+VxuxwPYCoQDs7XWe7JZRQiHGv7hes5ctJ2H6Vi3NC1/mJLanOqp\nZyjRoVO22zgRdZrxm6aZ8WPqQdpVaOmIdAulHRtPsG7ZoXRj5SuX4O6H6+Ht45yZ1LTWbyqlRgOd\nsJ2800qpVdiK3x+11slZbsDOrl/h3XJ2JwBVi4UV5McLIQq5lO+v5Sm//tFax2ezSm68rJR6GtgM\nvKq1vgyUJ31xexLblV4h3MqC3/exYvtpM36nd0tCS0ljKmdz1NHjaWwNXuYCD2qtE5RSd+V2Iym3\nujRSShUH/lBKddRar8js/SEh7tXN1t32BwrvPiUmWXlw6E9m/EK7EIrPn2zGDSZNILhG9Wy3s3jX\nT3yz51cznnnv25QJdK25U53xd2RYDf744V82rjmSbrxx88rc061BunlnnSWlA/MyYJlSqhi22/Pe\nBD4AQgsyl+t/Hkev2qbdahKaWWdzIYTI0HtAR2y3JIcrpTaSWgCv11on5HG7s7E9GwzwFjAZW3f7\njGTbNbWwHjNkxt32B2Sfrou5lshjr6ce31UKDWbW4E4uceeeO/4d5ZajCt7lQAdszQ/OAPl67lZr\nfUUp9QvQFFiR2fvcqQuZm3ZVK5T7dDk6noEzUx/dHFrfiiVNsRs+bSZxQUHEZbFvydZkBq58nSTD\ndiGwpG8JxrQehiXWg3OxrvNnUtB/R8lJVv74/l+OHbyQbrx5uyrc2joMi8XChQvRed6+I77kU6Yo\naovt+60q8GvWa9jfjT9AG5epX9ApCCEKMa31EmAJgFIqBGiPrQCeD5QD8nRJKm0vA6XUR8D1M8Wn\ngEpp3loxZSxLhfGYITOF9RgoK7JPNtv2n2PGt7vMuFfXOrSqW5bz5/N+/GIv7vp3lFuOalr1qFKq\nFPA/4L2UK7QllFLVtNaHc7INpVRpIElrfTll6o87gNGOyFeIzBw4eZl3Pt9qxqNKHyb+O9v5G4un\nJ9Vnz822OVVETCRvb0gtkB+q0ZXOldo5JuFCIj4uke8XbufiuZh0453vqYWqX9ZJWWVNKaWw3c78\nFBCJ7Xbm3lrrSwWdy40XvKXRmRAiL5RSQUAzoAW2R9Digc/zsb1yWuuIlPAB4HoV8CPwhVJqCrZb\nmWsAmXaAFqIwMAyD8Qu3cuBkagPJ6f3aEhzg48SsREYc9kCc1voitltlZiilGmN7nnejUupADueq\nLAd8mvIcrwfwmdb6b0flK8SNlm89yWd/7rcFhsHwyO+IP2g7WxfUtDkN3xia7VmzP48u54fDv5nx\nyJaDCQ0IcVjOri7qShyLP95EYkL6R167PtaAilVKOSmr7KXMw1sD+AK4R2u93Zn5WCwWLlyTHn5C\niLxRSk3EdlXXB1iHbXq1yVrryFxs40tsd/OVVkqdAEYBHZVSjbDdrnwE6AOgtd6jlPoK2AMkAS+m\nPCYiRKF04Uocg2evM+Nmtcrwwn/rOTEjkZUC6QCjtd6GrYnBIOC/OVxnF3CrQxMTIhNzfvyXDXts\nP/crBHvy1Lb5XJ87oczT3SnRvmOW61sNK8NWjyEmydbgKsDLnwntRuFhKbiJY13JuTNRLPlky03j\nj/Royi1lsp+r2AVMA763c2OXPLNYLOhLB52dhhCi8OqOrSBdjK3Y3ZjbKYK01o9nMDwvi/ePA8bl\n5jOEcEVLN53gy79T59Yd+kRjVOWSTsxIZMdRXZqbZzS3W8rB4uKU9zTTWm9yxOcLkVeGYdB32iqu\nxduuQN5dzYcGf35kLq/8+pv4VamS5TbOxp5j9PrUOYy7VruL/1S5zSH5urrjhy/wy1e70o35+XvR\n7dmmBBXzc1JWeXI0u2K3IL/TPCyYBW9J3xIF8ZFCCPcSim1O3A7AAKCJUuoQth4sK7XW/zgzOSFc\nUbLVSr/pq81jRIA5gzrg7SVz67o6R13hHZTSBOFL4B9SGxNUBFoCjwHnyWaONyEKUlxCEi9OWWXG\nL4XHEfzHAjMOnzYTz6Csr0YuP7GGJQd+NOMRzQdSPsg1n0l1pL07Iljxm043FlI2iK6PNcLXzzlT\nC+XTq670nWaxWNh/yTZ1U82S4QXxkUIIN5JyO/G/Kb/eV0p5Yuu7MgIYC8gRvBBpHDsTxehPUs9p\ny9y6hYujmlY9opRqCPQE+mHrZApwFNvZw4HOfgZOiLQiL8by2oepUwQOL34A6x+2E9wWLy+qv/9h\nls2prIaVUf9M4GKcrX+Rp8WTqR3extOj6BwzGIbBlrXH2LTmaLrxaqo0t99XB0/Pwns7t6t9p3l4\nWLiaYHt+XJXMfjosIYRIK6U/SlNsnZk7Am2AS9hmwpDbjoVI4/M/Ncu2pjYVH9urBeVuCXRiRiK3\nHNm0agfwsqO2L4S97Dh4nulLdtoCw+C1iG+wHrQ9exvcvCXlej+f5foXrl1k5D/jzfg/YZ3pGv4f\nh+XragzDYO1fB9m1Jf0MEw2bV6RVp3CXmIPOHlzpOy3tH6lc4RVC5MHllF8rgK+BvjmdRUOIouJa\nfBIvTU298y+0VABje7XAw02Oa4qSQnlvoRD28sOaI/yw5ggAvskJDDiyiOttI0OfeZbi7Tpkuf7a\nUxv4Qn9jxsOavUKl4AqOStelWK1W/v55Hwf3nE033ua26jRoVtFJWRUNaX/YlvSTZ3iFELl2q9Za\nOt8JkYntB87z3jc7zfi5e2rTpn45J2Yk8kMKXlFkjV+4lf0nLgPQrGQSt21aZC6r/Mab+IVVyXRd\nwzB49bcxnLgaYY5N6zgObw/3/y+VlJTM79/s5sSR9NPP3nZvLWrWK3rPKzuDnFwWQuRTtvPASXNR\nURQZhsHEL7ay7/hlc2xav7YUk7l1CzX3PzoX4gbJViu9Jq4w46fLXaX86u/NOHz6LDwDM38243L8\nFUasHWvGnSu146EaXR2SqytJiE/ihy+2cz4yOt14l4fqUaVGaSdlVURZkrN/jxBCZE6aiwpxg4tX\n4+gxfpkZN1EhvPRAfSdmJOzFoQWvUqqW1npfdmNCFJSo2AReeW+NGQ8K2IvXatsJbIuPD9VnfpBl\nc6oNEVtYsHdx6vpNXqJq8TDHJewCrsUm8M0nW4i6mn5WnvufaET5ynI7rTPEeV7O/k1CCJEJV2vE\nJ4Sz/b3lJAuX7jfjwY83pnaYzK3rLhx9hfdLoHEOxoRwuHQt5Q2DYaeWQNw1AIJbtKJcrz6ZrmsY\nBpO3zOLI1ePm2OcPTefKpSynZi3Uoq7EseijjSQlWtONP9y9CSFlg52UlXMppUKByUCY1rqdUqoB\n0Fpr/UFB5hHneaEgP04I4YZcqRGfEM5iNQwGzVrL5egEc+yDVzvg4110ZtkoChxS8KbcJlMG8FNK\n1UmzqAQQ4IjPFCIra3dF8PEve4HU5lTXhXbvQfG27TNdNyohmmFrxphxm/LNeaLWw/h4+QDuV/Be\nuhDDork3P7b1eO/mlChV5P/7zgV+AxqmxBpYCBRowRvrYSt4g72znhdaCCGEEBmLuBDDiLkbzPie\nVmE8/3Ajzp2LcmJWwhEcdYX3f8ArQHnglzTjV4GJDvpMITK04A/Nim22x5MqG1d44sgP5rLKI0fj\nVznzW5K3nt3Jx7s/N+P+jftQw02ngTkbcZXZ41ekG/P18+KR55oRFOzrnKRcTwWt9WylVG8ArXW8\nUsqa3Ur2di2l4K1UrGh0BBdCCCHs6ad1R/luVepMXKN7NKdSGTmJ7K4cUvBqracB05RSI7TWY7Nd\nQQgHMAyDoR/8w/krcQDcH3SO2tt/M5dn15xqxra57Lt0wIwnt38LPy/3K/xOHbvEj1/uSDdWvKQ/\nDz59K37+3k7KymUlKaXMHslKKac8xHzNYuuQXSFQpkgQQgghciop2cqLU1aRlGw7V+3v68l7r7TD\nM4v+LaLwc+gzvFrrsUqpAGxd/7zSjO9x5OcKkZiUTJ9JK824n+cuArZvA8Di60v1GbMzbU4VkxjL\nkNVvmnHT0EY8W/cJh+brDEcPnue3JbvTjVUIK0mXh+ri7SMN3DPxLbbbl4sppboDLwHzCzoJw2Kb\nLbpMQEhBf7QQwk0opTyB57TWHzo7FyEKwvHIKN6cn/rIVreO4XRp6d6NR4WNo7s0vwSMBy4BaefR\nqJrxGkLk34UrcQyevc4WGAbDTnwFCbZnbYNbtabcc70zXXfX+T18sPMTM+7bsCe1b6npyHQL3GF9\njj+++zfdWFj4Ldz1QF3Klisuz65kQWs9QSn1JFASuBuYrrX+PJvVAFBK+QErAV/AB/hBa/2aUqoU\nsBgIw9Yh9RGtdY7aMJf2z3YqTSGEyJDWOlkp1QeQgle4vYJepvIAACAASURBVK+WH+T3DamNR9/p\n3ZJQ6UtSZDj6Ms4goJ7W+piDP0cIAPYeu8S7X9qu5N7UnOrZ5yjepl2m6364awE7zqVe8ZzUfjT+\nXv6OS7aAHdx7lqU/pL+5okadMnS+tzYeHpZM1hI3Silwc1Tk3rBenFKqk9Y6VinlBaxRSrUF7gOW\naq0nKqWGAsNSfmVLCl4hRD4tU0p101p/7exEhHCEG+/4K13cj/HPt8LDIsc9RYmjC94IKXZFQflj\n43EWLzsIQJn4i/Q48bO5LGzUGHwrVc5wvWtJcQxaNdKM65euw/MNujs014Kkd59h2c/pp76uVb8s\nHe9WWOQLP1eUUl8DBnD9D87A1oxvHfCJ1jrLBlZa69iUlz6AJ7a7X+4DOqSMfwqsIIcFbwnf4rnI\nXgghbvIs8KpS6lMgJmXM0FqXcWJOQtjFwZNXGPf5FjN+6i5Fp8bS7LEocnTBu1QpNRFYBMRdH5Rn\neIW9vbdkJ9sPngegAydpdWKZuSz8vVl4BmTcnGrfxQPM2D7XjPvUf4YGIXUdm2wB2bsjghW/6XRj\ndRqXp/2dNaTQzbtIoAm2+cQtwKPAHuARoBHQL6uVlVIewFYgHJittf5XKRWqtY5Ms/3QnCbjYZEm\nG0KIfGnq7ASEcIRPftvHqh2nzXjSi60pVczPiRkJZ3J0wfsMtisg3W4Yl2d4hV1YDYNeE5dj2Hr4\n0DtpK6WO2m5L9vDzI3zG7EyLu8/2fsX6iM1mPKHdKIK8M+/aXFjs3nqK1X8eSDdWv2kF2txWXQrd\n/GsIdNRaxwMopeYAfwOdge3ZrZxyBbiRUqo48IdSqtMNyw2llJHTZEJCgnOTu8tyl/1Iy932yd32\nB9xzn3JLa31UKVUMqK613ursfITIr7iEJF6cssqMw8oGM/KZpnL8U8Q5uktzFUduXxRtsXFJ9J2W\n8qVmGAw9tghLUiIAxVq3oWyPXhmul5CcyICVI8y4Rolq9L/1eYfn62g7Np1g3d+H0o01blmJFh2q\nyRe9/ZQBEtPEiUDplPl44zJZ5yZa6ytKqV+wXS2OVEqV1VqfUUqVA87mdDvu0GAsJCTYLfYjLXfb\nJ3fbH3C/fcpr8a6UuhuYA1iBMKVUM2Ck1rqrHdMTokD8e+Qikxennnvu3bUOLeuWdWJGwlU4fO4R\npdTtQC2t9UylVChQXGu939GfK9zbqfMxvPHRBgB8k+MZcGSxuSz02Z4Ub9M2w/WOXDnOpC0zzbh7\nncdpVraxY5N1sK3/HGPDyiPpxpq0CaNZ2ypS6NrfSuBnpdRn2G5p/h+wWikVBMRntaJSqjSQpLW+\nrJTyB+4ARgM/YrsbZkLK799nmYFnYpaLhRAiF8YAzYFfAbTWm5RS4c5NSYjcm/XtLrbsP2fG015u\nS7FAHydmJFyJo6cleg3b1B1lgZnYGrXMB9o48nOFe9u87yzvf2+7bTk07gLPnvzFXBY26i18K1XK\ncL1vD/zM3ydSb3MZ22ZEoW76s3nNUTatOZpurHn7qjRpLXPKOVBfoA/wcEr8O/CB1joRaJnNuuWA\nT1Oe4/UAPtNa/62U2gZ8pZR6jpRpibLaiMX3Wj7SF0KI9LTWEUqptEMJzspFiNyKvpZIv+mrzbhu\n1VK8+mgjJ2YkXJGjr/A+jq0hwgYArfUJpZQ8NCPyLO08ag2v7KfLufXmsvD33scz4OY51ZKsSbyy\nYrgZlwsMZUTzgYXy6qdhGGxcdYSt/xxPN96yUzUat8i4C7WwH611AjAj5Vdu190F3JrB+EXg9pxu\nx+Ibm/2bhBAiZ64qpcx7PpVSHbF1jxfC5W3R55j13S4zfvmh+jSuEeLEjISrcnTBe01rnXDDmUMh\n8mT0/E0ci7Q9c/VM1DrKnbNNQeQZHEy1Ke9lWMCeio5g3MapZvxozQdoX7FVwSRsR4ZhsGHlEbat\nT1/otrm9Og2aVnRSVkWPUsob6IGteZXZ7lFr3aOgcvCQglcIYT+vYbuduYpSaiVQA9tUaUK4LMMw\nePfLbew7ftkcm9m/HQF+3k7MSrgyRxe8x5VS7QCUUp7Yvlh3O/gzhZtJSrbS+90VAFgMK0MPfW4u\nK96hI6FPdc9wvd+P/s1Ph/8w49GthlLa/xZHpuoQG1cdYcu69NNZt7+rBnVlLjlnmINt/tzOwPvY\nnuFdmeUadmbxsfXG8vfyL8iPFUK4Ia31BqVUZ6A1tr4E67TWcoVXuKwrMQkMmLHGjJvXLsPz99dz\nYkaiMHB0wdsPWADUA2KB1dgOEIXIkSvR8QyYuRaAgKRr9Dv6tbmsXO8XCG7e4qZ1rIaVoatHE5tk\ne9Yx2CeIcW1eL3Rzlm5ee5RNq4+mG+vwn5rUaVTeOQkJsDV3qQ/s0Fq/o5R6H1vTqQJj8bH1xiru\nI0+HCCHyRynVC/hLa/2rs3MRIjvr95zhwx/3mPHgxxpRu0opJ2YkCguHFbwpV3S7aq3vUEoFAh5a\na/eZA0A43KFTVxj72RYAKlw7y1OnfjeXVXlrHD7lbi78zsaeZ/T6iWZ8f3gX7gzrdNP7XNm29cdZ\nv+JwurF2d9ag3q1yRdcFXEuZKzdZKRWYMr1QmQLNwMvWpTnQDeaMFkI4XWPgVaWUL7Y5xf8Glmmt\nI52blhCpDMNg/MKtHDh5xRybPbADvj6eTsxKFCYOK3i11slKqT7Ah1rrGEd9jnBPK7afYsHvGoBm\nl/dw2/nN5rLqs+bg4et70zorT67jq/2pM7qMaD6Q8kGFZ/617RtO8M/y9PPoyjO6LueCUqoUtu7M\nvymlzgMnCzIBi+f1gvfmBm1CCJEbWusXAZRSFYF7gHFAZWyPbgjhdFdjEuif5hbmtvXL0eOe2k7M\nSBRGjr6leZlSqpvW+uvs3yqEzdyf9vDPv2cAeDLybypGnQLAu0woVcaOv6k5lWEYjNnwLmdjzwNg\nwcL0juPw9CgcP693bj7J2r8Ophtr1SmcRi0ynl5JONU9KSfzRmB7PKM4tsc2Ck7KFd4AeYZXCJFP\nSqkm2LrE34Zt6rQ/sF3lFcLp0k5DCTD48cbUDivpxIxEYeXogvdZbLfKfApcv8praK0L9hZAUSgY\nhsEr760h+loiHoaVIWmaU5W86z+EdHvspnUuxV3m9XXjzPiOyh35b/W7CyTf/Nq99RSr/zyQbqxF\nh6rc2krm0XVhrwITtdZW4DMApdQQYGKWa9mR5XrB6y0FrxAi3zYB64ARWusCbcAnRFbe/XIbe4+l\n9k+bNaA9/r6OLluEu3L0v5zbgcvZvksUefEJybwwxfazNigplr5Hl5jLyvd9haBGjW9aZ0PEFhbs\nXWzGQ5q+TFgx178qumfHaVb+tj/dWLO2VWjatopzEhK58Tg3F7cZjTmMxTMZgAAvuaVZCJFvLbFd\n3X1dKTUDWAP8rbX+xrlpiaIqKjaBV95LvYW5Zd1Qenet68SMhDtwZNMqD+ALrXUdR32GcA9nL19j\n2Af/ABAWG8Hjp5eay6q+8y7eIeknETcMgylb3+fwldSpeqZ2GIuPp2vPv7ZvZwTLf9Xpxpq0CaN5\nu6pOykjklFLqDuBOoLxSaiK26TvAdkuzU8gVXiFEfmmtNwL/b+++46MqtgCO/za9EEggofc29CId\n6YKKBZ4FK08QFFCRpgI27AUUKUoTBUFBigXF+qjSFKT3oYUaWiAhIT3ZfX/s5iaBBNK2ZHO+n48f\ndmbvvXuGhOOeW2a2KKXmA/cCY4EhQNFa1kC4he2HLvLZD3uM9gsPN6NhDZmFWRScPSetMiulTiml\nSmutL9vrc0TRtufYJSYt2QXArZd30fHyLuO92jM+x8PbJ8v2sclXGbvhbaN9a8XWPFbvQccEm0+H\n9p1n1fIDWfqat61Km841rnseWbisZKyPZZhtf5oACxCBdZIXh5NneIUQBaWU+gzrFV5/YDXwKrDG\nqUGJYmny0l3sPnrJaMstzKIw2fs3KQbYoZT6lazP8I628+eKImD5puP8uM66/E6/U79SIcma6Hyr\n16Daa29ct/2ui/v4fM88oz28+WDqhtRyTLD5cPTgBf63bH+WvqatK9Ouay0pdIsY27NtfymlvtNa\n773pDg4QILM0CyEKbg8wSWt99KZbCmEHcYkpPD95vdFuqcJ49r7GToxIuCN7F7z7bP+B9WpI+lUR\nUcylT0bgaU7jpWMLjP4yve+jzL29r9t+5u657InMuEo6sdPb+Hn5OSTWvDp57DK/Ltmdpa9xi0rc\n2r22FLpFlFLqOWw5TCnVKdNbJqwn8aY7OqZAuaVZCFFAWutZSqkySqm7bV3/aK0v3XAnIQrJziOR\nTP0u4/vSiD5NaVKrjBMjEu7KrgWv1vpNex5fFD1ms4WnJljvliqVEsszJ3403qv8wmgC6md95Dsh\nNZEX140z2s3CGvN04/86Jtg8Onv6Csu+2ZGlr0GzCnS6o64UukVfK1zsZJ3c0iyEKCil1B3AN8BO\nW1dTpVRfrfX/nBiWKAY+/X43Ow5HGu3PRnQkwM+152IRRZddC16l1Edkc2U3N7c0K6WqYF3fsqxt\n38+11lPtFKpwgNj4ZKPYrR13igfPZjwmVOOjSXiHZF1b7eDlw3y6c7bRHtKkP41DXW8OtMjzsSyd\nuy1LX616YXTv1QAPDyl03YHWur+zY7iWzNIshCgE7wOdtNYHAJRS9bEWwDcteJVSc4C7gQta68a2\nvtLAYqAacBx4SGsdbXvvZWAAkAYMk6K6eIpPTGXo5HVGu1ntUIY92MSJEYniwN63NMeRUej6A/dg\nXfMtN1KAkVrrnUqpEsA2pdSK9KQsipaT52N5c+5qALpGbqVNdMazrXVmfoHJK+uv4tcHlvDP2a1G\ne3zHNyjhHeiYYHPp0sWrzPhwbZa+ytVDuKtPYzw9ZYJLd2SbfX4Q1iXXLMAKYLbW2uFXf/1d9JZ+\nIUSR4pX5e5XW+oBSKrffDecCn2K9OJFuLLBCaz1BKTXG1h6rlGoAPAw0ACoBK5VSdW1rmotiY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REI4lBW8xcTUhhWFT1hOSHMPgkxnLfFYe/TIBdRUX4iN5658JRn/vWj25vVrXQo8jIT6ZBTM3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\n7q21PqmU+g/WdbsSgEeAhpnaj2q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zcp/7I0kP/RqTQz6ndUVS2LaR9evXUlRUyJVXXq13lKC2SSvB4PWQXroXoyOc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+bAvYrJQpV5/A6rcUYWTOy0OmIovr6NejfqFeXc3Nm6PevfuycuVyWrYMY8WKX7jrrr5ZHvf2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\n1usfmEvH3d3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r5TtXy3Ug+S7bvODMhW004J+h7aa1ttq/vnzVY/5AZHEFVgA5jQmllJtS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\nCCGEEEIIIUq0/wew4r990ymZagAAAABJRU5ErkJggg==\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4432,10 +4423,10 @@ } ], "source": [ - "temps = pvsystem.sapm_celltemp(irrad_data['GHI'], 10, 5)\n", + "temps = pvsystem.sapm_celltemp(irrad_data['ghi'], 10, 5)\n", "\n", - "sapm_2 = pvsystem.sapm(sandia_module, irrad_data['DNI']*np.cos(np.radians(aoi)),\n", - " irrad_data['DHI'], temps['temp_cell'], am, aoi)\n", + "sapm_2 = pvsystem.sapm(sandia_module, irrad_data['dni']*np.cos(np.radians(aoi)),\n", + " irrad_data['dhi'], temps['temp_cell'], am, aoi)\n", "\n", "plot_sapm(sapm_2)" ] @@ -4449,19 +4440,9 @@ "outputs": [ { "data": { + "image/png": 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G1WrFx8eXxx57En9//4t+TiSRCyGEuCgfWztr0NKzq1gsFh5//Nts3ryBxx77IQB2u/3c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\nIjasbgaR5Oz13I4y4ok46+ptcZjBwhq5CYU19W4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"text/plain": [ - "" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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XLx5+gx5XD7dMv4GgMXpwiq+wWCzcNn0NAbYA/nH0Hdrs7d4OSQi3keQuhI/Y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\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4469,11 +4450,11 @@ } ], "source": [ - "sapm_1['p_mp'].plot(label='30 C, 0 m/s')\n", - "sapm_2['p_mp'].plot(label=' 5 C, 10 m/s')\n", - "plt.legend()\n", - "plt.ylabel('Pmp')\n", - "plt.title('Comparison of a hot, calm day and a cold, windy day')" + "sapm_1['p_mp'].plot(label='30 C, 0 m/s');\n", + "sapm_2['p_mp'].plot(label=' 5 C, 10 m/s');\n", + "plt.legend();\n", + "plt.ylabel('Pmp');\n", + "plt.title('Comparison of a hot, calm day and a cold, windy day');" ] }, { @@ -4601,19 +4582,9 @@ "outputs": [ { "data": { + "image/png": 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c9isO4gAGrR6jN0xXD9LGyuUaIdtQtaytto/OiFFbtc2gMxCilZFxIYS4Enqd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\nFroqTnL+n/6B7jND5zqPNafNwf2z3oUv6OPlc6+F28NnmQ9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2aiKO7ix89lYu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\nDBFXx7+apIRZRERED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"text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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hnemYEHG+d69Wcv1an717v+OBB+5BURScTs9sDNOnP8Dw4SMpKSlm8eKF5OfX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\nYHKZn7y7m9dmvsPrz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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4625,21 +4596,21 @@ " '2014-04-01 10:00:00', '2014-04-01 11:00:00', '2014-04-01 12:00:00']\n", "times.reverse()\n", "\n", - "fig, ax = plt.subplots(1, 1, figsize=(12,8))\n", + "fig, ax = plt.subplots(1, 1, figsize=(12,8));\n", "\n", "for time in times:\n", " ivframe = sapm_to_ivframe(sapm_1[time])\n", "\n", " fit_voltages, fit_currents = ivframe_to_ivcurve(ivframe)\n", "\n", - " ax.plot(fit_voltages, fit_currents, label=time)\n", - " ax.plot(ivframe['voltage'], ivframe['current'], 'ko')\n", + " ax.plot(fit_voltages, fit_currents, label=time);\n", + " ax.plot(ivframe['voltage'], ivframe['current'], 'ko');\n", " \n", - "ax.set_xlabel('Voltage (V)')\n", - "ax.set_ylabel('Current (A)')\n", - "ax.set_ylim(0, None)\n", - "ax.set_title('IV curves at multiple times')\n", - "ax.legend()" + "ax.set_xlabel('Voltage (V)');\n", + "ax.set_ylabel('Current (A)');\n", + "ax.set_ylim(0, None);\n", + "ax.set_title('IV curves at multiple times');\n", + "ax.legend();" ] }, { @@ -4665,7 +4636,7 @@ "outputs": [], "source": [ "photocurrent, saturation_current, resistance_series, resistance_shunt, nNsVth = (\n", - " pvsystem.calcparams_desoto(irrad_data.GHI,\n", + " pvsystem.calcparams_desoto(irrad_data.ghi,\n", " temp_cell=temps['temp_cell'],\n", " alpha_isc=cecmodule['Alpha_sc'],\n", " module_parameters=cecmodule,\n", @@ -4682,19 +4653,9 @@ "outputs": [ { "data": { + "image/png": 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VoZMdtLT3sWxOGbE0t98uMlGtnDfcvK611+XSuT3Y7VVjzCPA93FGrd8PvOby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\nH8ZZW/uz1tq/sdbuSj1+F840JYwxGcZ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"text/plain": [ - "" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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AH2fgvCJps76hmXgsxqKZmgInl29seSHTasqw/e10dPVSUpjnd0gScpoKJ3KR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\nN0e3mamqqiyy+Y1EbolEkmc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+ZWbHnHO3462xffrsohaG/Ab6Yc2bovY24Goze69zrhyv\nb/YDQJOZ9Zx1XOBzg5fee58AcoFfAzvM7Khz7mq8L6F/bWbrz3NsGN57oa59QxZ39/J2guV4/UFv\nAp7EG/l3k5ltSj3vvcCbzGxl6vZrgcNmFugBEWfl9wDe8n/3430bewNwJd6qUCuBOWZ2W+q4sOb3\nh8DDeAtdPAaUAP8CvBtvoYzlqePCmN+DwOvwBrB8DG+6UD4wG+gHppvZXanjwpLfO/Ben2+Y2cec\nc8V4rUg55i2OcR/wsHlrTw8+rjzVjZSfeu6ZzEd/YefIrxr4C2Ax3vaXhjdFaKeZfXzQcYHP7xy5\nzQY+h9edcguwFzgAJM3srYOOC3xuAM7bde7f8b58rcXbvezDZvZk6vHP4bWafcLM2ga+fIbovRf6\n2nehZvkyvNVy/tTMvg38P7zmhqN4WwsOfHv5GdDsnKtNHZcEAj2CM2Vwft/By2k2cLeZfdfM3m/e\ntJRPAHnOuXmp48Ka35fwWig68Aq8mVmbmX0aKHXeClcQzvy+BXw1df9PgTPADXj9718C9rmXB2gF\nPj/nXCneqNtPAbc55+rMrNO8wUm9qQ//As7aIco59z68rT4xs54AF4ez85tlZk14o8T3AW82s9fg\nvffucs7NTx335wQ8v3Pk5sxbH/wP8FrJPmFm1wPvxOtauSZ13F8Q8NwGSQKfTXWffBWvKf7WQY9/\nFm9cT33q9kD3X5yAv/dSQl/7hizuqf6Dvby8neCTeINBHgAWOG81ngQwCegzs72p435uZtvTFPOI\nOUd+z+B9C73ROTd+0FMd3jfu7anjwprfU3h5bMVbWKHEOTfReSOvtwPbUseFNb8n8bZIPAM8YGav\nS32DXgx0p/o0Q5GfmZ0G3mdmn8drlfjf8NLAHoAxQLGZbU69hq9P3f9VM/vXzEd8cc6XH17L0sfM\nbEPq9g68gZEDeX896PmdI7d/TD3UC9yJNxgLM+sCvg+MTT3+taDnNshq4EeD+ttX4Y3nGZgBcBD4\nCvBR59yv8cYaYGY/Cfp7D6JR+4YzoO6nwCLnXI158ykb8OZd/i+8bza/BO7DGwkZRoPzO423OEQ3\n3pSUac65vwP+C1hrZv1+BnqJzn79DGjHu5rNw2sqfAFoMLNG/8K8ZGfntxnv9at1zlU45/4Zb5DP\nKj+DvBRmtj/1z8/jbShxy6B+9Wl4U24+gNffOT51TJCv9n7HWfnNSOWXwGtZGvARvBkrB1PHhCK/\ns3Krc87dnuqP/TXwOefcbOfcx/BGVQ98qQ5FbuDFamZdgz4Tb+Hl12hgat9cvAHKGy21C1rIhLr2\nDae4P4O3Ru7bAczbQvAuvGL3Z3hNFDeY2WfO+xOC7ez81uL1tSfx5pTOBO4ys//wK8DLdHZ+L+C9\n4XalXrNPAbeYN7I8jM73+sXxVoHKxRtM92O/ArxcZnYUr8th8Gu0HK/Zc6Ab6Yt+xDYSzs7PvMF1\ndzrnnsIrEG8zs1Y/Y7xUg3L729Ttf8EbEf83eKPL7zSz3f5FeHmcN4sjB289/N+k7pvjvDXxO4CZ\nZvYxP2O8DKGufcOa557qE/oU8B94zTFfw2s6ez694WXGOfL7Bt7+yFssoOs0X4xz5PdV4ONmFrqr\n2XM5R35fBz5oZoH8Rn2xBg1G+glen99x4BCw3cye8je6y3dWfkeA03izOhrC/hqeldsxvAGR9wGb\nU83yoZfq1vsKXv/zO/F+Rz8c1i9kg4W59g17EZvUtJQ34K2d+8UwXymci/ILtyzIrxiv/3YO8M9m\n9u8XOCRUopzfWbn9bzP7gs8hjajU1LeB5XK/YWZf8zmkERXWz5aLXaEuH+gPad/zBSm/cItyfs65\nDwJTgI9Yah2GKIlyflHODcB5G9q8DW8RrJ4LPT+MwvjZkpb93EVkZLlBiwtFUZTzi3JuElwq7iIi\nIhEz4vu5i4iIiL9U3EVERCJGxV1ERCRiVNxFREQiRsVdREQkYlTcRUREIub/A9snxvbEru7yAAAA\nAElFTkSuQmCC\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4702,8 +4663,8 @@ } ], "source": [ - "photocurrent.plot()\n", - "plt.ylabel('Light current I_L (A)')" + "photocurrent.plot();\n", + "plt.ylabel('Light current I_L (A)');" ] }, { @@ -4715,19 +4676,9 @@ "outputs": [ { "data": { + "image/png": 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AdaIDE8kEza29tHQe4/zGqWRnaVvWdHHW7Aruf2Y363e1qZBL2ou3kH8VuBm4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\noGCbGzN7Mki5wateu+fxtjj8iHNun5k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"text/plain": [ - "" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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27WpScZeckMqV+5eS/72tn/vUZiWSAZuT/btLNLc6KyyeVUUsBht3N3PLVbPD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\nEZGIUXEXERGJmP8PQzNQFEdQ6SwAAAAASUVORK5CYII=\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4735,8 +4686,8 @@ } ], "source": [ - "saturation_current.plot()\n", - "plt.ylabel('Saturation current I_0 (A)')" + "saturation_current.plot();\n", + "plt.ylabel('Saturation current I_0 (A)');" ] }, { @@ -4770,19 +4721,9 @@ "outputs": [ { "data": { + "image/png": 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TvoEh7ntKy+Lk0G3c1snKDbs4al4DUxuqow5HYiCX4v4+4EYzazOzlvBna74D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\nAElFTkSuQmCC\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4790,9 +4731,9 @@ } ], "source": [ - "resistance_shunt.plot()\n", - "plt.ylabel('Shunt resistance (ohms)')\n", - "plt.ylim(0,100)" + "resistance_shunt.plot();\n", + "plt.ylabel('Shunt resistance (ohms)');\n", + "plt.ylim(0,100);" ] }, { @@ -4804,19 +4745,9 @@ "outputs": [ { "data": { + "image/png": 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4k3OnrnxJhb6aH18Ekr08fkn4uCaCivTwuteRm5Ng3hSthS/nbuH0av7jlzWs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\n3xcJBkz8JPyvGngvwWCKTM9vDMGUj5n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"text/plain": [ - "" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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B+4F/SWdQInGwavN+WtvamWVVUYciWUaj+yWdulL4E+5+HPg48K/ufiswK71h\niWS/xd4AwGWmZn65cBrdL+nSlcJfYmbFBDfseSNc156+kESyX1NLGyvDSXuGVKmZXy6cmvslXbpS\n+J8C9gKjgPfMrAY4mdaoRLLc6s0HaG5pZ5YN1KQ9clFSm/u37lVzv3Sf8xZ+d/8bgul7L3f3NuAo\n8Ol0ByaSzZasD5pn1b8vl+L03P11au6X7nOu6/gnnrFqkJmlLu9KS0QiWa6ltZ0VGxsZ0LeEkYN0\nC165eKnN/b/2kTFqPZJuca7r+F8Eztax1AfoB+SnJSKRLLd26wFONrVx7dTB+qGWS1JYkMe0sZV8\nsKae7fXHGKEDSekGnRZ+dx+ZumxmZcB/A/4A+Gp6wxLJXks0ml+60azaKj5YU8+S9ftU+KVbdGWu\n/gIz+0NgPTAMmOnuf572yESyUGtbO8s2NFDRu4jRQzTjmly6yaMGUFSQd/qAUuRSnauPPwH8JvDX\nwBLgI+6+vqcCE8lGvuMQx0+1ctPMoeSpmV+6QXFRPlNGD2DJ+gZ2Nx5ncKUuD5VLc64+/pVAGcEd\n+RYDBakD/tx9bZpjE8k6S9ZpNL90v5lWxZL1DSxd36DCL5fsXIW/D8Hgvi928vyobo9GJIu1tydZ\nur6BPqWF1A6riDociZFpYwaQn5dgiTfw8atGRh2OZLkuD+4TkXPbsPMQR060cN20weTlqZlfuk9p\nSSETRvZj9eYDNB46SWVFr6hDkizWlZn7ADCzIjMr7fgvnUGJZKPTc/OPVzO/dL9ZtcHnaul6DfKT\nS3Oupn4AzOxTwNeBwSmrk3ThOn4zmws8Fm77hLvP62S72cB84G53/3G4bitwBGgDWtx9Trj+i8Dv\nAB2f/r9w95fPF4tIOrUng2b+spICxg/vF3U4EkMzxlXx3ZedJesb+Oic4VGHI1nsvIUf+EfgM8CC\ncMreLjGzfOAbwM0Es/wtMrPn3L3uLNvNI7jlb6okcIO7HzjL+q+6u+YSkIyxZfcRDh5t4urJgyjI\n73JDmkiX9S0rYtywCjbsOMThY02U9y6OOiTJUl35hdrv7u9fSNEPzQE2uvtWd28huNnPnWfZ7mHg\nGT48g0/VWUepOlAlo3RcYz1Lk/ZIGs2qrSIJLNvQGHUoksW6Uvh/ama/b2b9L7CPfwiwI2V5Z7ju\nNDMbQnAw8Hi4KnWK4CTwmpktNrPfPeO1HzazFWb2pJlp+LREKplMsmT9PoqL8pk0Ss38kj4zw37+\nJernl0vcygnEAAAgAElEQVTQlab+/xX+/xsp67rSx9+VG0g/Bjzq7slwwqDUM/mr3X2PmVUBr5rZ\nOnd/l+Ag4UvhNn8LfAV44Hx/qKoqvlNdxjk3yPz8tu45QsOhU1wzbTCDay78ODTT87tUyq97/9bY\nYRWs23aQXmXF9C4tSvvfi7O459eZ8xZ+d7/YDstdBFP8dhhGcNafahbwVHjXv0rgNjNrcffn3H1P\n+PcbzOynBF0H77r76ftTmtkTwPNdCaahIZ73s66q6hPb3CA78nt9wVYAJo3od8GxZkN+l0L5db9p\no/uzccchXl+wlasm16Tt7+i9y27nOqhJ5yikxcA4MxtpZkXA3cBzqRu4+2h3H+Xuowj6+R9y9+fC\n7oQ+cPrmQB8FVoXLqZ/0T3asF4nKsvWN5OclmDJ6QNShSA443dyvufvlInWlqf+iuHurmX0eeIWg\nW+BJd68zswfD5795jt0HAT8JWwIKgO+7+8/D5+aZ2XSCroQtwIPpykHkfBoPn2Rb/VEmj+pPaUna\nvk4ip9UMKGNwZRmrtxzgVHMrJUX63MmFSesnxt1fAl46Y91ZC76735/yeDMwvZPt7u3OGEUuRcfo\n6hm1mrRHes7M2ipeeH8rqzcf4LLxupJELowuOBa5BMvC0dXTx1ZGHInkkstMo/vl4qnwi1ykYydb\nWL/jMKMH96VfH02mIj1n2MDeVJaXsGJjIy2t7VGHI1lGhV/kIq3Y2Eh7Mnl6sJVIT0kkEsysreJU\ncxt12w5GHY5kGRV+kYvUcbOUGePUzC89r+OAc9kGNffLhVHhF7kITS1trNlygJoBpdQMKIs6HMlB\nY4eU07tXIcs3BC1PIl2lwi9yEdZuOUBzazszxqmZX6KRl5dg+rhKDh9vZsvuI1GHI1lEhV/kIiwN\nm1dn1KqZX6LT0c20VM39cgFU+EUuUFt7Oys27qe8dxGjavpGHY7ksEkj+1NUmMey9bpbn3SdCr/I\nBdq48zDHTrYwc1wVeQndIVqiU1SYz+RRA9h74AR79h+POhzJEir8IheoY9IUNfNLJuho7u+YRVLk\nfFT4RS5AMplk2fpGehXnM354v6jDEWHa2EryEonTs0iKnI8Kv8gF2LHvGPuPnGLqmEoK8vX1kej1\n7lVI7bByNu0+wqFjTVGHI1lAv1wiF0CT9kgm6risdPlGNffL+anwi1yAZRsaKchPMGX0gKhDETnt\ndD+/RvdLF6jwi3RRw6GT7Nh3jIkj+9OrWPdAl8xRWdGLYQN7U7ftACebWqMORzKcCr9IFy1TM79k\nsBnjKmltS7Jq8/6oQ5EMp8Iv0kVLNzSSAKaPVeGXzNNx057luqxPzkOFX6QLjpxoZsPOQ4wZUk55\n7+KowxH5FcMG9mZA3xJWbNpPa1t71OFIBlPhF+mCFRsbSSY1aY9krkQiwYxxlZxsasW3H4o6HMlg\nKvwiXdAxWnqm7sYnGWxG2Nyvm/bIuajwi5xHU3Mba7YeYEhlGdX9S6MOR6RTtcPKKSspYPmGRpLJ\nZNThSIZS4Rc5j9Vb9tPS2q5mfsl4+Xl5TB1TycGjTWzdezTqcCRDqfCLnMfSsJl/hpr5JQvMrO24\naY+a++XsVPhFzqG1rZ2Vmxrp16eYkYP6RB2OyHlNHjWAwoI8zeInnVLhFzmHDTsOcfxUKzPGVZJI\nJKIOR+S8iovymTSyP7saj1N/8ETU4UgGUuEXOYel4WQoHaOlRbLBdM3dL+egwi/SiWQyybINDZQW\nF2DDKqIOR6TLpo+tJIH6+eXsVPhFOrG9/hgHjjQxdewACvL1VZHs0besiLFDy9m48zBHjjdHHY5k\nGP2aiXSi42xJo/klG80YV0WSYNZJkVQq/CKdWLq+kYL8BJNH9Y86FJELNuP0ZX0q/PLL0npTcTOb\nCzwG5ANPuPu8TrabDcwH7nb3H4frtgJHgDagxd3nhOv7A08DI4CtwGfcXRNTS7dqOHSSnQ3HmDJ6\nAL2K0/o1EUmL6n6lDKksY/WWA5xqbqWkSJ9jCaTtjN/M8oFvAHOBicA9Zjahk+3mAS+f8VQSuMHd\nZ3QU/dCjwKvuXgu8Hi6LdKtlp0fza7Y+yV4zaitpbWtnzZYDUYciGSSdTf1zgI3uvtXdW4CngDvP\nst3DwDPA2Yafnu3C6TuA74SPvwPc1Q2xivyS5WH//vSxKvySvTrGpyzVZX2SIp2FfwiwI2V5Z7ju\nNDMbQnAw8Hi4KvWuEkngNTNbbGa/m7K+2t3rw8f1QHW3Ri0579jJFnzHIcYM7ktF7+KowxG5aCMH\n9aFfn2JWbGykta096nAkQ6Sz06crt4Z6DHjU3ZNmluCXz/Cvdvc9ZlYFvGpm69z93dSdw/26dAuq\nqqr4Trca59yg5/NbuWg7ySRcM2Noj/xtvX/ZLdPzu3rqYF54bwv7jjQz7QInosr03C5V3PPrTDoL\n/y5gWMryMIKz/lSzgKfMDKASuM3MWtz9OXffA+DuDWb2U2A28C5Qb2aD3H2vmdUA+7oSTENDPO9U\nVVXVJ7a5QTT5vbM0+JjWDk7/39b7l92yIb/xw8p5AXhz0XYG9yvp8n7ZkNulyIX8OpPOpv7FwDgz\nG2lmRcDdwHOpG7j7aHcf5e6jCPr5H3L358ys1Mz6AJhZGfBRYHW423PAfeHj+4CfpTEHyTHNLW2s\n3rKfQf1LqRlQFnU4IpesdlgFZSUFLN3QQDLZpQZSibm0FX53bwU+D7wCrAWedvc6M3vQzB48z+6D\ngHfNbDmwAHjB3X8ePvdl4BYzWw/cGC6LdIu1Ww/S3NLOjHEa1CfxUJCfx9QxlRw82sTWvfE9w5Wu\nS+uFne7+EvDSGeu+2cm296c83gxM72S7A8DN3RimyGlLO2br0015JEZm1lYyf81elm1oYFRN36jD\nkYhp5j6RUHt7khUbG+lbVsTowfpxlPiYPGoAhQV5uqxPABV+kdM27jrM0RMtTB9bSV7ibFNIiGSn\n4qJ8Jo3sz+7G4+w9cCLqcCRiKvwioY6b8szUbH0SQx/O3a9b9eY6FX4RIJlMsmx9I8WF+UwY0S/q\ncES63bSxlSQSsEzN/TlPhV8E2N14nH2HTjJldH8KC/KjDkek2/UtLaJ2aAWbdh3m8LGmqMORCKnw\ni5ByU55xGs0v8TWjtooksGyjzvpzmQq/CEG/Z14iwdSxA6IORSRtZobzU6i5P7ep8EvOO3i0iS17\njmLDKygrKYw6HJG0qazoxfCBvanbdoCTTa1RhyMRUeGXnNdxC17N1ie5YEZtFa1tSVZt3h91KBIR\nFX7JeUvD/v3pKvySAzoOcJeu12V9uUqFX3LaiVOtrNt2kOHVvaks7xV1OCJpN2xgbyrLS1i5aT8t\nre1RhyMRUOGXnLZq837a2pPM1Gh+yRGJRIKZtVWcam5j3faDUYcjEVDhl5zWMYuZmvkll8w4Pbpf\nzf25SIVfclZLaxsrNu2nqqKEYQN7Rx2OSI8ZN7SC3r0KWbahkfZkMupwpIep8EvOWrPlIE3Nbcyq\nHUhCN+WRHJKXl2D6uEoOH29m8+4jUYcjPUyFX3LWkvX7AJhl6t+X3NMxrkXN/blHhV9yUmtbO8s3\nNFLRu4hRg/tGHY5Ij5s4sh/FhfksXd9AUs39OUWFX3KS7zjE8VOtzKodSJ6a+SUHFRXmM3l0f+oP\nnmT3/hNRhyM9SIVfctJSD5o3Z6qZX3KYmvtzkwq/5Jz2ZJKl6xvo3auQ2mHlUYcjEpmpYweQn5fQ\nLH45RoVfcs6mXYc5fLyZGeMqyc/TV0ByV1lJIeOHV7B171H2Hz4VdTjSQ/SrJzlnSdjMr9H8IjBr\n/EAAFvu+iCORnqLCLzklmUyyxBvoVZzPhBH9ow5HJHIzx1WRSMDidSr8uUKFX3LK9vpj7D9yimlj\nKiks0MdfpG9ZEeOH92PT7iMcOKLm/lygXz7JKR3NmWrmF/nQZR3N/Trrzwkq/JJTlq5voKggj8mj\nBkQdikjGmFUbNPcvUj9/TlDhl5yxq+EYe/afYPLoARQX5UcdjkjG6FtWhA2rYNMuNffnAhV+yRkL\n64KzmTkTBkYciUjmmX16dL+u6Y87FX7JCclkkoV19RQV5jFtTGXU4YhknJk2UKP7c4QKv+SE7fXH\nqD94kmljKtXML3IW5WFz/8Zdh9XcH3Mq/JITFq6rB9TML3IuHaP7l6i5P9bSWvjNbK6ZrTOzDWb2\nyDm2m21mrWb2qTPW55vZMjN7PmXdF81sZ7h+mZnNTWcOkv2SySSL6vZRXJTPlNEazS/SmVm1VSTQ\n6P64K0jXC5tZPvAN4GZgF7DIzJ5z97qzbDcPeBk48/6ofwSsBfqkrEsCX3X3r6YrdomXLXuO0nj4\nFFdMqqaoUM38Ip0p713MuGEVrN9xiMZDJ6MOR9IknWf8c4CN7r7V3VuAp4A7z7Ldw8AzwC+1LZnZ\nUOB24Al+9YBAN1CXLltYFzbzj6+OOBKRzHd52B32zrJdEUci6ZLOwj8E2JGyvDNcd5qZDSE4GHg8\nXJVMefprwJ8D7Wd57YfNbIWZPWlmFd0XssRNezLJonX7KC0uYNIozc0vcj6zJ1STn5fg7aU7ow5F\n0iRtTf38chHvzGPAo+6eNLME4Zm8mX0c2Ofuy8zshjP2eRz4Uvj4b4GvAA+c7w9VVfU53yZZK865\nwaXlt2bzfg4ebeLm2cMZXFPejVF1H71/2S1u+VUBs8ZXs3DtXk60JRkxqG/UIaVN3N67rkpn4d8F\nDEtZHkZw1p9qFvCUmQFUAreZWStwOXCHmd0OlAB9zey77n6v+4ejTszsCeB5uqCh4ehFJ5LJqqr6\nxDY3uPT8Xn5vMwBTR/fLyH8nvX/ZLa75zRw3gIVr9/LSLzbz6evHRB1OWsT1vetwroOadBb+xcA4\nMxsJ7AbuBu5J3cDdR3c8NrNvA8+7+7PAs8AXwvXXA3/m7veGyzXuvifc7ZPAqjTmIFmspbWNhXX7\nqOhdxETdgleky6aPraRXcQEfrNnLJ68bTV5Cw6riJG19/O7eCnweeIVgZP7T7l5nZg+a2YMX+HKp\n3QbzzGylma0Argf+pHsilrhZsXE/J5pauXLSIPLy9MMl0lVFhflcNbWG/Uea2LjzcNThSDdL5xk/\n7v4S8NIZ677Zybb3d7L+beDtlOV7uzNGia/3V+8F4MrJgyKORCT73DBzKK8v2sH8NXupHaYx1HGi\nmfsklo6caGbV5v0Mr+7N0KreUYcjknWmjK2ivHcRi+r20dJ6tourJFup8EssLVxbT1t7kqsm10Qd\nikhWys9LcOXEQZxoamXZBk3hGycq/BJL763aS14iweUTNWmPyMW6dlpw4Pz28t0RRyLdSYVfYmfr\n3iNsqz/KtLEDKC8rijockaxVM6CM2qHl1G07yL6DJ6IOR7qJCr/EzlvLgrOT66cPOc+WInI+100f\nDMC7K/ecZ0vJFir8Eisnm1pZsLaeAX1LmKwpekUu2WU2kNLiAn6xcg+tbRrkFwcq/BIrH6ytp6ml\njeumD9a1+yLdoKgwnysnDeLw8WZWbNwfdTjSDVT4JTaSySRvLt1Ffl6Ca6dqNL9Id7lhRtDc//qS\nHefZUrKBCr/ExtptB9nZcIxZVkVF7+KowxGJjSFVvZk0sh/rth9i2974zm+fK1T4JTZeWbgdgFvn\nDI84EpH4uWV28L36+SKd9Wc7FX6JhZ0Nx1i9+QC1wyoYVRPf24iKRGXy6P7UDChlYV09B482RR2O\nXAIVfomFF+dvA+DWOcPOs6WIXIy8RIJb5wynrT3Jix9sizocuQQq/JL1djYcY8HaeoYP7M20sZVR\nhyMSW1dNHkRleQlvL9/F/sOnog5HLpIKv2S9n76zmSTovuEiaVaQn8ed14yitS3J8+9vjTocuUgq\n/JLVVmxsZNmGRsYM6cvUMQOiDkck9q6cNIiaAaX8YuUettdrhH82UuGXrHXkeDPffrGOgvwEv/lR\nI6GzfZG0y8tLcM9N42hPJvnuK057Mhl1SHKBVPglKyWTSb79Yh1HTrTw6evHMLy6T9QhieSMyaMH\nMGfCQDbvPsKrurwv66jwS1Z6a/luVmzaz4QR/bhltkbyi/S0e26upW9ZEc+8tYlNuw5HHY5cABV+\nyTp79h/n6dc3UFZSwAMfm6ABfSIRKC8r4sFPTKQ9meTxZ1dz7GRL1CFJF6nwS1Zpb0/yr8+vpbm1\nnfvmjqd/35KoQxLJWRNG9ufOq0dx4EgTT7ywlqT6+7OCCr9klXdW7Gbr3qNcMamay8YPjDockZz3\n8atGMnFkP1Zu2s+idfuiDke6QIVfskYymeS1JTspyE9w90fGRh2OiBCM8v/NW40E8PqSnVGHI12g\nwi9Zo+HwKXY3HmfK6AGU6+57Ihmjul8p44ZVsHHnYQ4f0zz+ma4g6gB6wg9/7pw4/qsfxnP1Rl1M\nX9W5djn3q3X+7PnCKC0t4sSJ5guI48KDPGcIF/m3uvrP26tXESdPBvk1HDoJgA2r6NrOItJjpo+t\nZP2OQzz9xkYGDSiNOpzzKisr5vhZ6kJcPHDX1E6fy4nC/4NX1kUdgnSjiSP7Rx2CiJxh2tgB/Meb\nG/lgbX3UoQgq/Pzdg1dx+PCJsz95jkvBznWR2MVcQXaxM8uda7d+FWUcOtRZbhe0+rxPJs7x5MX9\ne5z/b1X0K+XQwQ/zKyspoLKi14X/MRFJq5oBZfzNA3M4crz5/BtngIryUg51VhdiLicK/7TaKhoa\n4jmndFVVHxoaCqMOI22qqvrQUJwfdRgi0gVDq3pDVdRRdE3w2xnPunA+GtwnIiKSQ1T4RUREcogK\nv4iISA5Jax+/mc0FHgPygSfcfV4n280G5gOfcfefpKzPBxYDO939E+G6/sDTwAhga7jPoXTmISIi\nEhdpO+MPi/Y3gLnAROAeM5vQyXbzgJf51THlfwSs5ZevFn8UeNXda4HXw2URERHpgnQ29c8BNrr7\nVndvAZ4C7jzLdg8DzwANqSvNbChwO/AEv3xAcAfwnfDxd4C7ujluERGR2Epn4R8C7EhZ3hmuO83M\nhhAcDDwerko9s/8a8OdA+xmvW+3uHTNE1APV3RWwiIhI3KWzj78rk7I+Bjzq7kkzSxCe2ZvZx4F9\n7r7MzG7obOdwv678nURVVZ+uxJyV4pwbKL9sp/yyV5xzg/jn15l0nvHvAoalLA8jOOtPNQt4ysy2\nAJ8G/n8zuxO4CrgjXP9D4EYz+264T72ZDQIwsxpA94EUERHponSe8S8GxpnZSGA3cDdwT+oG7j66\n47GZfRt43t2fBZ4FvhCuvx74M3e/N9z0OeA+ggGB9wE/S2MOIiIisZK2M353bwU+D7xCMDL/aXev\nM7MHzezBC3y51Ob8LwO3mNl64MZwWURERLogcTG3nxUREZHspJn7REREcogKv4iISA5R4RcREckh\nsSr8ZharfM6k/LJXnHMTyXRx/v5dTG5pvUlPTzCz3sD9wIvAHuCEmSXcPRajFpVf9opzbh3MrMjd\nm6OOIx3inBvkRH6x/f5dam5ZParfzG4kmO53NdAINLv7w9FG1X2UX/aKc24dzOyPgd8imHdjkbu/\nEKMf1tjmBjmRX2y/f92RW7Y3fwwGfujunwb+CrjazB6A2DTtKL/sFefcMLObCCbkuh9w4G/M7PJw\nGu2szi/OuUH88wvF+ft3ybll1T+AmQ03s5kpq8YDxwHcfR/wCPC34fKZN/fJeMove/OLc24dzKww\nZbESeNHdl7n7D4DvAv8M2ZlfnHODnMgvtt+/dOSWNYXfzP4OeA+YZ2b/aGYVwEvAQx3buPurwGIz\n+6uIwrxoyi9784tzbhAUDTP7KvCP4dkiQCtwQ8c27v5PQKGZ3R/uk/iVF8pAcc4N4p8fxPv7l67c\nsqLwm1klUAuMBT5D8MH9a3d/D6gzs79P2fxbQPUZR7gZTfllb35xzg1ONx3+X4KzxKXAX5jZg+7+\nY2CgmX0uZfO/BP4LBHfO7PFgL1Ccc4P45wfx/v6lM7esKPxAC3AFUOXuB4EfAZjZbwL/FficmV0X\nbmvALndviSTSi6P8sje/OOcGUA5MBR509+8CXwGmW3DzrD8A/t7MisNtdxP8IOVnST9qnHOD+OcH\n8f7+pS23jHyDO5qawg9hwt0PEyTdcYS6CpgPXAnUA38D/LqZvRNus6jno+465Ze9+eVCbinLeeEP\nzjaCgWAQNDsuBj7r7m8BPwe+bma/RtDX2Nvd2zKtHzXOuUH88+uQC9+/nsgtowq/mf2emU0H+gCE\nH8KOZqd3gVozmxLe+W8zwejG3u7+LeBPgHnuPtXdX4si/vNRftmbX5xzS3H69yAsHO3h2d+zwCwz\nG+juR4CVQKuZjQL+O/ACwSjxNe7+e1EE3gVxzg1inl+cv39R5JYR1/Gb2STg+8DO8L8Sd/+t8Lnv\nAV8naIq6Dxjj7h2XLrwL/K67r4si7q5SftmbX5xz62Bmvw78N4Ifmfnu/nS4/hPABuAE8IdAg7vP\nC5+bD/yJu38QLhdmYhNqnHODnMgvtt+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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -4824,8 +4755,8 @@ } ], "source": [ - "nNsVth.plot()\n", - "plt.ylabel('nNsVth')" + "nNsVth.plot();\n", + "plt.ylabel('nNsVth');" ] }, { @@ -4843,14 +4774,15 @@ }, "outputs": [], "source": [ - "pvsystem = reload(pvsystem)" + "# pvsystem = reload(pvsystem)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { - "collapsed": false + "collapsed": false, + "scrolled": true }, "outputs": [ { @@ -5573,19 +5505,9 @@ "outputs": [ { "data": { + "image/png": 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Fh2ZWl1CQl8XWuiZSqZTrcsTnFOSS0QaXnS2eoSAX/4hFoyyaUUHrmV4ON3S4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\nmsFPmN+21m51VeuVCHN/Ye4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"text/plain": [ - "" - ] - }, - "execution_count": 39, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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EteSs+EFFcS6Ty/LYe7SFvoEh13EkANTcRc7T0zfI/mOtTJuYT0lhtus4IoA3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\na2086LVBuOsLc20jhPa9l3B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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -5593,7 +5515,7 @@ } ], "source": [ - "single_diode_out['i_sc'].plot()" + "single_diode_out['i_sc'].plot();" ] }, { @@ -5605,19 +5527,9 @@ "outputs": [ { "data": { + "image/png": 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"text/plain": [ - "" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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S+jHFPrlXjVcbJlJKqbNp9ZUfKK2fm/7+Nb2+zihOobmR4rQnKM55/hVwHLAc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\n1DCGuyRJDfP/AdFVcLyKKcxXAAAAAElFTkSuQmCC\n", - "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -5625,7 +5537,7 @@ } ], "source": [ - "single_diode_out['v_oc'].plot()" + "single_diode_out['v_oc'].plot();" ] }, { @@ -5637,19 +5549,9 @@ "outputs": [ { "data": { + "image/png": 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fgA1rZsa1pmTpb7Kov8RZMa+CrXtOMpqWRlVZflx+ZjL1F29B7u1CEj3ZrRJ4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\nDDwPLAM+ZK39LWNMJrAGuBv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"text/plain": [ - "" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -5657,17 +5559,102 @@ } ], "source": [ - "single_diode_out['p_mp'].plot()" + "single_diode_out['p_mp'].plot();" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": { "collapsed": true }, - "outputs": [], - "source": [] + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } + ] + }, + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:14:27 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:14:27 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:14:27 2015 South Africa Standard Time" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] } ], "metadata": { @@ -5686,7 +5673,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.10" + "version": "2.7.8" } }, "nbformat": 4, diff --git a/docs/tutorials/solarposition.ipynb b/docs/tutorials/solarposition.ipynb index 94d360d947..f78472bdd7 100644 --- a/docs/tutorials/solarposition.ipynb +++ b/docs/tutorials/solarposition.ipynb @@ -1,389 +1,559 @@ { - "metadata": { - "name": "", - "signature": "sha256:fc07cc967cc55b08a29e80dc4e90777dbbd857cd9fd9dbeb9ead6909b684e4ca" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# built in python modules\n", + "import datetime\n", + "import logging\n", + "import os\n", + "import inspect\n", + "\n", + "# python add-ons\n", + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import pvlib\n", + "from pvlib.location import Location" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n", + "Golden: latitude=39.742476, longitude=-105.1786, tz=America/Denver, altitude=1830\n", + "Golden MST: latitude=39.742476, longitude=-105.1786, tz=MST, altitude=1830\n" + ] + } + ], + "source": [ + "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", + "print(tus)\n", + "golden = Location(39.742476, -105.1786, 'America/Denver', 1830, 'Golden')\n", + "print(golden)\n", + "golden_mst = Location(39.742476, -105.1786, 'MST', 1830, 'Golden MST')\n", + "print(golden_mst)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "times = pd.date_range(start=datetime.datetime(2014,6,23), end=datetime.datetime(2014,6,24), freq='1Min')\n", + "times_loc = times.tz_localize(tus.pytz)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "DatetimeIndex(['2014-06-23 00:00:00', '2014-06-23 00:01:00',\n", + " '2014-06-23 00:02:00', '2014-06-23 00:03:00',\n", + " '2014-06-23 00:04:00', '2014-06-23 00:05:00',\n", + " '2014-06-23 00:06:00', '2014-06-23 00:07:00',\n", + " '2014-06-23 00:08:00', '2014-06-23 00:09:00', \n", + " ...\n", + " '2014-06-23 23:51:00', '2014-06-23 23:52:00',\n", + " '2014-06-23 23:53:00', '2014-06-23 23:54:00',\n", + " '2014-06-23 23:55:00', '2014-06-23 23:56:00',\n", + " '2014-06-23 23:57:00', '2014-06-23 23:58:00',\n", + " '2014-06-23 23:59:00', '2014-06-24 00:00:00'],\n", + " dtype='datetime64[ns]', length=1441, freq='T', tz=None)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "times" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 07:00:00+00:00 124.028890\n", + "2014-06-23 23:40:00+00:00 55.981621\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n" + ] + } + ], + "source": [ + "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", + "# 20150621-cjw spaout = pvlib.solarposition.spa(times, tus)\n", + "spaout = pvlib.solarposition.spa_python(times, tus)\n" + ] + }, { - "cells": [ + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 07:00:00+00:00 124.028890\n", + "2014-06-23 23:40:00+00:00 55.981621\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + "pyephem\n", + " apparent_elevation apparent_azimuth elevation \\\n", + "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", + "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", + "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", + "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", + "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", "\n", - "# built in python modules\n", - "import datetime\n", - "import logging\n", - "import os\n", - "import inspect\n", + " azimuth apparent_zenith zenith \n", + "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", + "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", + "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", + "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", + "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", + "spa\n", + " apparent_elevation apparent_zenith azimuth \\\n", + "2014-06-23 00:00:00-07:00 -34.028842 124.028842 352.757345 \n", + "2014-06-23 00:01:00-07:00 -34.055013 124.055013 353.032330 \n", + "2014-06-23 00:02:00-07:00 -34.080176 124.080176 353.307536 \n", + "2014-06-23 00:03:00-07:00 -34.104329 124.104329 353.582953 \n", + "2014-06-23 00:04:00-07:00 -34.127472 124.127472 353.858574 \n", "\n", - "# python add-ons\n", - "import numpy as np\n", - "import pandas as pd" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 1 + " elevation equation_of_time zenith \n", + "2014-06-23 00:00:00-07:00 -34.028842 -2.150130 124.028842 \n", + "2014-06-23 00:01:00-07:00 -34.055013 -2.150281 124.055013 \n", + "2014-06-23 00:02:00-07:00 -34.080176 -2.150431 124.080176 \n", + "2014-06-23 00:03:00-07:00 -34.104329 -2.150582 124.104329 \n", + "2014-06-23 00:04:00-07:00 -34.127472 -2.150733 124.127472 \n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "import pvlib\n", - "from pvlib.location import Location" - ], - "language": "python", + "data": { + "image/png": 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YNdMnqY4jPJAUuRCVoLAgn8xPZ+JdZudE1440b95GdSThIAaDgY7DR5MebCbu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\nJM0g6uznyeW9tj/TuG448EHCfTSRLHVys467DUl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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [], - "prompt_number": 2 - }, + "output_type": "display_data" + } + ], + "source": [ + "reload(pvlib.solarposition)\n", + "pyephemout = pvlib.solarposition.pyephem(times_loc, tus)\n", + "# 20150621-cjw spaout = pvlib.solarposition.spa(times_loc, tus)\n", + "spaout = pvlib.solarposition.spa_python(times_loc, tus)\n", + "\n", + "pyephemout['elevation'].plot(label='pyephem');\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent');\n", + "spaout['elevation'].plot(label='spa');\n", + "plt.legend(ncol=2);\n", + "plt.title('elevation');\n", + "\n", + "print('pyephem')\n", + "print(pyephemout.head())\n", + "print('spa')\n", + "print(spaout.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", - "print(tus)\n", - "golden = Location(39.742476, -105.1786, 'America/Denver', 1830, 'Golden')\n", - "print(golden)\n", - "golden_mst = Location(39.742476, -105.1786, 'MST', 1830, 'Golden MST')\n", - "print(golden_mst)" - ], - "language": "python", + "data": { + "image/png": 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vsB1JEoiKXOQXvDDnfXKS9pISqM5tnS6xHUfiVJmSKQxp9BsiYTdT93zEpv17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\noHPdhrjdv+4YbSpy8pe8l+/axrwt37E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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "Tucson: latitude=32.2, longitude=-111, tz=US/Arizona, altitude=700\n", - "Golden: latitude=39.742476, longitude=-105.1786, tz=America/Denver, altitude=1830\n", - "Golden MST: latitude=39.742476, longitude=-105.1786, tz=MST, altitude=1830\n" - ] - } - ], - "prompt_number": 3 + "output_type": "display_data" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "times = pd.date_range(start=datetime.datetime(2014,6,23), end=datetime.datetime(2014,6,24), freq='1Min')\n", - "times_loc = times.tz_localize(tus.pytz)" - ], - "language": "python", + "data": { + "image/png": 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bqF6m7AXv5/Z6eX/eTyz9Yx7Y3ER7KvNyz/soGyOv1YW4RFpBC1TskUcCaflfn8zPsF7X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\nfrel80v94WTZ2hSULxm3NiRVpFh3bWT3lpTbXln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sfL79W9Yc32h0LCGEgbLsOby2egq57hzch1WGd7yGvh1qS4l7mRS5uGSVIoN5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\nMn+dfEchz82Zzl7POhRHKA80v5c2tWT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TgI2BsxVDWCYCuxLPborNBq+su+OACYohHzcA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\n", + "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 5, - "text": [ - "\n", - "[2014-06-23 00:00:00, ..., 2014-06-24 00:00:00]\n", - "Length: 1441, Freq: T, Timezone: None" - ] - } - ], - "prompt_number": 5 + "output_type": "display_data" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", - "spaout = pvlib.solarposition.spa(times, tus)" - ], - "language": "python", + "data": { + "image/png": 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hw4skEnDJ4IvokJ2d7pJEMpYHg1wH10Vau+lzXiEeqqFH3HD8wGHpLkcko2nU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\nA5IAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [], - "prompt_number": 6 - }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure();\n", + "pyephemout['elevation'].plot(label='pyephem');\n", + "spaout['elevation'].plot(label='spa');\n", + "(pyephemout['elevation'] - spaout['elevation']).plot(label='diff');\n", + "plt.legend(ncol=3);\n", + "plt.title('elevation');\n", + "\n", + "plt.figure();\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent');\n", + "spaout['elevation'].plot(label='spa');\n", + "(pyephemout['apparent_elevation'] - spaout['elevation']).plot(label='diff');\n", + "plt.legend(ncol=3);\n", + "plt.title('elevation');\n", + "\n", + "plt.figure();\n", + "pyephemout['apparent_zenith'].plot(label='pyephem apparent');\n", + "spaout['zenith'].plot(label='spa');\n", + "(pyephemout['apparent_zenith'] - spaout['zenith']).plot(label='diff');\n", + "plt.legend(ncol=3);\n", + "plt.title('zenith');\n", + "\n", + "plt.figure();\n", + "pyephemout['apparent_azimuth'].plot(label='pyephem apparent');\n", + "spaout['azimuth'].plot(label='spa');\n", + "(pyephemout['apparent_azimuth'] - spaout['azimuth']).plot(label='diff');\n", + "plt.legend(ncol=3);\n", + "plt.title('azimuth');" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvlib.solarposition)\n", - "pyephemout = pvlib.solarposition.pyephem(times_loc, tus)\n", - "spaout = pvlib.solarposition.spa(times_loc, tus)\n", + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 07:00:00+00:00 124.028890\n", + "2014-06-23 23:40:00+00:00 55.981621\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + "pyephem\n", + " apparent_elevation apparent_azimuth elevation \\\n", + "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", + "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", + "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", + "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", + "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", "\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", - "plt.legend(ncol=2)\n", - "plt.title('elevation')\n", + " azimuth apparent_zenith zenith \n", + "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", + "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", + "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", + "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", + "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", + "spa\n", + " apparent_elevation apparent_zenith azimuth \\\n", + "2014-06-23 00:00:00-07:00 -34.028842 124.028842 352.757345 \n", + "2014-06-23 00:01:00-07:00 -34.055013 124.055013 353.032330 \n", + "2014-06-23 00:02:00-07:00 -34.080176 124.080176 353.307536 \n", + "2014-06-23 00:03:00-07:00 -34.104329 124.104329 353.582953 \n", + "2014-06-23 00:04:00-07:00 -34.127472 124.127472 353.858574 \n", "\n", - "print('pyephem')\n", - "print(pyephemout.head())\n", - "print('spa')\n", - "print(spaout.head())" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "pyephem\n", - " apparent_elevation apparent_azimuth elevation \\\n", - "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", - "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", - "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", - "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", - "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", - "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", - "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", - "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", - "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", - "spa\n", - " zenith azimuth elevation\n", - "2014-06-23 00:00:00-07:00 124.028842 352.757345 -34.028842\n", - "2014-06-23 00:01:00-07:00 124.055013 353.032330 -34.055013\n", - "2014-06-23 00:02:00-07:00 124.080176 353.307536 -34.080176\n", - "2014-06-23 00:03:00-07:00 124.104329 353.582953 -34.104329\n", - "2014-06-23 00:04:00-07:00 124.127472 353.858574 -34.127472\n" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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+GJ0heO0qjsceVR1JiEuk3IVQYNUnH1Dt/EXiwirR+elXVccR/9Ftt9/Fybtu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\nFf5wuQc41MwOM7OtcaexsvQ9GXYOhdVXZG1lFLb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- "text": [ - "" - ] - } - ], - "prompt_number": 7 + " elevation equation_of_time zenith \n", + "2014-06-23 00:00:00-07:00 -34.028842 -2.150130 124.028842 \n", + "2014-06-23 00:01:00-07:00 -34.055013 -2.150281 124.055013 \n", + "2014-06-23 00:02:00-07:00 -34.080176 -2.150431 124.080176 \n", + "2014-06-23 00:03:00-07:00 -34.104329 -2.150582 124.104329 \n", + "2014-06-23 00:04:00-07:00 -34.127472 -2.150733 124.127472 \n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "plt.figure()\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "spaout['elevation'].plot(label='spa')\n", - "(pyephemout['elevation'] - spaout['elevation']).plot(label='diff')\n", - "plt.legend(ncol=3)\n", - "plt.title('elevation')\n", - "\n", - "plt.figure()\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", - "(pyephemout['apparent_elevation'] - spaout['elevation']).plot(label='diff')\n", - "plt.legend(ncol=3)\n", - "plt.title('elevation')\n", - "\n", - "plt.figure()\n", - "pyephemout['apparent_zenith'].plot(label='pyephem apparent')\n", - "spaout['zenith'].plot(label='spa')\n", - "(pyephemout['apparent_zenith'] - spaout['zenith']).plot(label='diff')\n", - "plt.legend(ncol=3)\n", - "plt.title('zenith')\n", - "\n", - "plt.figure()\n", - "pyephemout['apparent_azimuth'].plot(label='pyephem apparent')\n", - "spaout['azimuth'].plot(label='spa')\n", - "(pyephemout['apparent_azimuth'] - spaout['azimuth']).plot(label='diff')\n", - "plt.legend(ncol=3)\n", - "plt.title('azimuth')" - ], - "language": "python", + "data": { + "image/png": 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VlBSz4u1XiD98iiJvI6d696DPjXcAF/f/w553P8rxa3qS8P5UopOz2fnMCIIfeozGTVtW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\n9HluIofbtcSvxEbol1+x6OPpLnEpVCl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i9t6PQbO4ru6NXFalmupIIkjYbDYmdB+H5ovmYGALi3Ynqo4kwpzyctd1vS4w\nCPgA0AofHgpML7w9HZBziERQM02T19ZMx3Ll0sDWgYEtO6mOJIJMtbiKjGx6K1gaXx35gqPpp1VH\nEmFMebkDbwCPAWaRx2oYhpFSeDsFqFHuqYS4CFM3LOSM8zAuTwIP97xFdRwRpHo0aknr6O7g9PDG\n+g/xBwKqI4kw5VC5cF3XhwAnDcNI1HW9z7mmMQzD0nXdOtdzv5aQEFea8YJOOI8vlMe2eu9utuas\nRDNdPNv/PurU+u1pb6E8vpKQ8ZXcX4eO5J6PD5HlPsp7G+bz9+tvL7V5/17h/PsL57Gdj2ZZJerN\nMqHr+kvAGMAPRAEVgS+ALkAfwzBO6LpeC1hmGEbzC8zOSk3NKtO8KiUkxBGu4wvlsWXkZvPMytcx\nXTkMrHYL17X97WlvoTy+kpDxXbyTWZn8Y+2/MB153Fz7Nq5u0a5U538xwvn3F85jA0hIiNOKe07p\nZnnDMJ4yDKOeYRgNgRHAUsMwxgDzgbGFk40FvlSVUYjiWJbFxNUzMF051LXanbPYhTiX6nGVGN54\nGKDxxeHPSc5IVx1JhJlg2Ode1C+bEV4B+uu6vhfoW3hfiKAyfdP3ZDiScHqq8ufew1XHESGmV5PW\ntHRfDs58/rVO9r+L0qV0n3tRhmGsAFYU3k4D+qlNJETxth45wMYzy9FMJw90Govb4VQdSYSg+7pf\nzxOLDpHrPs47q7/iod43qY4kwkSwrbkLEfTO5OUybfcsNJtJv+pDaFK9pupIIkTZbXYe7T4OfG4M\n/waWGztURxJhQspdiItgWRavrZ6B6cymltmGG9tfoTqSCHE1K8YzrOEwwOLTpM84cSZDdSQRBqTc\nhbgIs7b8wGn7QRz5VZjQ61bVcUSY6NOsLbqrKzjzeH3NdAKmeeEXCXEeUu5ClND25J9Zm7EEy+/k\n/o63E+VyqY4kwsgfe9xItLcmue5jTFrzteo4IsRJuQtRAtmePD7Y8RGazaRP1UHoNWurjiTCjMNm\n58/dxoLfzW7PWlbu2606kghhUu5CXIBlWUxcNZOAM4vq/lYM79RDdSQRpmpXrsqN9W8CzeKTA59w\n8kym6kgiREm5C3EBcxKXcsq2H3t+PBN6j1AdR4S5fnoHmjg6Y7lyeW3NDNn/Ln4XKXchzmNHchKr\n0xZj+R38of0YYt1u1ZFEBPhTz5uJ8lYnx32E/679VnUcEYKk3IUoRrYnj8nbC/az9656LS1r11Ud\nSUQIh81HqXF6AAAgAElEQVTOI5ePA7+LnfmrWXPgJ9WRRIiRcheiGK+t+oiA6wzV/S24tVNP1XFE\nhKkbX42h9W5Es1nM2TeXU1nh+wUoovRJuQtxDnO2LCPVtg+7pzKP9R6lOo6IUANadKKhvQOWK6fg\n4kmy/12UkJS7EL+yM/kQq9IWYQUc3NtuDDGyn10o9FCPYbi91chyH2LyuoWq44gQIeUuRBHZ+fm8\nv/0jNHuA3lUH0qp2PdWRRIRzOhw81HUc+J1sy1vJ+oN7VUcSIUDKXYgiCvazZ1I90JxbO/ZSHUcI\nAOpXqc7gutej2Uw+2vsxaTnZqiOJICflLkSh2ZuXkmrfi91TmQm9ZD+7CC6DWnalvq0dliubiatm\nyv53cV5S7kIA248lsTp9MVbAwX3txxDrjlIdSYjfeOTKW3F5q3LG9TNT1y9SHUcEMSl3EfHO5Ofy\nwY6ZaPYAV1UdRItasp9dBCenw8GDnceB38nW3OVsStqvOpIIUlLuIqIVXDd+BgFXFjUDrRjW8UrV\nkYQ4r0bVajCw9nVoNpPpe+aQkZOrOpIIQlLuIqLN2LyINPtBHJ4qct14ETKua92NelobLHcWE1fN\nxLIs1ZFEkJFyFxFr65H9bMhcBn4nD3S8nWiXnM8uQscjPW/F6Y0nw3WADzf8oDqOCDJS7iIiZeTm\nMG33LDSbSb/q19G0hnw/uwgtboeLBzqNhYCDTVlL2XrooOpIIohIuYuIY1kWE9d8iOnMoY7Zjhvb\nd1MdSYjfpUlCbfrXGIJmDzBt92wyc2X/uygg5S4iztSN35FhP4QzP4E/9x6uOo4Ql+SGtt2pTUtM\n9xkmrvxI9r8LQMpdRJiNh35iS/ZK8Ll4sMtYopxO1ZGEuGR/7jkSpzeedNd+pm+U/e9Cyl1EkNM5\nZ5jx0xzAYmCtG2icUF11JCFKRbTTzQMdx4HfycasJWw+JOe/RzopdxERAmaAiWumYTnzqG914rq2\nnVVHEqJUNalei2tqDik8/30W6bly/flIJuUuIsJ/188ny3EMd35NHulzs+o4QpSJ69teQT3aYbpy\nmLj6Q7n+fASTchdhb8X+HezMWwe+KB65fCwuh0N1JCHKzCO9huPyJJDpOMyUjd+pjiMUkXIXYe14\nZhqfHPwELI0bL7uFelWrqo4kRJlyO5z8qfNY8LlJzFnFuqTdqiMJBaTcRdjymwFeXzcNHB6aO7vR\nr0Vb1ZGEKBcNE6ozuPaNAMza+zEnszIUJxLlTcpdhK3/rPqMPFcKMZ66/LHn9arjCFGuBrXpSCOt\nC5Yjn9fWTSVgBlRHEuVI+c5HXdfrATOA6oAFvG8Yxn90Xa8CzAXqA0nAcMMw5OOnKJHvdm9iv38L\nNl8ME3qMxW6Tz7Ei8jzc+0Ye//4YOVHHeHvN5zzUUy7aFCmC4R3PBzxiGEYroBvwR13XWwBPAIsN\nw2gGLCm8L8QFHTx1gm+PfgmWjVHNRlCjYiXVkYRQwmG3M6H7WPDGsNe3me9/2qw6kignysvdMIwT\nhmH8WHg7G9gD1AGGAtMLJ5sO3KAmoQgleT4P/9k8DRw+Osb2oXuj5qojCaFUrcqVGdH4VizTxvwj\n80hKS1EdSZQD5eVelK7rDYAOwAaghmEYv/wrTAFqqMolQsdrK2fhc6UT723Cnd0GqI4jRFDo2bQF\n7aJ6g93Hm5umke/3qo4kypgWLF8yoOt6BWAF8LxhGF/qup5uGEZ8kefTDMOocp5ZBMdAhDLvr/yO\nH45/jd1TmUk3/5XKsbGqIwkRNEzT5L45b5Du2M9ljja8dvP9qiOJS6cV94TyA+oAdF13Ap8DMw3D\n+LLw4RRd12sahnFC1/VawMkLzSc1NassYyqVkBAXtuMrjbElHj3A4mPfgungnrZj8OWapOYGx88r\nnH93IOMLJRN6jOaZlf/iMDt4d/E3DGvfO6zG92vhPDYoGF9xlG+W13VdA6YAuw3D+HeRp+YDYwtv\njwW+/PVrhQBIz81m6q6ZaDaTvtWG0LpOPdWRhAhKlWNjuKv1GKyAg+WpC9mZnKQ6kigjyssd6AGM\nBq7SdT2x8M9A4BWgv67re4G+hfeF+B8BM8Cra6ZiOnOpE2jPLR27q44kRFBrV68+veIHgD3A+9tn\nkpGbozqSKAPKN8sbhrGa4j9k9CvPLCL0TN7wNWfsR3Hl1eDRa+QcXiFKYkTn3uxbnMQJ1y6enP8u\nz111Dza5FkRYkd+mCFkr9m9je+5a8Ebx8OVjcTuVf1YVImQ81nskzvyqnNYOyhfMhCEpdxGSjmSk\n8snBT8HSuKHeMOpXq6Y6khAhJcrl4k+dx539gplVB3aojiRKkZS7CDkev483NkwFh5cWjivp36qN\n6khChKRG1WswqvkosODjA59wNOOU6kiilEi5i5Dz+qpZeJynifM05P5eg1XHESKk3dC5K80d3cHh\n4Y0NU/EEfKojiVIg5S5CyieJyzlm7cbmqcjjvW6XL4QRohT8sed1VMhvQL7zFG+snq06jigF8s4o\nQsa2YwdZcXohVsDBXa3GEC9XoBOiVNjtNv7S83a0/IocCezis+3LVEcSl0jKXYSEtJwzfLBzJthM\n+lQZRLvL6quOJERYqRpXgfEtR2P5HSw7+T3bkg+ojiQugZS7CHoBM8A/10zFdOZQ1+zA8E5Xqo4k\nRFjq2KABveIHY2kmH+ycyencM6ojid9Jyl0EvbfWfEa2Ixl3fi0e7TNMdRwhwtqILj2oG+iA6cjl\n1TVTCJgB1ZHE7yDlLoLaN7vXsc+3BTyxPNb9DlwOuVCNEGXt0auG4c6rRbb9OG+v/Ux1HPE7SLmL\noLUn5TALjs3HCti5relIalWurDqSEBHB7XQwofsd4Ilhr3cL3+1erzqSuEhS7iIoZebnMOnHD8Ee\noGuFa+jepJnqSEJElNrxlbmt6SisgJ1vj83HSDmiOpK4CFLuIuiYlsmrq6cQcGZT3duasd36qI4k\nRETq3qQZXSr0A7ufd378kKz8PNWRRAlJuYug898N88iwHcWZW4O/9B2JpmmqIwkRscZ160uCrwUB\nZxavrJqKaZmqI4kSkHIXQWXx3k3szN0AnhgeuXws0S6n6khCRDRN0/hLn9tw5iWQYT/Ee+u/VB1J\nlICUuwga+08d48tD87ACdm6uP5z6CfJNb0IEgxi3i0cuvwO80ezKW8/3xkbVkcQFSLmLoJDtyeWt\nLVPB7qd9VF/6tmypOpIQooj61aoxvMEIrICd+YfnYaTKAXbBTMpdKGdaJq+smorfmUVVT0vuvrKf\n6khCiHPo3bwFnaL7gT3AO4lTyczPUh1JFEPKXSj38sKPSLcdxplXnSf6jpID6IQIYuN79KVafhsC\njhz+KVewC1pS7kKpb3avYduZdYUH0N1BjNulOpIQ4jw0TeMvfW/FmVOLTC2Zd9Z/ojqSOAcpd6HM\njuMHWJD8NZbfwcjGo6hfrarqSEKIEoiNcvHnbmMhvwJGfiJf7V6pOpL4FSl3ocSpnHTe3zEDSzO5\nKmEoVzaTK9AJEUouS6jCyCYjsfwOFiV/x/bj+1VHEkVIuYty5/V7+ee6yZiOPOr4OnNffzmATohQ\ndGWzpnSvMAhLM5m8Ywap2emqI4lCUu6iXFmWxb/WzSTXdoqonPpM6HuTHEAnRAi77Yoe1PV1wXTk\n8+q6yXj8XtWRBFLuopzN3raQIz4DLbcyf+l5O26XfIWrEKFM0zQmXH0j0Tn1ybWf4rU10+UStUFA\nyl2UmzWHfmTt6WVYXjd3trqdGpXjVEcSQpQCl9PBE73HoeVWITmwj2lbv1IdKeJJuYtysT/tELP3\nzcUybfSreiMdGtZVHUkIUYqqVYzlvnbjsPJj2Jq5joX71qiOFNGk3EWZO52Xzltbp2JpAZpZV3FT\nl46qIwkhykCrejUZWns4lt/B14fnsyNlr+pIEUvKXZSpPH8+r677L35bHlWyO/DA1f1VRxJClKGB\n7VvSzjEQy4L3d8zgRPZJ1ZEikpS7KDMBM8C/1k8lmzScGQ15vP/NOOzyT06IcHd3n55Uz+mKafPy\n2sbJZPtyVEeKOEH9Tqvr+kBd13/SdX2fruuPq84jSs6yLCYnfkKyNwnOVOexXqOJi5FLywoRCWw2\njccGDMWV1ow8Mnlt/WQ8ATlFrjwFbbnrum4H3gYGAi2Bkbqut1CbSpTU3D3fsCMzETMnjjvbjKJO\nNTkyXohIEhvl5LE+IyC9Nqm+ZP6zaSp+0686VsQI2nIHugL7DcNIMgzDB3wMXK84kyiBBQeXsurE\nKsz8GAbVGE7HxrVVRxJCKFC7WgXu6TCKQEYCSbkHmbxttpwDX06C+QoidYAjRe4fBS4vbuJ9b75N\nfr6vzEOpkhHlDInxHSeLBfWSMf3RdDIHMKBxVTxHj2Dm5WHm52P5fViBAJbfj+UPYAX8+KMdZGXk\nYFkWmBZggWUV3C/y5+x9fpkOLLPwjcIywaLw+cKHfh3O+vUj1nnvXmj63zxdzPzORDvJy/Nd/PJ/\ns7wLTV9CJbwgYEmvHJgZ7SI/7wL/Nkt8EcIShyu1WV1owl9+fyX7cZRi/hLPrmTz0jStYLmFfzRb\nwbpdboUocgt/f5rNdjbb/9/WwKb99vX/c9+G5rBjc7rQXAV/Cm47aREXwy21r+ezlM/YyU6+n/c2\n7TNiSv7ruQSh8r75eyU8/kixzwVzuV/UW9fJpcvKKkdQOKM6QAnFAg8AHlcUbu9/Sfrywq8J92Np\nM1UHKGMyvtCWVg7LuAx4yOnmjMskPuckWeWwTAid983fLzTL/RhQr8j9ehSsvZ9Tp/ffJe10+B6R\nWaVqbNCPb/7KL2mzYA0BTSOmUkXc1RpjrxiHLSYGe3QMtqgoNIcTzWEHhwPNbkdzOKgUH0dWjhds\nNtBA0wr+RitYs/hlDaP4tYaCtQutyGvO+vXqwQXWmH67tqqd9+5v5/fb6avEx5KWnnPO53/78otc\n/kWv/5TwM3OJP1pbxMfHkp5+nn+bv93EcSmTUaJwpTiv+PhY0tOyy3WZcI4tNZfCsgq3bJmFG7/M\ns1vEKlWKJiM957dbyM7eN89uKcMysYpsXcO0sLDANAu2xPm8mF4vlteL5fNhej2Yubn4MzPxZ2Zi\nnkgBwGhchYF3PVl64ytGKLxvlpVgLvfNQFNd1xsAycCtwMjiJo6qUQOnrbw+D5a/qIS4oB7f6gO7\nWVLpACtuqcUf2zxI4zol389eLSEOKzV4x3apYhLiyIkO8/G5w3d8sQlx5MaE7/gqJcThLaf/f7n5\nPv628FXy4jI4uX8Ld14xsEyXF+zvm2UpaA+oMwzDT8EW3u+B3cBcwzD2qE0lzmVvSjJzDswGzWRA\n3RvRL6LYhRCRIybKyd3dxkLAxZbcZSzYtVl1pLAVzGvuGIaxAFigOocoXmr2Gd5KnAIuLx2j+zC4\ndVfVkYQQQUyvWZfhWSOZe+gjvkn+glqVqtK+bkPVscJO0K65i+CX7/Py8qr3MV1Z1LHacNcVg1RH\nEkKEgN5NW9Oz8kCw+/lg14ccyzitOlLYkXIXv4tpmry4bBoe90nivPX4y1WjVEcSQoSQkZ370NjW\nBcuZx8T1k8nx5KmOFFak3MXv8uaqz0lzHMDpqcLTfe7CYbOrjiSECDEP97qZeF9jfK40Xlg+Bb8Z\nUB0pbEi5i4s2e/My9gc2ofmimXDFPcRFRauOJIQIQTabjaevGofbU50zzsNMXD5HdaSwIeUuLsqy\nvdtZnbEQAg7uanUHdStXUR1JCBHCol1unrjyHmzeOI6ynclr5Rjq0iDlLkpsV/JhPkuaC8DQurfQ\nvm4DtYGEEGGhelxFHugwHvwuEvOWM3/7RtWRQp6UuyiR5Mx0Jm2fBg4fl1fsx4AWHVVHEkKEEb1G\nHUY1GQWWxsKUeaw7aKiOFNKk3MUFZebl8Ora97BcOTTQOjC2a3/VkYQQYahHo5b0r34d2AJ8tO8j\njBPFXnFcXICUuzgvj8/HCysm43OnU8XfmEd736o6khAijN3YtgcdYvqA08PbP07heGa66kghScpd\nFMs0TV5YNo1cVzIx3tr89arx2GzyT0YIUbbuvmIQl9Ee05XDP9f9l6x8OQf+Ysk7tSjWayvmkubY\nj8MTz197343b6VQdSQgRISb0GUFlX6OCc+BXvI/P71cdKaRIuYtzen/ttxyyEtG8sTx+xb1Uio5V\nHUkIEUHsNhvPXHUnUZ6aZDuP8cKyaZimqTpWyJByF7/xWeJqfsxbAX4XD3a4i9pyLrsQQoEol5O/\n9roXhyeeU/Z9/GvFp6ojhQwpd/E/lhrbWHr6GzDtjGk6Br1GHdWRhBARLD42lseuuBfNG8vP1ha5\nyE0JSbmLs7YePsDnh+cCFkPr3EK3hrrqSEIIQd3KVXig/Z2FF7lZxidbV6mOFPSk3AUAe04cYcqe\nD8Hup0flAQxs2Ul1JCGEOKt5zbrc3mwMmmlnedo3LNy1RXWkoCblLjh0OpV3tn0ATg9t3L24rXNf\n1ZGEEOI3Lm+gc2O94YDG/OTPWH1gt+pIQUvKPcKdyEzntU3vYTnzaGzvwh96DFEdSQghitWveQeu\nSRgKNpM5B2fx49GDqiMFJSn3CJaek83La9/DdGVRx2rNwz1vVh1JCCEu6IZ23bki7hqw+5i8e5pc\npvYcpNwjVHZ+Ps+vnITfnU5Vf1OeuGq0XH1OCBEyxnS9mtauXuDw8Na2ySSdPqk6UlCRd/MI5PH5\n+Pvy9/C4U4nzXcbfrpbLygohQs99Vw6hsa0LljOP1zf9l+QMuQ79L+QdPcL4AwH+sfQDcl3JRHtr\n8uxV9+Cw21XHEkKI3+XhXjdTlzaYrixeWTeJ1Kws1ZGCgpR7BPEHAvx9yQdkOH/G5anK33rfR7TL\npTqWEEL8bjabjcf73EZ1sxkBdwYvrn6HtOxs1bGUk3KPEH4zwD+WTCXNcQCnpwp/6/VHKkZHq44l\nhBCXzGaz8XTfO6jib4TPncbzq97lTF6u6lhKSblHANM0eXHJh5x27MPhieeZnvcTH1tBdSwhhCg1\nDpudZ6++m0q+Bnjdp3huxTtkRnDBS7mHOdM0eWHpdE7aDRyeyjzd436qVqioOpYQQpQ6h72g4OO8\nl+FxpfLQ56+SHaHfBS/lHsZM0+SlZTNJse3B7q3Ik93vo3rFSqpjCSFEmXE7nDzX914qeOqR60zh\n2eXvkpWfrzpWuZNyD1OmafLP5bM4ru3C5o3jiW73U7NSvOpYQghR5qJcTp67+l7i/PXId6Xw3LJ3\nyfZEVsFLuYchvxngxaUzOMoObN44Hu96n3wnuxAiokS7XLx1y6PE+mqT7z7Bs0vfJSsvcjbRS7mH\nGX8gwPNLpnHCthu7tyKPd/sjdatUUx1LCCHKXYzbzd/73kcFX52Cgl/+Npm5kXGQnZR7GPH6fTy3\nZDKn7HsLDp7r/iB1ZY1dCBHBop0FBR/nuwyPO5XnVr5FWk74X+hGWbnruj5R1/U9uq5v03X9C13X\nKxV57kld1/fpuv6TruvXqMoYSjw+H88ueZ90x8GC89h7PkANOXhOCCGIcrr4+9X3UsnbCK/rNH9f\n9RYpZzJVxypTKtfcFwGtDMNoB+wFngTQdb0lcCvQEhgIvKvrumxhOI88r5e/LZnEGech3J4Enu31\noJzuJoQQRbgdTv7e/y6q+pvid2Xwwtq3OJJ2WnWsMqOsNA3DWGwYhll4dwNQt/D29cAcwzB8hmEk\nAfuBrgoihoT0nGz+uuQtsl1HifLW4Lk+DxAfG6s6lhBCBB2n3cHf+o2nltUK03WGf258h70pyapj\nlYlgWSMeD3xXeLs2UPTLeY8Cdco9UQg4mpHGcyv/Q747hQreejzfVy4pK4QQ5+Ow2XnqqjE0tHXA\ncmXz5o/vsfXIAdWxSp2jLGeu6/pioOY5nnrKMIyvC6d5GvAahjH7PLOySrK8hIS4iw8ZQoqOb9fR\nw/xzw1uY7hxq0pzXRtyPy+lUmO7SRNLvLhzJ+EJbOI+vuLH9c9g9vLJgLlvPLGfKT1PAeQcD2nQs\n53Rlp0zL3TCM/ud7Xtf1ccAg4OoiDx8D6hW5X7fwsQtKTQ3fIyATEuLOjm/L4QNM3fMhOD3U1zow\nofetZGbkA6F5kYaiYwtHMr7QJuMLXRca252dB+HeFMXazO/5YOcUDp9M5Ya23csx4aU534cylUfL\nDwQeA643DKNoK80HRui67tJ1vSHQFNioImMwWmJsY6oxBZwe2rh78ZerRmKzBcveFSGECC2ju/Tl\n2uo3g6WxKPVLpqxbqDpSqVDZCm8BFYDFuq4n6rr+LoBhGLuBT4DdwALgfsMwSrRZPtzN3LSEz4/M\nxtICXFnxWv7QY4jqSEIIEfKua9uV0Y1vRws42Zq3lFeXfkzANC/8wiCmWVbY9KYVrpuWTNPkrXVf\nsNezEfxObqh3M/1bhM++oXDeLAgyvlAn4wtdFzu23SeO8O62qVjOHCr5GvB0nzuJdbvLMOGlSUiI\n04p7TrbnBrlcbz5/Xfweez0b0bwx/KHVPWFV7EIIESxa1qzHM1c8hMtTjUxnEn9d9m+OZaSpjvW7\nSLkHseTMdJ5e8iaZziTc3mo8dcVDtKlTX3UsIYQIWzUqVualqx86ezW7lze8yZZDoXeqnJR7kFr/\ns8FL6/+N132ayr6GTBr2NLXlK1uFEKLMRbvcPH/NPTSxd8Fy5jFl7xQ+T1yrOtZFkXIPQjM3/cCM\nA9MwHXk0tXfl+f73UiEqSnUsIYSIGHabjUd6D6NP/BDQTJamf8lryz7GbwZURysRKfcg4vH5eP6H\nD1mftQjNtDOoxi083PsWOdVNCCEUGdahF3c2vQvNG8PP1laeXPQfTmUF/5fOSGsEiUOnU3nyh3+f\n/R72B9r+gSGt5ZL6QgihWqf6Tfhb90eI9tQi13Wc59a8wYaf96qOdV5S7kHgqx3reXXLv/G4U6no\nq8/zvR+hRc16F36hEEKIclG9YiVevuZBGmqdsFy5TD8wlffXfosZpOfDS7krlOf18uKSGSxK/QLL\nFqBDdB9e7H8flaLlW92EECLYOO0OJlx1K4Nq3IJm2tmWv4KnFr9NahBupi/Ta8uL4u08dojJ22fh\nd2dg88YxruUoOl3WWHUsIYQQFzC4VVda12zImxunk+U+ynNrX+eGy26if4v2qqOdJWvu5cwfCDBp\n9Xze3TMJvzuDqv6mvNh7ghS7EEKEkPpVE/jnNQ/T1N4Vy+FhXvJsXvxhBln5eaqjAbLmXq72nDjC\n+4lz8LpPoZkurqo6gFs69FQdSwghxO/gtDt4uPctrDnYko/3fkayaydPLf+ZW5rcRO8mbZRmk3Iv\nBx6fjw82fMeu/HVobpOKvst48PJR1K5cRXU0IYQQl6hHo5a0q/0Y/1nzGUedO5h7aCarklrxQPdh\nVI6JUZJJyr2MLdu7nXkH5xNwnUEznfSuMojhHXupjiWEEKIUVYiK5qmrx7Dc2MHnP8/juGsXT686\nQJ/q/bm5XY9yv16JlHsZOZqRxn83fkqa4wC4ICHQjPu6DaNGxUqqowkhhCgjffQ2dGnQjEnr5nHQ\nnsjy9K/ZsGgTt7e+ibZ1G5RbDin3UpaZl8OUjd+y35uI5gjg8FTmlqY30LNJS9XRhBBClINYt5sJ\nfUaw63gPpv34GXnu47z30yRq7mnB+C5DqVsOu2Sl3EtJvs/LR1uWkJi5FpweNMtF++iejO3VH5fD\nqTqeEEKIctaqVj1erfEQ83duYMnxRaQ4d/PSJoPGrvaM7zyY+NgKZbZsKfdLlJWfx6wtS9iRvRGc\n+Vg2O41tnRjfYwjxsXIxGiGEiGQ2m40b2l7BwBad+GjzDySeWcfBwBb+umY7jVztGN1xQJnsrpVy\n/52SM9L4ZPtS9uX/CA4vls1ObasV4zoNpm6VaqrjCSGECCJRThd3XTGIjNw+TN+8gL2BrRw0N/P3\nDYnUtbfgllb9aFajdqktT8r9IpimyYr9O/nh5zWk25PQbBZoDhpoHbmt6wD5vnUhhBDnVTkmhod6\n3Uxm7rXM2voDu3I2c8y+k3/v3ElsYm2urH05g1p2wem4tHqWci+BxCMHWbx/A4c9BpYrF5xg98bR\npmJHhrXrXab7TYQQQoSfSjEx3H/lUPK8A/l8+yo2n9pEriuZRafmsWjJd9R2NKN3g05c0VDHbrNf\n9Pyl3M8hKz+PFft38GPKHlJ8hzBd2QBYdjvx/kb0rX8FVzVtI9+zLoQQ4pJEu1yM7nw1o7maTUn7\nWbBvFSm2fSRrO5hzaAcf74+iuq0hbavr9GrShiqxcSWab9iU++aDB0hwVyTGFXVRrzudnc3+1GT2\nnjrCz5mHSfOdwOvMKNzkXlDoFb316Fi9Hde27EJcVHQZjUAIIUQk69KgCV0aNCHP52HxnkQ2Ht9G\nunaYFPseFp/ew6JTX+L0xlPVUYv6leowYfBNxc4rbMr91U2vYVmg+aNwmrE4NTcuWxRuzQWaBoBl\nmXhNLx4rH5+Vj9+eAw7v/8/EBpZTw+mrTC33ZXSq1YIrG7cm2uVSNCohhBCRJtrpZmjbbgxt2w2v\n38fag3vYfGwPxzyH8DhPk2JLJyV79/+1d+ZRVlVXHv6qGATEKYoT6hJFNqDSqFkOSccQTUSNSowx\nmmgbh04UjYY4oKIZJRqCxjl2G8VeajTGNt10VOxoJ40a0SjtPPyI7ZAGxwgmikgxVP+xz5NrrRKK\n4lW9e0/tb61a6917z6nav7rv3H3POfvsA/QA574JxtstC2hpfoeWvvNZ0tTKe+0VTFMXrcub6bW0\nP/1aNmLd3uuzyYBBjNxkCDtvuc1q9/6DIAiCoCvo27sPY4aNYsywUQC817KYx+e9wFOvvbjSetk4\n98sPm8Cbb74DeFT7O4sXMX/hu7y9aCGtra00NzVBUzMb9F+bDddeh4H9woEHQRAE1WJA37XYY8gI\n9hgyYqXlsnHuRZqbm1mv/9qs1z+SyARBEAQ9jwj3DoIgCILMCOceBEEQBJkRzj0IgiAIMiOcexAE\nQU9fe0wAAA6kSURBVBBkRsMD6szsNGAqsJGk+enc2cCxwDLgFEm/baCJQRAEQVApGtpzN7Mtgc8B\nLxfOjQQOA0YC+wI/M7MYYQiCIAiCDtJop/lTYGKbc+OAmyUtkfQS8Dywa3cbFgRBEARVpWHO3czG\nAXMlPdHm0ubA3MLxXGBwtxkWBEEQBBWnS+fczexuYNN2Lp0DnA3sUzjXtJJf1dqBP9c0aFDHdsup\nKjnry1kbhL6qE/qqS87aVkaXOndJn2vvvJntAAwBHjczgC2A2Wa2GzAP2LJQfIt0LgiCIAiCDtDU\n2tqRTnHXYmYvArtImp8C6m7C59kHA/cAQyU13tAgCIIgqACNDqir8YHjlvQM8CvgGWAGcGI49iAI\ngiDoOKXouQdBEARBUD/K0nMPgiAIgqBOhHMPgiAIgswI5x4EQRAEmVE55557KtrQV21y1xcEZSX3\ntre6+hq+cUxHMLOBwDHAncCrwHtm1pRLFH3oqzY9QF9fSS2NtqOryFlfztqgR7S9TusrfbS8me0F\nXAU8BfwFaJF0cmOtqh+hr9r0AH0TgKOB6cDDkm7P7OGZrb6ctUGPaHtrpK8Kwxib4xvJHAJ8B/ik\nmR0H2QzDhL5qk60+M9sb+ArecxDwAzPbTVJr1bVB3vpy1lYg27aXWCN9pfsHmNlWZrZz4dRwYCGA\npDeAM4Hz0vHy7rdwzQh9oa/MmFmfwuFGwJ2SHpV0E3A98E9QTW2Qt76ctUGPaHt11Vcq525mk4E/\nAFPMbKqZrY9nqRtfKyPpbuARM/tOg8zsNKEv9JUVM+tjZj8FpqZeH8BSYEytjKRLgT5mdkyqs7LN\nnkpFzvpy1lYj57YHXaOvNM7dzDYChgFDgS/jX87vSfoD8KyZnV8oPg3YpM2baqkJfaGvrKQhvivx\n3t7/AGeb2fGSbgM2NrMjCsXPBb4EUJW525z15aytRs5tD7pOX2mcO7AE2B0YJGkBnl8eM/sH4BvA\nEWa2ZyprwDxJSxpiaecIfaGvrKwHjAKOl3Q9cBEw2sw+DZwEnG9ma6Wyr+APnF4VmtfMWV/O2mrk\n3Pagi/Q17AbXhoXSF61J0l9xUbU3zSeBWcAewOvAD4Cvmtm9qczD3W91xwl9oa/7rV41bYdjzaw5\nPVBexoOvwIcHHwEOl/TfwG+By8zsUHzeb6CkZWWc18xZX87aiuTa9mp0l75ud+5mdoKZjQbWAUhf\ntNoQ0X3AMDPbUdJS4AU8YnCgpGnAt4EpkkZJuqe7be8IoS/0lVkfhTafnMPy1IubDuxiZhtL+hvw\nBLDUzIYAE4Hb8ejrpyWd0AjDO0jO+nLWln3b62593bbO3cy2B34BzE0//SQdna7dAFyGDxt9DdhW\nUi3k/z7g65Ke6xZDO0noC32NsLujmNlXgdPwh8gsSbek8wcCfwLeA04B3pQ0JV2bBXxb0oPpuE9Z\nhztz1pezNugRba8h+rqz574x/sU8ADgd2MjMpqZrEyU9LGkecC2wnZldbWYP4Vl5Xu1GOztL6At9\npcTMRuDO4VTgv4ATk8MAWB9owh8utwMHmdnBZjYUdxpLa7+nxM4hW305ayuQbdtLNERfl/XczUP5\nhwGPSlpiZicAIyWdkq4PAR4Ftpc0rzbMlK4NAkYDm6UgkdIR+kIf5dZXtHcM8MWCtv2AayQNbqfe\nQcDBwCeASyRd1X1Wd5yc9eWsDXpE2yuFvi5x7mb2DWAyPvH/F+CcdOkRXNBbqdzFwMckfS0d/yNw\nl6S5dTeqjoS+0Nf9VnccM/sesAnwe0m3mtkuuEPYqVDmLuAxSWcVztXmcdcClqikQVc568tZG/SI\ntlcafXUfljez/niU36ckfR74M3A28A5wE3B1ofgNQK/0pgOwGF8WUFpCX+jrRnNXGzM7F++53QWc\nbGanS5oNvGKeKKPGGcCeZrZeqvdj4HAASYtL7Byy1ZezNugRba9U+uru3CUtwgVunE7dALyFZ9qZ\nCPyd+bIMgG2BBZLeTnVvkPR6vW2qJ6Ev9HWzyR3GzHoDnwLOkPQfeD7qzc0TmYwHxpvZFqn4fDyq\nusb58jSlpSVnfTlrq5Fz24Py6aubc7cPJ0aYBowDkDQHeADYGtgQOBnY28zuwfPkPlQvG7oSM+ud\nm770QKl9zv3+5a6vt3wJzdP4sifwNc8PAHsDC4BLgAvNA7LOAQbjgVfIl1CVlpz15awNfMog87ZX\nymdLp527mR1lZp+uDSvow4kR7gfWN7PPpuM5+NvMBpJm4CKnArtIurHz5ncdZna0mX3ezLYCkLQ0\nM30TgJvNbBRkef+ONLNP1oYuM9TXr/C5V3IO4EO6g81s+3TuSbyntyNwPvAvwD7AcjzRSSmHOs3s\n42a2Tu04J31mtpmZ9Uqfe+ekDcDMrHgsaXlmba8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Wft6yQnUkIf5Cyl0IBTxeDyNXjgeLgzrW60iqXV91JHGZSkdGMLDuPfg8Jn4/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\nl6uYWZGZ/QoYF/X6ALYBQ9JlJN0LFJnZFVGdnW3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6NymP60gtQjOqkpB+nE83TyHDmak6lhDCD3m8Hmbuns3mU9uIoBSOvY3ocEtF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\nvUuBVSR9J73+Z+BeSW/UvFE1FPkiX9e3uv3M7Af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rdwG74o8PG2PWEiva0PhQ9quAZ621YaDYGLMRGA98dLIxqN8u4l4Hq6v5/cIX\n2BZZiScjSttQLtcXXqGeuqSthF9zN8b0BUYTK9RnAbcZY74JLAHusNbuB3L5bCEv5dMvAyIiR32w\nYTXPb/o70WAV3vo2XJBzMV8acYbTYYk4KqHFPX5K/h/Av8d78I8AP4o3/xj4NXBzEy8/Zuc7Ozur\nyTaPx9NseypI9fib4+bcQPm1hppwmJ+89hS2ZhEEYEBgDHdf8XU6tm3b4u+ln1/qcnNuzUlYcTfG\nBIB/Ak9Za18CsNaWN2j/M/BK/Ol2IL/By/Pi25pVUXGo8Yaoh2g02nR7CsjOzkrp+Jvj5txA+bWG\nHfv38quFj1GbUYG3rg1f7vdlzh00glBlPRWVLRuLfn6py825QfNfXBI1Wt4DPAassdb+b4PtPa21\nO+NPpwJF8cezgGeMMQ8SOx1fACxKRKwiktwWF2/gSfsU0YxqOoR7859n3UjX9u2dDkskqSSq534W\nMA1YaYxZFt92D3C9MWYUsVPuW4BvA1hr1xhjngfWAHXArdZajYkTSXNvrvmEWdv/gSdQT4F/PLdP\nvlrz1UUakajR8vOJrd78eW8085oZwIyWi0LfDURS2T+Xz+fd3a+Ax8P5Xb/E1SPPdDokkaSlFepE\nJOn9Y9l83ts7C6I+rs6/jgsGj3I6JJGkpuIuIkntzTVLeW/PKxD18bX+3+DsAYVOhySS9HSxSkSS\n1kdbLLO2/x3wMDX/OhV2keOk4i4iSWnH/r08tf4Z8NZzfrcrmKJT8SLHLU2Ke2Mr3IpIsqqtC/Or\nhY8TDVRjAhP48qiznA5JJKWkSXEXkVTy0AfPU5tRTlaoN7edPdXpcERSjoq7iCSV99evZFt0BZ5Q\nO+6ceJPmsYuchLT41HiAqEfz3EWS3b7KSv65+QUArh3wFTq3a+dwRCKpSVPhRCRp/G7hP4gGq+jr\nGcWkgqFOhyOSstKi5y4iye+TbZvY4VmNN9SO2876itPhiKS09CnuOisvkrQikQhPrf4nHg9cnHcp\nbYJBp0MSSWnpU9xFJGn9ffk8Qhm7yQrlc9mwcU6HI5Ly0qO4RzXPXSRZherCzC+fSzTi4cZRmvYm\n0hLSo7gDaLS8SFJ69pM5RIKH6R41DO6R53Q4Iq6QPsVdRJJOdSjE4v3ziUa83DjmCqfDEXENFXcR\nccxzy+YQDVST5xlKn67ZTocj4hoq7iLiiLpIPZ/s+5hoxMPXR13sdDgirqLiLiKOeG3VYiLBQ3SN\n9FevXaTmK4VWAAAgAElEQVSFqbiLiCPmbp8HwNVDpjgciYj7qLiLSMIt2bqB2owK2oR6Mjq/v9Ph\niLiOiruIJNzr62O99om5ZzgciYg7JeTGMcaYfGAmkENsIdhHrbW/McZ0AZ4D+gDFwLXW2v3x19wN\nTAfqgduttW+fSgxRrT8rkhQOVFeyi414wplcUnia0+GIuFKieu5h4HvW2qHA6cC/GmOGAHcBs621\ng4B3488xxhQC1wGFwMXA740xOssg4gIvrFyAx1fHgMxhBP0Bp8MRcaWEFExr7S5r7fL448PAWqAX\ncCXwZHy3J4EvxR9fBTxrrQ1ba4uBjcD4RMQqIq1r+d5PiEZh6tBznA5FxLUS3hs2xvQFRgMfA92t\ntWXxpjKge/xxLlDa4GWlxL4MnCStLS+SDJZs3UBdxj6ywnn069b92C8QkZOSkGvuRxhj2gP/BP7d\nWnvIGHO0zVobNcY0d2H8mBfNs7OzmmzzHKM9FaR6/M1xc26g/I6YO+8TACb3Oz2l/k5SKdaT4eb8\n3JxbcxJW3I0xAWKF/a/W2pfim8uMMT2stbuMMT2B8vj27UB+g5fnxbc1q6LiUJNt0WO0J7vs7KyU\njr85bs4NlN8RkUiELVVrwevnnH4jUubvRD+/1OXm3KD5Ly4JOS1vjPEAjwFrrLX/26BpFnBD/PEN\nwEsNtn/VGBM0xvQDCoBFiYhVRFrH/E1riQaq6RLtQ9tgptPhiLhaonruZwHTgJXGmGXxbXcDPwOe\nN8bcTHwqHIC1do0x5nlgDVAH3Gqt1Vw2kRQ2d+ti8MLpuWOcDkXE9RJS3K2182n6LMEFTbxmBjCj\n1YISkYQJ1YXZVb8JIkEuMKOcDkfE9dJo7rg6/iJOeX9DEQRqyfH0JyOgue0irS2NiruIOOXDktgo\n+Ym9tSKdSCKkR3GPap67iFNqwiF2UwzhTCYVDHM6HJG0kB7FXUQc89bapeAP08tfgN/rczockbSg\n4i4irWrRztgEmcn9xjkciUj6SKPirgF1Iol2qKaafd5teELtOL3vIKfDEUkbCV1+VkTSy+trFuHx\n1dPHPwivN436EiIO06dNRFrN0vKVAEwZOMHhSETSS9oUd52UF0msPYcPcshfii/UgVH5/Z0ORySt\npE1xF5HEem3NIjzeKAPaDnE6FJG0kybFXfPcRRJt5d7YKfmLBumUvEiipUlxF5FE2rF/L1WBMgK1\nXRjcI8/pcETSjoq7iLS419Z+hMcTxWQVOh2KSFpKo+KuIXUiibJmfxHRKFw65AynQxFJS2lU3EUk\nEdaX7SCUsYc2oe706ZrtdDgiaUnFXURa1Bt2IQAjuoxwOBKR9KXiLiItJhKJsLFqDdGIl8uH6pS8\niFNU3EWkxSwt2UQkeIgOdXl0bd/e6XBE0paKu4i0mHc2LQJgXI9RDkcikt7S4sYxHi1iI9Lq6urr\nKQlb8Pq5pHCs0+GIpDX13EWkRby5dgkEashhAG2DmU6HI5LWVNxFpEXML42dkr9o4NkORyIiCTst\nb4x5HLgMKLfWDo9vux+4BaiI73aPtfaNeNvdwHSgHrjdWvv2KQXg0SI2Iq2ldO9uDvpLCdR2Ynyf\nAqfDEUl7ibzm/gTwW2Bmg21R4EFr7YMNdzTGFALXAYVAL+AdY8wga20kUcGKyPF7cfU8PN4oQzuO\nxOvVCUERpyXsU2itnQfsa6SpsdFuVwHPWmvD1tpiYCMwvhXDE5GTFIlEWF+5kmjEy9QRE50OR0RI\njmvutxljVhhjHjPGdIpvywVKG+xTSqwHLyJJ5p9LPiQSrKRLfT+y23dwOhwRwfmpcI8AP4o//jHw\na+DmJvY95kXz7OysJlo8QLSZ9tSQ6vE3x825gbvze+2t9yAAXxt7iWvzdGteR7g5Pzfn1hxHi7u1\ntvzIY2PMn4FX4k+3A/kNds2Lb2tWRcWhxhuigKeZ9hSQnZ2V0vE3x825gbvzW1aymarATjJqsyns\n2tuVebr55wfuzs/NuUHzX1wcPS1vjOnZ4OlUoCj+eBbwVWNM0BjTDygAFiU6PhFp3ktr3wVgUi9N\nfxNJJomcCvcscA7QzRhTAtwHTDbGjCLWt94CfBvAWrvGGPM8sAaoA2611moum0gS2bK7jArvRnzh\ndlw+TONdRZJJwoq7tfb6RjY/3sz+M4AZLfX+0WNfsheREzBz2Wt4fFEm5kzG7/U5HY6INJAMo+VF\nJMVsLN9JmcfiCbXjXyZd5HQ4IvI5Ku4icsL+uuI1PN4oE7qeTTAQcDocEfkcFXcROSFLtm6gwrse\nbyiL60ZPcjocEWmEiruIHLdIJMIza17G44FL8i8m6FevXSQZpUlx1/3cRVrCCysWUJtRTrtQLy4d\nOs7pcESkCWlS3EXkVFUcPsj75W8TjXi4YcRUp8MRkWY4vfysiKSI33z4LARqMf4JDM3t7XQ4ItIM\n9dxF5JheWrmQvf5N+Gs7890zr3Q6HBE5hjQq7lrERuRkbCjbwexdrxKNeLlx2HUaRCeSAtKouIvI\niaoOhfjd0ifBH2Zs+3MZnd/f6ZBE5DikRXHXWHmRExeJRPjp+08QzthH5/AAbhw/xemQROQ4pUVx\nF5ET9+u5z7MvsIlAbRfuPOebeL3650IkVejTKiJf8OiHr1EcXYon1I7vn/ltsjLbOB2SiJyANJkK\npxPzIsfrDwtepaj2A6gLcuvI6eR27Ox0SCJygtKkuIvIsUQiEX634GXWhRdCOINvD72Zwp75Tocl\nIidBxV1EqA2H+Z85T1LhWw/hTL477GaG9erjdFgicpLSp7h7NM9dpDE7Duzj1x8+Tk1GGf7aTvzH\n+H+hT9dsp8MSkVOQPsVdRL5g9rrlvLT1n5BRS/tQHvdMvpmObdo5HZaInKI0Ke4aUCfSUFWohv9b\n8CLFkWXg8zAkcAbfnXwlfq/P6dBEpAWkSXEXkSPetSt4acvLRIKH8Ybbct3Aa5k4sNDpsESkBam4\ni6SJrXsqeOyTl9jj30A0AD0jhfzbxK/QuV17p0MTkRam4i7icvsqD/PnRa+wpX4FHn8EX21Hrht0\nNWcNGOJ0aCLSShJW3I0xjwOXAeXW2uHxbV2A54A+QDFwrbV2f7ztbmA6UA/cbq19O1GxirjBnsOH\neXrp29iapeAP4anP4LT2ZzNt0nm6s5uIyyWy5/4E8FtgZoNtdwGzrbW/MMbcGX9+lzGmELgOKAR6\nAe8YYwZZayMJjFckJZXu3c3Ty99mW/0q8NWBx0+BfzzTz7iMDm20jKxIOkhYcbfWzjPG9P3c5iuB\nc+KPnwTmECvwVwHPWmvDQLExZiMwHvjo5CPQPHdxr0gkwrxNq3l7ywL2ebfg8UYhGsT4T+fr4y+k\na3tdVxdJJ05fc+9urS2LPy4Duscf5/LZQl5KrAcvIg3sOXyQF4rmU3RgKfXBg+AHX6g9IzuO5auj\nz6N9ZqbTIYqIA5wu7kdZa6PGmOa618fsemdnZzW63YMH8DTZnipSPf7muDk3aNn8qmpr+OeSD/lg\n6yL2e0rweCNE/R461/fl8iGTuXzkuITfnlU/v9Tm5vzcnFtznC7uZcaYHtbaXcaYnkB5fPt2oOEd\nK/Li25pVUXGomdboMdqTW3Z2VkrH3xw35wYtk19NOMScDUV8tH0ZFdEt4A+DD3yhLAraDuXqYZPI\n69INgD17Klsi7OOmn19qc3N+bs4Nmv/i4nRxnwXcAPw8/udLDbY/Y4x5kNjp+AJgkSMRijjkQHUl\ns9ctZVn5KvZ7S2KD43xAOJM8hnBB/wmc1ntAwnvpIpL8EjkV7llig+e6GWNKgB8CPwOeN8bcTHwq\nHIC1do0x5nlgDVAH3Gqt1Yg4cb31ZTv4YMsK7H5LpX8XHm8EAuAJt6GHx3B63kgmFwzH79MysSLS\ntESOlr++iaYLmth/BjCj9SIScd6B6krmbCxiZdk6yuu2EgnGT6kHwR/qQO+MAib1Hc3YPgPVQxeR\n4+b0aXmRtFIbDrN42waW7bBsObyJmkBFbNqaF6I+H1mhPAZ2HMik/iMx3TVBREROjoq7SCuqDYeZ\nvWo5H9gVbKvaSpWvHI+vPtaYAYHaTvTK7MtpuUM5q/8QMgNBZwMWEVdQcRdpQTXhEIuKN7Bs5zpK\nqrZS5av4tJgHY6Pbu9EL02UAkwYMJ7dTF2cDFhFXUnEXOQW7Duzj462Wdbs3U1a7nZrAntggODha\nzHv48yno2J8z+xYena4mItKa0qO4Rz3g0WB7OTV1kXqKtm9l2fb1bDm4lf2RXZ8OgAOiQfCHOtIt\nkMuQrgM5o99Q8jp1cf1cWxFJPulR3EVOwr7Kw3y81bKmYhM7qkup9u2OzTWH2Cen3k+bUE9y2+RR\nmD2ACX0G6d7oIpIUVNxFiN14xZZvZ0nJejbvL2ZP3S7qggfweOI7BMEbak+naA/6dejN6F6DGN6r\nD36v5puLSPJJj+LuOfYukl4O19SweNt6VpVtorSyhMPecvCHYo0+iHq8ZIay6Z7Ri8Hd+jOujyG3\nY2dngxYROU7pUdwlrUUiETbvLmNJyXo27itmd3gHocD+2PxygGBsBbgO4b70bt+bkT0HMiZ/ABmB\ngLOBi4icJBV3cZ2qUA1Ltm6iqGwjJZUlHKIcAjWxRi9EAx6C4c5kB3MZ1KUfY/MH0a9b9+YPKiKS\nQtKiuHuinmPfL1ZS1tY9FSzato4Ne7dQHtpJKLD30155AAhnkBXqTX77PIZ1H8C4PgW0Deo+5yLi\nXmlR3MU9asIhPtm2iZW7NrLt8DYOUU40UB1r9EA06CEQ6kS3QE8Gdu7L2LxBDMjuoXXZRSStqLhL\nUttXWclHxWtZVb6RnTUln10kJgDUBWkfyqNX2yO98kFkZbZxNGYREaelUXHXiflUULp/Lx9tWcO6\nvZuoCG0nHNx/dDra0UVi/D3p36kPY/MNg3Jy1SsXEfmcNCrukmwikQjry3fw/MpNrNq1nn2RHZ+u\n+OaJDXzLCHWjR0ZskZjT+w0hu30HZ4MWEUkBKu6SUOvLdvBh8So2HNjM/uiOT0exN1jxLb9tb0b0\nKGBC30Ea+CYichJU3KVVbd1TwfwtRdi9m9gb2U40WBVr8AN1QTqE+2C6DmRot/6Mzu+P36cV30RE\nTpWKu7SoHQf2MX9TEWv3bGR3fSmR4OFYgx+oC5AVyqd/h/6M7z2UEbm98Xq9urGKiEgLS5PirvVn\nW0ttOMyCzWtYsmMN22uKCQf3xQbA+SCKj3ahXPq278e4XkMY02eA1mIXEUmANCnu0pJs2XbmbV7B\nhgMbOeTbhSd+p7RowENmKIc+7foxJncI4/sUaAlXEREHqLjLMVWFanhv/UqW7lpNed02okdGtAfB\nG2pHjqeAkTlDmFwwnI5t2jkbrIiIpFFx92ie+4nYsX8vs9d/wtq96zjo24HHVx9bl93nJyuUR0HH\ngUzsPxLTvZfToYqIyOckRXE3xhQDB4F6IGytHW+M6QI8B/QBioFrrbX7nYrR7SKRCCu2F/PBlmVs\nqdxIKLgndu08CL5Qe3J9/RjfawRn9y/UqXYRkSSXFMWd2PJxk621extsuwuYba39hTHmzvjzuxyJ\nzqXqIvV8uHkd87cuZUd409FpatGgh8xQNgOyBjG5/2iG5vZ2OFIRETkRyVLc4YtD2q8Ezok/fhKY\nw0kWd42V/1RdpJ55G1ezYNsydtZvii0i4wF8fjqG+zKs6xAuGDSGnA4dnQ5VREROUrIU9yjwjjGm\nHvijtfZPQHdrbVm8vQzQDbdPUl19PXM2FPFh6TLK6jdDoBa8QCRA17oCxueO4PxBo2kTDDodqoiI\ntIBkKe5nWWt3GmOygdnGmHUNG621UWPMMUfEZWdnNbrdE7/zSFPtqeJE4o9EIsy1q3lt9Xy21Vrw\nHynoQXowmHP6j+OyUePITJLr56n+szkW5ZfalF/qcnNuzUmK4m6t3Rn/s8IY8yIwHigzxvSw1u4y\nxvQEyo91nKZWOYtGm29PBce7ipst287r6z5kc/XaT1eHI0BOveH0vNGcWzCcoD9W0A/tr+EQNa0Y\n9fFx+wp1yi+1Kb/U5ebcoPkvLo4Xd2NMW8BnrT1kjGkHXAg8AMwCbgB+Hv/zJeeiTG67DuzjlTUL\nWb2/iHDGHgCifi+dwn2ZkDuGiwaPITOgU+4iIunC8eJO7Fr6i8YYiMXztLX2bWPMEuB5Y8zNxKfC\nndrbuGuee119PW+vW8q80o854CvB440SDULbUA9Gdh3B5YWn07lde6fDFBERBzhe3K21W4BRjWzf\nC1yQ+IiS28bynby85gO21K4hGqiGAPhDHTDth3P5kDPp0zXb6RBFRMRhjhd3ObbqUIjHP5jN3K0f\nUhXYhccDUa+PnPpBXND/TM7sNxiv1+t0mCIikiTSpLin5kz3LbvL+EfRexSHV4M/BEHIqO3GqK6j\n+dLwM7WOu4iINCpNinvqiEQivGuX8+7WDzkYKMHjiQIB+vhHcsmAsxneq4/TIYqISJJTcU8S+yor\n+fuKORQdXEokeAiCEKjtxJgu47h65Nn0z89x9ZQOERFpOSruDtuyu4y/rXybkvq1eHx1RP0eOtf1\n56L+Ezm7/xBdSxcRkROm4u6Qj7esZ9b6d9nnL8bjieKJZDAwOJprxpxPXqcuTocnIiIpTMU9gSKR\nCK+vWcL7JfOoySg7Oo1tbJfTuWbUJK3tLiIiLSItirvn6P+cURsO89yyuSzeuzB2PT0DMkPdOS9v\nEpcUnqZT7yIi0qLSorg7pSpUwzNL32f5gY+IBqqJ+j10qevPVYPOZ1zfAqfDExERl0qT4p7Ybvuh\nmmqe+uQdVh1eDIEaoj4vPSOFTBt1Cf266c61IiLSutKkuEMi1pbfV3mYv37yNrZmKfhDRL0+ejOS\naWMv0SA5ERFJmDQq7q1nz+HDPPnJG2yqXQ7+MHj89POcxjcmXEz3Dh2dDk9ERNKMivspOFhdzZNL\n3mRd9ZJYUSfIIP8Epo2/iK7tdUc2ERFxhor7SagK1TBz8WyKKj+OrflOAOM/nRvOuEjrvYuIiONU\n3E9ATTjE05+8x9IDH8YGynn8DPCexo1nXqaeuoiIJI20KO4ePHhOYcB8qC42T/3jPfOJBquI+rz0\nZiQ3jr+UHh07t1ygIiIiLSAtivvJikQivFT0Ee/vfJdI8BBRv4fcyFBuHHMZeV26OR2eiIhIo1Tc\nm/DBhtW8uPE1Qhm7iQY85NQP4obRV2ieuoiIJD0V989ZtX0rTxXN4lCwBDKgfSifacOv1H3URUQk\nZai4x5Xu3c1jn8yizGvxBKMEarsydeClnFMw3OnQRERETkjaF/d9lZU8vvhVNoWX4/HV4wu1Z3KP\n85k64gzd0EVERFJSWhX3SCRytGDXhsPMXDKb5Yc+BH8ITySD0VmT+MbEC8gIBByOVERE5OQldXE3\nxlwM/C/gA/5srf35qR4zEonwwooFzC17j0iwkqjHx0DfOG4+41ItQCMiIq6QtMXdGOMD/g+4ANgO\nLDbGzLLWrj3xo8Umuc/ZUMSszW8SzthD1O+hR2QI08ddpZu6iIiIqyRtcQfGAxuttcUAxpi/AVcB\njRb3g+ss1furGj1Q9z1VhAJhFlT8ha5A2/ruXNL/bPpl94A9e6nes7d1MmhBB/e0bTK/VOfm3ED5\npTrll7rcnBsA2aObbErm4t4LKGnwvBSY0NTORXfe0+SBpn5hyz54b91nDp7sUinWE+Xm3ED5pTrl\nl7rcnBtA75f/2WRbMhf3E7oBe68vf7GEH7Hn0CH2VR1mQE4PPKeyDq2IiEgKSObivh3Ib/A8n1jv\nvVF9vzmNiopDjba1A3q3aGiJl52d1WR+qc7NuYHyS3XKL3W5ObdjSebivgQoMMb0BXYA1wHXOxqR\niIhICkjaVVqstXXAvwFvAWuA505upLyIiEh6SeaeO9baN4A3nI5DREQklSRtz11EREROjoq7iIiI\ny6i4i4iIuIyKu4iIiMuouIuIiLiMiruIiIjLqLiLiIi4jIq7iIiIy6i4i4iIuIyKu4iIiMuouIuI\niLiMiruIiIjLqLiLiIi4jIq7iIiIy6i4i4iIuIyKu4iIiMuouIuIiLiMiruIiIjLqLiLiIi4jIq7\niIiIy6i4i4iIuIzfqTc2xtwP3AJUxDfdY619I952NzAdqAdut9a+7UiQIiIiKcix4g5EgQettQ82\n3GiMKQSuAwqBXsA7xphB1tqIAzGKiIikHKdPy3sa2XYV8Ky1NmytLQY2AuMTGpWIiEgKc7q432aM\nWWGMecwY0ym+LRcobbBPKbEevIiIiByHVj0tb4yZDfRopOkHwCPAj+LPfwz8Gri5iUNFj+PtPNnZ\nWSccYypxc35uzg2UX6pTfqnLzbk1p1WLu7V2yvHsZ4z5M/BK/Ol2IL9Bc158m4iIiBwHx07LG2N6\nNng6FSiKP54FfNUYEzTG9AMKgEWJjk9ERCRVOTla/ufGmFHETrlvAb4NYK1dY4x5HlgD1AG3WmuP\n57S8iIiIAJ5oVHVTRETETZweLS8iIiI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=\n", - "text": [ - "" - ] - } - ], - "prompt_number": 8 - }, + "output_type": "display_data" + } + ], + "source": [ + "reload(pvlib.solarposition)\n", + "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", + "# 20150621-cjw spaout = pvlib.solarposition.spa(times, tus)\n", + "spaout = pvlib.solarposition.spa_python(times, tus)\n", + "\n", + "pyephemout['elevation'].plot(label='pyephem');\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent');\n", + "spaout['elevation'].plot(label='spa');\n", + "plt.legend(ncol=3);\n", + "plt.title('elevation');\n", + "\n", + "print('pyephem')\n", + "print(pyephemout.head())\n", + "print('spa')\n", + "print(spaout.head())" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvlib.solarposition)\n", - "pyephemout = pvlib.solarposition.pyephem(times, tus)\n", - "spaout = pvlib.solarposition.spa(times, tus)\n", + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 06:00:00+00:00 115.154820\n", + "2014-06-23 22:40:00+00:00 48.199604\n", + "Freq: 1000T, Name: apparent_zenith, dtype: float64\n", + "pyephem\n", + " apparent_elevation apparent_azimuth elevation \\\n", + "2014-06-23 00:00:00-06:00 -25.154820 344.064195 -25.154820 \n", + "2014-06-23 00:01:00-06:00 -25.207201 344.310956 -25.207201 \n", + "2014-06-23 00:02:00-06:00 -25.258784 344.558018 -25.258784 \n", + "2014-06-23 00:03:00-06:00 -25.309568 344.805380 -25.309568 \n", + "2014-06-23 00:04:00-06:00 -25.359552 345.053043 -25.359552 \n", "\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", - "plt.legend(ncol=3)\n", - "plt.title('elevation')\n", + " azimuth apparent_zenith zenith \n", + "2014-06-23 00:00:00-06:00 344.064195 115.154820 115.154820 \n", + "2014-06-23 00:01:00-06:00 344.310956 115.207201 115.207201 \n", + "2014-06-23 00:02:00-06:00 344.558018 115.258784 115.258784 \n", + "2014-06-23 00:03:00-06:00 344.805380 115.309568 115.309568 \n", + "2014-06-23 00:04:00-06:00 345.053043 115.359552 115.359552 \n", + "spa\n", + " apparent_elevation apparent_zenith azimuth \\\n", + "2014-06-23 00:00:00-06:00 -25.154766 115.154766 344.064134 \n", + "2014-06-23 00:01:00-06:00 -25.207147 115.207147 344.310880 \n", + "2014-06-23 00:02:00-06:00 -25.258730 115.258730 344.557936 \n", + "2014-06-23 00:03:00-06:00 -25.309515 115.309515 344.805299 \n", + "2014-06-23 00:04:00-06:00 -25.359497 115.359497 345.052965 \n", "\n", - "print('pyephem')\n", - "print(pyephemout.head())\n", - "print('spa')\n", - "print(spaout.head())" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "pyephem\n", - " apparent_elevation apparent_azimuth elevation \\\n", - "2014-06-23 00:00:00-07:00 -34.028890 352.757414 -34.028890 \n", - "2014-06-23 00:01:00-07:00 -34.055060 353.032425 -34.055060 \n", - "2014-06-23 00:02:00-07:00 -34.080223 353.307627 -34.080223 \n", - "2014-06-23 00:03:00-07:00 -34.104374 353.583047 -34.104374 \n", - "2014-06-23 00:04:00-07:00 -34.127518 353.858659 -34.127518 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "2014-06-23 00:00:00-07:00 352.757414 124.028890 124.028890 \n", - "2014-06-23 00:01:00-07:00 353.032425 124.055060 124.055060 \n", - "2014-06-23 00:02:00-07:00 353.307627 124.080223 124.080223 \n", - "2014-06-23 00:03:00-07:00 353.583047 124.104374 124.104374 \n", - "2014-06-23 00:04:00-07:00 353.858659 124.127518 124.127518 \n", - "spa\n", - " zenith azimuth elevation\n", - "2014-06-23 00:00:00-07:00 124.028842 352.757345 -34.028842\n", - "2014-06-23 00:01:00-07:00 124.055013 353.032330 -34.055013\n", - "2014-06-23 00:02:00-07:00 124.080176 353.307536 -34.080176\n", - "2014-06-23 00:03:00-07:00 124.104329 353.582953 -34.104329\n", - "2014-06-23 00:04:00-07:00 124.127472 353.858574 -34.127472\n" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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6qTPEhVem62Mv6Y4jrtINN97KkVtvxMtsI3HWVAry83VHEgKQchei3K1f8Qt1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\nDgfOvbXPCaB6uSeqAOLjj7F/wmtUT80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- "text": [ - "" - ] - } - ], - "prompt_number": 9 + " elevation equation_of_time zenith \n", + "2014-06-23 00:00:00-06:00 -25.154766 -2.141078 115.154766 \n", + "2014-06-23 00:01:00-06:00 -25.207147 -2.141229 115.207147 \n", + "2014-06-23 00:02:00-06:00 -25.258730 -2.141380 115.258730 \n", + "2014-06-23 00:03:00-06:00 -25.309515 -2.141531 115.309515 \n", + "2014-06-23 00:04:00-06:00 -25.359497 -2.141682 115.359497 \n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvlib.solarposition)\n", - "pyephemout = pvlib.solarposition.pyephem(times, golden)\n", - "spaout = pvlib.solarposition.spa(times, golden)\n", - "\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", - "plt.legend(ncol=2)\n", - "plt.title('elevation')\n", - "\n", - "print('pyephem')\n", - "print(pyephemout.head())\n", - "print('spa')\n", - "print(spaout.head())" - ], - "language": "python", + "data": { + "image/png": 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qPz8V2o97Hn3cU9Tfthd93xY6dLqhwvfhyT8/Tx7bhTi1yHVd7/T7vzVNWw0M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\nc+DFp/C5dyAt2lxT6fs2OPvUeU3TmgJ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+ "text/plain": [ + "" + ] + }, "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "pyephem\n", - " apparent_elevation apparent_azimuth elevation \\\n", - "2014-06-23 00:00:00-06:00 -25.154820 344.064195 -25.154820 \n", - "2014-06-23 00:01:00-06:00 -25.207201 344.310956 -25.207201 \n", - "2014-06-23 00:02:00-06:00 -25.258784 344.558018 -25.258784 \n", - "2014-06-23 00:03:00-06:00 -25.309568 344.805380 -25.309568 \n", - "2014-06-23 00:04:00-06:00 -25.359552 345.053043 -25.359552 \n", - "\n", - " azimuth apparent_zenith zenith \n", - "2014-06-23 00:00:00-06:00 344.064195 115.154820 115.154820 \n", - "2014-06-23 00:01:00-06:00 344.310956 115.207201 115.207201 \n", - "2014-06-23 00:02:00-06:00 344.558018 115.258784 115.258784 \n", - "2014-06-23 00:03:00-06:00 344.805380 115.309568 115.309568 \n", - "2014-06-23 00:04:00-06:00 345.053043 115.359552 115.359552 \n", - "spa\n", - " zenith azimuth elevation\n", - "2014-06-23 00:00:00-06:00 115.154766 344.064134 -25.154766\n", - "2014-06-23 00:01:00-06:00 115.207147 344.310880 -25.207147\n", - "2014-06-23 00:02:00-06:00 115.258730 344.557936 -25.258730\n", - "2014-06-23 00:03:00-06:00 115.309515 344.805299 -25.309515\n", - "2014-06-23 00:04:00-06:00 115.359497 345.052965 -25.359497\n" + "output_type": "display_data" + } + ], + "source": [ + "reload(pvlib.solarposition)\n", + "pyephemout = pvlib.solarposition.pyephem(times, golden)\n", + "# 20150621-cjw sspaout = pvlib.solarposition.spa(times, golden)\n", + "spaout = pvlib.solarposition.spa_python(times, golden)\n", + "\n", + "pyephemout['elevation'].plot(label='pyephem')\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent');\n", + "spaout['elevation'].plot(label='spa');\n", + "plt.legend(ncol=2);\n", + "plt.title('elevation');\n", + "\n", + "print('pyephem')\n", + "print(pyephemout.head())\n", + "print('spa')\n", + "print(spaout.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } ] }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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K7z5Hi00nzdeNrqPHqY4jFOo94hkSalWjXkoua5d+ojqOsGFS7kIodDzyGCF/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\neWAEqXffhdHBQOj6Lfz66XuYzWbVsc6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SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:06:26 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:06:26 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:06:26 2015 South Africa Standard Time" + ] + }, + "execution_count": 11, "metadata": {}, - "outputs": [], - "prompt_number": 10 + "output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" } - ] -} \ No newline at end of file + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/status.ipynb b/docs/tutorials/status.ipynb new file mode 100644 index 0000000000..be34b47f8f --- /dev/null +++ b/docs/tutorials/status.ipynb @@ -0,0 +1,62 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#Status" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "20150712\n", + "\n", + "SHA baaf1f14\n", + "\n", + "|Notebook | Status|\n", + "|--|--|\n", + "|ET_irradiance.ipynb |completes to the end, results not yet validated|\n", + "|TS_2_Irradiance_functions.ipynb|solar zenith not correct, completes to the end, results not yet validated|\n", + "|Test_Scripts_1.ipynb |solar zenith not correct, completes to the end, results not yet validated|\n", + "|atmosphere.ipynb |completes to the end, results not yet validated|\n", + "|irradiance.ipynb |solar zenith not correct, completes to the end, results not yet validated|\n", + "|pvsystem.ipynb |single diode model dataframe has NaN |\n", + "|solarposition.ipynb |completes to the end, results not yet validated|\n", + "|tmy.ipynb |completes to the end, results not yet validated|\n", + "|tracking.ipynb |completes to the end, results not yet validated|\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/tmy.ipynb b/docs/tutorials/tmy.ipynb index 1f80fb8eb1..76a5fbaf41 100644 --- a/docs/tutorials/tmy.ipynb +++ b/docs/tutorials/tmy.ipynb @@ -1,1010 +1,1139 @@ { - "metadata": { - "name": "", - "signature": "sha256:b60b45f401517ab28b207d0f54352b604f588f3710c4f7a3f831030a6c542713" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# built in python modules\n", + "import datetime\n", + "import logging\n", + "import os\n", + "import inspect\n", + "\n", + "# python add-ons\n", + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import pvlib\n", + "pvlib_abspath = os.path.dirname(os.path.abspath(inspect.getfile(pvlib)))" + ] + }, { - "cells": [ + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "tmy3_data, tmy3_metadata = pvlib.tmy.readtmy3(os.path.join(pvlib_abspath, 'data', '703165TY.csv'))\n", + "tmy2_data, tmy2_metadata = pvlib.tmy.readtmy2(os.path.join(pvlib_abspath, 'data', '12839.tm2'))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "\n", - "# built in python modules\n", - "import datetime\n", - "import logging\n", - "import os\n", - "import inspect\n", - "\n", - "# python add-ons\n", - "import numpy as np\n", - "import pandas as pd" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 1 + "name": "stdout", + "output_type": "stream", + "text": [ + "{'TZ': -9.0, 'Name': '\"SAND POINT\"', 'altitude': 7.0, 'USAF': 703165, 'longitude': -160.517, 'State': 'AK', 'latitude': 55.317}\n" + ] }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "import pvlib\n", - "pvlib_abspath = os.path.dirname(os.path.abspath(inspect.getfile(pvlib)))" - ], - "language": "python", + "data": { + "text/html": [ + "
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ETRETRNGHIGHISourceGHIUncertaintyDNIDNISourceDNIUncertaintyDHIDHISource...AODAODSourceAODUncertaintyAlbAlbSourceAlbUncertaintyLprecipdepthLprecipquantityLprecipSourceLprecipUncertainty
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" + ], + "text/plain": [ + " ETR ETRN GHI GHISource GHIUncertainty DNI \\\n", + "datetime \n", + "1997-01-01 01:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 02:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 03:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 04:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 05:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 06:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 07:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 08:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 09:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 10:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 11:00:00-09:00 43 1144 5 1 28 0 \n", + "1997-01-01 12:00:00-09:00 163 1415 30 1 28 0 \n", + "1997-01-01 13:00:00-09:00 248 1415 49 1 28 0 \n", + "1997-01-01 14:00:00-09:00 286 1415 58 1 28 0 \n", + "1997-01-01 15:00:00-09:00 274 1415 55 1 28 0 \n", + "1997-01-01 16:00:00-09:00 214 1415 41 1 28 0 \n", + "1997-01-01 17:00:00-09:00 109 1415 18 1 28 0 \n", + "1997-01-01 18:00:00-09:00 8 483 0 1 28 0 \n", + "1997-01-01 19:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 20:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 21:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 22:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-01 23:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-02 00:00:00-09:00 0 0 0 1 0 0 \n", + "1997-01-02 01:00:00-09:00 0 0 0 1 0 0 \n", + "\n", + " DNISource DNIUncertainty DHI DHISource \\\n", + "datetime \n", + "1997-01-01 01:00:00-09:00 1 0 0 1 \n", + "1997-01-01 02:00:00-09:00 1 0 0 1 \n", + "1997-01-01 03:00:00-09:00 1 0 0 1 \n", + "1997-01-01 04:00:00-09:00 1 0 0 1 \n", + "1997-01-01 05:00:00-09:00 1 0 0 1 \n", + "1997-01-01 06:00:00-09:00 1 0 0 1 \n", + "1997-01-01 07:00:00-09:00 1 0 0 1 \n", + "1997-01-01 08:00:00-09:00 1 0 0 1 \n", + "1997-01-01 09:00:00-09:00 1 0 0 1 \n", + "1997-01-01 10:00:00-09:00 1 0 0 1 \n", + "1997-01-01 11:00:00-09:00 1 31 5 1 \n", + "1997-01-01 12:00:00-09:00 1 31 30 1 \n", + "1997-01-01 13:00:00-09:00 1 31 49 1 \n", + "1997-01-01 14:00:00-09:00 1 31 58 1 \n", + "1997-01-01 15:00:00-09:00 1 31 55 1 \n", + "1997-01-01 16:00:00-09:00 1 31 41 1 \n", + "1997-01-01 17:00:00-09:00 1 31 18 1 \n", + "1997-01-01 18:00:00-09:00 1 31 0 1 \n", + "1997-01-01 19:00:00-09:00 1 0 0 1 \n", + "1997-01-01 20:00:00-09:00 1 0 0 1 \n", + "1997-01-01 21:00:00-09:00 1 0 0 1 \n", + "1997-01-01 22:00:00-09:00 1 0 0 1 \n", + "1997-01-01 23:00:00-09:00 1 0 0 1 \n", + "1997-01-02 00:00:00-09:00 1 0 0 1 \n", + "1997-01-02 01:00:00-09:00 1 0 0 1 \n", + "\n", + " ... AOD AODSource \\\n", + "datetime ... \n", + "1997-01-01 01:00:00-09:00 ... 0.051 F \n", + "1997-01-01 02:00:00-09:00 ... 0.051 F \n", + "1997-01-01 03:00:00-09:00 ... 0.051 F \n", + "1997-01-01 04:00:00-09:00 ... 0.051 F \n", + "1997-01-01 05:00:00-09:00 ... 0.051 F \n", + "1997-01-01 06:00:00-09:00 ... 0.051 F \n", + "1997-01-01 07:00:00-09:00 ... 0.051 F \n", + "1997-01-01 08:00:00-09:00 ... 0.051 F \n", + "1997-01-01 09:00:00-09:00 ... 0.051 F \n", + "1997-01-01 10:00:00-09:00 ... 0.051 F \n", + "1997-01-01 11:00:00-09:00 ... 0.051 F \n", + "1997-01-01 12:00:00-09:00 ... 0.051 F \n", + "1997-01-01 13:00:00-09:00 ... 0.051 F \n", + "1997-01-01 14:00:00-09:00 ... 0.051 F \n", + "1997-01-01 15:00:00-09:00 ... 0.051 F \n", + "1997-01-01 16:00:00-09:00 ... 0.051 F \n", + "1997-01-01 17:00:00-09:00 ... 0.051 F \n", + "1997-01-01 18:00:00-09:00 ... 0.051 F \n", + "1997-01-01 19:00:00-09:00 ... 0.051 F \n", + "1997-01-01 20:00:00-09:00 ... 0.051 F \n", + "1997-01-01 21:00:00-09:00 ... 0.051 F \n", + "1997-01-01 22:00:00-09:00 ... 0.051 F \n", + "1997-01-01 23:00:00-09:00 ... 0.051 F \n", + "1997-01-02 00:00:00-09:00 ... 0.051 F \n", + "1997-01-02 01:00:00-09:00 ... 0.052 F \n", + "\n", + " AODUncertainty Alb AlbSource AlbUncertainty \\\n", + "datetime \n", + "1997-01-01 01:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 02:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 03:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 04:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 05:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 06:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 07:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 08:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 09:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 10:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 11:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 12:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 13:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 14:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 15:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 16:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 17:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 18:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 19:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 20:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 21:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 22:00:00-09:00 8 0.24 F 8 \n", + "1997-01-01 23:00:00-09:00 8 0.24 F 8 \n", + "1997-01-02 00:00:00-09:00 8 0.24 F 8 \n", + "1997-01-02 01:00:00-09:00 8 0.24 F 8 \n", + "\n", + " Lprecipdepth Lprecipquantity LprecipSource \\\n", + "datetime \n", + "1997-01-01 01:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 02:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 03:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 04:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 05:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 06:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 07:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 08:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 09:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 10:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 11:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 12:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 13:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 14:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 15:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 16:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 17:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 18:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 19:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 20:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 21:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 22:00:00-09:00 -9900 -9900 ? \n", + "1997-01-01 23:00:00-09:00 -9900 -9900 ? \n", + "1997-01-02 00:00:00-09:00 -9900 -9900 ? \n", + "1997-01-02 01:00:00-09:00 -9900 -9900 ? \n", + "\n", + " LprecipUncertainty \n", + "datetime \n", + "1997-01-01 01:00:00-09:00 0 \n", + "1997-01-01 02:00:00-09:00 0 \n", + "1997-01-01 03:00:00-09:00 0 \n", + "1997-01-01 04:00:00-09:00 0 \n", + "1997-01-01 05:00:00-09:00 0 \n", + "1997-01-01 06:00:00-09:00 0 \n", + "1997-01-01 07:00:00-09:00 0 \n", + "1997-01-01 08:00:00-09:00 0 \n", + "1997-01-01 09:00:00-09:00 0 \n", + "1997-01-01 10:00:00-09:00 0 \n", + "1997-01-01 11:00:00-09:00 0 \n", + "1997-01-01 12:00:00-09:00 0 \n", + "1997-01-01 13:00:00-09:00 0 \n", + "1997-01-01 14:00:00-09:00 0 \n", + "1997-01-01 15:00:00-09:00 0 \n", + "1997-01-01 16:00:00-09:00 0 \n", + "1997-01-01 17:00:00-09:00 0 \n", + "1997-01-01 18:00:00-09:00 0 \n", + "1997-01-01 19:00:00-09:00 0 \n", + "1997-01-01 20:00:00-09:00 0 \n", + "1997-01-01 21:00:00-09:00 0 \n", + "1997-01-01 22:00:00-09:00 0 \n", + "1997-01-01 23:00:00-09:00 0 \n", + "1997-01-02 00:00:00-09:00 0 \n", + "1997-01-02 01:00:00-09:00 0 \n", + "\n", + "[25 rows x 66 columns]" + ] + }, + "execution_count": 4, "metadata": {}, - "outputs": [], - "prompt_number": 2 - }, + "output_type": "execute_result" + } + ], + "source": [ + "print(tmy3_metadata)\n", + "tmy3_data.head(25)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "tmy3_data, tmy3_metadata = pvlib.tmy.readtmy3(os.path.join(pvlib_abspath, 'data', '703165TY.csv'))\n", - "tmy2_data, tmy2_metadata = pvlib.tmy.readtmy2(os.path.join(pvlib_abspath, 'data', '12839.tm2'))" - ], - "language": "python", + "data": { + "image/png": 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3LnfvAJYCu9V0FXWS85FNYzLeg+RFRMZLI9y9Lv3Xwyy6fyUnnXcH3T29HHrC\nNfzk3OpmhhyxmtrdNwCYWSsRmL8N/KjokHXAbGAWsLbE9tSNJncjIiIZV7LTVbohuyeZP3vzlp7+\n/j2Ll1U3QciIwRjAzJ4HnA+c6u7nmNnxRbtnAWuADqC1aHsr0D7SeefM2Yp1W4ZPK9baOrP/77a2\n1mH7K9l++8HPmTJ1Uv95Hn56Xc3nG61SaW/bvvbrqWc6Zs+eyaRJpStDRvNeZ1WjX0ujp79YXq4l\nD9fR6NewafPgzqtTJrew/fbbDNo2ecrk0vfeMtde2L6pd/i2mVVM1zz0vFttnbTOtrSw3XZbV3z9\nYpU6cD0LuBL4grtfnWxeZGb7uPu1wIHAVcDNwDFmNh2YAexKdO4qq719I+3tw2c4Wb9+YAWiFStq\nD54rVw5+TndXb/95JrIDU6m0r1g5cZmBUulob99Ib5l5VUfzXmdRW1trQ19Lo6e/WF6uJQ/XkYdr\n2LylZ9Djx1ds4FcX3jVoW3dXT8nrXL68g0eXr6eru5d7Hh4oJ/bHhtUbhm3b2Fm541fxa33rjBt5\nctVGAHp7e1m1auCcp527iHe9YSe2mjG1bGCuVDKeS1Q3f9fMCm3HXwJOTjpo3QOcl/SmPhlYQLQt\nz3X3ildSqgmz1DKItchKs+g3fvGvYdsuuf6hiU/IEC3jMIeriMh4KzVS5tJ/PVzVc6+94wnOusLL\n7q/HbbEQiCHiUPEpL7/xEbZ09fLxt+9S9vmV2oy/RATfofYtcew8YF6F9FZ0wYISs0s1oOXJ4PBi\nF5WaOWsC9ZH/ubtFJJ/Gcuu6ZxwWdhhJqbR2bBi5fJq/ST8aos9dSvTWiEiOZeUWN5r5Lip24Go0\nKviNTNXUItJsxissnHzenTy3bWseeXr9mF8wd8FYRESaVD2jbhXnun3pSm5furL0zhrLPbmrps77\nqk1jcd9ja1jbIFPDiYgUy3utp0rGOXfvQwMdF8675oEUUyIikk0lm+/GWpCrMfOQu5JxZlrwM+KE\nP96edhJEROpg/G7u41GBOjS1lVKfv2A8hGqpRUSaQ6ZW7auxXj13wThTH4aIiNRFo93Za01vasF4\n6WNruWXJ8orHrdu4he6e0lM4ioiIlDJ92mQA9nz5DqlE8lo7nKUWjI/9/a1cduPIU5l1dffypZOv\n4zvzbqr6vEPfgIeeWseJf7qdrm4FdBGRRlVrcNtqevRPnjypisbKiWjPrHABma6m3twVE4M/XWJq\nyVrc/eDkX+z4AAAgAElEQVRqFi9bVY8kiYhIVtWpBLylq6fyQRXUOvVw0wxt6m20BgcREZlw3T29\nfO7Eayf8dTNdMh7NzI3lMyOKxiIizaIQP6rp1FscajZtGXupGBqozbga9azGf+ipxl7LU0SkmTXS\ninN9DM8ENPg449GE49KXXO26lyIi0pjKBbyeGtop6xb081QyFhERgdobGvuLcn2UX8yh/+D6d6du\nmHHG1RhVm3H9kyEiImmr4uaepZrsXAXjYms3aLUhEREpb8OmrrSTMCCv02F+5ZTrqjouSzkjERGp\nj2pu7e3rNhc9aqn6eeMhVyXjUy+4K+0kiIhIFtRY0qq2mbO7p5e+8ZiIosZTZnrSj3seak87CSIi\nkmOfP/Hamnpbj5dMl4xHo5HGoomISHVGe2evFBKGBuJ6RZBcVVOLiIhA4/UHGlYwrJD+3AXjBvu8\nRERkHKxcuwmALd3lp7d86KmOiUoOK9duYu36zWX35y4YX3HTI2knQUREMuKJlRvK7vv+mQvH7XWH\nFowffnodX/nZ9WWPVzAWEZHMG21/oLSqt9VmLCIikkgjFvf1UXMuoKqhTWb2euAH7v4WM3sJcCbQ\nCywGDnP3PjM7BDgU6AaOdvdLa0qJiIhInaU1wqbuJWMz+zpwBjA92fRjYK67701McXKQme0AHAHs\nBRwAHGdm02pMi4iISEmjjampDXcdh1WblgLvZ2ARjNe4+/zk78uB/YA9gOvdvcvdO5Ln7FZbUkRE\nREobuj5w1c+r9WnprKBYuZra3c83sxcUbSqeZGwdMBuYBawtsV0aRFtba9pJqJtGv5ZGT3+xvFxL\nHq6j0a+hd/Lkqo5ra2vl7mWr+h9PmlTb8n/bbrd1TceX0tICc+ZsVdNzRjMdZm/R37OANUAHUPxJ\ntwKay7KBrFixLu0k1EVbW2tDX0ujp79YXq4lD9eRh2tYvaazquPuXPIU3zrjpv7Hc7aZzvL26p4L\nsGrl+prTNlRfH6xeXX5IVSmj6U29yMz2Sf4+EJgP3Ay82cymm9lsYFeic5eIiMiYVVvtO3jlJnjB\ns9OpEai1eryWknHh1EcCZyQdtO4Bzkt6U58MLCAC/Fx31wLEIiJSF9XGtimTxzZiN61ZHKsKxu7+\nENFTGne/H9i3xDHzgHl1TJuIiEhNNmzqGrbtJc+dzdLH15Y4erh6db6utcOZJv0QEZHsqzJKnvKX\nu4Zt23nHie9PXGtQVzAWEZHMG1OBtbYO1alQMBYRkewbQzRuqSEa12uSEJWMRUREErUE4nqqtc14\nNOOMRUREJtRoy6ur121i4+buuqalsr6aE6xgLCIimTfa6uOb711e4+uM6mWGn6fG41VNLSIiUm9q\nMxYRERmdr51+w5jP0d3Tx6qOTTU9R8FYREQyL62VEEfrFxffXdPxCsYiIpJ5DRaLa6ZgLCIikjIF\nYxERyb5Gq6eukYKxiIhkXr5DsYKxiIg0gpxHYwVjERGRlCkYi4hI5uW8YKxgLCIi2Vev1ZSySsFY\ngPx/0UVEskzBWID8VwGJiGSZgrEERWMRybC8V94pGAtQ+0LYIiJSPwrGAuQ/1ykikmUKxgIoGItI\ntuW99k7BWBL5/qKLSGPLe4FBwViA/H/RRUSyTMFYAJWLRUTSNKWeJzOzScBpwG7AZuAz7v5APV9D\nxocm/RCRLMv7LareJeN/B6a5+17AN4AT63x+GSd5/6KLSGNTB67avBG4AsDdbwJ2r/P5RUREcqeu\n1dTALKCj6HGPmU1y9946v47U2Y//dDuTJrWknYwxmzp1Ml1dPWknY9QaPf3F8nItebiOPFxD5+bG\nTn8l9Q7GHUBr0eOygfiSEw9q/Du/iIhIHdS7mvp64J0AZvYG4M46n19ERCR36l0yvgB4u5ldnzz+\nVJ3PLyIikjstGtIiIiKSLk36ISIikjIFYxERkZQpGIuIiKRMwVgakpm1pZ0GERkfZjbZzCannY6J\npGBcJTPb2sw+nnY6xsLMdjGzrdJOx1iY2VvN7C/A28ysYceqm9kLzGzntNMxVmb2b2Z2uJk9K+20\njIWZvcLM3p92OsbCzN5uZvPMbGbaaRkLM/sC8BOgYb9TZnaEmX27lufUe2hTLpnZ54APA/MbcUYx\nM3sFMBd4EjgW2JhuimqXLELyB6AN+Ly735dykkbFzKYA3wP2B74F3J9uikbHzKYBPwVeDPzc3Z9O\nOUmjYmYzgOOAVwK/SDk5o2Jm2xGfxXTgVHfvTDlJo2JmLwb+BMwHjnX3p1JOUs3M7NXAj4HbgZNq\nea5KxhUUArG7vxX4NQ2WWzOzNwFXA79x96+6+8q00zQaSQboXuASYE8z+5OZfdnMdkk5aVUzs1lE\njn87Yh7325Jg0IjeDDwT+ATwuJkdaGbbp5ymmiQZvG8Ak5Pf911m9tKUkzUa+xAL9HwY2MnM/tvM\nXpBymkbj+cA1wBnAp83s28nkUY3kg8CVwP8D3mNm/2FmW1fzRI0zLiGpctvG3R8wMwMuBs4D3gBs\nAu4Bjnb3tSkmsypm9jLgP4AngPcCDwNL3f2EVBNWBTP7LPAy4BZ3/72ZfRD4AnAX8FvgfcBe7v62\nFJNZkZk9390fSf4+DlgOvBx4NrAWONvdL00xiVVJMnbrgTuAnYnalunEctibid/G79z9htQSWQUz\n2w1Y7e6PmdlHiO/UYiJz8WyiBub8LJfMzOwg4h51dlItvRB4FLgVmEkUGn7p7temmMwRJbVEXyfS\nfQ3x/fl1svsyYq2DnYG/ufu5aaSxkuQaDgaWufvVSebhXOAm4DrgrcRMlL9zdx/pXArGQ5jZD4HX\nETfJ37r7BWZ2AvAcd/+4mT2bqH442d2vSzOtpZjZvkQ16DVEpuFCInD1Av9LlMoOB25w99NTSeQI\nitqBPw+8DTgeOIa4jr8B7wbOKdwozexK4Eh3vyuF5I4oKSkeRWQoriRuMJOB84EvuftFZnYoccOZ\nV+nHmobk89iG+ByMqH5rBT6XbFvr7t83szlEKXmmu/8wrfSOxMy2BU4nbvLLgUvc/bzkO/QPdz/e\nzPYCPg6c4e63p5jckpI+H+cQTU3rgVXAz4HXAm9198OS444H3N1/lVZaR2JmzwV+A9wNLAPeBfw3\n8B6ipuK0JJNxMLA18JOsNQ8mtSh/IKaBbgUc+BHwA+BOd/9tUkPxf8CP3X3RSOdTNXURM3s+sIO7\nvwU4FXiDmX0++fuHZjbZ3Z8kSpd7ppjUkpIvx1zgaOAi4IdE1c9ZwJnuvjRZ2vLvwNZZ6wCV3Gha\n3L0PeAFxg7wJ+DLwIWAa8VlsSo7fGXiI+EFn0YeS//+dyP0fCywlqkZvTPZdRLS7rp/w1FUh+Sy2\nBrYHDnD3rxIZimOJ6/htclw7MAPIctvxS4CV7n4gcRPd28w+CnwG+CNAUqp/DtE3IYtagUfd/WNE\nqXIp8G3iN/31oirRR4nPLFOG9JB+2N2/4u6nANcSfQ9+AfzGzFqStu/nEJ9ZpgJx4jnAee5+BBGE\nZwJHAt8E/gzg7g8lxz6j0smavgOXme0BtAC3EG/uKwDc/e9mtg2wF1GafBo4PMlFG/CXdFI8WNLu\ntYO7PwF0ETn+he6+1sx+AZz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ETRETRNGHIGHISourceGHIUncertaintyDNIDNISourceDNIUncertaintyDHIDHISource...AODAODSourceAODUncertaintyAlbAlbSourceAlbUncertaintyLprecipdepthLprecipquantityLprecipSourceLprecipUncertainty
datetime
1997-01-01 01:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 02:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 03:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 04:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 05:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 06:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 07:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 08:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 09:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 10:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 11:00:00-09:00 43 1144 5 1 28 0 1 31 5 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 12:00:00-09:00 163 1415 30 1 28 0 1 31 30 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 13:00:00-09:00 248 1415 49 1 28 0 1 31 49 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 14:00:00-09:00 286 1415 58 1 28 0 1 31 58 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 15:00:00-09:00 274 1415 55 1 28 0 1 31 55 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 16:00:00-09:00 214 1415 41 1 28 0 1 31 41 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 17:00:00-09:00 109 1415 18 1 28 0 1 31 18 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 18:00:00-09:00 8 483 0 1 28 0 1 31 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 19:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 20:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 21:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 22:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-01 23:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-02 00:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.051 F 8 0.24 F 8-9900-9900 ? 0
1997-01-02 01:00:00-09:00 0 0 0 1 0 0 1 0 0 1... 0.052 F 8 0.24 F 8-9900-9900 ? 0
\n", - "

25 rows \u00d7 66 columns

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F 8 0.24 \n", - "1997-01-01 19:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-01 20:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-01 21:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-01 22:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-01 23:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-02 00:00:00-09:00 ... 0.051 F 8 0.24 \n", - "1997-01-02 01:00:00-09:00 ... 0.052 F 8 0.24 \n", - "\n", - " AlbSource AlbUncertainty Lprecipdepth \\\n", - "datetime \n", - "1997-01-01 01:00:00-09:00 F 8 -9900 \n", - "1997-01-01 02:00:00-09:00 F 8 -9900 \n", - "1997-01-01 03:00:00-09:00 F 8 -9900 \n", - "1997-01-01 04:00:00-09:00 F 8 -9900 \n", - "1997-01-01 05:00:00-09:00 F 8 -9900 \n", - "1997-01-01 06:00:00-09:00 F 8 -9900 \n", - "1997-01-01 07:00:00-09:00 F 8 -9900 \n", - "1997-01-01 08:00:00-09:00 F 8 -9900 \n", - "1997-01-01 09:00:00-09:00 F 8 -9900 \n", - "1997-01-01 10:00:00-09:00 F 8 -9900 \n", - "1997-01-01 11:00:00-09:00 F 8 -9900 \n", - "1997-01-01 12:00:00-09:00 F 8 -9900 \n", - "1997-01-01 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- "text": [ - "" - ] - } - ], - "prompt_number": 5 - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "{'City': 'MIAMI', 'TZ': -5, 'altitude': 2.0, 'longitude': -80.26666666666667, 'State': 'FL', 'WBAN': '12839', 'latitude': 25.8}\n", + " year month day hour ETR ETRN GHI GHISource \\\n", + "1962-01-01 00:00:00-05:00 62 1 1 1 0 0 0 ? \n", + "1962-01-01 01:00:00-05:00 62 1 1 2 0 0 0 ? \n", + "1962-01-01 02:00:00-05:00 62 1 1 3 0 0 0 ? \n", + "1962-01-01 03:00:00-05:00 62 1 1 4 0 0 0 ? \n", + "1962-01-01 04:00:00-05:00 62 1 1 5 0 0 0 ? \n", + "\n", + " GHIUncertainty DNI ... \\\n", + "1962-01-01 00:00:00-05:00 0 0 ... \n", + "1962-01-01 01:00:00-05:00 0 0 ... \n", + "1962-01-01 02:00:00-05:00 0 0 ... \n", + "1962-01-01 03:00:00-05:00 0 0 ... \n", + "1962-01-01 04:00:00-05:00 0 0 ... \n", + "\n", + " PwatUncertainty AOD AODSource AODUncertainty \\\n", + "1962-01-01 00:00:00-05:00 8 62 F 8 \n", + "1962-01-01 01:00:00-05:00 8 62 F 8 \n", + "1962-01-01 02:00:00-05:00 8 62 F 8 \n", + "1962-01-01 03:00:00-05:00 8 62 F 8 \n", + "1962-01-01 04:00:00-05:00 8 62 F 8 \n", + "\n", + " SnowDepth SnowDepthSource SnowDepthUncertainty \\\n", + "1962-01-01 00:00:00-05:00 0 A 7 \n", + "1962-01-01 01:00:00-05:00 0 A 7 \n", + "1962-01-01 02:00:00-05:00 0 A 7 \n", + "1962-01-01 03:00:00-05:00 0 A 7 \n", + "1962-01-01 04:00:00-05:00 0 A 7 \n", + "\n", + " LastSnowfall LastSnowfallSource \\\n", + "1962-01-01 00:00:00-05:00 88 E \n", + "1962-01-01 01:00:00-05:00 88 E \n", + "1962-01-01 02:00:00-05:00 88 E \n", + "1962-01-01 03:00:00-05:00 88 E \n", + "1962-01-01 04:00:00-05:00 88 E \n", + "\n", + " LastSnowfallUncertaint \n", + "1962-01-01 00:00:00-05:00 7 \n", + "1962-01-01 01:00:00-05:00 7 \n", + "1962-01-01 02:00:00-05:00 7 \n", + "1962-01-01 03:00:00-05:00 7 \n", + "1962-01-01 04:00:00-05:00 7 \n", + "\n", + "[5 rows x 70 columns]\n" + ] + } + ], + "source": [ + "print(tmy2_metadata)\n", + "print(tmy2_data.head())" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": false + }, + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "tmy3_data['GHI'][tmy3_data.index > '2005-01-01'].plot()" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 6, - "text": [ - "" + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } ] }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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+n29Ju3Tqg3K9f4JLbpzPps1bBw2JGg2dmDq7tqr+WkQyba4v73t81Ck3s2pd\na/rR/PC39/HDC+8b8fdJRVB+g80c8Dyfbzy2XH/P81z9jwXDTdKIGqm4OdzZz0bDjYuIZMv981e0\n5H2eXLiWJxetHfH3SUVQzu2xXcXXGqku2NDZnZ6q3Vamo6PF7yciknGr1nVxzT8WDNi2tad3xEro\n40bkrM2gYlvd9BcTkaxrdSfe0y97kEUrNg7Y9qOL72f+wrX8+Oi3sP30SU19v1SUlMsZboBRgbF+\n6rEuIllQvp/XwI3dW3v4yaUP8NBT/dXfW3t6ufWBRQMmYSoNyADzF4Zq7OVrNjUpxf1SGZSL/3jt\nHihGMvml5+7o+19jalsSTUQkPRq9bN0/fwWPPrOKn/7uob5tN9zzPHP+4vzq6nlNSl39UhGUBwWD\nZkSyNg/m1Tz+7Gr+dEfJnN/DDKqKySIymhWGWy1Yur7iPnN9Wd/jJxauHTBEqxlSEZRL5RlegMiT\n7VWiAE69+P5B255atHbImoUXVmzkhTJVMQWKySIyulW/Cp75x0f6Hv/xtqc5/n/vbGoKqnb0MrM9\ngAuAFxHi3dnu/jMz2x64FNgTWAAc6u5r4jHHA0cCPcAx7n59XakqiixZDK0jVSK9/Lanh3z92+fe\nBcB5x72n7OuqvhaRdpTP5wcMVypXKHt+2Qb22r3ySJ+0qKWk3A181d1fBbwJ+KKZvRI4DrjB3XPA\njfE5ZjYLOAyYBRwInGVmjZfIG2xUTk1bdJmEpCZtJRSTRST9Bl9AH31m1cCJPcpcY1fWs1hPgtfo\nqsHS3Ze4+wPx8QbgMWA34CBgTtxtDnBIfHwwcLG7d7v7AuBJYL96EhWqrxUhWi1Va06LiNTo+eUb\n6j5mJGPMvY8v45gzbmfVui7y+TyLV26kp7e29ZzrKsGa2UuAfYG7gJ3cfWl8aSmwU3y8K7Cw6LCF\nhCBes+KSZEM3LCktiRak9n4jrekSERlC2goUZ13xCBs2dfO3hxfz8NMrOeGcu7jw+idqOrbmoGxm\n2wB/AL7s7gO6prl76FtVWV1hMp/PD+tPnKZOXulJSXVj0vW9FhGpKkxkWP1KW3YIaem2Jq8YnAee\neD60df/t4cU1HVPTjF5mNp4QkH/j7lfEzUvNbGd3X2JmuwCFfuKLgD2KDt89bitrxowpTJs2cEaU\nCRPGMXZLDwATJ45j5sxptSSzz6RJ49l228kDtk2fPqnu8zTDDjtsM2jbtttOaXk6ivNe8e/Q0ZHI\n32gkZCEUBpM1AAAgAElEQVQfWcgDZCcfkI28tHseJk4cP+D5NtMmMW7z1gHbpk0bfL2fXrJt+gv9\nZcvC9kmTwrnHjKnvWli8b2dX/8QjUyZPYNz4QrV1beespfd1B/ArYJ67/7TopSuBI4BT4r9XFG2/\nyMxOI1Rb7wXcXen8q1d3smHDwAb4LVu20rM1ZGRz11aWL688Zqycrq5u1qwZOHZs/fquus/TDOXe\nc+3a5o5rqzcdlf4OHUO81k5mzpzW9vnIQh4gO/mAbOQlC3noKgp6AL/76xOs7xy4bV2Z6/269V08\ntWAl/vwalq3u5K55/eONC/sWzt3bm6/r71TYd/HKjZxwzl192zds3ExPbyh3b+3p5b9/dSef/9Cs\nIYN+LSXltwKfBB4ys8Lg2OOBk4HLzOwo4pAoAHefZ2aXAfOArcDRsXq7ZvMXrmVsrEttp+rfcr5+\n1t8HbbvkxicTSEl1Y1Lb2C0iUt6KOnpVn3rx/bXN1dDgEBl/fs2A56WnuWveUvZ/w+68fNdtK56j\nalB29zuo3Pa8f4VjZgOzq527kp7efN/dRRYtWdX6knJNFJNFJOWGExmGCsjA8GdFLHlerq27WrxP\nxYxeQ/0ZGlm6MRxX+h6KONXoLyQimZCSMl0j4Su9SzcORz41n0lb0dhwEZH648dRJ9/EzjtMYfHK\nGmpB26GkLCIi0ixlh0jVEGkbLZbkobaAXINUBOV67ko6u7ZW3wnSO5dlClx757Nlt4/RQGURSbuM\nX9pTEZSHUhpbN3f3JJOQNnfz/f1DxX93y1MJpkRERCpJfVAuNW5sbaW5jN9M1e0313nVfdSkLCJZ\nVc9Mj82saK33utp2QbmWv5UCcmPUQ11EsqDhoNqCS2C1m4PUB+VGhkTly/S+TtN82GmlkrKIpF2j\n1/LpUyY0OSUjI/GgfOXfnmGuLx9yn3w+z2PPrmbzluG1Jzc65nm0UFAWkazaZsr46julQOJB+Yrb\nn+GxZ1cPuc9cX86PLr6fs696tPa66ZL9zr36MY4/+87GEjlKqPpaRNJu/LixDR1XS5lsZK6A9Z01\n8aBcTR54bllYwPqB+SvqOG7wJ7Bs9aZmJSubFJNFJOVe/bLtW/I++XyehTH2NH6O+o9pixm9CrGi\njr5zI5OQjFNMFpG0a8XCOfl8noefXslPf/fQiL9XqdSXlGFgW2fN4VZxuW4dmjxERDKqturr/mvg\nk4vWNeV9672qpj4oN7tv1s33LWzuCTNEIVlE0i7r5a30B+UGP4JKR/3m+icaT0zGaUEKEUm9GkJC\nucJc/bEkmfCf+qAMJcFCw5pGjGKyiGRBowtStGTykLZfJSpf/98pj2K3iEgWNbv2dKRlbprNfH5g\nVJ6/cG1yick43ciISBYM91qW5LUw9UG5t6SkfNYVj9R4pCKMiEjm1HBp7y3fqFxVGlrwUj9O+bFn\nV1ed8WsQxeOGlP0ii4ikSE1XqQY6ei1Z1cmWrckvDZz6oNwoxZcG6G8mIilXy7W93kvZirWb+FbR\nNMzNuhSGG4GMTbPZiDyKL43Qgh0iklVDXd6Wr+mqa/+RlMmgLI1RSBaR9GtwoPIQ0tCWXJDdoKwI\nIyKSOY1WXw9VE/jAk6WLHY1cALn38WWsXr+54uuZDMp3P7aUy297OulkiIhIAuqter7+nudHJiFl\n/HXuQv7fmX+r+Homg3I+DwuXD2/JrdEoTVU4IiKjUdXe12Z2HvAvwDJ3f3Xctj1wKbAnsAA41N3X\nxNeOB44EeoBj3P36kUm6NJvmvhaRtKulEFyuqrpd+rHWUlL+NXBgybbjgBvcPQfcGJ9jZrOAw4BZ\n8ZizzCyTpXEREWm9WkaJDDf+pnpGL3e/HSidveMgYE58PAc4JD4+GLjY3bvdfQHwJLBfc5IqIiJS\ngwbXo0iDRkuxO7n70vh4KbBTfLwrULxg8UJgtwbfQ0REpG5lA3Adxd+uLcnN7DXsGb3cPW9mQ+W2\nXW5QpANmzpyWdCqaIgv5yEIeIDv5gGzkpd3zMK2GRYmmTp3ANtMnc8Ndz/Zt23a7KXW9z5QpE+pO\n26BzTJ7A+HFj6zqm0aC81Mx2dvclZrYLsCxuXwTsUbTf7nGbtIEOYPny9UknY9hmzpzW9vnIQh4g\nO/mAbOQlC3lYt27w7Ful1q/fzDmXP8QN9/YPdVqzprOu9+ns3FJ32sqdY/y4+iqkG62+vhI4Ij4+\nAriiaPvhZjbBzF4K7AXc3eB7iIiIDFDresrL12wqOS4Z9XYaq2VI1MXAO4Edzex54DvAycBlZnYU\ncUgUgLvPM7PLgHnAVuBod1f1tYiINEdNM3rlGTu2o3RjW6galN394xVe2r/C/rOB2cNJlIiISDm1\nxNZnl6xn1brKU1nWorNr67COb1Rml26U+mnyEBHJgrsfWzZoW54848aOYWtPb03n6NqSTFDWxB4i\nItI+Gq2GrvM4Ld0oidN6yiKSdrV29Cqn1srAHaZPordJ18N6z6KgLH0Uk0Ukq+q5vE2fOn7E0lGN\ngrL0UUlZRNKu0cvU/U8sp3trbe3J0EGvqq8laQrJIpJVtzzwQl3799TYIayaervPKihLP0VlEUm5\nVlTo5fOhp3YSNCRK+jSrY4OISDtbsGQ9C5YMfzrS55dtqHuaTQVlERFpG8Ppfd1qjzyzqu5jVH0t\nfVRQFpHUy/h1SkFZ+rTTHaiIjE5Zv0opKEsflZRFRJKloCx9NE5ZRCRZCsrSRzFZRNIu64UHBWUR\nEZGUUFCWPlm/AxWR9pf1q5SCsvRRTBaR1Mv4dUpBWfpoSJSIpF3Wr1IKytJHJWURkWQpKEsfxWQR\nSb2Mlx4UlKVfxr/sItL+sn6VUlCWPkkt6i0iIoGCsvRTUBaRlMt6hZ6CsvRR72sRkWQpKEufrN+B\nikj7y/okR+NG4qRmdiDwU2AscK67nzIS7yPNlfUvu4hI2jW9pGxmY4H/AQ4EZgEfN7NXNvt9pPkU\nkkUk7bJ+nRqJ6uv9gCfdfYG7dwOXAAePwPtIk6mgLCKpl/Hr1EgE5d2A54ueL4zbJPUy/m0XEUm5\nkWhT1pW9TS1atoFjzrg96WQMW0dHR9u3j2chD5CdfEA28pKFPGzZ2pN0EkbUSATlRcAeRc/3IJSW\ny7rqJwd3jEAaRERE2s5IBOV7gb3M7CXAC8BhwMdH4H1EREQypeltyu6+FfgScB0wD7jU3R9r9vuI\niIhkTUe7ty+IiIhkhWb0EhERSQkFZRERkZRQUBYREUkJBeU6mVlbD+Eys1eb2bZJp6NZ2vnzMLMZ\nZjYi889LY8xsRzOblXQ6hsvMxiedhmbIQj7qzYMuCHUwsyOBZ4Cbk05LvcxsJvBd4C3A54G5yaao\ncWZ2CPCvwL+7+6ak01MvM5sKnApMBL4JrEw2RY0zsx2BHwB/dfc/JJ2e4TCzrwKfBX5GGDnSdszs\n1cDRwK8Iw1Pbkpl9BDgcOAP4e8LJaUijeVBQroGZfRT4GmESlGMSTk7d4g/1QeDbwH5x2FrbiQub\nnAb0Av/j7pvMrMPd22YIgZl9iLBgy+XAN9x9Y9zeVvkAMLPvA+8F7gCuSDg5DTOzKYQg/DCwv7sv\nSzhJdTOzCcCPgHcA57l7WwZkM9sZuBTYDPzY3dsuIA83D6q+rsLMXg+cCNzo7oe34w/W3R8GngXu\ncfetZvYOM3t50ulqwIeA97n7v7j7tWY2rt0CGbA3cAtwvLtvjJPs0G75iNXu3wbOcvdvuntPXCGu\nbRSaPty9E7gdWObuy8zsVWa2j5ltk2wK63IA8E/Ad93950knZhh2A2YA33P362OtUrsZVh40TrkM\nM5sIbOfuS81sB+AIQq3Cb4DPAE8BC9z9bjMb4+69yaV2MDN7DeFG4nrgEXe/3cw+CPwRuIbwhekA\n7gR+7u6LEktsFWb2DsLNxKb4fD6hyncb4O2E5oSfu/v65FJZmZkZ8E7gfne/J94MfY4wR/zewBTg\nMeBv7v77NH6fCsxsb8Ld/7J4Q3Es4Ubp08Bs4EngDne/IcFkVhUvkj8BVhHS++f4m19GKPW/CHga\nmA58La2TH5nZa4Et7v6YmW1HqMVbCawD3g88BMx39z8mmMyqzOzfCCsLPmBmY4B/JzSz3Uf4fj0C\n3OXuFyeYzCE1Mw8KyiXM7BuEaUGfB84hBDYDTgLeSliKcjlwFPAWd38uoaSWZWavA84HLgQ2Eqrd\n3+Hui83sN8AT7v6DWBV8AvBbd782sQRXEGsofkmoqn4U+Ie7n2tmHyNUDf2O0Pb3PcLNxS/c/YWE\nkluWmR1MaNv7LSEwn0JI98HAV4A/AL8nlHK+Svic1iST2spiCXg24XdxIzDG3Y+Ir70AjCWUmicB\nHwZOc/e/JJTcIZnZdML35ylCAD4WON3dLzSz/wDeDXzK3beY2c+B59391ORSPJiZTSN8b3YAuoFf\nEL5XryFcp3YgfNd2ItwwHePuf0smtZWZ2UsJv4FV8b/HCemeHrdvBI4n3Lz+AHizuy9JJrXljUQe\nVH1dxMx2Bd4DfIRQKn4f8HV3f4hwcX23ux/t7t8ltKGdmFhiKxsHPOjuP3b3XwDXEtowAY509x8A\nxLv/zUBae5oeQGgyeBNwETDbzHZ3998BH3D3w+KF5mjgg8CEBNM6gJl1xLvltwGfdfcvE74r/wx8\nMnaI+rS7/9TdFwIXAA68KrFED21n4A2Ei/6RwB5m9uP42ruBt7n7ObHa1Ak1GGm2Gpjt7pcA3wG+\nbWbbufsvgY+7+5a43y2E0k7avApY7O5vAP6L8Lkc4+53ES78b3T3S9z9DODPhN9HGu1OqCHan9AJ\ndUfgB+6+GDjK3Q9w93vd/UJCSfOzCaa1kqbnYdQH5VhtVfAGYKy7LwD+RAjMbzazt7j7Fe7+YNG+\nDtzVupSWZ2bvN7PjzGyvuGkG0BvvpgG+QVgg5AB37y467t2EGoB7Wpvi8sxsrJntUnhMKH09Y2bj\n3f1G4DLCBQdC7QUA7j6fsPBJ4t9lM3tj/BymxiroKYQbOwg3R3cBbzOznLs/U3ToAYTq+EdamuAh\nmNmLi57OJPRJmBTbvj8P/IuZvdLdnVBtXbCIEPRSwcxyZnaCmb0rtiFPI9zATTGzse5+DaGa95vx\nkI543MuBTwI3p2HYnZntEm/0INwk7QPg7n8FbgBeYWbvdfdbCaXngt0I7eWJM7Nx8fOYFDftS/hu\nAcwHfgy8z8xeF6vkx8TjJhC+U7e0Os2lWpGHxC9kSYlB4BzgN7EXKYQL5w5m9vZ4t/wYIQB8pui4\n6Wb2A8KFKdFhE2b2XUIV7ouAU8zsKMJwrVnAmwDcvYtQvfX9eMwuZjYHOJnQM/C2JNJezMy+QBii\nVaieHgOsB15XdCPxLWB/M3u9u+fNbJKZfdHM5hKqjBJrRjCzyWZ2JqFa9Dig0G50GTDDzPaOn8P9\nwGLg9fG4V8XP4r+Bs919bdIBwMz2MLPrgQvN7EexTfw54BWEGz7c/SlCCaxwkzTezGaZ2aXAvwGp\nqLo2swOA2wjpPp7wHVpGqGb8lLsXFuY9DjgqtsuOsTA06jpCk8kZSXbCM7PXm9mDwNnAr81sMnAr\n8ETsJwLhe/Uo8HYLY2LHxJv16wl5fziJtBezMILlBUIP8YtjYehXwDvMbB933+ruTxNqjf4zHjY9\nXtPuAjoJ+UxMq/IwKoNyvHs5nnDH/HXgXTHAbU/48v87QOw8dD+w1cx2MrPdgbMId6rvSiqgxerR\nScCuhN7IXyME3vcB+xHu1r4RLzIQqn8XWRirvAH4lbu/0d2vKJyv5ZmIzGx7QjvkJwnV7G8nfDbn\nEC4ybwVw93XAHOJnQ6jVeBdhrPKxnuwwr92Avd39Je5+FLCtmX0JWEq4e/4EgLs/QWjnK3wuOxM6\ngL2h0BknBb2wP0YYPncgoXnjBGAyIUgdV7Tfd4BZsU1tEqFa7sGYl7SU+PcBvunuXye0ec8Avkyo\nZvzXeFM0IV5IrwVeTejDcAdh6OCp0He9aLn4u/wyoYf7hwnj2k8l/L3/BhxoZhM9jAhZAewcb2J3\nJzQznOfuH0m6I6eFjnUHAx9294MJJcbvANsSAtzsuN84Qs1dl4VharsCLyH8xv8j3tgmopV5GJVB\nOVYt7g3cFjtq/QehJPBuQlXPFDMrXPyfBV4GrIntf//P3T/v7qtiabtlAS3e/e7l7vn44e5DqPoE\n+AdwNaG36O8Id3TfMrM3EDql9bj7cndfX7iZiF+glgcCGzjDzT7A9Hghvw44jxBwZxG+7Mda/wxL\nzxICBsDd7v4xd59rZmNafeE0s1zR0zywvKgJ4VhCUNuGWHNhZp+Or60lBDnc/UZ3/2k8X1rmDHg3\noY2sEziTUAL7FqHzSs7MPhbT2kX4zq0m1Goc7+7FF6aWi80HrzOzGXHTzsAH4uMHCJ2h9ic0jZxL\n+Jw+aKGH/16Enso97n5P8e/bE+oNH3+XWwmlewjXqb0JQ5/uJuTjq/G1u4E9zWySuz8b+1xc0uo0\nF1joUAeAh7H4ryS0t0IoNIwHPkq4+X65mX023lhPBaa4e6e7z3P3/3L3RJrYksrDqAjKZrabmf3Y\nzI6yMFwIQlf1qWY21d3nEe6O30QoSZ4BHGdmnyAEhlXAxPgDXRpLqmPiD3jEA5qZvcXMbiSUIM80\ns0LHrTOAj1lod90Q87DSzN5GaCN7gnBn/QHCRXWAJEqXZnYiRU0G8QZhgpl9OF785hNuLr7k7hcQ\nqt6+ZWa/JpRwFsXjtsTzjXX33lZdOM3sn83sBkJV+4/M7I2E7wzA9vF7cRehd++hMX+/Br5oZncQ\nJtv4UzxXof2yI6HP4u1mdp2ZzTazD8fNNxGGbBE7q1xJaB55DaGk/D5Cfm4jlPi74r5b4++i5Xkx\nsxeZ2QWEi+NXCW2sEG4qdo9NHt2E79YthNqAnwFXAYcRhkf9wkt6xbbq911gZp8ys2vM7Ptm9qa4\neQOheWCyh575lwGfIvwuzgW+YGanEJrZbgG6U9AE8h3gJjM7xcwOj5v/COwTfx/zCO34LyfcWBwD\nHGxmvyd8Lv+I50myBi+xPGR+SJSF9sqvEbqnjydUJXyBMETlrcAF7n6fhfmgLwFOdvdbzewDhEb8\nbd39m2VP3gKxyvl7hGrOc81sD0L7676EEsoZhLHIP4nVJWcCl3ockmJmu8SLa6KzRpnZKwjDtB4n\nzMr1a8LUjN80s/8LvNfdD437/jPwfwk3IRsIX/wPEoZvJVYVZ2bvJKT9VMLQoP8Exrv7t8zs5Ljb\n6fHGbU9C299+HiakeBGwZ1J3/cViSfYbhIB0KuGicgahw8p2hHayX7v7FRbG6X+BMDRoTiyF/iuw\nyt0vTyQDRSy06x0N7Orux8Zt8wi9qy80s28BOXf/THztWGCiu/93fL6dJzwMzUKnzDOBPQh9Pw4k\nfA7HA/9CqA37jocOqJjZw8Bx7n5NrEV6NWHseKLT/1qYyeoMQrPHjwg3cl8i3Mi9k3BDeqW732yh\nKfAC4Avu7haasd4K3JfwbzzxPGS6pByrSXcCPuLuxxEuqEuAHOHOcjyhd/Xu7r6W0HHrvQDufq27\nzy4EZEtutqJ1wLkxII919+dj2vcgBOVzgM+Z2WtjleP2hHwBfaWdQokyyTuwCcAp7v4ZD0PMPkds\nEyOUjHvjBRNCCf+lQLe7b3L3R9z9VHdf1OomAxhwtzsXONHdL3X3FYSOgIVq7F/Exx+INRfPEoJy\nL4C7LysE5BRUVU8g9Jh+n7v/NtZI/IPQ+WkF4Qb2KxZmTFtJ+E5NAXD31e5+biEgJ/i7IKZnM+EG\n6b+KNp9Hf4/YC4CXmFmh4800QptswVpINh8e+q7cB3w0BtY5hOvWZHf/DeHz+oD194j/E2EcLLF6\n9NKkA3K0EfiTu3/awyyCNxBqJ3YhtLMuJ+RjBw9NgasJzYa4+yp3vyrJgBwlnofMBuVYxdBN6Ljl\nAPGP9UogH4PwFYT24h+a2b6E6uubSs7TV1XdqnQXP48XnQfj455Yot8PWOShbfnvhGqsb5rZ04RA\nfWvpeVuV/iE8TfzbxjxOIZTwN8fP5VRCFe8RhDvVDYQSXJ9WNhnE9yu0/eZjLcMGwoxoBQuBfKxa\nfJYw2ckbgN/H0kweGFQKS6KquuT9O4FbYol+fLx5XUVodyUG6SWEKvovEMbuLy0+h/VPUZn09wrg\nUR/Ygea9hPQTL5yFnvt/I9S4XFTYsfBdSiofRb/3s919dbwRmkeYAGTn+NrPCDd8PzazEwidIh9q\nfWqHFm8uriralCeU4te4+1LCzd5kQs/lCwjX3tTkI/7GE89DpqqvY2mw7I8rXkSmEsYef9vdH43b\ntyf0MN2bUJ16eqvSOxQrM91ivJvPAT9x9w+WvDYN2N3jlIAJV1VXnSoyNg98gjCJRj5uew9huNAe\nhElbuoc4xYgys+MJNQ6nxBuj4tfGuHuvhdnfdnX3rxS9Np4wLGixu9/SyjRXUvhdlPtOFLaZ2S2E\nCSgeitu3IQSwfyE08dzY8oSXiAGr4g1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- "text": [ - "" - ] - } - ], - "prompt_number": 6 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "print(tmy2_metadata)\n", - "print(tmy2_data.head())" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "output_type": "stream", - "stream": "stdout", - "text": [ - "{'City': 'MIAMI', 'TZ': -5, 'altitude': 2.0, 'longitude': -80.26666666666667, 'State': 'FL', 'WBAN': '12839', 'latitude': 25.8}\n", - " year month day hour ETR ETRN GHI GHISource \\\n", - "1962-01-01 00:00:00-05:00 62 1 1 1 0 0 0 ? \n", - "1962-01-01 01:00:00-05:00 62 1 1 2 0 0 0 ? \n", - "1962-01-01 02:00:00-05:00 62 1 1 3 0 0 0 ? \n", - "1962-01-01 03:00:00-05:00 62 1 1 4 0 0 0 ? \n", - "1962-01-01 04:00:00-05:00 62 1 1 5 0 0 0 ? \n", - "\n", - " GHIUncertainty DNI ... PwatUncertainty AOD \\\n", - "1962-01-01 00:00:00-05:00 0 0 ... 8 62 \n", - "1962-01-01 01:00:00-05:00 0 0 ... 8 62 \n", - "1962-01-01 02:00:00-05:00 0 0 ... 8 62 \n", - "1962-01-01 03:00:00-05:00 0 0 ... 8 62 \n", - "1962-01-01 04:00:00-05:00 0 0 ... 8 62 \n", - "\n", - " AODSource AODUncertainty SnowDepth \\\n", - "1962-01-01 00:00:00-05:00 F 8 0 \n", - "1962-01-01 01:00:00-05:00 F 8 0 \n", - "1962-01-01 02:00:00-05:00 F 8 0 \n", - "1962-01-01 03:00:00-05:00 F 8 0 \n", - "1962-01-01 04:00:00-05:00 F 8 0 \n", - "\n", - " SnowDepthSource SnowDepthUncertainty LastSnowfall \\\n", - "1962-01-01 00:00:00-05:00 A 7 88 \n", - "1962-01-01 01:00:00-05:00 A 7 88 \n", - "1962-01-01 02:00:00-05:00 A 7 88 \n", - "1962-01-01 03:00:00-05:00 A 7 88 \n", - "1962-01-01 04:00:00-05:00 A 7 88 \n", - "\n", - " LastSnowfallSource LastSnowfallUncertaint \n", - "1962-01-01 00:00:00-05:00 E 7 \n", - "1962-01-01 01:00:00-05:00 E 7 \n", - "1962-01-01 02:00:00-05:00 E 7 \n", - "1962-01-01 03:00:00-05:00 E 7 \n", - "1962-01-01 04:00:00-05:00 E 7 \n", - "\n", - "[5 rows x 70 columns]\n" - ] - } - ], - "prompt_number": 7 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [], - "language": "python", + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:07:07 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:07:07 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:07:07 2015 South Africa Standard Time" + ] + }, + "execution_count": 8, "metadata": {}, - "outputs": [], - "prompt_number": 7 + "output_type": "execute_result" } ], - "metadata": {} + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] } - ] -} \ No newline at end of file + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.8" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} diff --git a/docs/tutorials/tracking.ipynb b/docs/tutorials/tracking.ipynb index 939974c9ed..e856ca653d 100644 --- a/docs/tutorials/tracking.ipynb +++ b/docs/tutorials/tracking.ipynb @@ -120,7 +120,20 @@ "metadata": { "collapsed": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-23 07:00:00+00:00 145.999454\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-22 22:00:00+00:00 154.427822\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] + } + ], "source": [ "times = pd.date_range(start=datetime.datetime(2014,3,23), end=datetime.datetime(2014,3,24), freq='5Min')\n", "\n", @@ -256,646 +269,9 @@ "outputs": [ { "data": { + "image/png": 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e55+gmEyODlGwMrVaxcx7EtBp1Sz6WaaqttHRId008cshCA5wfu0PlG/ZjEtk\nFOHPzEWtE/dgm4Plm0+SVVjF4MQwEtsGoFKrCZ3xOG4dEqg+cpiipd86OkTBBkL93ZkwKJaKmka+\n2eh8vdhFIhcEO6vYv5eSVSvQBgQQ+fwLaNw9HB2SAOQUV7N0o4yfl56pI9pffF6l1RL+9DO4hIdT\ntvFnSjducGCUgq2M6hNFTKgXe1LzSc5wrl7sIpELgh3VZpyi4IvPUbu6EjH3BbS+Ys7u5sCkKMxf\nl47BqPDwqHjcXS+dIETj7kHEcy+g8fGhaMnXVB057KBIBVvRqNU8dk8CGrWK+T/JTrV2uUjkgmAn\njSXF5L7/LorRSNhTT6OPiHB0SILF1iM5nMopZ2DXcLq3D7riPrqAQCKefR6VTkfeZx9Tl9ly5uoW\nzKKCPbm3fwyllfUs25rh6HBumEjkgmAHxtpact79L8bKCoIfnIZH50RHhyRYnK+oY/nWDNz1WmZP\nuPrqZwCubWIJm/00SmMjOe+/i6Gs1E5RCvYyZkAbIgI92HokBznLOT5fkcgFwcYUo5G8Tz6iIecc\nviPuwFfMn95sKIrCop9PUNdgZOqIdvh5u173NZ5duxF43xSM5WXkfvAepkbnnUhE+CWtRs3MexJQ\nAfN/kmk0NP+RCiKRC4KNFX+3jJqUZNw7JxI09UFHhyM0cVAu4uipYjpE+zIoMeyGX+c3ajRe/QdQ\nl3maggVfoSiKDaMU7C0u3JsRPSLJP1/Dun1nHR3OdYlELgg2VLFvL6U//4QuNJSwWU+h0mgcHZJg\nUV3XyOINJ9Bp1Tw6usNNTcajUqkImT4D19g4KvfspvTnn2wYqeAIE4fE4ePpwprdZyk4X+PocK5J\nJHJBsJH67CwK5n9h7qH+q7lo3MUSmM3Jiu2nqahuYNzANoT43/xno9a5EP6rZ9H4+FK8fCnVKcds\nEKXgKO6uWh66Ix6D0cSC9XKzbnURiVwQbMBYVUXuB++hNDQQ+vgsXMLCHR2S0MSZ/Aq2Hs4hLMCd\nu/pE3/JxtL5+hP/qWVQaDXmffEhDQb4VoxQcrZcURGLbANLOlrL3eIGjw7kqkcgFwcoUk4m8Tz+i\nsbgI/7Hj8ezew9EhCU2YTAoL18sowMOjJLSa2/sZdItrS8j0mZhqa8n96AMxJ3sLolKpePjOeFy0\napZsOkl1XfOcvlUkckGwsuIVy6k5nopHYlcCxo53dDjCZbYn5ZKZV0m/jiEkxFhnQh7vAQPxGTqc\nhnPZFC7RzPwUAAAgAElEQVRe0KybYYWbE+jrxjjL9K3Lm+nYcpHIBcGKSvbtp/SnH9GFhBL6hFgI\npbmpqGngu20ZuOk1TBnRzqrHDnrgIfRtYqnYvYvyHdusemzBsUb1jiIiyINtR3PJyCl3dDi/IH5l\nBMFKGooKOfnOe6hcXAh/+hnRua0ZWr4lg+o6AxMGx+HrqbfqsdU6HeFzfoXaw4OirxdRdybTqscX\nHEerUfPIKAmARRtOYDI1rxYXuyRySZLUkiR9LEnSbkmStkiS1Pay7b+WJCnFsm2LJEnx9ohLEKzF\n1NhI3scfYqyuIXjaI+gjIh0dknCZk+fK2Hksj+hgT0b0sM30uLqAQMKenI1iNJL70fsYq6psUo5g\nf/FRvvTrFMLZ/Ep2JOc6OpxLaK+/i1VMAFxkWR4gSVJf4E3Lcxf0AB6RZfmIneIRBKsqXvYt9WfP\nEDxyBD4DBzs6HKuraqgmtzqflMoazpUUUlZfQXl9BeUNFdQbG2g0NtJoaqTRZMCoGNGptGjVWnQa\nHTq1FnetGz56b/N/Lub/h7gHEeoRgl5j+yVcjSYTC9fLADx8l4TGhrc8PDonEjB2PCXfryJ/3qeE\nP/u8uMXSQtw/rB1HThbz3bbT9JSC8XTTOTokwH6JfCDwE4Asy/skSep12faewJ8kSQoF1sqy/Iqd\n4hKE21Z5YD9lmzfhEhFJ3OwnOF/h3FN2ltaVcaoskzMVWeRWF5BXlU9l45VrllqVBletK1q1FleN\nHi8XT9QqNUaTkQZTIwaTgdrGWvKrC1H4ZXOkChX+rn6EeYQQ4RlGnE8McT5tcNe5WfWcNh08x7mi\naoZ0DaNdhI9Vj30l/mPGUZtxiupjyZRuWI//XXfbvEzB9vy89IwfGMvSLadYueP0xeZ2R7NXIvcG\nKpr82yhJklqW5QuT2H4DfABUAislSbpXluW1dopNEG5ZQ34+BfO/QKXXE/7U02j0esC5EnlpXRmp\nJemcLDtNRtkZSuvLLtke4OpPZ+8Ewj1DiQuORNPggo/eG1+9D+5atxuaEc2kmKhsqKK8voKy+nLK\n6svJrykkr6qAvOoCUkrSSClJA8zJPcwjhLa+scT7taWjfzyu2uvPgX7V86usZ+XOTDxctUwe2vb6\nL7AClVpN6OOzOPv3v1C8Yjlu7SXc4uLsUrZgW3f0imRHci5bj+QwtGs40SFejg4JlT2GSUiS9Caw\nV5blZZZ/Z8uyHNVku7csyxWWx3OAAFmW/3WNQzavngZCq2RqbCT5t3+kOjOT+BeeJ2ioczSpK4pC\nZmkWB3OPcSgnmcyy7IvbvPSedAhsS4fAdkiBcUT7hOOqu/UkeqMq6qvILM0ivSiD9OJTnCzJpMFo\nHrOrUWvoHBxPz/BEeoZ3Icgj4KaO/dbXh9hy6BzP3N+Vu/q1sUH0V1eWlEzqy/9AHxxEt7ffQOvh\nYdfyBds4Ihfy10/3kNDGn1efGXRT0/vehqsWYq8a+S5gLLBMkqR+QPKFDZIk+QDJkiR1BGqAEcC8\n6x2wqKjSRqE6XlCQV4s9v5Z0bkVLvqE6MxPvQUOgYzeKiiqb9fkV1hSxP/8w+/MPU1JnXp5Ro9LQ\nwa89XQI70sG/PSHuQf/7UVKgsqyRSv43CYYtzy9cE0V4aBQjQodhMBnIrswhtUQmpfg4SflpJOWn\n8cXhJcR6R9MntAc9Qrriqbt2YszIKWfLoXPEhHjRLdb/urFb/fzCY/G/Zwzn1/5A6lvvETb7aXv9\n6F9Rc/5+3i57nlukvxs944M4dKKIH7aeon/nUJuXGRR09Zq/vRL5SuBOSZJ2Wf49U5KkBwFPWZY/\nkyTpD8AWoB7YKMuyWIFAaNaqU1Mo3bAeXUgowQ9Oc3Q4V1VrqONgwRH25R0ms8K8ipOLxoXeId1J\nDOpEgn88brfRbG0rWrWWWJ8YYn1iGBM3itK6MlJK0jhamIJceorMiiyWn/yBzoEJ9A3tSeeADmjU\nly5IY1IUvt54EoAH72iPWu2YBBowbgK1J2SqDh6gPGEbvkOHOSQOwbqmjmxH8ukSlm45Rbf2gbjp\n7ZVOf8kuJcuyrABzLnv6RJPt32C+Ty4IzZ6hooL8eZ+CRkPYrKdQ6607HtkaCqoL2Zazm715B6k3\nNqBCRYJ/PH1Ce9A1qLNdeopbk5+rL4Mj+jM4oj9l9eUcLDjK/vzDJBWlkFSUgp/el6GRAxgQ3gcP\nnXn8/p6UfDLzKuiTEEx8lK/DYldpNIQ+OZuzf/srRd8uxq1dOzE8sQUI9HHj3n4xrNqZyQ+7zlh9\ngqGb4bhLCEFwQoqiUPDVPIwVFQTePxXXmDaODukiRVE4fv4EW7N3cvy8eaiVr96HUTEj6BfWE1+9\n7Xtr24Ov3oc7oodyR/RQzlXmsit3H3vzD7Eq40fWZm6gd0h3BoT2Z/m2TFy0au4f5rgf2At0/gGE\nznyc3A/eJe/Tj4n+819R65zrYkr4pdF9o9l5LI8NB7MZlBhGeKBj+kCIRC4IN6Fsyyaqk5Nw79gJ\nvzvvcnQ4gLlH+LHi46w7s4nsyhwA2vrEMixqIF0DO/2iybklifQKZ6o0kbFxo9mbd4Bt53azO28/\nu/P2YwwNYWDwYAJ8msetA8/uPfAZOpzybVsoWfEdQVMfdHRIwm1y0Wl4cGR73ltxjKVbTvH8/V0d\nEodI5IJwg+rPZVO89Fs0nl6EPvakwyf5MCkmjhalsC5zI7nV+ahQ0SM4kVExw4nyss3MZc2Vu86N\nEdFDGBY1iF1nk/j62I9o/AvYa1hOdXIqd7e5gxjvqOsfyMaCpjxATXoapRvW45HYFfeEjo4OSbhN\n3doHkhDjR3JGCSmZJXSOvblRFdYgphsShBtgamgg79OPUQwGQmY8htbXcfdcFUXheInMKwfeYV7K\nIvKqC+gd0p0/932Bxzs/3OqSeFNqlZqkw1rqU/sx0m8ycT4xHCtO47WD7/Fp8nwKqgsdG59eT9iT\ns0GjIf+LzzBWVzs0HuH2qVQqpo5ohwpYsukURpPpuq+xNlEjF4QbULRsCQ25OfgMH4lnt+4OiyO7\nMpdVp9aSXnoSFSr6hvZkdJsRBLsHOSym5uT4mfMcPlFEu0hfJnbrAfThRGkGazLXk1ScyrGSNAaG\n9+We2DvwdnHMRB6ubWLNU7iuWkHBwvmEzZ7j0CFpwu2LDvFiUGIYO5Lz2J6Ux/Du9r2YFolcEK6j\nOjWF8i2bcAmPIOj+qQ6Joay+nNUZ6ziQfwQFhQT/eCa0vYdIr3CHxNMcGU0mvtl0EhXw0B3tLyZH\nyb8d8X5tSSpOZfWpH9mRs4f9+YcYFTOckVFD0GnsP1+2/z1jqE45RtXB/VR27YZ3/wF2j0GwrklD\n4tifXsiqHafpmxCCu6v90qtoWheEazBWV1Pw1TzQaAh9YhZqF/v2NDaajGzK2s4/9r7O/vzDhHuG\n8ky3J3im2xMiiV9m+9FccoqqGZQYRptQ70u2qVQqugV15s99X2Rq/AR0ah0/nF7Pv/a/RWqJbPdY\nVWo1YY/PQu3qSuHXC2ksKbZ7DIJ1+XjqubdfDJU1jazZc8auZYtELgjXUPjNIgylpQSMHY9rdIxd\nyz5VlskrB95hxak1aFVaHpIm84fez5HgL1b5vVxtvYFVOzPRu2iYNOTqc5pr1BqGRA7gb/1/z4io\nwZyvK+XDpHl8dmwB5y2z3dmLLiiIoAenYaqtJX/eZygOuLcqWNeo3lEEeOvZeDCbwrJau5UrErkg\nXEXloYNU7t2Dvk0s/nffa7dyqxtrWHh8KW8f/ojc6nwGhvfhr/1+y8CIvqhV4k/2Sn7ce5bKmkbu\n6ReDj+f1J+hx07oyuf1Y/tD7Odr6tOFoUQr/3PsG36f/jNFktEPEZt4DBuHZsxe1J2RK16+zW7mC\nbbjoNNw3rB0Go8KyLafsVq74VRCEKzCUl1O4cD4qnY6wx59EpbHPWOyjRSn8c98b7M0/SJRnOL/p\n+QwPdbgPTxex2MbVnK+o4+cD2fh56RnV++aGmEV4hvHrHnN4JGEKLhoXFiWt5M1DH5JblW+jaC+l\nUqkIeWQGGh9fSlavpD7nnF3KFWynT0IwbSO8OSQXIWfZp5VHJHJBuIyiKBQs/ApjVSWBk+7DJcz2\n96IrG6qYl7KIz44toNZQx4S29/DbXs8S6xNt87Kd3Yrtp2k0mJg0JA697uYvuFQqFf3CevGXfr9h\nUEwfzlZm8+qBd/jpzCa71M41np6ETJ+BYjCQ/8XnKAaDzcsUbEelUvHAyPYAfLv5FCY7rDAqErkg\nXKZyz26qjx7BLV7Cd+SdNi/vcGEy/9r3JocLk4n1juGPvZ/nzphhLXpGNms5m1/JnpR8ooM96d/p\n9lag8tR5MLffTGZ3eRQPnTs/nF7P6wffs0vt3LNrN7wHDKL+7BnO//SjzcsTbKttuA/9OoZc/H7a\nmkjkgtBE4/kSCr9ZhErvSujMJ2w6e1udoY6FaUuZl7KIemMDk9uN4YWecwj1CLZZmS2Joigs2XwS\nBZgyop3VVjdLDOrEn/u+SL+wXmRX5fLqwXfZmr0LxcY1q6AHHkTr50fJD6upz86yaVmC7U0e2hat\nRs3KHadpNNi2ZUckckGwUBSFgi+/wFRbS/DUB9EF2W6SlczyLP5z4B325h0kyiuCP/R+jhHRQ0Rn\ntpuQnFFCelYZiW0D6NjG36rHdte580jCFGZ1eRS9xoVlJ1fzYfIXVDTYbr1rjbsHIdNngtEomthb\ngAAfV+7sFcn5ino2HrJt3wfxqyEIFuXbt1GTlopHl0S8Bw+xSRkmxcS6zE28dfhDSmrPMypmOL/p\n+StRC79JRpOJpVtOoVLB/cPa2qycrkGdeKnPCyT4x3O8RObf+94ipTjNZuV5dEnEe9AQ6rOzKFn7\ng83KEezjnv4xeLhqWbv7LFW1jTYrRyRyQcDcpF687FvUbm4ET59pkykzy+sree/IZ6zJXI+3ixdz\nu89ifNu70arFBIs3a0dSHnklNQzpGk5EkKdNy/LRe/N018eY3H4sdYY6Pkr+kpWn1tqsI1zQlAfQ\n+vtz/sc11J09Y5MyBPvwcNVxb/821NQbWLvnjM3KEYlcaPUURaFw4XxMdXUETXkAnZ+f1cs4UZrB\nKwf+y4myDBIDO/FSn18T72e7mmRLVltvYNWO0+h1GiYMirVLmWqVmhFRg/ltr2cJdgtkY9Y2/nvk\nE0rryqxelsbdnZBHHxNN7C3EyJ4RBHi7sunQOYptNEmMSORCq1e5dw/Vx5JxT+iE9yDrNqmbFBM/\nndnMu0c+paqxmkntxjCry3Tcde5WLac1Wbcvi4qaRu7uF31Dk79YU6RXOL/rPZcewYmcLj/DKwfe\nIa3khNXL8ejUGZ8hw2jIOUfJD6utfnzBfnRa82yDBqPCyh2nbVKGSORCq2YoL6fw28WoXFwImT7D\nqk3qNY01fJT8JT+c/gkfvTe/7vEUI6OHiJWubkNZVT0/78/Cx9OFu3o7Zoy9m9aVxzpNY0r8BGoN\ndXyQNI+1mRswKdadYjVoylS0AQGcX7eWuqyzVj22YF99O4UQHezJ3tQCsgqs32FSJHKhVSv8eiGm\n6moCJ99v1V7qedUFvHbwPY6XyCT4x/PH3s8T59PGasdvrb7fdYYGg4nxA2PRuzhunL1KpWJo5ABe\n7Pk0fq6+/Ji5gc+PLaTOUGe1MtSubuZe7CYTBV99gWK039SxgnWpVSruH94OBVi2NcP6x7f6EQXB\nSVQeOkDVoYO4tmuP7/CRVjtuclEqbxx8n6LaEkbFDOfpro+JKVatoOB8DduP5hLi786gxDBHhwNA\njHcUv+81l3hf8zKpbxz6gKKaEqsd36NTZ7wHDKQ+6yylP6+32nEF++sU60+nNn6kZp4nNfO8VY8t\nErnQKhmrqihcvBCVVkvojMesMvGLSTGxPPVHPjk2H6Ni4rFODzG+7d1ibLiVrNh+GpOiMHlIHFpN\n83lPPV08eKbbEwyNHGhpiXmXtPPWu28eNOVBNF7elHy/koYC+8wBL9jGfcPaAbBsq3Wnbm0+fw2C\nYEdFS77BWFFBwPiJuITefu2uzlDPvJTFLE35AT+9Ly/2fJqeId2sEKkAcCa/ggPphcSGedFTst1E\nPbdKo9YwJX48D3e4nwZjAx8cncfmrO1WmQ1O4+lJ8EMPozQ2UjD/S7HcqROLCfWif6cQsgqq2He8\nwGrHFYlcaHWqkpOo2LMLfUwb/EaNvu3jldSW8uahDzhadIyEoPb8vvdcorwirBCpcMFyy33F+4a2\nbdadBfuH9+b5Hk/h7eLJd6fWsDBtKQbT7Q8f8+zVG49u3ak9IVO+Y7sVIhUcZeLgOLQaFSu2mRf7\nsQaRyIVWxVhbS+HC+aDREDrj8dtenvRsRTZvHHqf3Op8hkT05y/DnsPLxbYTlLQ2qZnnOX6mlE6x\n/iRYeSpWW4j1ieF3vecS4x3FvvxDvH/0c2oaa27rmCqViuBp01G7uVG8fAmNpfZZHlOwvkBfN0b0\niKSkoo7Nh60zdatI5EKrUrx8KYbS8/jfMwZ91M2tXX25pKJU/nv4Yyobqriv/TimShPRihXLrMqk\nKJfUxp2Fr96H57s/RbegLpwsO80bhz6kuPb2OsHp/PwIvG8qptpaChcvsPkiLoLtjBnQBje9ljW7\nz1BTd/tTt4pELrQatSdPUr5tCy7hEQTcO/a2jrUleyefHVsAwKwu0xkeNcgaIQqXOZheyNmCSvp2\nDCEm1MvR4dwUF42OxztPY2T0EApqCnn94Ptklt/eqmY+g4fgFi9RffQIVQcPWClSwd483XTc2z+G\n6joD6/bd/kp3IpELrYJiMFCw8CsAQh6diUp7a/ObmxQTS0+sZvnJ7/Fy8eTXPeaQGNTJipEKFxiM\nJlZsP41GrWLiYPtMxWptapWaSe3GMDV+ItWNNbxz5GOOFB675eOp1Grz91eno/DrRRirqqwYrWBP\nI3tG4uPpwoaD2ZRX1d/WsUQiF1qF8+vX0ZCbg8/Q4bi1bXdLx6g3NvDpsflsO7eLcI9QftvrGaK9\nI60cqXDBjqRcCktrGdotnGA/557Sdkhkf55KnIFKpWZeyiI2Zm275aZxl5BQAsZNwFhZQdHSb6wc\nqWAvep2GcQNjaWg0sWbP7c3cJxK50OI1FBRwfs33aLy9CZx83y0do6qxmnePfMqx4jQ6+LXnhZ5z\n8He1/uIqgll9g5Hvd51Br9MwdqBz1sYv1zkwgRd6zMHbxYuVp9ay4tSaW57W1W/UaPTRMVTs3kV1\nyq3X8AXHGpwYRpCvK1uP5NzWgioikQstmqIo5o5BjY0EPzANjfvNz7B2vq6Utw59xJmKLPqE9uDp\nro/hpnWzQbTCBT8fzKa8uoFRvaPw8XBxdDhWE+UVwW97PUOoezCbs3ew4PjSW1oOVaXREDLjMVCr\nKVg0H1P97TXNCo6h1aiZMDgOo0lh9a7MWz6OSORCi1a5bw81x1Nx75yIZ+8+N/36vOoC3jz0IQU1\nhYyMHsIjCVPQiJ7pNlVV28hP+87i6aZjdF/HLIxiS36uvvy65xzaeEdzoOAwHx/7inpjw00fxzU6\nBr8778JQXCxWSHNifRNCiAjyYHdKPjnF1bd0DJHIhRbLWFVF0ZJvzCubTXvkpicSOV1+lrcOfUhZ\nfTkT293LpHZjxHSrdrB2zxlq640Xh+i0RJ46D+Z2n0VHf4njJTLvHfmU6lsYax4wbgLagABKN6yn\n/ly2DSIVbE2tVjFpSByKAqtucZlT8asktFhF3y3FWFlJwNgJN72yWUpxGu8e+ZQ6Yz3TE6ZyR/RQ\nG0UpNFVaWc/mwzn4e+sZ3r1lz46n17jwVOIMeod0J7Mii7cOf0RpXdlNHUOt1xM8bToYjRQs+EpM\n3+qkurULpG24N4fkIjLzKm769SKRCy1SzQmZih3bcYmMwu/OUTf12v35h/nk2HwAZnd5lL5hPW0R\nonAFa3afodFgYtzAWHTalv/zpFFrmN5xKsOjBpF/4TZOdeFNHcMzsSuevXpTdzqD8u1bbROoYFMq\nlYpJlgmPVmy/+Vp5y/9LEVodU2OjeRpWlYqQRx69qTHjO3P2suD4EvQaPXO7P0nnwAQbRio0VVRW\ny/akXIL93BjQOdTR4diNWqVmcruxjIsbTWl9GW8f/picqrybOkbwAw+Zp2/9bhmGspur1QvNQ0KM\nHx0ty5ymn725KXhFIhdanNL162jIy8Vn2M2NGd+ctZ1v5BV46Nx5vvts4nza2C5I4Re+35mJ0aQw\nYVBss1qm1B5UKhV3tRnBlPgJVDZW8c7hTzhbceP3vLW+fgROuh9TbS1FS762YaSCLU221Mq/255x\nU/MMtK6/FqHFayjIN48Z9/EhcOKNjRlXFIV1mRv57tQafFy8+XWPOUR6hds4UqGp3OJqdqfmExHk\nQZ+OIY4Ox2GGRg7g4YQp1BhqeffIZ2SUnbnh1/oMHYZrXByVB/ZTfSzZdkEKNhMb5k2P+CAycipI\nOnXjc/OLRC60GIqiULhoAYrBQPCD09C4X382MEVRWJ2xjjWZPxPg6scLPecQ6hFsh2iFplbtzERR\nzEs8qpvxMqX20D+sFzM7PUiDqYH3j35G+vmTN/Q6lVpNyCMzzWPLFy8QY8ud1MQhcahUsGJ7BqYb\nrJWLRC60GJV7d1OTdhyPxK549ux93f0vzJu+IWsrwe6B/LrHHALdAuwQqdDU2fxKDqYXEhvmRff2\ngY4Op1noGdKNWV2mY1JMfJT8JceKj9/Q6/RRUfiNGi3GljuxiEAPBnQK5VxRNfuPF9zQa0QiF1oE\n85jxb1G5uBD80MPXHTNuUkwsTlvO9pzdRHiG8esec/Bz9bVTtEJTKy1jZ801kdZdG2+qS2BHnuo6\nExUqPj22gMOFN9ZcHjB2PNrAQDG23ImNHxSLRq1i1Y5MDMbrDykUiVxoEYqWL8FYVUnA+InoAq89\nZtxoMvJl6tfszT9IjFcUz3WfjbeLcy2R2VKcyiknOaOE+ChfOrXxd3Q4zU6CfzzPdHsCF7WOL1IW\nszfv4HVfo9brCRFjy51aoK8bw7pFUFhWy87k649gEIlccHo1cjoVO3eYmxVH3nnNfQ0mA/NSF3O4\nMJm2PrE82/1JPHTOvbKWM1uxLQOASaI2flXtfGOZ230WblpXFqUtY3fu9dch9+iSiGevPmJsuRMb\nMyAGF52a73dl0tB47fn4RSIXnJqpsdG8zrhKRfAj115n3GAy8EXKYpKKUoj3bcuvuj2Om9bVfsEK\nl0g7c570rDI6x/kTHyVua1xLjLe55chd58bi9GXszt1/3deIseXOzcdTz529oiiramDz4Zxr7isS\nueDUSn/6kcb8fHyHj8AtLu6q+xlMBualLCapOJV4v3bM6ToTvablrKrlbBRFuTiD1aQhV//chP+J\n9Arnue6z8dR5sDh9Obty9l1zf62vL4GTzWPLC78VY8ud0ei+0bjrtfy499rrlTtlIjfewM1/oeVr\nyM/n/Nof0Pj6EjBh8lX3u5DEk4tT6eDXnjmJM3ARSdyhkjJKyMitoGd8EG1CvR0djtOI8AxjbvdZ\neOo8+Fr+jp05e6+5v8+QYbjGtaXq4H6qkpPsFKVgLR6uOu7qG01VbeM193PKRP764kOODkFwMEVR\nKFg0/7pjxg0mA5+nLLqYxGeLJO5wJkVh5fbTqIAJg2MdHY7TifAMu1gz/0ZewY5rJHOVWk3I9Bmg\n0VC4eAHGujr7BSpYxR09I/F0011zH6dM5LuScjmVU+7oMAQHqti9i9r0NPOY8R69rrhPo8nA5ykL\nOVZ8vEkSv/YfhGB7B9MLyS6som+nECKCPB0djlMK9wy9mMy/lVewI2fPVffVR0aZ1y0vKSH726V2\njFKwBje9lul3SdfcxykTOfyvt6vQ+hgrKyla9i0qyxKOV+rt3Ggy8PmxhRwrTiPBP14k8WbCaDKx\nakcmapWK8YNEbfx2XEjmXjpPvpVXsv3c1ZN5wNjx6AKDyFn9A3VZ177fKjQ/vTpce7ZJp0zkPToE\nk55VRtqZ844ORXCAomVLMFVVETh+IrqAX87EZk7iC0gpMSfxWV0eFUm8mdiTUkD++RoGJYYR4ieG\n/d2ucM9QnuthTuZLTqxk+7ndV9xPrdcT/PB0MJnE2PIWyCkT+SOjzUtLrth++qZWiBGcX016GhW7\nd6KPisb3CmPG/5fE0801cZHEmw2D0cT3uzLRalSMG9jG0eG0GGEeIeZk7uLJkhOrrtqb3aNzFwKH\nDKL+TCZlWzbZOUrBlpwykbeL8qVnfBAZuRUkZdz4CjGCczM1NlBwYZ3x6TNQaTSXbDdYmtNTStLp\n6C8xu8uj6EQSbza2J+VSXF7HsO4R+HuL8fvWFOYRwtxusy52gLvaDHCxj89E7e5O8YrvaDwvWjRb\nCqdM5GDu7aoCVm4/fcMrxAjO7fyPa2ksyMd3xB24xl469thoMvJF6tdNmtOniyTejNQ3Gvlh9xlc\ndGru7d/G0eG0SOGeoTzb7UnctW4sSlvGgfwjv9jHxdeXoPumotTXUfjNIgdEKdiC0ybyiCBP+nYK\nIbuwikNykaPDEWysPjeX0nVr0fr5ETBh0iXbTIqJ+ce/vThjm0jizc+WwzmUVzVwZ68ofDzE8D9b\nifQK55nuT+Cq1bMgbckVF1rxHjQYt/bxVB85TNURMZS3JXDaRA7mFWLUKhWrdpzGZBK18pZKMZko\nXPiVecz4Qw+jcXO7uM2kmFiUtoxDhUnE+bQR48Sbodp6Az/uPYubXsvovtGODqfFi/aK5FddzQut\nfJn6NUlFqZdsV6nVBD8ywzy2/OtFGGtrHROoYDVOnchD/NwZlBhGXkkNe1LzHR2OYCPlO7ZRe/IE\nnj164tm958XnFUXhW3kl+/IPEeMdxdNdH8NVq3dgpMKVbDiQTVVtI6P7ROHhKlpK7CHWJ5qnuz6O\nVq1lXsoiUorTLtmuDw/H/54xGEpLKVn5nYOiFKzFqRM5wLiBbdBqVKzeeWPrtgrOxVBWSvHypajd\n3FDsY5sAACAASURBVAh+6OGLzyuKwvKT37Mrdx+RnuE801UsgNIcVdU2sv5AFp5uOu7oFeXocFqV\ntr5tmJM4E7VKzWcpC0k7f+KS7f733IsuJJSyLZuoPX3aQVEK1uD0idzf25Vh3SIoLq9jxw2s2yo4\nl8JvFmOqrSXwviloff0AcxJflfEjW8/tIswjxNzBRyxF2iyt359Fbb2Re/rF4Ka/+sp0gm3E+7Xl\nqcQZAHyS/BWphf9L5mqdi3n6VkWhcOGXKAaDY4IUbpvTJ3KAewe0wUWn5ocbWLdVcB5VRw5Tdegg\nbu3j8Rk89OLzazM3sDFrGyHuQeYFJFw8HBilcDUV1Q1sPHgOH08XhveIcHQ4rVYH//bM6jIdRVF4\nZceHnCrLvLjNXeqA96DB1GdnU7rxZwdGKdyOFpHIfTxcuKOned3WLUeuvW6r4ByMtbUUfr0QlVZL\n8CMzUKnNX9Wfzmxm3ZmNBLr6M7f7LLxdvBwcqXA1P+49S32jkTH926DXaa7/AsFmOgV04PHOD2Mw\nNvJR0hdklmdd3BZ031Q0Xl6UfL+KhqJCB0Yp3KoWkcjBvG6rm17D2j1nqa0XTUTOrnj5Egylpfjf\nMwZ9eDgAm7K288Ppn/DT+zK3+2x89f/P3n2HSVXefx9/T98y23tfYOGwdFh6R0FAEUEEEUWwYEkU\nWxLT8yS/xCTGxAj2LqKoVJUqIL0vLB3OwsL23vvulPP8sWhQadvmzMzer+viumTPzJnP7ezMl/uc\nu/ipnFK4mrKqBral5BDoa2J030i14whAn5CePDXsIRrtFl479i6ZldkA6MxmQmbPQWlspOCD98Ty\nrS7IIYVckiStJElvSpK0V5KkbZIkdfnR8dslSTp46fjDLXkNs6eBiYOa9m3dcji7bYILqqg5cZyK\nHdsxRkUTMPk2AHZk72XV+bX4m/x4qv+jBHkGqJxSuJZ1+9KxWO1MHdEJg95t+gsub2jMAOYl3k29\ntYHFR98huyoXAJ/BQzH3T6IuVaZ862aVUwrN5ahP2DTAKMvycODXwL+/OyBJkgH4DzABGAM8IknS\ntbd6uYoJg2IwexrYeCCTmvprb8QuOCdbdTX5H74POh0RDz+C1mBgb+5Bvkhdg4/RzMJ+Cwjx+ulG\nKYLzKK6oY8fRXEL9PRneK1ztOMKPDAzvz32JM6m11rH46Dvk1RSg0WgInTsPndmH4lUraMzLVTum\n0AyOKuQjgI0AsiwfAC7fQDoROC/LcoUsyxZgNzC6JS/iadJz69A46hqsbDyQef0nCE5FURQKli7B\nVlFO8B3TMcXEcjD/CJ+eXYnZ4M3Cfo8Q5t2if+MJDrR2bzo2u8LUkfHodaI37oyGRgzkHulOqi01\nLEp5m8LaIvS+voTOnYdisZD//rsoNjFw2FU46lPmC1Re9nebJEnay45VXHasCmjxzc9xA6LwMxvZ\nkpxNZU1jS08jqKDq4H6qkw/i0SWBgEm3cqTwOEtOf46H3oMn+i0g0ix6d86uoKyW3cfziQjyYmgP\n8X45s5FRQ7mr61QqG6t4JeVtiutK8UkaiM+QodRfvEDJ2q/UjijcIEdN7KwELh9erJVl+bsRFRU/\nOuYDlF3vhCEhVx+tfM8EiTdXn2DbsTwevqNXC+Kq71rtc3VXalttdjbnP/4IrYcHPX75NCet6Xx4\n6lM89Cb+MHYhCUHxjg/aQu783sG127dkcyp2ReH+23oQFubrwFRtpyO9f7NCJuPhpWPpsdW8evwd\n/nzTs/RY+DhHn7lA6dqviBjYF/9+fVVM2zzu/t5djaMK+R7gdmC5JElDgctX8j8LdJUkKQCooemy\n+r+ud8KioqqrHhuQEESQrwfr9lxkVK8wl9syMSTE55rtc2VXapu9vo7MF/6Jvb6eiEce50BFNm8d\n/widVs/jfR7Ezx7kMv8/3Pm9g2u3L6e4hh2Hs4kOMdM1wjX/P3TE929Y0DDKO9Ww9uI3/GnLf3hm\nwOOELXiMzH/8jbP/epmY3/4BY6jz39LqCO/d1Tjq0vpqoF6SpD00DXR7RpKkeyRJWnDpvvizwCZg\nL/CeLMutWqJNr9MydWQ8VpudtXvTW5tdaEeKzUbum2/QmJuL//gJ5CQE8vaJJWg1Gh7v8wBd/OPV\njijcoC93X0QBpo9u2sxIcB2T4m9mYtxNFNWVsCjlbSxRoYTOmYutuoqcRf/BVl2tdkThGhzSI5dl\nWQEe/9GPUy87vhZY25avObxXOOv3Z7LreB6ThsYR6u95/ScJDqUoCoWfLqX25HG8evWhfPwQ3jz+\nASgKj/Z5gG4BXa5/EsEpZBZUkXy2kE4RPvRLCFY7jtBMGo2G2ztPxGK38G3WLhalvM1Twx8loLCA\nsk0byH19MdHP/hKNXiyz64zcdkipTqtl2shO2OwKX+2+eP0nCA5X9s1GKnZswxQTQ+M9U3jz1IfY\nFBsP955LYlA3teMJzbBmV9NnbPqozmhEb9wlaTQa7kyYwuioYeTW5PPa0XfxmjoFc9JA6lJlCpZ8\ngKKI7aKdkdsWcoBBiaFEh5jZdyqf3OIateMIl6k7l0rx8s/RBwTAA/fwurwUi93Kgz3vpXdwD7Xj\nCc1wIbeSo+eL6RrtR89OgWrHEVpBo9Ews9sdDI8YRGZVDm+c+AD/effj0akzlXv3UHVwv9oRhStw\n60Ku1WiYProTigJrdolt+pxJ6aYNAOjvm8lr6V9Qb21gXuLd9A/trXIyoblWX/ps3Tla9MbdgVaj\n5Z7uMxgUNoCLlZm8eeYTAh96CI3JROEnS7GWl6sdUfgRty7kAP0SgukU4UuyXERGvvuOaHQljYWF\n1Bw7ijYuhtcqN1NjreXexJkMDO+vdjShmVKzyjl1sZTEuACkWLFsrrvQarTMTZxJ/9A+pFVc5P28\ndQTcOQN7bQ0l675WO57wI25fyDUaDXeO7gz8r+cgqKv82y2gKGyLa6DaUsNs6U6GRQy8/hMFp6Io\nCqt2Nn2mpl/6jAnuQ6fV8UCPe+gT3BO57DzLA7PQenlRc+youFfuZNy+kAP0iA9AivHneFoJ53Mq\nrv8Eod3YLRYq9uyi1lPH8QiFu7pOZVTUULVjCS1wOqOM1Kxy+nQJIiFK7ETnjnRaHQ/2upcegRIn\ny2Tyos1YS0tozBXbRTuTDlHINRoNd45p6jGs2pGmcpqOLWPfTpS6Os7GGZna7TbGxYxUO5LQAoqi\nsOa73vgo0Rt3ZwatngW976dbQAIpQfUAVB1LUTmVcLkOUcgBukb707tzEGczyzmdXqp2nA6prL6c\nvWuWAhA6fBwT4saqG0hoseNpJaTlVpLULYS48I65LGZHYtQZeKzPfDRSFxQg/cC32BWxb7mz6DCF\nHJpWnAJYvfOCuMfjYOUNFbx68A2i0itpDPBh3LCZakcSWkhRFFbvuoAGuGNUJ7XjCA5i0hl5eOij\nlIV5Y84tY/nhZaKYO4kOVcjjw31J6hZCWm4lx9JK1I7TYVQ0VLEo5W38z+VisEH4iHFimpILO5Ja\nRGZBNUN6hBEdYlY7juBAnnoPOo+dglYB+449rDj3legUOYEOVcgBpo3qhIamXrld/AK2u6rGahYd\nfZui6kLGnrGj0enwHSHui7sqm11hza6LaDQwdaTojXdEwWNvRhvgT9/UOg6d28Xq8+tEMVdZhyvk\nUSFmhvQMI6uwmuSzhWrHcWvVjTUsSnmb/JoC7iyJxFReQ/ikWzCGOP9OSsKV7TqaQ05xDSN6RRAe\n6KV2HEEFWoOR4Cl3oLcpjJEVtmbtZO3Fb9SO1aF1uEIOcMfIpt2Z1uy6iM0u7vG0hxpLLYuPvkNu\nTT5jgwcRu/8iGpOJ6Fl3qR1NaCGb3c6yTWfRaTVMHRGvdhxBRX4jRmEIDaPb2XK61HmzMX0rGy5u\nVTtWh9UhC3lYgBcj+0SQX1rL/lMFasdxO7WWOl49+i7Z1bmMiBzC6FMN2KoqCZx8G0Z/f7XjCS20\n92TTngWj+kYSLHYT7NA0ej0hs+eA3c70UzoCTf6svbiJLZk71I7WIXXIQg4wdUQ8ep2GL3dfxGoT\nvfK2Umet57Vj75FZlc3QiIFM90yi4tutGMLCCJg4We14QgtZbXa+2p2OQa9lyrA4teMITsDcpy/e\nffpiST3P45qh+Jv8WH1+Hduz96gdrcPpsIU80NeDsf2iKK6oZ9exXLXjuIV6az2vH3uf9MpMBocP\nYE63Oyn6dCkoCqFz5qI1GNSOKLTQruN5lFTWM3l4PIG+HmrHEZxEyN1z0Oj11K9Zy5M95uNjNLM8\n9Uv25BxQO1qH0mELOcBtw+MxGrR8vTedRotN7Tgurd5az2vH3udCRTpJoX2ZmziL6n37qE87jzlp\nIN49e6kdUWihRouNr/dcxGjQctdNXdWOIzgRY1gYAbdMwlpain77fhb2ewSzwZtl8ioO5B1WO16H\n0aELuZ+3kfFJMZRXN7ItRawd3FLfXU7/rojP6zEbpaaW4hVfoDGZCLl7jtoRhVbYnpJDeXUjNw+I\nJsBH9MaFHwq87Xb0AYGUblxPUKWdJ/stwFPvwcdnvuBQvljK1RE6dCEHmDQkFk+TjnX7MqhrsKod\nx+XUWet47ei7XKjIYGBYP+b1mI1Oq6N49Ups1VUE3X4HhsBAtWMKLVTXYGXtvgw8TTomDxX3xoWf\n0ppMhM65D2w2Cj/+kCjvcJ7o9zAeehMfnf6Mg/lH1I7o9jp8ITd7Gpg4KJbqOgtbkrPUjuNSai11\nLD76LhcrMxkUNuD7Il6ffpGKndsxRkYSMP4WtWMKrbD5UBbVdRYmDY7F7CnGOAhXZu4/AHP/JOrO\npVK5ZxdxvjE82W8BHnoPlpz+XFxmb2cdvpADTBgUg9nTwMaDWdTUW9SO4xK+m2KWUZnF4PAB3N9j\nFlqNFsVmo+Djj74f4KbR69WOKrRQVW0jGw9m4uNlYPzAGLXjCE4uZM59aD08KFr+BdbKSuJ8Y1h4\n2WX2fXnJakd0W6KQA54mPbcOjaOuwcrGA5lqx3F6tZcWe8moymJIeBJzE5uKOED51i00ZKTjO2wE\nXt0TVU4qtMaG/ZnUN9qYMiweT5P4B5lwbYaAAIKmz8BeW0PR58sAiPWNZmH/R/DSe/LJmeXszT2k\nckr3JAr5JeMGROFnNrIlOZvKmka14zitGksti46+8/088fsSZ35fxC0lJRR/uQqt2UzIrNkqJxVa\no6yqga1Hsgn0NTG2f6TacQQX4T/uZjw6dabqwD5qTp0EIMYnqqmYGzz55OxyMTWtHYhCfonJoGPK\nsHgaLDbW7ctQO45TqmqsZnHK22RV5TA8YhD3dr/r+yKuKAqFnyxBaWggZOZsdD5ij2pX9tWei1is\ndu4Y0QmDXqd2HMFFaLRawu6fD1othUs/wt7QAEC0TyRP9X8Us8GbT+WV7MrZr25QNyMK+WXG9Isk\nyNeDbSk5lFbWqx3HqZQ3VPDflLfIqs5lRORg7uk+4/siDlB9OJma48fw7J6I7/ARKiYVWqugrJZd\nx/IID/RieO9wteMILsYUE0vAhIlYioooXff19z+PMkd8X8w/k1exM3uviindiyjkl9HrtEwdGY/V\nZmft3nS14ziNkroyXj7yJvk1BYyLGck90g+LuK22lsJln6DR6wmbO0/sNe7i1uy6iF1RmD66Mzqt\n+IoQmi9o6jT0QUGUbtpAQ/b/ZgNFmsN5qv+j+BjMfJ66hm8zd6qY0n2IT+mPDO8VTligF7uO51FY\nXqd2HNUV1BbxnyOvU1xXwuT4m5mRcPtPCnXxqhXYKsoJnDIVY5jowbmyzIIqDpwuIC7MhyQpRO04\ngovSmkyE3TcPLs1iUS7bZTLSHM7TAx7Fz+jLyvNrWX9xs9jPvJVEIf8RnVbLtJGdsNkVvtx1Ue04\nqsqpzuPlI29Q3lDBtC63MqXzxJ8U8brz56jYsQ1jZCSBk25VKanQVlbvvADAjDGd0YorK0IrePfu\ng8+gwdSnnadix/YfHAv3DuPZpMcJ8ghk3cXNrE5bJ4p5K4hCfgWDEkOJDjGz/1Q+OcU1asdRRUZl\nFv898iZVjdXc3W0aE+LG/uQxitVKwZIPQVEImztfzBl3ceeyyzmWVkK3GH96dhKr8QmtFzJ7DlpP\nT4pXLcdaXv6DY8GeQTyb9DhhXqFszdzJZ/Iq7IrYibIlRCG/Aq1Gw/TRnVCAL3ddUDuOw50vv8ii\nlLeps9YzN3EWo6OHX/FxpZs20Jibg9+YsXh27ebglEJbUhSFlTv+1xsX4xyEtqD38yf4rlnY6+oo\n/OyTnxz3N/nxzIDHiDZHsjv3AEtOf47NLjawai5RyK+iX0IwnSJ8SZaLyMivUjuOw5wpSeXVo+/S\naLfwYK97GRox8IqPaywooPTrL9H5+RE8Y6aDUwpt7dTFUlKzyunTJYiu0f5qxxHciN+oMXh0SaA6\n+RDVx4/+5LiP0cxT/R+lk28chwpSeO/kUix2se9Fc4hCfhUajYY7R3cGYHUH6ZUn56fwxvEPUFB4\ntPc8BoT2ueLjFEWhcOlHKFYrobPvRefl7eCkQluyX9Yb/+53XhDayvdzy3U6Cpd+jL3+p1N7vQye\nPNHvYboFJHCs+BRvHvuABptYmOtGiUJ+DT3iA5Bi/DmeVsL57Aq147SrbVm7+eD0Mow6A0/0fZhe\nwVdfXrVq315qz5zGu3cfzAMHOTCl0B6OyEVkFFQxpEcYsWFiIR+h7ZmiogmcdCvW0hKKVy2/4mM8\n9CZ+1ucBegUlcrbsHK8efZdaS62Dk7omUcivQaPRcOeYph7Kqp1pKqdpH4qi8GXaBlac+wpfow/P\nDHicrgFX75VZKyoo/OxTNCYToffdL+6lujib3c6qnRfQajRMG9lJ7TiCGwuccjvGiEjKv91K3bnU\nKz7GoDPwSO/7SQrty4WKdP5z5A3K6suv+Fjhf0Qhv46u0f707hzE2cxyTqeXqh2nTdnsNj45u4Jv\nMrYR6hnMc0k/J8occc3nFH76MfbaGoJnzMQQFOygpEJ72Xsyn/zSWkb1jSAs0EvtOIIb0xqMhM1/\nEDQa8j98H3vjlS+d67Q65ve8h7HRI8irKeDfh18nv6bAwWldiyjkN2D66KaeyqqdF9xmrmOjrZF3\nTi5hX94hYn2ieDbpZwR7XnvKUdXhZKoPJ+OR0BX/sTc5KKnQXhotNtbsuohep+X24fFqxxE6AM8u\nCfjfPAFLQT4lX6256uO0Gi13dZ3KHZ0nU9ZQzn8Ov8GFCrEHxtWIQn4D4sN9SeoWwoXcSo6llagd\np9WqGqtZfPQdThSfoXtA16YlE43maz7HVlND4acfo9HrCZ/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+LY3VOy8wd6LU7pkacnIo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"earth_coords = pd.DataFrame({'x':x,'y':y,'z':z})\n", "\n", - "earth_coords.plot()\n", - "plt.title('sun position in Earth coordinate system')" + "earth_coords.plot();\n", + "plt.title('sun position in Earth coordinate system');" ] }, { @@ -940,657 +316,15 @@ "name": "stdout", "output_type": "stream", "text": [ - "cos(axis_azimuth_south)=0.984807753012208, sin(axis_azimuth_south)=-0.17364817766693033\n", + "cos(axis_azimuth_south)=0.984807753012, sin(axis_azimuth_south)=-0.173648177667\n", "cos(axis_tilt)=1.0, sin(axis_tilt)=0.0\n" ] }, { "data": { + "image/png": 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vPYfB0PbrIBK5IAiCjaTnVfLPzw5yvrCasX3D+P2cvnh72H5hFyWEBbjzt7sH0jchgJSM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\nt8wtX/6ZmFtup1QqFbPGWsb1fPXjuXa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3WHlyDU8MWU5SgGMWGwZOmoy5opzaLZsoeW0F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M76isr8LH2ZsRocOIbdfLqgv4xYS2CWZWzGRSiw+x8chX7Mr9lf35CQzpNIjB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\n0KPJLd3Em/mLyC3bBMDI04YxvveVtElKY3dpJVB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M76isr8LH2ZsRocOIbdfLqgv4xYS2CWZWzGRSiw+x8chX7Mr9lf35CQzpNIjB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\n0KPJLd3Em/mLyC3bBMDI04YxvveVtElKY3dpJVB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EJIV8urKCeQtLGdQ7n9OPGeR1OL43cVgxAJ+trPA4EuksyS7kTwA3tzt2C3CY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\n9ToczzQ1t/LYy8uJhENccoo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r+g4jIy3idkmSMPDAtgB8+s1KlyuRPaUgF5GkWLTuB95Z+S+IBziz81m0b5Ln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\ntrC0zn5vXl4O0aoqrvnwYWK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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3289,9 +541,9 @@ ], "source": [ "tracking_angles = pd.DataFrame({'with backtracking':widc,'without backtracking':wid})\n", - "tracking_angles.plot()\n", - "#pyephemout['apparent_elevation'].plot(label='apparent elevation')\n", - "plt.legend()" + "tracking_angles.plot();\n", + "#pyephemout['apparent_elevation'].plot(label='apparent elevation');\n", + "plt.legend();" ] }, { @@ -3317,327 +569,9 @@ "outputs": [ { "data": { + "image/png": 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Hk0hDUJGLSESYN3sGqZ99gicARaee1qjO2ran2vboyqaEdDLycigv1uZ1t1OR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\nebnUvPcGMT7YcPzxdO+pxVB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-max_angle] = -max_angle\n", "\n", "tracking_angles['with restriction'] = tracker_theta\n", - "tracking_angles.plot()" + "tracking_angles.plot();" ] }, { @@ -3678,404 +612,9 @@ "outputs": [ { "data": { + "image/png": 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WnWYm8s5is/sodtx4K8MRFpJELiKSzWYjZkwhruoqvF1dVofTL29XF5UP3g9A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\nTTBq2AAG7d6rmM0LIYTNFlO0hjahx9Yd2b5HZ15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"panel_norm_df = pd.DataFrame(panel_norm.T, columns=('x','y','z'), index=times)\n", - "panel_norm_df.plot()\n", - "plt.title('panel normal vector components in panel coordinate system')\n", - "plt.legend()" + "panel_norm_df.plot();\n", + "plt.title('panel normal vector components in panel coordinate system');\n", + "plt.legend();" ] }, { @@ -4110,651 +649,9 @@ "outputs": [ { "data": { + "image/png": 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vPYfB0PbrIBK5IAiCjaTnVfLPzw5yvrCasX3D+P2cvnh72H5hFyWEBbjzt7sH0jchgJSM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\nt8wtX/6ZmFtup1QqFbPGWsb1fPXjuXa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3WHlyDU8MWU5SgGMWGwZOmoy5opzaLZsoeW0F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ecHrW3Z1AXRBxSfSUlxZTVlIUmhb55h1d3PbAS6x4YTsARxw4gbNOPJDZM+vz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\nxRTFYuP+WhIOOT+lM7NPATc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incidence');" ] }, { @@ -5110,243 +724,9 @@ "outputs": [ { "data": { + "image/png": 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uqh55CIC8m27BkZBocUSjgzMtnYJvfRubw0HlA/fRXVPzpc8sX1fKe59UUJyb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\nJHIR9opykoh1Odgt7eRB8+6WCtweHwt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Ru+RSYxjkkqbN/rjUPAa5pOkbm+zW53ZIGmOQS5q2sdPPTHKpMQxySdPWskcu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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -6039,12 +827,12 @@ "projected_normal = (projected_normal.T / projected_normal_mag).T\n", "\n", "panel_norm_earth_df = pd.DataFrame(panel_norm_earth, columns=('x','y','z'), index=times)\n", - "panel_norm_earth_df.plot()\n", - "plt.title('panel normal vector components in Earth coordinate system')\n", + "panel_norm_earth_df.plot();\n", + "plt.title('panel normal vector components in Earth coordinate system');\n", "\n", "projected_normal_df = pd.DataFrame(projected_normal, columns=('x','y','z'), index=times)\n", - "projected_normal_df.plot()\n", - "plt.title('panel normal vector projected to surface in Earth coordinate system')" + "projected_normal_df.plot();\n", + "plt.title('panel normal vector projected to surface in Earth coordinate system');" ] }, { @@ -6070,206 +858,9 @@ "outputs": [ { "data": { + "image/png": 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Find the angle.\n", "surface_azimuth = pd.Series(np.degrees(np.arctan2(projected_normal[:,1], projected_normal[:,0])), index=times)\n", - "surface_azimuth.plot(label='orig')\n", + "surface_azimuth.plot(label='orig');\n", "\n", "# 2. Rotate 0 reference from panel's x axis to it's y axis and\n", "# then back to North.\n", @@ -6289,9 +880,9 @@ "# 3. Map azimuth into [0,360) domain.\n", "surface_azimuth[surface_azimuth<0] += 360\n", "surface_azimuth[surface_azimuth>=360] -= 360\n", - "surface_azimuth.plot(label='compass angle north')\n", + "surface_azimuth.plot(label='compass angle north');\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -6310,251 +901,9 @@ "outputs": [ { "data": { + "image/png": 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Bg2+jfv0GZY8xYMBg7r13NM8//1dq1EinTp261KxZi7PPPpcBA/qQmppKy5at6Nat4rGm\nAwYMZuLEcTz99JPUqFGD4cNHc9JJp8R02lppkJ98che++OK/DBjQh23b8unS5XRq1qy5y1PUqlVL\nZdq0h2jevAWDB9/GkCGDiUTC1KpVm7vuGkWbNkcxfvwobrjhjzRufMhvzkr3i7iffmaMyQBeAh4H\n0oGF1tovjDHDgHrAl8BR1to7ovd/GphtrX1rDw+r08+SVJBrgwOnvhee+pzNG/Ppc1uXRDepUh0o\nz58XV199KXPmzN3t7Y89No3rrvvjb653l1q06Bteemkew4bd7ennenUAPHeJOf3MGNMUeBs3mJ8D\n5ltrv4jePB9oD+QC5Q+pzQA2xbNdIrKfIprodqDY2/N80UW/322IS9WIW4/cGHMw8C5wo7X2nej3\nPgZustZ+ZowZBBwKTAbeBDrh9tj/AxxtrS3cw8Nr7YtIAj12/3vkbN7G0DHnJLopIgeK3X6iiuc1\n8mFAXWCEMab0osbNwGRjTBGwBuhrrd1ijHkIeB93hGDYXkIcIOhDKIGtL8i1wYFTX2FRMZFIJHC1\nHijPXxAFuTZw69uduAW5tXYwMHgXN528i/vOAGbEqy0iUski4IQ0tC7iBzrGVEQ8C0ci6BK5iD8o\nyEXEO012E/ENBbmIeBbRzm4SEK+99g+mT3847j9n3rzn4/bzFOQi4lkkrKF1CYaq+kA6e/aTcft5\nOjRFRDyLoKH1qvDR2z/w43drK+3xQikhWrRqyIlnHL7b+xQUbGfcuJH8+uuvFBUVccstQznyyNaM\nGzeSNWtWU1IS5oorrubMM89i4MC+tGpl+PHHH6hZswbt2rXn008/ZsuWPCZNmsb777/LJ598xObN\nOeTkbKZXr7506XIa77zzb+bPn0txcTGO4zBu3H2EwxHuvvvPRCIRCgsLGTLkzzRr1pwRI+5g69at\nFBRsp2/fG+nU6fiytobDYSZOHMvatWvJydnI8cefTJ8+NzB27D1Ur16dNWvWsGHDeu68826OOOJI\nXnnl77z44gtkZNSlWrVUzjzz7Aq1z537HP/+9xs4Dpx55tlcemnFfe6vu+5K2rfvwNKlS3Ach3vv\nfYBatWozderksq1czzrrHC677ErGjr2H3NwccnNzOOGEk8nNzWXSpAm0bt2GRYu+5tZbB7J58yYu\nuuhSLrzw4v16XhXkIuJZJBL5zV7XEgx///s8DjmkCSNHjmfVqpV89NEHWLuYevXqM2LEaPLz8+nV\n6xo6duyE4zj87ndtGDz4Nm677SZq1Ehn8uRpjB17D19++V8cxyEcjvDgg4+wYcN6+vXryUknncKq\nVSu5774ppKWlc9994/jkk/+QkVGbunUzueuukfz00zK2b9/Gzz+vJjc3hwcemMqmTZtYsWJ5hbau\nXfsrbdseRffuF1GnTnW6dOlCnz434DgOjRodwu23D+Mf//g7L788nz59bmDOnNnMmvVXqlWrxk03\n9a/wWMuW/cjbb/+bRx99knA4zK23DuS4406gWbPmZffJz8+na9dzuPnm2xk1ajj/+c9HpKfX4Jdf\nfubxx2dRXFzMjTf2pkOHjjiOQ4cOx3H55X8AYN68v3HrrX/itdf+QWpqKpMmPcwvv6xhyJDBCnIR\nqXqRMDipCvJ4O/GMw/fYe/YqlrXWK1eu4PjjTwSgSZOmXH75H5g0aQIdO3YGoGbNmmRnZ7N69SoA\njDkSgNq1a9OixWEAZGRkUFjobgfSoUMnwD0GtXbtDHJyNpOZWY8xY+6hRo0arFixnLZt23H88Sex\ncuVK/vzn20hNTeXaa/9IdvZhXHjhJdxzz50UFxf/poeckZHB4sXf8r///ZcGDTIpLCwqu+2IIwwA\nBx10MF9/vZBVq1bRosVhZeeot23brsJjLVv2I7/8sqYs4LdsyWP16pUVgnznxy0sLOTXX3/l6KPb\nA5CamkqbNkexbNkyAJo2bbbLf+MjjnD/zerVq09BwfY9PBux0TVyEfEsEoloHXlANW+ezeLF3wLu\niV+jRw+nefNsFi50d9fOz9/KDz8spXHjQ6N/Y8+/B9995z7Wxo0b2L59O2lpacyc+TijRo3nT3+6\ni7S0NCKRCF988V8aNGjIpEkPc+21vXj88Wn8+ONS8vPzmThxCsOG3cPkyfdVeOzXXnuF2rUzGDFi\nND179txlKJbuXtqkSRNWrPiJgoICwuEwixcvqnC/Zs2ak519OFOnPsbUqY/Rrdt5HH54q9883s6X\nlFq0yOarr9zT4oqLi/nmm4U0bdoUoMLpbuU3Ua3sy1LqkYuIZxGtIw+sHj0uYfz4UQwc2JdwOMzg\nwUM4/PCWTJgwhhtv7E1BQQG9evWlXr3YzuZetWolgwffSH7+FoYMuYNatWpz1FFH069fT+rVq0fT\nps3ZsGE9J5/chbvvHsbf/z6XkpISevbsQ5MmzZg58wneeeffhMNh+vSpOBzeseNxjBx5F9YupkWL\nZhjTmvXr1wE7wrL0/3XrZnL11dcxYEAf6tSpQ0FBASkpqZSUuNfpW7ZsRYcOnbjhhj9SWFhImzZt\nadgwa6dqfvtLf+KJJ/PFF/+lf/9eFBUVceaZZ5X1uMsHdosW2YwePZyOHTvvFOT7/0KK++lncaLT\nz5JUkGuDA6e+mVM+oFZGGlf8sVOim1SpDpTnr6q8/vorbN68mT/84Zq4/6y91VZSUsKcOU9z7bW9\niEQiDBzYl759B3D00cfEvW2VYU+nn6lHLiKeqUcusfLL70lKSgrbtm2jV69rqFatGm3atE2aEN8b\nBbmIeBbRzm4Sg3PP7Z7oJlTQr98A+vUbkOhmVDpNdhMRz7Szm4h/KMhFxDPt7CbiHwpyEfFMQ+si\n/qEgFxHP3HXkiW6FiICCXET2QSQCTiWsfxWR/acgFxFPSvee0M5uIv6gIBcRT8qCXDku4gsKchHx\npHQzSE12E/EHBbmIeKIeuYi/KMhFxJNI2P2/euQi/qAgFxFPdvTIFeQifqAgFxFPdlwjT2w7RMSl\nIBcRT9QjF/EXBbmIeLJjHXmCGyIigIJcRDzS8jMRf1GQi4gnGloX8RcFuYh4osluIv6iIBcRTyJh\n9chF/ERBLiKeaGc3EX9RkIuIJ5rsJuIvCnIR8SRSluSJbYeIuBTkIuJJaY6HdB65iC8oyEXEk4im\nrYv4ioJcRDwpDXJ1yEX8QUEuIt5ospuIryjIRcSTcFiT3UT8REEuIvskpB65iC+kxuuBjTHVgJlA\ncyANGAMsBmYBYeAbYIC1NmKM6QP0BYqBMdbaV+PVLhHZPzt65ApyET+IZ4/8amCdtbYLcA4wDXgA\nGBb9ngP0MMY0AgYBJwLdgPHGmOpxbJeI7IeyyW4azxPxhbj1yIEXgLnRr0NAEXCstXZB9HuvA2cD\nJcCH1toioMgYsxRoB3wex7aJyL6KdsjVIxfxh7gFubV2K4AxJgM31O8C7i93lzygLlAHyNnF90XE\nh8Laa13EV+LZI8cY0xR4EZhmrf2rMWZiuZvrAJuBXCCj3PczgE17e+ysrIy93SWpBbm+INcGwa+v\nbt0aANSulR7IWoNYU3lBri/Ite1JPCe7HQy8AdxorX0n+u0vjDGnWmvfA84F3gI+BcYaY9KAdKA1\n7kS4PVq3Li8+DfeBrKyMwNYX5NrgwKhv08Z8APK3FQau1gPh+QtqfUGuDfb8ISWePfJhuEPkI4wx\nI6LfGww8FJ3M9i0wNzpr/SHgfdxr6cOstYVxbJeI7BcNrYv4STyvkQ/GDe6dnbaL+84AZsSrLSJS\neXSMqYi/aAGJiHhSuo5cOS7iDwpyEfGmtEeuU1NEfEFBLiKelC0/02brIr6gIBcRb7SOXMRXFOQi\n4klEQ+sivqIgFxFPIuqRi/iKglxEPNHyMxF/UZCLiCc7euQKchE/UJCLiCcRrSMX8RUFuYh4oqF1\nEX9RkIuIJ5rsJuIvCnIR8UTLz0T8RUEuIp5ospuIv8TzGFORffL952+zde3PiW7GPklPr8b27UWJ\nbkbcpKdXY+UvNYA6GloX8QkFufjK9m15hB+bTa1Ioluy72olugFxVq2OgYNOUI9cxCcU5OIr6TUy\ncPpcTZ565L5UsnYNkUXu18pxEX9QkIvvmOPOSnQT9llWVgbr1uUluhlxs/rbBSxe9DGga+QifqHJ\nbiISu1AKRI8vVZCL+IOCXERiFgqFiDilQZ7gxogIoCAXEQ8cp1yPXOvIRXxBQS4iMQulhIigHrmI\nnyjIRSRmoVBKuaF1JbmIHyjIRSRmTmjHW4aCXMQfFOQiErNQSgoRx33bUI6L+IOCXERi5jghImVf\nK8lF/EBBLiIxc4fWNdlNxE8U5CISM3doXZPdRPxEQS4iMavQI9c6chFfUJCLSMxSUlK1jlzEZxTk\nIhIzp8IWrUpyET9QkItIzEKOJruJ+I2CXERiFkpJKTe0riQX8QMFuYjEzAlpHbmI3yjIRSRmoZRU\n0M5uIr6iIBeRmIXK9ciV5CL+oCAXkZiFyq0jD+ndQ8QX9FIUkZiFUlK1/EzEZxTkIhIzd7KbglzE\nT1Lj/QOMMZ2Be621pxtj2gP/AJZEb37EWvuCMaYP0BcoBsZYa1+Nd7tExLuQDk0R8Z24BrkxZihw\nDbAl+q0OwCRr7aRy92kEDIreVgP4wBjzprW2MJ5tExHvyg+tK8lF/CHePfKlwCXAM9E/dwCOMMb0\nwO2V3wwcB3xorS0CiowxS4F2wOdxbpuIeJTi7NgQRmemiPhDXK+RW2tfxB0uL/UJMMRaeyrwI3A3\nkAHklLtPHlA3nu0SkX3jriNXj1zET+J+jXwn8621paE9H5gKLMAN81IZwKa9PVBWVsbe7pLUglxf\nkGuDYNdXXFRYto4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- "" + "" ] }, "metadata": {}, @@ -6565,19 +914,19 @@ "# calculation of surface_azimuth\n", "# 1. Find the angle.\n", "surface_azimuth = pd.Series(np.degrees(np.arctan(projected_normal[:,1]/projected_normal[:,0])), index=times)\n", - "surface_azimuth.plot(label='orig')\n", + "surface_azimuth.plot(label='orig');\n", "\n", "# 2. Clean up atan when x-coord or y-coord is zero\n", "surface_azimuth[(projected_normal[:,0]==0) & (projected_normal[:,1]>0)] = 90\n", "surface_azimuth[(projected_normal[:,0]==0) & (projected_normal[:,1]<0)] = -90\n", "surface_azimuth[(projected_normal[:,1]==0) & (projected_normal[:,0]>0)] = 0\n", "surface_azimuth[(projected_normal[:,1]==0) & (projected_normal[:,0]<0)] = 180\n", - "surface_azimuth.plot(label='x or y 0 corrected')\n", + "surface_azimuth.plot(label='x or y 0 corrected');\n", "\n", "# 3. Correct atan for QII and QIII\n", "surface_azimuth[(projected_normal[:,0]<0) & (projected_normal[:,1]>0)] += 180 # QII\n", "surface_azimuth[(projected_normal[:,0]<0) & (projected_normal[:,1]<0)] += 180 # QIII\n", - "surface_azimuth.plot(label='q2, q3 corrected')\n", + "surface_azimuth.plot(label='q2, q3 corrected');\n", "\n", "# 4. Skip to below\n", "\n", @@ -6619,9 +968,9 @@ "# 5. Map azimuth into [0,360) domain.\n", "surface_azimuth[surface_azimuth<0] += 360\n", "surface_azimuth[surface_azimuth>=360] -= 360\n", - "surface_azimuth.plot(label='compass angle north')\n", + "surface_azimuth.plot(label='compass angle north');\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -6654,315 +1003,9 @@ "outputs": [ { "data": { + "image/png": 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Z4h55OpVg75YOLg/PaivOisHxea6PznFoZ4aGVMLr5niuq61BpfWISdb7AY0x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\nqaejiRjaFCZMlMglMEYmF0g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projected_normal, index=times).sum(axis=1))))\n", "\n", - "surface_tilt.plot()" + "surface_tilt.plot();" ] }, { @@ -7001,7 +1044,8 @@ "cell_type": "code", "execution_count": 21, "metadata": { - "collapsed": false + "collapsed": false, + "scrolled": true }, "outputs": [], "source": [ @@ -7019,395 +1063,9 @@ "outputs": [ { "data": { + "image/png": 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FZCL3hVtu+Qm5uTmMHj2W+vo6fvGLX9PU1EhkZCR/+csLaJrGzTdfS0VFOa+//m8uumgS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\nA/iTqg5IW6Occ865BEnrqHUgFf7UGAU8AeQDE2t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0q5FRM8cTn+oJd3gSRirkYnvO6BhSpp1N8uQpVC1fStk7c6n8ZD6VixfiGT+R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\n9WHw8O5aH1xEgkbDZEW+Jp/PYvunh1i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97Uu8Fk3ya5tQ09nNnx2I67te/PDiHOlSmUd3DzAaqH+PM4lpitlZ3P69DAzW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-8441,7 +1151,7 @@ } ], "source": [ - "aois.plot()" + "aois.plot();" ] }, { @@ -8460,353 +1170,9 @@ "outputs": [ { "data": { + "image/png": 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saFcS2VTIJSLkdkpi5OBciiub+GpNaajDEYlYG7fXsmxDBf26pzG4t3Y3iwYq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\n/HMpy74qJC0jkR9edQzHnpSH0+kIdWg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YOvpy/Nd9G1EUuOkty5jaEB/33Gd7h3hkfz/1YY13zZtKUPWT1/b254lbT5Iu\nhqhpfA0Yvbiew9Lex2hb8XHU0OgZS7FAAADTcUiqQQKaP4U4HiqSUV0cVcM6ZE2mOHLV0jfL4iBR\nEV4yQiHnf+jUMARAX95ielOcgCqFnMTkMfxebpvir+vpyhZIaSpBxSWfDxO2cyRlCx0hhBATWC5v\n8/X/XY9ZsHn/xQtZMKN23HP3ZPP8ckcXkYDKe+dPIxb0vw8ODvaQ6/g1nqdgJd7I5mc6AEjmOpj9\njjcTnjbtsGsNvzZr+etgh0dgYyEbL+BiqxpWRr5TTjaSwIqKCNbWoRXzFItBkq6/F2xvwUILBpjW\nGGd3ZwbX9SocpRCvXvtBFYiLjstAwaJO86sD+lOIszROm1HJEIUQQogj5roe3/7tJvb35njDa2dw\n5tKp456bsWz+58X9OJ7HO+a00Bz1R1Qd22L7ph8R0yz2W6eyyegjmPOPhesS1Lz+rDGvlwz5CWza\nsoEDa2DjoSIEwA6EZB/YSUgSWFER8cYmInYOMx8mYXcC0FfwF+HPbElStF32907ORffi+LKrM0NA\nVWhtitNb8Nfk1Ab8/8/nwwTdHNOnjN/ZCyGEENXsV6u2s35bL0tm1fG28+aOe57jevx4WweDRZuL\nWhvQaw9MMV739C9oiA6wOz0dR2tl6AWVmsKA/7qpbePuH5vU/NWQ6ZER2OEpxBaeKlWIJytJYEVF\nNEybTtjOks+HiXgZQqpCb97/Un9wISchJjLHddnTnaG1KU4woI5USqwN+HvAmvkwXsCkPjr+VCsh\nhBCiWv1tcye/f2IXzbVRrrti6bjb5QA8sKeHHWmTJXVxzplaN/L8xk2PMyX8Ar25BC2z38D6hztR\nXZuTulcR1VT6s9a41zyQwPojsIqighopJbAKrhrENQtHqbWiWkgCKyqiceoMwqURWEWBupBCX8HC\nK22lA7CrQxbdi4mtozeHZbsjFbWHR2BrPH/ddz4fxtYKRIKRisUohBBCHIndnWnuvn8z4VCAm95y\nAomoNu65z/QM8XjnAM2REG+d3TIyorqvo51I7mEKdoC6tqt48LcbUB0NvftJZr/5TTTWxegZzON5\nYy8rq9H8KcRDxQN7wQaCcWIhCw//d3gWeK57tJotqoAksKIi6mqaCHi5kUrEdUGHouuRsR1mNCdQ\nFNjVMVThKIV4ddo7/Zsww7MKhmcZpLw+wB+BtcJ2ZYITQgghjlDBcrj93jUULZd/etMiWpsS4567\nN5vnVztGaC9dAAAgAElEQVT9ok3vnj+VcMBPP3KmSee2XxAKuuQi5/LY09tRh6K0DG1j3twaas+7\ngMZUhILlkDHHHoVNhkaPwAIEtDgxzR5JYG1Vk3Wwk4xsoyMqIh6M4QYLFEsJbK1aBML05S1mJqNM\na4izqyuD63mo46x7EKLaHVqBuLdgoQBxpwfLDuBZ4ETlY/il9Pf38U//9B7+4z/+i3ze5BOf+Bgz\nZrQBcOWVb+WCCy4aOdd1Xe6443a2bXsRTdP41Kc+S2vr9EqFLoQQk9aPHtpKe0ea81/TyqkLm8c9\n7+CiTe+aM5XGiF+YyfM81q35KW3JDPvz87EiSdKGRbQ4yGJ7C1M/8HkURaEh5c9Q6hnMk4yFDrt+\nPBhA4fAEVlFADdiAhqNqOGaOQGL8JFv8fSrdN8s3J1ERiqLgaNbICGyNmgHC/l6wyShtU5Ls7cnS\n1W/SUh+rbLBCHKH2zjQKMKPZ7zT7Cha1EQ2sgVIF4hxeY7KyQVYx27b5ylf+jUgkAngYxhauvvpd\nXH31u8c8f9WqR7Asi7vuuptNmzaycuWdfOlLd5Q3aCGEmOSe2NTBqvX7mdOa4h3nzxv3PNfz+Nn2\nDgbGKNr05NMP05Zsp9dMMXXOufz2BxsIeAFO6HqUto9eTyDun9uYigLQO5hn9tSaw36HqigktMBI\nESc4UIkYxQI0ioEIbjYHTa++7aI6+maZQiwqxot6mKZ/Z214TeDwGsED62ClkJOYmDzPo70zQ3N9\njEgoiO26DBVtGqManlvANMOEnRxaqr7SoVatb3zjP7nqqrfS0NAIgGFs4YknVvPhD1/L7bd/kdwh\nU8LWr3+O008/E4AlS5ayZcvmsscshBCT2f7eLPc+aBAJBfjke09FK+3DOpa/7OvjxSGThbWjizZt\n2fYCzcoT5O0grQvexm/uW4fqhFjQ/Tdmv+k8ovPmj5zbeNAI7HhqtCBDRXtknexwJWJU/zXFQFQq\nER9F1dA3ywisqBgloZHPangeJL1eYDZ9I5WI/RGr9q40py+eUsEohTgyPYN5cgWbpXP8BLW/YOMB\n9SG/gzXzEcJ2jnhT9d8SfvzhbWzf0nXY82pAxXWOrDDGnIXNnHn++Nst3H//b6mtreW0087gBz+4\nB4DFi5dw+eVXsmDBQu69927uuec73HjjR0Zek8tliccP3OFXVRXXdVFfoiqmEEKIV8ayHb553yYK\nlsP1VyxhWmOC7u6xBxpeHMrx8L4+akNB3jp7yshysN6BQfId9xGLuVBzCX9YvYnAQJymzE7mtwap\ne+ObRl1nOIHtfYkENqkF2ZsrkHdcosHAyAisFrLwgEIwhpOdfFszHs99s/TqomJC9bVodpFCUSNi\ndRNQoLe0F+zwlMvdnVKJWExM7aX1r8MFnPpKswvqNH+dTr40hbhh6rTKBFjl7r//t6xZ8xQ33XQd\nL7ywlVtv/TxnnHEmCxYsBODss89l61Zj1GtisfioO7+e50nyKoQQR8n//nU7e7oznHvSNE5bNP7g\nwlDR5qfbOlAVeOfcqcRKo7RFy2HjMz+jPmbS7y1lX0YhvTlIxEqzxNzA1H++FuWQz+wDa2DNcX9f\nMuRff3ga8XACGwr5/W4hGMPKyoy+o6Fa+mYZgRUVE29oIPxCFtMME4kMURfWRr7kxyIajakI7Z1p\nPM8bdwNrIarVrtLNl0O30EmpB/aAjTk56ppbKxPg3+HM8+eOeUe2qSk57t33V2vlym+P/HzTTdfx\n8Y+vYMWKW/joR29h0aIlrF37NxYuXDTqNcuWncjq1as4//wL2bhxA3Pnjr82SwghxCtntPfz0Jrd\nTKmP8Y4L5o97nuN5/GR7B1nb4dK2JmYkDmwTt+qJB5hfu5/+QgMNc89g1fc3EPQ0lnY+yswb/4lg\nKnXY9WLhINFwgJ6hlx6BBRiybJqjoZEpxJGQRQF/CrGZHjjCllev47lvLnsCq+v6+4D3lx5GgROB\ns4D/BFxgI3CjYRhjb/gkJo1k81TCzn7y+Qh4GepDKj15C9N2iAYDtE1Jsm5rN4PZIrWJcKXDFeLv\n0n5IBeL+kT1g/efz+TBxTOqT1T+FuDoo3HLLCr72tS8TDAZpaGjkE5/4NAC33vo5rr32Qyxffh5r\n1jzFDTd8EIAVKz5XyYAnHF3X1wGDpYfbgS8B30P6ZiGOa2bB5r9/vxkU+OdLFhHWxl/3+qe9vexM\nmyypS/C65gMJ6dqNG5gdfwbT0pi95O3c++MnCdhJ5vauYfaFZxBbtHjM6ymKQkNNlO5Bc9wBjeEE\nNl30ZzgNj8BGQhaDeBSCMfKZyZfAVofK9M1lT2ANw/g+8H0AXddXAt8F/h/wL4ZhPKrr+jeBK4D7\nyh2bKK+ahhZC9jbM4a10gv7Uj76CRWswQFtzgnVbu2nvzEgCKyacXZ1p6pLhkbL/wyOwCbcPE38E\n1gkWiGtSZfvlfP3r3xr5+Zvf/O/Djn/mM18Y+fmWW1aUJabJRtf1CIBhGOcd9NxvkL5ZiOPeTx9+\ngZ7BPJe8biZzWw8fJR1mDGT56/5+6sMab5nVPJJs7uvuJTj0AIGIR6T1Cu57ZB2BviQN2d0saLRo\nuOzKl/z9jakIe7ozZExrzK10arTRU4iHR2DjIQsCDoVAjGKm84jaLsZXyb65YouDdF0/FVhsGMZ3\ngVMMw3i0dOgB4MJKxSXKJ9U0jbCdG9lKpzZQAKC3VMhpxnAhp05ZtyAmlsFskcFMcWT9K0Bf3iIS\nUAkU+wB/BNbRLFRF1miKqnAiENN1/Q+6rv9Z1/UzgNdI3yzE8e25F3t49Ln9zGhOcMVZs8c9b7Bo\n8bPtHQQVhX+c20KktO41X7TZuuEX1EXzZIOvYXtfkcwmjZCdZWl6HdOuvR4lMP6ILjCyneL+3rEr\nCSdDwVIM/gisGowCCvGQhRP0KASjWIODY75WTEyV/Ob0L8Bwan7wfIAMMP7tHTFppKK1KIo5MgKb\nUvwKccPrYNua/S//7V1SyElMLIdOH/Y8j76CRX1YwyoMULQ0XFfFjclsTFE1ssBXDcP4B+B64H8O\nOS59sxDHmYxp8b0HthAMKPzzpYsJBsZOG/z9XjsxHZdL2hqZFj+w7vWvq//AnLpOBq1Gaqe/lmf+\n2IHiwdKOv9L2/vei1b/8VnKtTf6U4D3dY38frA9rAPSVCoEqikpAS1ATKVBUwVU1nIHJV4X4eFaR\nIk66rtcCCwzD+GvpqYNrPSeBl52o3tSUfLlTJozJ0pYjaYcXLI6MwDaFTaCGrOJfq7ExQTKmsa8n\nW/Z/o8nyN4HJ05aJ1I7e9fsBOGFBM01NSQbyRWzPo6UmSrFvgHw+QtApoNbFJ1S7xjLR4xcjtgIv\nAhiG8YKu673AyQcdl755gpos7QBpS7n98MfrGMwWed8li3nNkqljntPUlOT+FzvYkTY5aUqKSxZP\nH5k6/Jcnn2Fe8hkKtsYpZ72fO7/5MEErwZy+dSy+6DRmX7T8FcVxwgIHfr+Z3nRx3H+3xMYA/ZYz\ncrwv3khNcQd2KcVwcu7L/ptPhL/JKzWZ2jKWSlUhXg78+aDHz+i6fk4pob34kGNjOlbVtcrtWFYK\nK6cjbYcXskZGYIO5ThSmsHcwN3Kt6U0Jtuzqp31PP9Fwed6uk+VvApOnLROtHc9v7wWgNhKkuzvN\njrRfeTju2niuTc4MEbZzKMmJ1a5DTbS/y0uZ7J39K/ABYBlwo67r0/AT1j9K3zyxTZZ2gLSl3Dbv\n6ufhp3czc0qSs5Y0jxlvU1OSZ3Z08+sX9lGjBbh0WgM9Pf4o6e7Ofgr77qMm4aI1X849v34MtTtB\nfW4fes0Q8Tdd8Yr/DaIBUBWFF3b3j/ua+rDGnkyejs4hAqqCp9agKqCoBSCMXQzSuacHNTx2TZWJ\n8Dd5pSZbW8ZSqSnEC4BtBz2+GfiCruuP4yfVv6hIVKLslKhKoRDCdRWwBkiFgvTliyPHZzQn8Bh/\n2ogQ1ai9I008EqS+xu8ohysQ1wb8/8+bEcKOSaxRKhCLqvHfQI2u648CP8FPaD+K9M1CHHcs2+He\nPxgoCrzvYp3AOHt25m2Hn27vwPPgrXNaRvZ7zRdtnn/ulzQlcuSCJ7BrSGHwuSCaY7Jk4G9Mu+5D\nqJr2iuPRggGm1EfZ253F88ZeetMY0XCB/qLfzwZDtQBEI8N7wUax+/te8e8U1a0iI7CGYfz7IY9f\nAM6tRCyisrRUGKXfJV/Q0MJD1Ic1tqdNio5LKKCOrCFs78wwf3pthaMV4uXl8jZdAyaLZtaNTKMa\nrkBcEziwB2zIzpFsqv49YMXxwTAMG3jPGIfOLXMoQogK+/0Tu+jsy3HhqdOZ1VIz7nk/3rSb3oLF\n8pY65tX4hZY8z+OPj/6Jk5r2krFraZx9Fg/d8zRBL8LSjkdpe8/VhJqb/+6YWpsS7O/tom+oQEMq\nctjxxrBfnbg7X6QxEiIYrgMgHs2TBwqBGFZvL6GWsadCi4mlUlOIhQAg0lBPuNsv5BSLpmmIB9me\n9gs5tcTCtJWquO7umhxTIcTkN/xePbQCMUCNl8HDr0ActvtJNEpH+lJ+8IN7WL16FbZt85a3vJ0T\nTjiR2277PKqqMnv2XG6++ZOj9gR0XZc77ridbdteRNM0PvWpz9LaOr2CLRBCiIllf2+W+5/cRV0y\nzFVnzxn3vPV9aR7f20drLMyFrQ0jzz/+7BYW1qzFcgLMXPR2vvfzJwkWkszqf45Zp86n5rQzjiiu\n6U1xnt7iz8gbM4GN+CO6PfnRI7CJWCmBDcYwuzuIs/SIfr84oBr6Ztm/QVRUpL7B30rH9D+MajV/\nsf1wJeKW+hjBgEp7p0whFhPD8Ht1ePYA+O9nVYG42w/4I7BhJ0ddo4zAjmfduqfZuHE9d911N1//\n+rfYt28vK1feyXXX3cg3vvEdwGPVqr+Oes2qVY9gWRZ33XU3119/EytX3lmZ4IUQYgLyPI97HzSw\nHY93XbRg3Noj/QWL+3Z2EQqovH1OC0HVT1Z2dw2iDj5IRHOIt7yB3z2xCbUzScrsRI9003z1u444\ntulNfp863pKyxog/AttTWoY2PAKbjOYByAcTDHXuPeLfL3zV0jdLAisqKlbfTMjJYeZLCaxa2gu2\nlMAGAyqtTXH2dGexHXfc6whRLQ5soXPQCGzBoi6k4dpDgD8Ci5KnNlZXkRgngjVrnmLOnHmsWHEz\nn/zkx3j965djGFs46aTXAHDGGWfy9NNPjXrN+vXPcfrpZwKwZMlStmzZXPa4hRBiolq9oQNj9wAn\nz2/kNQvGrtHgeh4/39FJ3nG5evF0mqJ+4liwHJ5d+2taU2kKwQXsyyfoXQdBJ88Jvatpvf6GcQso\nvRKzWvw+dcf+sWfkNUQ0FA6MwKrBBChBaqN5PNXB1JLkezqP+PcLX7X0zTKFWFRUTeNUwvZm8nl/\nqkdKyQGhkSmXAG3NCXZ1pOnoy43cgROiWrV3ZQgF1ZGN1wuOS9Z2mBYL4xSH8DzIF0I4WoGgOjE+\ngvv3PkRu4PnDnu9QVRz3yG4sxWoXU9d60bjHBwb66ezs5CtfuZN9+/byyU9+bFTxjmg0RjY7+k58\nLpclHo+PPFZVFdd1UccpQCKEEMJnFmx+8ciLhDSVf7xwwbjnPd45wM60yeLaOGdNP1B1+KFVj3Ji\ny05ydoLmeRfwwN1r0LwYizv/Qts73kJ42qubcVSXDJNKhNi2bxDP80ZNUQXQVJVUKDgyAqsoClq4\njvpYP8WAi6nVYPVNriJOx3PfLL26qKjaxlbCdm5kK50aBoEDU4jhwEjWbplGLKqc7bjs68nS2pRA\nLU2pGn4v10c0bGuIoh3G81S8sFPJUKteKlXLaaedTjAYpK1tJqFQeFSnmMtlSSRGl9ePxeLkcrmR\nx57nSfIqhBCvwO+e2MlQzuKSM2aOucYUoNss8sc9vcSCAa6c1TySRK7bvIO5sSdxXIXp+tv4ya+f\nQDNjTB94njlLp1Nz1ivb7/WlKIrC3GkpBjNF+tOFMc9pjoZIWw452+9fA6FaIpqNpVq4agBryBrz\ndeKVq5a+eWLc/heTViySQFHy/pRKQLUHSQRbRqYQw4G1hLs607xuaUtF4hTildjXk8VxPWY0H5gp\n0FuaTVAfCuJYQ+RN/y6kEp84iVVd60Vj3pE9lnvNLVt2Ej//+Y+5+up309PTTaGQ55RTXsszz6zl\n5JNP4cknH+eUU0475DUnsnr1Ks4//0I2btzA3LnzjklsQggxmXQNmDy0Zjf1NWH+4bS2Mc9xPI9f\n7OjE9jzePrOJhOanEN0DOdL7fkdjvYVaex4PPbcNZU8NiUIvi5V2mt/zucNGS4/U3Gk1rNvazbZ9\nQ9TXHJ5kT42G2TqYY3+uwNya2Mg62FC4CIUYViGE57ook+TG5vHcN0sCKypKURQIFkZGYB1rkPqI\nvxm143kEFGVk2vDuLhmBFdVt+D16aAEngNqgA55Lzgyh2SaB+rE35xa+M888i2efXcc117wX1/W4\n+eZP0tIyjS9/+VZs22bWrNmcd94FANx66+e49toPsXz5eaxZ8xQ33PBBAFas+FwlmyCEEBPCz//y\nIrbj8bZz5xHSAmOe81hHP7uzeU6sT7K01H85jsuqx3/PqVP7yTEDJ9DCvid2EnRhafdjtN7yEQLR\n6FGLc840f0ufbXsHee3Cw7fimRrzv0sOJ7BapBGARMKkOFRLPpjE6u0h1PT3b+MjfNXSN0sCKypO\nCTtYVhDHUbGLQ9SHNNrJM1i0qQ9rRMNBmuuitHemx1z3IES1GE5gDx6BHU5gU6pfCdE0/QrE4XrZ\n1/jlfOhD/+ew51au/PZhz33mM18Y+fmWW1Yc05iEEGIyMdr7WWt0M7e1htMWjZ3YdeQK/GlvH0kt\nwGUzDxR3+uUfH+ekKVsoOGGm6hfzvXvXEHKT6N2PMevKi4nMmnVUY53VUoOqKGzfNzTm8YMTWAAt\n4seaSuToBnJaksL+fZLAvkrV0DdPjjF0MaEFEgFAwSyEcKwh6kp7efUXRhdyyubtcdc9CFENhhPY\ng4uNDSewNYp/LJ+PELZzROoayx+gEEIIUeK6Hj/+8wsAvPOCBWMOEDiuP3XY8TyumjWFWNAfod28\ns5uE+RBB1aNx5uX8+MGnCKWTTElvZ96cJLUXjF8I6EiFQwFmNCfY2TFE0Tq8jkRDRENTlYMSWD9R\nrUv46y9NrYb+3duOelyi/CSBFRUXqosTcC1MM4Rr56jVRhe/gQOFnHZ1Hps5/UK8Wp7nsbsrQ1Nt\nZNTeeX0Fi0QwgGr7BcrMfJiwbRKVBFYIIUQFrd64n/bODK9b0jIyPfdQf9nfx75cgVMaa1hY69dw\nSOeKvLDptzQncjjRE3l8Zy/uthoi1hBLrc1M/cA/HbPZcnpbLbbjsW3v4GHHVEWhJRqmK1/Edl0C\nwShqMEFTIoenOOS0GjJ7dx2TuER5SQIrKi5YW0fYzo0UcqpV/RLo/WMUcpJKxKJaDWSKZEyLGc0H\n1rY6nsdAwaI+ouEUD+wBG3ZyJBqkIJkQQojKKFgOv3x0OyFN5S3nzBnznL3ZPI/s7yMVCnLJDP+m\nq+d53P/II5w0bQ9F6nBql7L9rxlUz2Np1ypmXHMNgcSx2/Jw4Uy/MNPm9oExj0+NhXE96DT975Ja\npInaaAE7WMTUkhQ7ZC/YyUASWFFxkboGQnaOfN5f6F+jZoHRI7DDSUG7FHISVWp3lz87oO2g9a+D\nBRsXqA9rOJafwPojsDlqG6dWIkwhhBCCh9fuYTBT5A2vnTFmRV/H9fjlzi5cD948q5lIaerwqme3\ncUL9WhxXZf7JV/O7X28gaEeY27uWOW9cTnT++HvIHg0LpteiKLClvX/M49NK62D3laYRh6L+NOJQ\n3MRVg9j9xWManygPSWBFxSUaphB2cpim/6ETddMEFOgv2CPn1CZCJGMa7TKFWFSpsQo49Rb8jrI+\nrGEXB/E8hUIhhIJJMiZFnIQQQpRfLm9z/5O7iIWDvHGcbXNWd/azvzR1eH7Knzq8ryeD1fMgibBF\ntOkc7r7/KcL9tdRn97KwBeovvuSYxx6LBJnVkmTHviEKxcPXwU6P+98l92T9wonDhZxicf9xwUng\n5LLHPE5xbEkCKyou2TCVsG2ObKXj2UPUhrRRI7CKotA2JUnPYJ5cXjaiFtVn7ArE/k2YhtIIbMGK\nAAqeVkBV5ONXCCFE+f1xTTvZvM3FZ7QRKxXOPFhvvsif9vaRCAa4uDR12HZcVj3xIPMb+yiqrWwa\nCGKujxGyTU7IPcvUa64p2/6qC9vqcFyPrXsOn0Y8JRZGUxXaM6MT2GSpkFM2XEth/76yxCmOHdlG\nR1RcbVMrIcekr1DaC7aYpj6s8cJQjoLjEg74H4htzQk27ehjd1cGva2ukiELcZj2zgzRcJCG1IGp\nWMM3YerCQRwrQy6fAsALH37XWIz2wAO/4/77fwtAoVDgxRdf4FvfupuPf/yjzJjhjxhceeVbueCg\nSpeu63LHHbezbduLaJrGpz71WVpbp1ckfiGEqEbpXJE/rNlNTUzjwlNmHHbc8zx+tbML2/O4bGbT\nSNXhPzz+LKdO3ULRDRGefg6bfmigEWdx12PMvO59BFPlm1W0eHY9DzzVzsbtfZwwp2HUsYCiMD0e\nYWfaJO84I1OIG5JZOoBMqI7e9heIzZ1ftngnk2rpmyWBFRUXCkdRyJPPhwCwrSHqwge20mkprWeY\nUSrk1N4pCayoLgXLobM/x/zptaMqL/aVphCn1DxpPExTA89Fjcno68u5+OJLufjiSwH42te+zGWX\nXYlhbObqq9/F1Ve/e8zXrFr1CJZlcdddd7Np00ZWrryTL33pjnKGLYQQVe2BJ9spFB3evHwO4VDg\nsONre4bYnjZZWBtnaZ3/vWtrew9N7l/QAi7x1jfxw9+tJ1SoZ2b/BuafezLxJUvL2oYF02sJawE2\nbO/lnRyeiM6IR9iRNtmTLTCvJkYw3MDU1CAbscmE6hhq317WeCeTaumb5VuUqAqKZmHbQRxXxbH8\nEVg4ZCud4UJOsg5WVJm93Vk8b/T0YfCnEIdUhajnr7cxTY2Qk0dNJce6jBjDli3Ps2PHdi677Eq2\nbNnME0+s5sMfvpbbb/8iuVxu1Lnr1z/H6aefCcCSJUvZsmVzJUIWQoiq1J8u8Od1e6ivCXPuSa2H\nHU9bNvfv7iGsqlwxswlFUcjlbZ7f8DtaarI4kaU8sH4voc56avLdnNiYpeGKq8reDi2osmhmHR19\nObr6c4cdb0v4M6F2l6YRh2JTCQdt1HiWXChFYc/essY7GVW6b5YRWFEVlKgHKJiFMFooTV1pH82D\nt9JpqY8RCqpSiVhUneEKxAcnsJ7n0VewqAtruLb/ni3kw4Qck0AqVZE4j9QDu7vZ0Hf4f3eBgIrj\nuEd0zRPqE1w8o+llz7v33nv44AevBWDx4qVcfvlVLFiwkHvvvZt77vkON974kZFzc7ks8Xh85LGq\nqriui1qmdVlCCFHNfvf4Tizb5fLXz0YLHv65+Ntd3eQdl8tnNpEK+QMJDzy6itdOayfvJhnUZjO4\nthfNLXLC4N9Y9PkvMsTho7jlsGxuA8++2MOG7X1ccEps1LEZpQS2PWMCEIpOJde/kWjSJJdNYfXY\neJ53zPaqLZfjuW+WXl1UhWDcfyua+SCunaWuNK3l4BFYVVVobUqwryeLfYT/YQpxLIxVwMl0XAqO\nS11Yw7H8BLeQjxC2TcK1MgX+lUin0+zevYuTTz4FgOXLz2PBgoUAnH32uWzdaow6PxaLj7rz63me\nJK9CCAH0DJo8+tw+ptRFOXPp4fuQP9+fYWN/hrZEhNOa/Jusf9vUzvzE33A9hZoZb+Tx+/egekEW\ndj3BnPdeTbjp5ROdY2V47etz23oOO5bUgtSHNXZl8rieRyjmb1uXqvFnQxW8BM7gYPmCnWSqoW+W\nEVhRFbSaKEqPQ94MQZ2/ZhBGb6UDMKM5zo79Q3T05pjefOw2yhbi79HelUFRoLXxwB3G4dkDdaEg\nTtHfAzZfCBFxBojUHT51q5pdPKNpzDuyTU1JuruP3ZT+555bxymnnDby+Oabb+KjH72FRYuWsHbt\n31i4cNGo85ctO5HVq1dx/vkXsnHjBubOnXfMYhNCiInkwafacVyPy14/i2BgdPKQdxx+s6ubgKJw\n1axmVEWhbyhP964HOWFqAbXmDH7x5y2EcnVMHdrKwtPmkiglL5XSkIrQ1pxg885+cnnrsGrKs5NR\n1vYM0WEWaYn5CXtjTZb9QDpcT/+OrTSdfNoYV544jue+WW5Ni6qgpWoJ2yaFgl/IKeRmiQTUUSOw\nANOb/KR1d/f/Z+/Oo9u6zwPvf+/FvdgBAiTBTSS1C9p3r7Il73Y2x07StHHapkv2NG/bSc6Zpqed\nds50TtvpNG0z6VvnbdN0mbap68aJE8fxbkuWZdlaKWqBJJISxX0nduBu7x8AKVEktZK8IPX7nONj\nCSDA5xJXBJ77/H7PI5YRC6XBtCw6+pLUVvhwqheXUo0nsC4VvViBzWZdOPUM/vIqW2Kdb9rb2yd0\nKvz617/Bt771Tb761S/Q3HyMz3zm1wH4oz/6A/r6etm5836cTidf+tKv8dd//Rd89av/xa7QBUEQ\nSsZoMsfuo91Ulrm5Y231pPtf6xwirunsqg1T7XFhWhYvvvk6G2p7yFHB+70OHOfDePMjbHB3Uflz\nP2/DUUy2fXUVhmlx+MzkKuzSgAeAtnga2eFGcZVTXZYCLBKuCgZbRY+EG1UK782iAiuUBFdZGKeR\nIZct7FsoNHLy05/NT9inMLZEs0MksEKJGBjNks0bkxo4DecLqwfCLhUjUVxCnHPiMjKUVdbNeZzz\n0VNP/dKEv69cuYq/+ZvvTvq63/u9/z7+569//RuzHpcgCMJ88vL7F9ANkw/cuRjHZUs3u9M59vWO\nUO5S2VVb2N7y5sEzbK06imHK6JV30vnMAIoFG4b20fCN30ZWJ8+OtcNtq6v4we5W3j/Vx44NtRPu\nGwhr/tUAACAASURBVE9gExl21IRxeuvQc82ovjgJo5LU+X12hLwglMJ7sy0JbDQa/QbwEUAFvg3s\nBf4BMIFm4CuxWMyyIzbBHp7ySpx6J9lc4ReOriUIu8J0pXMkdYOAWjhVFxUrsB19KdtiFYRLXeid\nvP8VJlZgDS2BpjsxLRnFyBAMiQqsIAiCMPtSWY3XD3dS5ndyz4aJe19Ny+L5832YwOOLI6iyTNdA\nEmPoFXwRDUd4J8//tAOnUcbKgXdZ8akncFZP3j9rl+pyLw1Vfo63DU1aRhx2qYScCm2JDKZl4fLV\nkx5uxhtKMpoqIy8+R85rc76EOBqN3gfcFYvF7gbuA5YBfw78biwW2wlIwEfnOi7BXv7yalxGhmy2\nMPPV0OIXR+lkLy4j9ntUwgGXqMAKJWOqDsRw2R5YLUEmXzi3UXI4HGLxiyAIgjD7XjvQQS5v8Oht\njajKxI7BhwcTnE9mWRf2s6rMh2GavPXOq0Qjg+TlOl44PIJztIzKZDtr10cI3nGXTUcxvbFlxEfO\nTl5GvCzgIWOY9GbyuHyFJa/hskLiqmW9mNnMnMYqzBw79sA+AhyLRqM/BH4MPA9si8Viu4v3vwg8\nZENcgo3KymtxGhmyxT2whnbJKJ385H2ww4kcyYw26XkEYa5N1YEYCg3I3A4Zl6RjmXnS2cK5LbmM\nOY9REARBuPVk8zqvHLiAz61w35aJW1fSusGLFwZwyhIfaqgE4LX9J9heexzdVOiwVqDHgrj0FBul\ns1Q/9Yt2HMJV3ba6sKLpwKn+SfctDxbG65wZTaF6qpEkhZrywkXnhKuCobOn5i5QYUbZkcBGgG3A\nJ4AvAv9Koeo6JgnMryGJwk1zl4VRjTS5nBPLGtsDW6zATmrkVOj02imqsEIJuNCXJOhVKfM5x2+z\nLIvhvFZcPlzoQJzJFM5n2Te/584JgiAI88Obh7tIZXUe3t6A2zlx5c/LHQOkdYMH6soJuVQu9CZw\np1/DpRhYoTs59loGyYJ1A3tZ8sXPI7tcNh3FldWUe6mP+GhuGySdnTi5YmWZFwmIjaaRJAdO3yLK\nvSkcDo2Eq5Le2BF7ghZumh0J7ADwciwW02Ox2Gkgy8SENQCM2BCXYCNJlpHlPJYlk9OcExLYy0fp\n1I83chL7FwR7ZXI6A6NZFkX8Ewaip3QDzbTGlw8DZDMKsqnhKDaWEARBEITZoukGL73fjsvp4IFt\n9RPuu5DM8n5/nCq3k7urw+iGyb73XmRJ+Sg5x2JeeHMERfOwdLiJ6JOP4FpUP813KQ3bV1ehGxZH\nL1tG7FcVFvlcnE9myBoGLl89kgT+0DBxdyXptjabIhZulh0bsd4GfhP4ZjQarQO8wGvRaHRXLBZ7\nC/gA8NrVniQSCcxulHNooRzLzR6H7CwkqumcE487wfLaENKx8yRMc8Jzb4xa8OMTDCRys/azWyiv\nCSycYynF4zh1bgiAlYvDE+JLjhQurtSFfHjdEzsQq+FgSR7LjVpIxyIIgrBQvNPcw2gyz2N3NOL3\nXGxuZFoWPzrfh0WhcZMiS/z07cNsr42RN1wcGihH7Q8QyvSwfqmTsp277DuIa3Tb6ip+uKeNfSd6\nuGv9xCZTK8t8dKRytMYzLCnug/WHk4wOVpHvzdsRrjAD5jyBjcViL0Sj0Z3RaPQ9ChXgLwPngL+N\nRqNO4ATw7NWeZzYH9M6l2R42PFdm4jjkwgQd0lmF8kCS4f5BAqqD/mR2wnO7JAuHLHGmfXhWfnYL\n5TWBqY/FNC0GRjPE0xqabuJUZcoDbsr8TmSpNJe3lupr0nymD4AKn3NCfK2DhT+7TYvhwcK+nHzW\ng1PP4A5XlOSx3IjZfF00TeNP/uR/0NnZgaIo/OZvfh2Px8P//J9/iCzLLF26nK997b9OqHybpsmf\n//mf0NJyFlVV+Z3f+f0Js+qudiyCIAgLgWVZvPz+BRyyxMPbGybc917/KF3pHJsrAiwLemntHKZc\nfxPFYTHg3MTgawqqkWNjvpnaz/zuhN+xpaq2wsfyuiDHW4cYimcpD7rH74uWeXmja4jYaIrV9YsB\niZqKOJ1nIWuG0OIjqMGQfcHPM3P93jwdW1phxmKx/zrFzffNdRxCaVH8DshBLlu4UqhrCUIulY5U\nFsOycBT/MSgOmdoKL539KUzLKtmkq5T0jWR470Qvza2DtHYn0A1z0td4XQor6svYtKKS7dEIAa9z\nimcSLjW2jL1+0gzYsRE6yvgM2GzOhdtI4K2MzG2Q89Tzzz+H2+3m6af/nvb28/zhH/4uVVXVfOEL\nX2Hz5q387//9x+zZ8xY7d943/pg9e95E0zSefvrvOX68mW9/+y/44z/+c/sOQhAEwQbNbUN0D6a5\na1014cDFvatp3eCVjkFcDpkPNFSS1wyOHP4p2xclSSsrePtVDdVys3pgL8v/n1/D4fXaeBTX556N\ntbR0xdnb3MNH7l4yfnu9z43HIXNmNI20uAqnt5YqqxtZNhh1V9F14hCL73zAvsDnmVJ5b7ZjD6wg\nTEkJBlCMLPlLRumEnAqmBYn85H2wOc1gYES0QL+SE22D/MUzR/mdp/fxg92tnOkcpa7Cy13rqvnA\nnY08vmMJj93eyPbVVfi9Kk0tg/zzSzG+9tfv8N0XTtA7lLb7EEpaZ38SCair8E24/eIInYtNnHJZ\nJy49QyBSPddhzkvnzrVxxx13A9DYuJj+/n4OHjzA5s1bAbjzzrs5cGD/hMc0NR0df8y6des5derk\n3AYtCIJQAl5+/wIAj9zWOOH2VzoHyRgmD9aVE1AVfrb3IFtqW8kZHt46oaJmAtSNnmb9B+7EvXSZ\nHaHfsNvXVONUZN5u6sK0rPHbZUliRZmXkbxOXzaPy78YWbIIhYcYcVczcPKojVHPP6Xy3iyGEQol\nQy0L4erIkM+NJbBJwq7Cso7hvE7IdXEPR33ED/TS0Z+iKjx/rhDOlaF4lmfeOMt7JwtLXFfUl7Fz\nYx1bVlXiu2TQ9+UGR7O8f6qPt450svdYD/uae3lg2yI+tnPZpA6GtzrLsujoTxEJeXA5J87WG2s8\nFnapDGsJTEsmr6k4jQzlVaXdDGMqz7x+lvdP9U263eGQMAxrikdc3W2rq/jkAyumvX/lylW8884e\ndu68j+bmY4yMDE9YkuTxeEmlJnYiT6dT+HwXLybIsoxpmsiyuFYrCMKtobM/yfG2IaINIRbXXNwa\n0ZPO8V7fKJVulTurQsTOD1Aj78YhW5zNLcNsq8CbH2VzTYbQw4/YeAQ3xuNS2L66ineaezhzYYRo\nY3j8vmiZj2NDSc6MptkWWEqibx/B8lGGBiNk2nptjPrm3MrvzeITqVAy3KHywizYbKFLa6ECW0i2\nRnIaXNK9tZDAQkdfkq2rxJLMMZZl8drBDp59s4W8brKqMcQndi5nRf21TaaqKHPz2B2NPHJ7A4di\n/fznWy28eqCDw6cH+MxjUdYvq5jlI5g/4qk8yYzGyil+tsN5Da8i43LIGFqCnOYCpEICW7OI0aSY\nBXs1H/rQ45w/38aXv/xZNmzYRGPjYkZHLzaoT6dT+P0T9616vT7S6YurBizLEsmrIAi3lFcOjFVf\nL+59tSyLn7T3YwEfaoig6wbHml7k9vo0cWkJp/f4cFgGG1KHqP/tr8+Lfa9TuXdjLe8097CnqXtC\nAruyrFDoOD2a4u5IIyBTXZnk3BnQEx70XJbCEBThakrlvVkksELJ8IYjuIzTJHOFhMDQEoSDhVN0\n+LIlxA3FPYcXxCzYcemsxvd+eoqDp/sJeFV+6dEoj9+3ksHB6/8ZyZLE9tVVbFpRwfN7z/Hiu+18\n85mjPHZ7I5+4bzmyPD/f3GZSx0Bh/+uiyMT9r6ZlMZLTqfY4sSwTQ0uSLp7TMlmcHi8k51cTp08+\nsGLKK7Kz2cTp5MnjbN16G1/96n/h1KkTnDjRTENDI4cPH2TLlm28++47bNt2+4THbNy4ib179/DA\nAw/R3HyM5cunv4osCIKw0MRTed5p7qUq5GHTisrx248Pp2hNZIiWeYmGfPzw9X1sqztH1vDy1mEP\nsuFm+eD7rP78UzgC8zeRW9UQoirk4cCpPj798Co8rsJnyICqUOd10ZbIoqHg9NVRYXWiOHTiriq6\nTx2itv5Rm6O/frfye7NIYIWSEaiowakfJZstNA8y8omJFdhLhPxOfG5FzIIt6hxI8a1nj9I/kiXa\nEOLzj68jHHDddKKpKg4+vms5t62u4ukfHedn77XTMZDki4+vw3uFpci3gs6+woWB+sjE/a9JzUC3\nLMIuFUNPARbp4jmNqiNcm8bGxfy3//YN/vmfv4fT6eR3fuf3MU2TP/3TP0LXdZYsWcr99z8IwB/9\n0R/w+c9/mZ077+f99/fzpS/9GgDf+MYf2HkIgiAIc+rNw53ohslD2+vH3/810+TFC/3IEnyoMULs\n/ACLlL04ZIvDfdXIgxHK051s2bkK76qozUdwcyRJYseGGp7b08a7J3q5f8ui8fvWhHx0pXOcGkmx\n2L+EfKqDcHiY0XQ1fccPwUPzL4G1Q6m8N4sEVigZ/vIITiODrivopoyuJago7rscyU9MYCVJoj7i\n5/SFEXKagUt1TPWUt4SWzlH+8j+OksrqfOiuxTxx71IcM7xssrE6wO/98jaefv44za1D/I9/OsjX\nfn4TlWWeqz94gRq7eHJ5BXa8gZNLxdAKV0BTmcJ5LLvF0uFrFQyW8Zd/+f9Ouv3b3/7/Jt32e7/3\n38f//PWvf2NW4xIEQShFmm7w+qEOPC6FezbWjt/+ds8Iw3mde6pDBBwOdh97ke2L0vQZdfQerkM1\nsmwN9FDx4d+2MfqZc8/GOp7fe47XD3Zw3+a68eXQ68J+Xusa4vhwkmj1UuK9b1NWPkJ//wqyLe/a\nHPX8USrvzWJzkFAyFH8Q1cgAEumsC0OL43TI+BTHeFOcS9VH/FhA18CtW4U91jrIn33/MJmcwa9/\naA0f37V8xpPXMV63ym99YhOP3t5A71CaP/2XQ/Tdwl2gOweSKA6J6vDEJH7CCJ18IYHNFRNYh/fW\nvdAiCIIgzJ53T/QST2vs2lw33nRxNK/zZvcQPsXBA3XlvLz3AFtr28gaHg7srQQcrIsfYOnnfh1p\ngfQLCAdcbItG6BxIcar94t7Mao+TCpdKbDSF5KkDyUF1JAmShDmkYupihdR8sjDOVmFBkGQZ2ZED\nIJV1YuopLMsg7FIYyesT2qID1FcVlm529N2a+2CbWgb41rNNWBZ85WPr2bGh9uoPukmyLPHzD6zk\nyZ3LGIzn+NN/OXRLjtoxLYvOgRQ15T4Ux8Rfo+MdiC8ZoZPPOlGNLHLAN+m5BEEQBOFmjDVwlCR4\ncOvFTvcvdQygmRaP1lfQ0TNCjbwHWYZD5yNYmRD1IyfY+EuPo4RCNkY/8x7aVmhg9drBjvHbJEli\nfdiPZlq0JDRcvnrKfAlUVSOpVtF2/KBd4Qo3QCSwQkmRnSYA6Vxhf6WhJQk5VQzLIqlNXH5Zfws3\ncoq1D/PXzzUjyxK//XOb2LJybjsxf+TuJXzy/hUMJ3L8yb8euuXm8faPZMhr5vhFlEtNtYRYy7lx\n6pl53RxDEARBKE2t3XHae5NsWRmhoswNQHsyw5HBBHVeFxtCPpqP/pTqQJqOdCXDZ5bgyw1z25YK\nfOs32hz9zFu+KMjimgCHz/QzMHrx88m68sLnxubhJG7/EiQJKsLDDHtqOH9QLCOeT0QCK5QUR3Gk\nay47lsDGCbum3ge7qLKQPHTeYo2czvck+NZ/NmGaFl95cgOrF4ev/qBZ8NgdjXzy/hWMJvN885mj\nJDPa1R+0QIydc/WX7X+Fi+dpyKmMJ7C5nAeXkcEZXFhXuQVBEAT7vXGoE4D7txaaFlmWxU/bB4BC\n46bX3z3E5po20rqLY/uWIJs6W5SzVH/847bFPJskSeKhbfVY1sWfDcAir4uQU+HUSAo1sByAisgg\ncXeE0ZNn7QpXuAEigRVKiuJ3I1kGWq7YibhYgQUm7YN1OxWqQh4u9CWxrBsb2DzfDIxk+OYzR8jm\nDD73kbVsXG7vXNbH7mjk0dsb6BlK861nm8hrt0aToo5i1X/sIsqlRvI6PsWBszgDFiCbdeLUM7hC\n5XMapyAIgrCwJdJ53jvZR3W5lzXFC9rNw0naU1nWhX2QyBBhN7IMh0/WYepeVsaPsPoLv4KkLNxe\nrrevqcLvUdl9tItc8bOJJEmsC/vJGibteghZ8VJTHceSJLQ+B6Zp2hy1cK1EAiuUFKUsiEvPoF2y\nhHi6CiwUlhEnMxqjqfycxmmHTE7nW//ZRCKt8elHVnH7mmq7QwLg5+5fwR1rqznbOcrf/vjEpL3K\nC9F0FVirOAM2VGygYWgJNEPFNB04jTS+UOWk5xIEQRCEG/X2sW50w+T+LYuQJQndtHipYxBZgodq\ny2k6+gJV/jRtI2FGuhqoTLWz/RO7UCvnduvRXFMVB/dtqSOV1XmnuWf89nXhwvv2ieEUnuAK3GqO\nYCBFSqmhs+2YXeEK10kksEJJcZaFcRoZ8rlCZ9crVWDh1llGbFoWf/vjE3T0p3hg6yIeuKRJg91k\nSeLXPriG1Y0hDp7u54V95+0OadZ19CfxuByUB10Tbk/phRmwZZcksFmt8DUuI4M/vLA/MAiCIAhz\nx7Qs3jjUiVOR2bGhBoD9fSMM5TTuiIQ4eqSJTdVtpDQnsfdX49TT3L5CJrj9NpsjnxsPbq1Hcci8\ntL8d0yxcXG/0uwmoDo4PJ1EDKwGIVA4w7Kml8/A7doYrXAeRwAolxR2qwGlkyecKH/oNPUnYVUhg\np6rALooUE9gFPkrnud2tHDk7wJrFYX7hwZV2hzOJqsh88Yn1lAdd/HB3K00tA3aHNGs03aR3KMOi\nSv/4fLkxo/nCRZaQS8UydUwjS6a4HN6pZ/CXV815vIIgCMLC1Nw6xMBoljvWVuNzq2R0g9e7hnA7\nZKKKTIW5G1mCpqbFGIbCBuMEDU990u6w50yZ38WODTX0jWQ4EOsDChfdN5QHyBgmHVYtIFFdPUzS\nVU7q5MK/AL9QiARWKCm+iipUI0Pukj2wLoeMxyFPWYGtK1ZguwYWbifippYBXth3nqqQhy89sX7S\n2JZSEfQ6+Y2PbcDhkPnO8yfoHV6Y43W6B1OYlkV9ZOr9r1Bs4KQXLqqkig3JFDOL4p3c9EkQBEEQ\nbsQbhwpjYsZWZb3RNUTGMNlZEybW9CIRf5q23jBDA7U0Jk6w+Qu/iKw67Qx5zj12eyMS8OL+9vF+\nKZvLCxMBjo7kcPnqCQUL43SkES+Z3ML87LLQlOYnYeGWFSivwaln0Q0HuiFjaoXENOxSGclrk5o1\n1ZR7ccjSgq3ADsWz/N1PTqI4ZL70xHr8HtXukK5oSU2QzzwWJZPT+ZvnmtH0hdcQYWy5+qKpOhAX\nR+iUORWM4rmbzhRfM4e2YAbFC4IgCPYaGMnQ1DLIsrrCyJihrMa+vlHCToXc+XNsqGollVeJHVtL\nIDvAXR/chLOmxu6w51x1uZdt0QjnexKcPD8MwCKfiwqXyqmRFJJ/FZIEkcph4q4aWpr32hyxcC3E\npymhpLhCYZxGFpBI550YeiEJCDkVNNMipU/scqs4ZKrCHroGUguuE7FumDz9o+MkMxqfenAFi2vm\nxwzRHRtq2bmpjva+JM++2WJ3ODOuo1jtn6oCO76E2KmOn7vZXGE/rORaeMm8IAiCYI83j3RhAfdv\nKYzOealjAMOyuK3MRyj/BrIMx5uWg2ayvXaU8nvusTdgG33gzsUAvPhuYYmwJElsrgigmRbnaQSg\nqnKQIU8dvYcP2BancO1EAiuUFIfPj2oWhk6nsk4MrZCYju+DnaaRUyZnMJzIzWmss+1Hb7dxtnOU\n21ZXcV/xDWq++NRDK6mt8PLKgQscPbuw9sNesQI7vgdWGV89kM8Xzl3ZI036ekEQBEG4Xrph8nZT\nFz63wu1rqmhPZjg2nKTe52L01JvUBlNc6A7TP1jFquxxVn3m03aHbKultUFWN4Y4fm6Y1q44AJsr\nCkWB5oSMQw1QVTVCTvVhtg3aGapwjUQCK5QUSZaRHIVlmNm8CpiYenp8LMnwFI2cLu6DXTjLiM90\njPDTd89TWebmVz6welKzoFLnUh184fF1KA6Z775wckFdXOjoT1Lmd065nHskr+GQJHyKY3wJsZ5T\nUIwskt8716EKgiAIC1BTyyDxtMZd62tQHDI/vVC4UNyQTbKhMkZGc3Dy5Gqqkue487MfQ3a7bY7Y\nfo/vWArA83vbAKhwO6n3uTgbT2P6VqMqGuFQHClbQe9Qh52hCtdAJLBCyZGdhaWW2XxxFMmlnYin\nqsAWK2ELZR9sNq/zdz85ARZ89sNr8bjm56DxxuoAP//ACpIZjX/82akFscQ7ndUZiucmzX8dM5rX\nKXMqyJI03sRJzzlxGjnkgGjgJAiCINy8PUe7ALh3Yx3Hh5O0J7Os9HsoH30FxWFxonkljnSOHbsa\ncDc22hxtaVi9OEy0IURTy+B4FXZTeQALaJVWAFBTPcCwt54zB96yMVLhWogEVig5Dm/htMznCklr\nYRbs1SuwCyWB/ffXz9I/kuWxOxtZ1RCyO5yb8sDWRaxbEqapZZC3m7rtDuemdQ0Wlw9XTt7/qpsm\nCc0YP1fHKrD5nAfVyKIEyuYuUEEQBGFBGk7kaGodZElNgNpKHz/rGESWINB9jIbQKN09IXp6K9kU\n7KT6oQfsDrekfPSeiVXYjRUBZOBYyonscFFTPciQp4aRpmYboxSuhUhghZKjehWwTLRi8xtTT1Hm\nLCSz8fzkCmx12INDlhbEEuKmlkHeOtJFfcTPE/csszucmyZJEr/6wTV4XA6+//oZBkezdod0U8bO\nsbopEtjRS0boQGHlgGlJ6JqK08jiLJvfFyMEQRAE+73T3I1lwb2b6nivf5ShnMZyRWJT4CB5Teb4\nydUszpxi0+d+cd5tP5ptl1dhA6rCqpCPrnSeXNkmvJ4svmAe54BC3phcMBFKh0hghZKjBAOoRg7t\nklmwXkVGkaTxJGHC1ztkasq9874TcTav888vncIhS3zuI2tRlYXxz7M86OYXHlhJJmfwDy+enNev\n0XgCWzH9DNgy18WVAzndBUg4jSyeUPmcxSkIgiAsPJZl8XZTN6ois3lVJW90DeGUJRqGX8elmJw8\ntQJXfIRdv/wIDu/k9ylhchV2e2UQgJi1HIDq6gFy1HIs9p49AQrXxJbNddFo9BAwWvxrK/DHwD8A\nJtAMfCUWi83fT7nCTVGDZTg7s2i5QtMBQ0sgSRJlTmXKBBYKFbHOgRRD8RwVZfOzWcEPdrcyGM/x\n4buX0FC1sPZL3rOxloOn+8eXEt+7qc7ukG5I92BhwHlt5eSGTJdWYC3LwtSSpPOFr1ONLP5w1dwF\nKgiCICw4py+M0Duc4a511RwcSZLSDZbkh1gV6qF/oIzuC2Ee2pzDt2KF3aGWrMursNGaAD7FweER\nWINCTdUAB70rye/bzba1O+wOV5jGnJd4otGoGyAWi91f/O/XgW8CvxuLxXYCEvDRuY5LKB2uYBin\nkUHLeQDGm+EEnQpJ3UA3J8/TXDTP98G2dsV57UAH1eVePnL3YrvDmXGSJPHLj0ZxOR0888ZZ4um8\n3SHdkK6BFGU+Jz731B2IoZjAmnksSyeVLVwjdBpZ/KHInMYqCIIgLCx7ir0ktq+r5u2eYTyyxF3K\nm+i6zLHjUVarbSx9/MM2R1n6Lq3COmSJLRUBUppBl2szZcEUBJ242ocwLTG/vVTZsUZxE+CNRqMv\nRaPR16LR6J3A1lgstrt4/4vAQzbEJZQIb6gCp5Ell7+4FBMu7i2Ma8akx8znUTq6YRaW1gK/8lgU\nVXHYHdKsKA+6efLeZaSyOs+8ftbucK5bLm8wGM9Ouf8VLnbILnOq4+dsKlM4h1Uji7MsPDeBCoIg\nCAtOJqdz4FQfVSEPF2SDvGmxOBWjzJkjdmYpweFu7v7SU0jywth+NJsurcK2dI2yLVJYRnzKXAJA\nddUgznQlp7vn32eVW4UdZ3kK+LNYLPYo8EXgXy67PwmIdp23MG8ogtPIYlkyGU3F0AvJQLCYwE61\njHhRZKwCm5y7QGfIS++109GfYuemWqKNCzvJeXDbIhZXB3inuYeT54ftDue6dA9Nv/8VJi4hHjtn\nM8V93IqZRfZ45iBKQRAEYSHaf7KXvG6ydW0V7w/E8Vg69/oPMzQcpLfFz/0f344SCNod5rzx5M5C\no8z/fLOFKreTpSEvrRmVpOUpjNPx1HNk72s2RylMx449sKeBswCxWOxMNBodBLZccn8AGLnak0Qi\ngdmJzgYL5Vhm6jh8uXqcRgaAVFbF70kRiQSoT2ehexjLpUz6XuXlPhSHTN9IdkbimKvXpKs/yfN7\nzxEKuPjSJzbj9zpn/HuU2vn1m5/awtf/ajf/+upp/s/X77/mirPdx9HcXvi1tHJJ+ZSxJE4Y+FUH\ni2rKGOo5BzC+ikByGlRVXfxgYfexzKSFdCyCIAilas/RbiQJsuVOjEyWrdYBJMviWPMKtixNE964\nwe4Q55VVDSE2Lq+gqWWQ5rYh7qmvpG2knRZlExvD75IqW0Wg5ZDdYQrTsCOB/VVgI/CVaDRaRyFh\nfTkaje6KxWJvAR8ArnrJo78/MbtRzpFIJLAgjmUmj8PQHKhGYdxKOufE0Efo6x1GLla4LgwmWOac\nvAexptxDe0+C3r448k20jp+r18SyLP7q34+g6SafenAlmVSOTCo3o9+jFM+vkFvhga31vHqwg3/8\n8fHxvShXUgrHEWsbBCDockyKxbIsBjN5Im4n/f0JEoP9AOTzhV+xktMaf0wpHMtMWWjHIgiCUIo6\n+pO0dcdZtSRMLJMlYCRZ72wjdmYJlYkuNv7GZ+0OcV76+K7lHGsZ5Nk3W/hfv7WL75+4wCmjkY28\nS3XNMGqTn5a+bpZX1dodqnAZO5YQfxcIRqPR3cD3KSS0vwX892g0+g6FpPpZG+ISSoTs9aIUjdq3\n0gAAIABJREFUE9jM2D5YPTk+C/ZKnYhzmsFIYmaTwNly6PQAJ84Ns35ZOdujt1aDnyd3LiMccPHC\nvnN0D86Pfctj+6trp9gDmzFMNNOi7JIZsABa8fyVvWJPkiAIgnBj3i42b3JUe7CAner7xBM+Bk+p\nPPjFj4t9rzeoocrPneuqudCX5MDxHtaH/QzrDnqIUFfTT9pRz5733rA7TGEKc16BjcViOvBLU9x1\n3xyHIpQoSZaR1UKjpksbOYVchQrJdAlsTXlhZEnXYIryYGmP0slrBv/++hkcssSnHlx5yw0b97gU\nnnpoJX/9XDP/9uoZfvuTm0r+Z9A1mMbnVgh6p+pAfHH/K4ChFZJdI6uiGDkc/sljdwRBEAThanTD\n5J3mHrwehSGvTI3ZR53Uw/6mddzzSD3Oigq7Q5zXnrh3Ge+d7ONffnaSX/3Eeg4PJjgtb2Bn+HWO\nhZdinH0HeMruMIXLiEs2QkmSnYUxwNnxBDaFxyGjSNK0CWxtsbnO2KzOUvaz/e0MjGZ5+LaG8bhv\nNVtXRVi3JExz2xBNLYN2h3NFmm7SN5ymrtI3ZaI9mhsboXNxxQCAnnPhNLI4AmJ5qiAIgnD9jpwZ\nIJnRCNT6kWSJHeph2s430ODK0nDXHXaHN+9FQh7u37KInsE051uHKXepnNGryKNSWZekasjB6a4+\nu8MULiMSWKEkKZ5CkqDlxpZkJpAkiTKncoUEtlDl6inxBHZgNMML756nzOfkI3cvsTsc20iSxC88\nuBJZkvj+a2fQjdKdt9Y7nMaymPZiw1gFtsw1VoFNopsOLMOJamRRg6E5i1UQBEFYOMZmv+oRN8to\nx5vOMHrK4u5f+3mbI1s4Pnz3EjwuBz/Ze45NZT50S+KMtYTamn6kfC2vNr1td4jCZUQCK5QkxedC\nskz03MRZsGVOhZRuoJuTk53qci8SlPyeymdeP4umm/zc/cvxuOzoo1Y6FkX83L91Eb3DGV490GF3\nONMa2/867QzYy5YQm1qSjO5CQsJpZHGXlc9NoIIgCMKCMRTP0tw2iKfMhdPn4HZHE7GjdTz0q48i\nKbf254eZFPQ5eWLXCuJpjdHzcWQJTrKGcGiUeLgWo+UQpmXZHaZwCZHACiVJCQZQjex4AmsW9xSO\nNcmJ541Jj3GpDirK3HQPlW4F9uS5IQ7E+lm+KMhd62rsDqckfPSepfjcCs/vbWM0lbc7nCmNLUuv\nq5h6L2u8mMAGVQXLMjH0FOniDFjVyOIJiT1KgiAIwvXZe6wbywK11stquZXRdh+rVtQQqFtkd2gL\nzhO7lhPwqrx+oIMVHjeDpo8+qZJQfY5Fg3mOtnbbHaJwCZHACiVJCZShGjm0XKEZ09iewrEEdiSv\nTfm4mgovo8k86ezUy4ztZJgm//raGSTg0w+vKvmmRXPF71F5cucysnmDH7zVYnc4U7paBTauFc43\nv6pg6hnAIpktnKtOI0ug/NbqMi0IgiDcHNOy2HOsG0mW8FU7WZ8/TbpDZd2jD9od2oLkdat8+O4l\nZPMGmfOF8XAnzBXU1vTjTtXy8vH9NkcoXEoksEJJcpWFcBpZDM2NYUoYWuGXyVgCO+0+2PJiI6eh\n0ltGvPdYD539KXZsrGVJTdDucErKrs111Ed8vN3UzbmeuN3hTNI9mMLldBAOuKa8P57X8SkOFFka\nv9iSzBRWD6hGFpdYQiwIgiBch1j7CAMjWVzVHjarZ+lp8vHgZz9ld1gL2n2bF1FZ5uZQcy8BA1qs\nRnyhNMlQDXQdIZmZungizD2RwAolyRMsRzWygEQy5xwfSzK+hFibX42csnmd53a34lRlnrx3md3h\nlByHLPOpB1diAd9/9QxWCe01MU2LnqE0dRXeKavmlmWR0PSLM2CL+7UzxeXvTiOLEhAXLARBEIRr\n9+aRTgDKap3U9PSw5cFdKO7SHhE436mKzMd2LcMwLfRzCQwcnGYp/sUmS4YT7GlutztEoUgksEJJ\n8gYrcBpZAFI5FUNPYlkWZcUxJSNX6URcaqN0fra/ndFUnsdub5y2inerW7OknM0rKjndMcqRswN2\nhzNuIJ5FN6zxOcOXyxkmedMioDqAiwlsrrgH1kEeySVec2H+iUajcjQafToajb4TjUbfiEajy+2O\nSRBuBemsxsFYHw6vwvZgG3KmgpqVK+0O65Zw+5pqltQEaDs3ghHPccJcQU11P8HRat44e6ikLrDf\nykQCK5Qkd1kI1cwBkM47wTKwjOwlTZyuNgu2dJYQjyRz/Oy9dsp8Th67o9HucEraJ+5bjiTBs2+2\nYEzRadoOY9X86RLYuFZoKBYc60CsF869fHGGsaTqYr+zMF89AThjsdjdwO8Af25zPIJwS3jjaBem\nCWW1Kv5T/dz9iY/bHdItQ5Ykfv6BFQDobUmGrSC5kIukpw5XTy9t3QmbIxRAJLBCiZJ9/uISYsgU\nK1mGnsTjkFFlado9sAGvis+tlFQF9od7WslrJk/cuxS3U7S9v5K6Sh87N9XRPZjm7abS6PjXW+xq\nXT1dAntJB2K4WIHNa4W/O5ziaq0wb+0AfgYQi8X2A9vtDUcQbg0vvtcCEmwOdHPvk58SF0HnWLQx\nzOYVlQwPpMkNZDmQ3Mygs466Xok9TV12hycgElihRDn8/vElxLliJcvQ00iSRJlTmTaBlSSJmgov\n/SMZdMP+Cl5Hf5I9Td3UVfq4Z2Ot3eHMCx+9ZylOVeaHe9rITTEuaa71DF2tAltMYMf2wBabOOm5\nYgLrFh88hHkrCFzaVc2IRqPic4MgzKKf7H6fdAp8FQrrghV4y8rsDumW9In7luOQJaShHL2eSkyH\ng5FIlJPnh+0OTQBEOUgoSbLTiYPCEuJcvrg0s9jIKagqDGQzaKaJKk/+LFVb7qOlM07/SGZ8SbFd\n/uONFiwLPnn/chxTxCpMFvK7ePS2Rn78zjleer+dx3cstTWesQS2Onx9FVgzp6IYORw+zxxEKQiz\nIg4ELvm7HIvFrnhlMBIJXOnueWWhHMuVjmOk6Rj71SCxpMYTjdU0VPlLutq3UF4TmPpYcpkcb7cV\n3kNW+UZ45KOfnuuwrttCfU0ikQB/9bX76MvnOd6foEvp4aOPrmHRisp5cczzIcabIRJYoWTJauFz\nkqaPVbYKiUTokn2wFW7npMfVVl5s5GRnAnvq/DDHWgdZszjMhmUVtsUxHz12RyNvHunkxf3t3Ld5\nEREbx6j2DqcpD7pwOR1T3n95BdbU02imisNUUI0Ust/eiyiCcBP2Ah8B/iMajd4JNF3tAf39C2N/\nWCQSWBDHcqXjMNJpWn7/Dzn95C9yyF3LK98/zsd3LeNDdy2Z2yCv0UJ5TWD6Y/mP//gX+vsX4VDh\ns088UvLHu9BfE69DYonHxZJGF+Zv3YMsFy7ulPoxL7TXZSqiJCSUrLG9g1p+YnOc4LXOgrWxkZNl\nWfzn7hZgrDGR/Ve0LctiOKdxZjRF02CC/X2jvNM7woH+UZqGErTG0yQ0vSQ67HlcCh+9Zym5vMGP\n9rbZFkcubzAUz01bfYWLFdjxLsR6mqymIuMojNDxL+yroMKC9hyQjUajeyk0cPptm+MRZpDmdDAa\nUFgefw+HV0F1Onhh33niqbzdod2S3nvlJU66G7B0k9UNHjweMTKnlIwlr0JpEBVYoWSpnkJCoGsT\nK7Bjo3SmTWBLYJTO0ZZBWjrjbF0VYWmtPTNATcuidSTF/s5BWuJpetJ5ctfQ2dfjkKn3uVkR9LKi\nzEuNx2lLAr5zUx2vvH+B3Ue6eOqxFFPXP2dX73Bx/2vFFRJYTcchSfgUB5ZlYeppUvkAEhJOI4sz\nIPYvCfNTLBazgC/ZHYcwSyyJljo327Ij1CpDZJYESJwe4cd7z/HpR1bZHd0tZbi3l15riK7uRkDn\nqQc32B2SIJQ0kcAKJUv2+3Ck8hi5yyuwhVQmoU2dwFaG3DhkybYKrGlZ/OCtViTgyXvnfv/mQDbP\n+/1xDg3ESemFJkgyUOl2Uu11UuV24lMduB0yiiSRNy1yhklc0+nP5OnL5jkTT3MmnoYOqHCpbKsM\nsqUyMH7xYC4oDpkn7l3Gd54/zr+9HOMXH5r7GXjjDZyuUIFN5A2CqgNJkjD0DGCSyhbOWdXI4g5U\nzUWogiAI10WRFVrKFhEaDLFGPkvPojuwutO8eaSTh26rv+LKE2HmWKbJ/ud/yPHoRvJDGRpr/Lb3\n7xCEUicSWKFkKX4/aiKHpo2N0bnYxAkuzt+8nEOWqQp76BvOzE2glzlwqo+O/iR3rathUcQ/Z9+3\nNZ7mje4hWuKF4/Y4ZO6pr6DRpbIi6MWtXHsNM57XaYmniY2mODGc4uXOQV7pHGRDuZ/7asup8bpm\n6zAmuG1NFS/sO8ebBy/wwOY66irn9k39aiN0TMsioenU+wtLvcYusqSKF12cRhZPWfkcRCoIgnB9\nFIdMoHE7xptHqM+mcDk1pGVlJI/2859vtfLlJ9bbHeIt4c1/+j5s8NF1XgUyPLil3u6QBKHkiQRW\nKFmqP4hq5JAMH+m8glJMDgLqxSZO06kOe+keTJPMaPg9c1c1NEyT53a34pAlPjpH1dfziQyvdA7S\nmigkrssCHm6LlLEu7KO2uuyGNvIHnQpbKoNsqQyS1Q2ODSd5t2+UpqEkTUNJ1oZ8PNZQSeUUTbRm\nkixJPHnvMv7PD47xw7fb5vwD1XgFdpolxEnNwOSSDsTFZe5jo59UI4c3KBJYQRBK02MbtnHk4Kv0\n90ZZ1XiOYxUrqanyceBUHy1doyyvE1sgZlPbgYMo4QTvytvJdCdxqQ5uWyNW7QjC1YgmTkLJcgVD\nqGYOCZl0XsUojtHxqw4kpl9CDFAVLowuGdvDOFf2HuuhdzjDzk11VIVmd3xKQtN5trWH75zqoDWR\nYVWZly+uqeezq+vZVBFAmaGxPW7FwW2RMn5jbQO/vLKOBp+bEyMp/qr5PD+7MEBuluftbl5ZyarG\nEAdO9XG+Z2676vUMZVAcEpXBqZtpJCZ1IC6co9mxBNbMofjt2QMtCIJwNSvrwnRVBBi64GGtfBZJ\nkqiKFi66FcbA2d/Ub6HKJRI07z9Goj7AwLATI2tw+5oq3E5RWxKEqxEJrFCyPGXlqEZhFmw6r2IZ\nGSzLRJYkAqqDxDRLiAGqiwls39DcLSPWdIPn97ahKjIfvnvJrH0fy7I40D/KXxw7z6HBBLVeF59f\nXc+vrFpEo3/2kmZJklgd8vHFNfU8tbyWoKqwu2eYvzh2jtOjs7ffWJIkfvGxNQA8t6d11r7P5SzL\nomcoTVXYO233wUkzYIsV2PwlFViHf+6WkQuCIFwPSZIIr7kLZ88ArkyOagbod8LaZeWcvjDC0bOD\ndoe4IFmWxctPP8PizYMcNNeT7SrMfr13Y53NkQnC/CASWKFkuYPh8QQ2oxUSAlMvJKQBVSGen37k\nS1Vxz+JcVmDfPNzFUDzHg9vqCQdmZ49oUtP5v2e7+cG5PizgI40RvrK2gSWB2a32XkqSJNaX+/mt\nDYt5sK6clG7wD6e7+OG53lmrxm5eFWFVQ4imlkHOdo7Oyve4XCKtkcnp4xdDpnJxBmxhf/FYBXYs\ngVXMHLJn7l4bQRCE6/XBzXeSd/fR3RNhrXwGC2hcW4kkwbNvtWBcQ/d64fq8+b1nCCy3aHEvIaU5\nyfVnqa3wsnyRWLEjCNdCJLBCyVL9AVSzmMDmCgnBWCOngFNBtyyy0yRM1cXlu3PVyCmb1/nJvnO4\nnQ4+eOfiWfkeZ0fT/FVzOydHUiwLePjNdY3cVR1CtmnGrCrLPLiogi+tbaTa4+S9/jjfPt5OTzo3\n499LkiQ+tnMZAM/tnpsq7NX2vwLE84VVAJdXYLXi6CdJMZBmaCm3IAjCbIiU+RisUunrCrJcuoBL\n0jmr5blnQy1dAyn2HuuxO8QFZfD0GU6dT1CzeIDDxhr0vgymaXHvxrqSmBkvCPOBLQvto9FoFXAQ\neBAwgX8o/r8Z+Epx9pxwi3P4A+MV2Nx4BXasE3Gh4hXXdDxTdNctD7pRHNKcVWBfOdBBIq3x0XuW\nznjTKMuy2NMzzEsdg8gSfKChkh02Jq6Xq/O6+MraBl7uGOTt3hH+5uQFPrakmk0VgRn9PqsaQqxf\nWk5z2xAnzw2xZsnsNke6lhE68cv3wBb3aWuaAwcgOcWvMkEQSl/lxruRXmgjl1ZZ5WnlmL6K1Ruq\n2H+il+f2tHLHmmpcTjumcS8sRibD6/++j7X39XHEWoeGAn2jOGSJu9bX2B2eIMwbc14aiEajKvAd\nIAVIwDeB343FYjuLf//oXMcklCbZ77+YwObHKrCFpOJqnYhlWSIS8tA7lJn1JhTprM5L+9vxuRUe\nua1hRp87b5h8v6WHn3UMElAdfG51PffWhEsmeR2jyDIfbIzw1PIaZCT+vbWHn7b3Y87wz/7JYhX2\nB3taZ/11vbYK7NR7YI3i+erwiA98giCUvoe37cAhd9PVE2GtdAaAk+kMj9zewGgyz8sHLtgc4cLw\n1ne+T3i1CT44Zq7CkzUZGsqwaUUlZb7Z7eovCAuJHWvb/gz4G6C7+PetsVhsd/HPLwIP2RCTUIJk\ntxuHVUhg8/mJXV7HKl5XbuTkJZ3TSWWn71Y8E149eIF0TuexOxrxuGZuUUNS0/lurJNjw0kW+918\nZV3jrDZpmgnrywN8eW0DEbfK270j/FtLD9oM7p9aWhtky8pKWjrjNLXMbnORq82AhUIF1u2QcToK\nv0pNPU3eUJAtCcXII3tL+/USBEEACLg9JCvy9HRXEJbiLFKSnI1nuGNTLX6Pyovvnieeztsd5rx2\n5qVX6XGEWbHsAvu0TViSjH9IA2DnJtG8SRCux5wmsNFo9FeA/lgs9nLxJqn435gkIIaOCUBh36Ps\nKCSoeW2swjW2hHgsgb2GUTpDs7eMOJ3VeeX9C/jcCg9snbnh44PZPN852cGFVJbNFQF+PVo/XnUu\ndRGPky+uaWBpwMPx4SR/d6qT1BUuNFyvJ3cuQwJ++HbbrFZhe4czeF0KgSssCY/n9Qmvi6mnyGhO\nVEtCNbNIPt+sxScIgjCT/Os3o/TFSSY9RK3jAByLp3l8xxKyeYOfvHPO3gDnsVRHB+/uH2b9hlZG\npACt8mIiqsLZ1iHKgy7WLxXzwgXhesx1BfZXgYej0egbwGbgH4HIJfcHgJE5jkkoYQ61kKBo2liX\n17EuxMU9sNMsIYZLRunMYiOn1w5eIJWd2eprdzrH0yc7GMxp3Fcb5ueWVqNMM8alVHkUB7+6qo7N\n5QEupLL87amOK75W16M+4mfb6irO9yQ41jo7VVjTsugfyRAJe6ZtqqGZJhnDpKy4L8yyLAw9TSqv\n4LAcKEYeRSSwgiDMEzt2PERA66S7N8IyzuGWLQ4Pxrl3cx0VQXex037W7jDnHVPL8/p3X6RqVZZQ\nWZLXs3cAEouykM0b3LOhdtpRbYIgTG1OSzqxWGzX2J+LSewXgT+LRqO7YrHYW8AHgNeu5bkikZlt\nEGOnhXIss3EcqqdwjcUyCqeq6tCIRAK4gm44cYGcLE37fVctrQAgkTOuO7Zr+fp0VuOVAx0EvCqf\nfGQ1XvfNN286P5rm7490ktINnlrXwP2LI1d/0FXYeX59uSrIMyc7efVcH98908XX7lhBhefGRgxd\nehyf+fA6Dpzq46f723ngjiUz3rlxcDSDppvUVwem/fn1F7stRwIeIpEAupbmAiaJrIKEjGrm8Ecq\npnz8Qvk3DwvrWAThVlbhDZENjjDcu46Vy9uJqkMczVbQlszw+I4lfO/FU/xk33l++dGo3aHOKwf/\n/vsMh+q4d8UhWvPVDKiVrAj7OPNOFxJi9qsg3Ai71yRawNeAv41Go07gBPDstTywvz8xm3HNmUgk\nsCCOZbaOQ3bJYJlYxS7E6VSc/v4EpmUhAwOJ7LTf11XMado6R64rtms9lh+/c45kRuNjO5eRSmRJ\nJW7uynR7MsM/nO4iZ5h8fGk1673um/6ZlsL5dX9lECOn80b3EH+8N8bnovWUX2eyf/lx+BSJbasi\nHDzdzxvvnWfDsooZjfn0hcJCkKBHmfbn15YoVPadpkV/fwItW6gGZ4oNnFQjh6WUT3p8KbwmM2Wh\nHYsg3Opca5aRPpolnXGx0nOUozzAgf44n9pQwwvvnmfP0S4+cEcjkZDY338tevbu41h/OVvuOoMs\nW+w3dgBwd0UZ/6vrFOuXlVNR5rY5SkGYf2wbUBiLxe6PxWKnY7HYmVgsdl8sFrs7Fot9VozQES6l\neH2oZh7ZlMnpDkyjsJ9VliT8qoOkPv3eyrFROn2zMEonk9N5+b1C5+EHt9383teOVJbvne4ib5j8\n3LJqtlUunGHmkiTxcH0Fj9ZXMJrX+btYByM57aaf9yM7lgDw/Czshe0fKSSnVVf4kJa4rAOxaRQe\nky3u11aNHK7AwnkdBUFY+DbvfITyTAc9vZVUWL1UOeHUaIqMYfLEPUsxTIsf7z1nd5jzQr6/j90v\nnaVmaZyK8jjvJdYwKrtYE/Jx6kQ/ALtE8yZBuCG2JbCCcC0cPh+qkcNhymQ0BUO7uJ/VrypXbOI0\nm6N0XjvYQSqr88jtN7/3tSed43uxTvKGySeX1bC5YmEmPbtqy3l4UQUj+UJ35ZvdE9tYHSh0JO6K\nc+Lc8AxFWTCWwF6pyjB27vnVsf3ZhQsl+eJqAcXM4faHZzQuQRCE2VRX3ojpGqC3rwJJgrXOPkwL\njg4muH1NNXWVPt5p7hkfMyZMzdJ19nznWVLlEVavaiWlKbQGtiAB99eEeePgBYJelU0rKu0OVRDm\nJZHACiVN9QUKs2BNB+m8Ml6BhULioJkWOWP6MS2zMUonk9N5qVh9fegmq68D2Tx/H+skY5h8bEkV\nGysW9jLG++vKua82zGBO47uxTtJXqKBfi8d3LAXgR3tntgp7LRXYseq/f3wGbOExYyOfVCOHy7+w\nX09BEBYWSZJwLC0jPuAmn1dYqh1GluDgQBxJgifuWYppWTz/dpvdoZa02L89y1l5JRvXxlAUk325\nXYwaFtsqg3RcGCWR1tixoRbFIT6GC8KNEP9yhJLm9AdRzBwSEhlNBUvHNAvLT8cqX8k5HqXz+qGZ\nqb4mNJ3vne4kqRt8pDHCtsitMUHq4UUV7KgO0Z/N809num5qTuzimgCbV1RytmOUk+dnrgrbN5LB\nIUuEg9M3nEoWRwONdcQeW0I8NvJJNXM4vNPPkBUEQShFS+68h/J0N719FbiMIVb5ZXoyebrSObZG\nIzRW+dl/opeO/qTdoZak0SNHeb/VSW39EJHIKGeHK+n216LKEg8tqmD3kS5AzH4VhJshElihpLn9\nZYUKLJAtLs0cG6XjVwqJQvIKM0bHRun0ztA+2ExO52f7b776mjdM/ul0F8M5nQfqyrmrOjQj8c0H\nkiTxgYZKNpb7aU9meaa1B/Mmqqfje2FncF9W/0iWiqAbhzz9r8jkpCXEhfNS08aaOOWRvWKMjiAI\n88vyVdvx61309BWWt65RuwE4NBBHliSe2LkMC0QVdgr6yDBvPfsuWsDP2tVnyOsyneGHSekG99aE\nyaTynGofYcPySqrLxQVOQbhRIoEVSporUIZq5gHIFpdmju01HKt8Ja6QwFYV3yBmahbsG4c7SWV1\nHr6t4Yarr4Zl8f2WHjrTObZWBniw7tYbYC5LEp9YWs2ygIfjwyleaO+/4SXAS2uDbFxewekLI5ya\ngSpsLm8QT+WJhK/cZTOpGSiShKuY5I5VYLVLlhDLogIrCMI843SoWOVZBgbD6IZMTeYIXkWmaSiJ\nYVlsWl7BkpoAB2P9dA2k7A63ZFimyYGn/y+d/ijr1p7CqZocHdnEWVMioDq4tybMnqOFiwGP3NFo\nc7SCML+JBFYoaYrPj1JMYHPaxG6vY3sPk/r0S4gvVmBvPoHNawYvv9eOx+XgoW0NN/QclmXxk/P9\nnBpNsSLo5cnF1TM+w3S+UGSZT6+opdrjZF/fKG/3jNzwc43thX1+781XBK6lgRMUEli/6hh//cYu\nrBh64cKKLOWR1ZufDSwIgjDXwhtW4s2M0N8fxtKGWBdUSOkGLfE0kiTx4buXYAEv7Dtvd6gl48Jz\nP6JZX0FNVR+11SNcGAmSX7wNzbR4sK4CB/D2sW58boW7xexXQbgpIoEVSprs86EYYwlsIRkwionC\nxT2wVxilE3DjkCUGRm4+gd3T1E08rfHA1nq87hurvu7pGWF//yg1HidPrajBId+ayesYj+LgMyvr\nCKoKL3YM0Dx0YzNFl9UFWb+snFPtI+MzXG/UxQR2+tl8lmWR1A0C6sXzYKyJk6EXbpOVG9/bKwiC\nYKel23dRke6kt78wYzuq9gJwZLDwO3rzykoWVfrYf6KXvhl4f53vUqdOsu9oCjwKa9efQTckRgKP\n0Pz/s/feUXKd553mc0Pl6upYnRvd6G6gkAORicRMAMySqGBLomTZXttaj2fPjmfmaGa8a+/a47Mz\n45ljH1mBkk1lkWISMyHmBILIGQWgG51zd3VXDjfsH1WdgM4IHfA95+CQqLrh+1C37q3f977v7x2I\nUGi3ssHr4cSlXoKRJNtWFmPN/H4RCAQzQwhYwZxGcTqHIrCpwQjsYA3sUArxxK108jw2ugfi1zQO\nTTd4/WAjVlXm3k0zi776+yO82dKDx6LyxNJS7Ip4gAHk2Cw8sbQUqyzx7OVOOqKJGR3n4dvTUdhr\njQh0TcGBOK4b6KY5dA1COjMgpSvIpBclZJu4vQoEgvlJYWElqtJFd0+6xCUvfo5cm8rZQJikbiBL\nEg9sq8QwTd749NaOwuqhEAd+9iZ9znKWrzyLw6Jzumcp3Z5sTGBPRQGKJPHe8VZAmDcJBNcD8QtL\nMKeRna6hGtjhFOLBGtjJTZwgnQoajCRJTLLdRBw400FfMMGudaV4nNZp798TT/J0fQeKJPG1JSVk\nW0Vq6UhKnDa+sLiYpGHys0ttM2qvU1ueja8ih1P1vTR2zCySC1PtATvYQmeEgNWixDT+YBvQAAAg\nAElEQVQLFklCMVJIjulfJwKBQDBXsC1yoMclAgMukpFm1uY6SRomZ/vT7sOblhdSmOvgo1PtBEIz\nW3ic75imydknf8Il92oKve1UFA3QHnRTvOoeLgxEqc5y4Mt20tkX5czlPpaUZ1Ne6J7tYQsE8x4h\nYAVzGtluR8kIWE3LmOVkIrB2RUaRJhewBdlpITLTNGLDMHntQCOKLLFn8/SNF+K6zs8uthPXDR6r\nKqTMNX5q6q3Mqjw3d5XmEUho/PJSO/oMTJ0euL0SgFevISLQ3Z+O1k8kYIcciNXhFGJDjxFNqqgm\n6awBx8Q1tAKBQDCXKVx7G7mxdrq78wGDZdZeAE5k0ogVWWbf1ko03WT/oaZZHOns0f3GmxwNl6NY\nDFauuYxuSEQcd/PZQNrcam9FAZIk8e6xdPT1rtuurXe8QCBIIwSsYE4jyfJQLaFhpsXCYK2hLEm4\nVHXCPrAwXMs40zTiw/4uOgMxtq8uJs8zPfFpmCa/qe+kO55ke1EO6ws8MxrDrcJdpXksz3FRH4rx\nRnPPtPdfWZVHZXEWR8530d47M3fMrv4YbodlQpfp8BURWNPQMI0UkYSKbEqoelL0gBUIBPOa6nU7\nyY530JWpg3XFL1HmtHFxIDr03L19VTHZbisfnGgjlpj4WbzQiF+u59MPG4lac1i+7gxOVeNE1xKy\nF1fRFk2wLj+LMpedRErno5PteFxWNvi8sz1sgWBBIASsYM4jZ7JtTT2dkjmYQgxpARHW9AlbsFxL\nBNY0TV490Igkwd6tldPe/922Ps71R6jOcrCnomDa+99qyJLE49VFFNqtfNzZz9Ge4LT2lySJB7dV\nYgKvfzr9iIBhmPQOxCZ3INZGC1g944wdS6lIhoxqJFFcogesQCCYv9gcLhR3mIGgm3jSQix4kbV5\nWRjAmUA6jVhVZO7ZUE4sofPBibbZHfBNRI9GOfLjZ2n1+PAWN7MoP0hb0M269Xt5q60PVZK4tywt\n/A+e7SSa0Ni1thRVET+7BYLrgfgmCeY8ii3j1GvI6IY01K4E0r1gU4ZJwhjf8XVQjPTMIAJ7sq6X\n5q4wW5YXUZQ7vYjahYEIb7f1kWNV+UpNCcot2i5nutgVha8tKcGuyPy2sYvO2PRqq9Yv9VKS7+TA\nmQ56p/mZ94cTaLpJ4aQ9YDMpxJbRvYljKQsSEqqRxOLKmta5BQKBYK7hrilA1RN0d2djaBGWOtKZ\nLYMCFmD3ujKsFpm3DjejT/AsXiiYpsnlf/0JZx1rUNU4q1e2oBkSQcsdNJo6A0mN24tyyLVZME2T\nd462IEsSd6wT5k0CwfVCCFjBnEd1WMA0UU2JaNIylEIMI3rBTlAHWzCYQjzNCKxpmrxyoAGAfdum\nF30dSGo8U9+JIkn8fm0JLmGZPy3y7VY+v7iIlGHyy0sdxKdh6iRLEvu2VqIbJm98Nr0obFdg8hY6\nMGzilJX5XAfrsuMZozHVSGEVAlYgEMxzilbdRm6sk67udOqrLVZHuctGfTA2ZLbndljYvrqE3mCC\nI/7u2RzuTSHw/nsc7sxBU+ys2HwBh5rieEctm25bxbttfThVhd0luQDUtwVp6gyzbknBtEuQBALB\n+AgBK5jzyJlWOopuEk2pQ31gAVxqWkBEJhCwWQ4LNosyZM4zVfxN/dS1Blm/pIBy79RdA3XT5Om6\ndqKazr6KAmHaNENW5rq5vSiH7niSX5xpnjBN/Eq2rCgi32PjgxNtBCPJKe835ECcPdUIbEbAZlKI\nE8lBAZvE7hb1zgKBYH5TvmIT2fF2enpzMUyJWPAiq3LdGMDZEVHY+zZWIAFvftY0rXv1fCPR0szh\n144RcJaQX9VARVY/bQNuNty2j3faAyQNk3vL8nFkfpu8c3TQvKlsNoctECw4hIAVzHkGe8FKhkQs\npWIaiaEH5GBkMzJBhE6SJApy7PQMxKb1YB2Mvj6wrWpa4327tZeGcJxVuW62FmZPa1/BaPaUF1Du\nsvFpax9HplEPqyoye7ZUktIMfne4ecr7dQ9kesBOkkIc0XQUScImDzpjpxdVEql0wbZqJLFl5Uz5\nvAKBQDAXUa02LK4wmqbS0+8mGW1nuSd9nxuZRlyU52TdkgIut4e42DIwW8O9oRiJBGd+8FPqc9eh\nWsOsq+1AMyT6lN0oHhtHe4IUO6xs8qYXL4PRJIfOd1Kc52R5Ze4sj14gWFgIASuY81icrrSA1WXi\nmooEmHq6LnIoAjtJiqk320E8qROJT80lsb4tyNmGACuqcqkunXok7cJAhPfaA+TZLHyuqhBJ1L1e\nE6os8ZWaEpyqwkuN3bRHp14Pu3NNCR6nhXeOthCNp6a0z2CUvmCSCGxE03GpytDnO5jWnhxMIdaT\nqE5h4iQQCOY/rqp8LHqcQK8HMHGl2ihxWLkUjI4q77h3YwUA72Vaxiw0Wn7+c05aVmNKEuu2N2NX\nkhxtq+GerWt5takbE3hgkRc581z46GQ7mm5y521l4reAQHCdEQJWMOdRHS5UPQmmMlRjaOhpoTGV\nFGKA/EztyVRNfV490ABML/oaTGr8JlP3+pWaYuyqqHu9HuTaLHxzbSWaafKrunaS+tRMQqwWhfs2\nLyKW0IfSuCajNxhHliRysqwTbhdNGaPqmgdTiFMjamBl4UIsEAgWAN5Vt5Eb66CvL+2qGw9fZmVe\nFroJ5/qH25X5FuVQku/ksL+LYHTqpRvzgeCnn3C0ziRm9eBd2UiRtZvWgbTr8LlgjMZwnJW5Lmo8\nabNH3TB492gLVovM9lUlszx6gWDhIQSsYM5jc2VhMdIPw4Q2WHM4WsBGJ4nA5mXbgLRAmYzG9iDH\nLvZQU+Zh2aKppYEapsmzlzuJaDp7Rd3rdWddUQ63F+XQE0/x+jT6w965vgyHTWX/oWYSkyxyQHqB\nIzfLiiKPf2vUDIOEYeBSh7cxMhkBwwI2ieIQfWAFAsH8p3zVRnJi7QT6PWi6TCLUwKrctC/EyDRi\nSZK4Y10Zmm7y8cn22RrudSfZ0cHx596j3VOLlNXH2tIuNEOiy9zJopJs3mjpQZEk9pYP93g94u+m\nN5hg5+pSnPbxe4oLBIKZIQSsYM5jdWahZgRs6ooIrHMKNbAwIgI7BQH73LsXAXhga9WU034OdPZz\nKRjFl+1km6h7vSHcX55PkcPKwe4BzvWHJ98BcNhU7t5QTjiWmrRHoaYb9IcTQ9fKeES0dATYOSLC\nbmauR10bFrCyUwhYgUAw/1EdLqyOEKYp0xXIIhXvIl9N4rVbuTAQJTEiK+b21cVYVZn3jrdiLAAz\nJyOV5OIP/oXzuZswpRS3bwtgk+Mcbq1hz/bb+LAjwEBSY0dRDnn2dG2waZq8+VkTEnDPpvLZnYBA\nsEARAlYw5xmsgQVIauOkEE8mYLOnlkLcOxDng2OtlBW4WFObP6XxdUQTvNnSi0tV+NziIlHrcoOw\nyDJfqi5GlSSeu9xFKDW1euZ7N5Zjtci8cbAJbYL04/5QAtOEvOyJBexgtN+ljkwhHhSw6dcsRhLZ\nMXEdrUAgEMwXHJV5WLUY/X3pBdp4uIGVuS4006Q+OKIzgN3C5uVFdPfHOdvQN1vDvW50PfM0x80l\n6LKFqq095Eit6dThdXuImQYfdATIsijcUZo3tM+l1gEut4dYt6Rg2v3jBQLB1BACVjDnkR2OdA0s\nwyY5g4LBKkuokjTlGti+SSKw+w81oxsme7YsGjJimIiUYfBMfQeaafL5xYVkWUSq0I2k2Gnj/vJ8\noprOc5c7p+QqneW0snttGYFQggNnOsbdbjA6P3kENn2tOa8QsLohD10zkqQhTZCGLBAIBPMJ78p1\nZMc76evN1MGGGliana7z9w9ER217Z6ZlzLtT9B6Yq4SOHuHoyX6Cdi+UdLPE1YxmSHSzi6WL8niz\npZeUYXJfeQE2Zfh+v/+ztPP9fZsqZmvoAsGCR/zCEsx5ZLt9OIX4igisJEm4VGXSGliPy4qqSPQG\nx3exHUwzLci2s2VF0ZTG9ruWXjpiSTZ7s1mWM/VesYKZs60ohyUeJxcGohzomlq7hvs3V6DIEm8c\nbBo3rW3KAjazWDLaxClBQlOxZl6SlfmfOicQCASDlK7aRE68i2DITSKlEA9dpsJtx67IXBiIjFpM\nrCrOorIoi+OXegiEpu4cP5dI9fZw5pcv05i7Gs0S4Y51UWxKnCNtNezZvp7GUIwTfSHKnDbW52cN\n7dcViHL0QjeVxVksrRCt1ASCG8VNDxf5fD4FeBJYCpjAnwAJ4CnAAE4D3/b7/eIXoAAA2e4YMnHS\nrojAQlpI9MQndjyUJYm8LPuENbDvHm0hkdL56u7lqMrkazuXglE+6uynwG5hX0XBVKYyK5imSSia\nojMQJRBKEImlCMc19Ew6rSRJOKwKLoeFLKcFb44Db45jSv8Gs4EsSXx+cRH/eKaJN5p7qPU4KXRM\n7Bqc50kvSnxyuoOTl3pZt+Tqz2swvTx/iinEV0ZgY5qCJROBlS3i9iUQCBYOFk82VksQ05ToCHio\ntAQwUwPUepycDoTpiicpcqTNEiVJYtfaEn62P8TBs53s2bJolkc/PUxN4/IPfsSZnC2YGGy4K4XL\naKSlP4sNt+1DUWVeauwC4KFK76hsrbcOt2AC92+qEOVEAsENZDbyHR8EDL/fv8Pn8+0G/i7z+nf8\nfv8HPp/ve8AjwIuzMDbBHER2DEdgIW2SMFLAOlWFpGGSMgwsE6Rt5mfbOdcYIKXpWK5ocZNM6bx1\npAWnTeW+LYuIhCZONY7r6RRWWYIvVhdjnUNiLxJP4W/qp65tgKauCPWtA8QSU6sXHUSWJLw5dqpL\nPVSXZrOkPJuKQveceSB7rCqPVhbyy7p2nrvcyf+2vHzSlO89mxfxyekOXj/YOLaAzUTn86aYQnxl\nDWws6UABJNNAts6d60EgEAiuB84SB3JYp78vi8rCAPFQA76cak4HwlwYiA4JWIBNy4v45VsXOXCm\nY94J2O4XX+B4rJyky4FrZQ+FxiVSpkxAvYPby3L4pLOf9liSDQUeFrmHvQ6i8RQfnmwnN8vGxmWF\nszgDgWDhc9MFrN/v/63P53sl89cqIADc4/f7P8i89jpwH0LACjLI9uEaWClzyZojI7AjesHm2MYX\nDnme9MO1L5igKG+0scLHp9oJRVM8sK0Sp90yqYB9vbmHgaTGXaV5lM+Bljk9/TE+O9/FyUs9XGoN\nDqXJShIU5zlZtiiHojwn+R47LoeK224ZirCapkk0oROJpwhGknQFYnQGorR2RzhwppMDZzoByM2y\nsbo6n9uWFrCiKm/WI7Sr8tysCbg52Rfmo45+dpXkTrh9eaGbNTX5nKzr5VLLALXlo92ih1OIbWPt\nPsSVAtY0NDB14pqKYqYdiCX7xMcQCASC+UZ27VKyDvbQ31sANKXrYMtWAXBhIMLO4uF7sNthYU1N\nPscu9tDSFaa8cH6U2EROn+Lkgcv0ejeTzO7jnsoQVj3JJ83L+fy+tYRSGr9r7cWuyNxfPtro8f0T\nbSRSOg9vr5r156NAsNCZFccZv9+v+3y+p4BHgceBe0e8HQZEHxLBEOka2FT6L0ZaNOhabOh95wgn\n4hybZdzjjGylM1LAGobJG581oSoy92yc3HTh4kCEQ91Bih1W7ijJm3T7G0UiqXPwXCcfn2rnYku6\nFlQCqss8rF6cz5LybDauLp1UjI+HYZp09kW51DrAucYAp+v7+OBEGx+caCPLaWHL8iJ2rS2d1R8m\nD1cWUh+M8VZrL8tyXJOmEu/dsoiTdb28frCRPy9fM+q9vmAcl13Fbp34thhNjU4hHswGiKdUJANU\nXQhYgUCw8Chevp7s91+nKbyKeEpFiTRRYFEpddpoCMVJ6MYoM6NtK4s5drGHA2c7eLywdhZHPjW0\n/n78Tz3NpYI7MZQ4997twBY5TX1vDrdvvh+LKvNifRcJ3eDhSi/uEaaNmm7w1uEWbBaFXetKZ3EW\nAsGtwaxZpvr9/m/4fL4i4DNgZAgrC+ifbH+vN2uyTeYNC2UuN3IekmoM/g+mCbKUGjpf4UAYuvqx\nuGwTjqGqLG2okDRGj/WjE61098fZs62K2qr0iup4x4mldH57qhFZgj+6rZqS7Jtvkd/VF+WVjy+z\n/2AjkVgKSYI1tQXccVs5m1cWk+0eLZ6c9vFF/WQUFXpYs6wYAN0wudAY4IPjLXx4vJW3jrTw1pEW\nVtcU8NDOxWxeWYIi37gU4/E+k69L8M9H6/ltczf/YZtvwjEUFLjxfdTAsYs9xA2oKEof0zRN+kIJ\nyrzuSa/jVH3aybiyJBtVlolHYrQCcU1FNiRUI4kta+LjLJTvPCysuQgEgvFxV1SRlewBJDoCWVRZ\nAuipEEuznbRFE9QHoyzPHV7QXFubj8Om8OmZTj6/u2ZKzv6zhWkYND/5JCc9mzAlhcqdceyhE8R1\nhZjzLhYVe7gcinGsN0Sp08Zm7+g4y4HTHQRCCe7ZWI7rGp65AoFgasyGidPXgHK/3/9fgRigA4d9\nPt9uv9//PrAXeHuy43R3h27sQG8SXm/WgpjLjZ6HPPg8MAwSmoISiwyfL1Pf2dYbopDxH5A2Jf1e\nXXOAddXpyKlpmvx6vx8J2L26mO7u0IRzeaGhk754kjtL83Ak9Zv62XX1x3jlkwYOnO5AN0w8TgsP\nb69i55rSIeOhZCxJd2zY0Op6fy4Fbguf27GYh7dVcqq+l7ePtHCqrodTdT2U5Dt5aHsVm5cVIV9n\nITvRPMoVhbV5WZzoC/HC6SZ2TxIVv2dDGf6mAL964xzf3LccgEAoQSKpk+uyTvrv1R9NYFdkAr0R\nABKR3vR/NQUMGdVIYijjH2ehfOdh4c1FIBCMj6SqWLPTz9v+oAsKAyQiLSzNruK99gD+gdEC1qIq\nbPQV8uHJdvxN/SyvnLjMYzbpe+0VTgRyiXmy0Sp7WOYIoBoan7Ss4csPrkA3zCHjpkcqC0eJccMw\nee3TRhRZYs/m+VXvKxDMV2YjAvss8JTP53uftCPPXwDngSd9Pp8VOJvZRiAYQs60LJGBWErFPk4N\n7EQUZ9KGO/uGe9adbwzQ2BFio897VV3slVwaiA6lDt95E1OHB8IJXvjwMh+dbMcwTUrynezbWsnm\n5UVY1InrbEzTRE9F0JIBtEQ/uhbG0GIYehzT1EkbgYMkW5BlG7JqR7F4UK3ZqNZcFItrzOOqisz6\nJV7WL/HS2hPhzYNNfHK6gx++dJaXP27gC3fUsK624KaZPj1U6aU+FOWt1j6W5bhGmYlcyfolXopy\nHRw408GjO6vJzbLRlhGjJQVjz3ckEU2/yoEYhnsUq0YS1SGa1wsEgoWHs8KLpSNOJJBe8EmEm6ko\nWzaqnc7I+/62lcV8eLKdA2c65qyAjV7wc+bt47QX7SLpHOCxrdnQf5bzXfncse1uVEXm444AnbEk\nGws8VLhH+14cOt9FZyDGrrWlk5oACgSC68NsmDjFgC+N8dYdN3kognmEYlfBNJEMk7imYhrDveVc\nmTqUyCS9YHPcVmwWhY6+4frZ1w82AbB3a+WE+8Z1necbOpGBzy8uQr2BqbKDJFM6+w818+qnjSSS\nOiX5Th7ZsZiNvsJxI5yGHicRbiIRaSYZbaftdCdaKjLjMciqC6ujCKuzBJu7EpurAlkZLQ7LClz8\nwQPLeXB7Fa9+0sDHpzr4p+dOsbwyly/dVcuiohsf2XKqCo9WFvKzS+08W9/Jn6yoQBlHPMuyxJ4t\ni/jJG37eOtzM43fW0t6T/jcqLZhYeJqmSVTTKXUOp4gZevpaTGqDAlbD4pxcCAsEAsF8I7d2OZ6G\nbgL9JRgmJCLNKJJEjcfBmUCEQFIjb4QXxdJFOeR5bBzxd/G1+3yTLrrebPRwmLof/5Tz3t2YUorb\n9+ShB94nlrRAzj2UF2YRTGq81dqHQ5G5v3y0g71hmrxyoAFZkti3beLfEQKB4PoxazWwAsF0UOx2\nFCOFacjENRXJjGCaBpIk48w8EKOTCFhJkijKc9DRG8UwTVq6wpy+3MeyRTksLvFMuO8bzT30JzXu\nLMmj7Ca4Dp9vDPDUG+fpCsTIclr40p217FxbgnJFmyDTNEnFu4kNnCc2cIFktJ3BqCqA1ZGHw1mG\nas1DteWiWLKQFTuy6kCShr/+ppHC0OMYehw9OYCWGkCL95GMdxIP1RMP1UPnx4CE1VWGw7MUZ7YP\n1T4cZS3McfDNfcu5f/Minnn3Eifrevnrpw5xz4YKHtu1eFJzpGtlea6b9flZHOsN8WF7gDtKx4+S\n376qmBc+vMx7x1t5YFsVbb3pqHxp/sTCM2EY6OboFjqDjtgJTUEBFCMlBKxAIFiQFNSsIOvV5+h1\nldMVdFMstWMaGouznJwJRLgcjJI3oj5UliQ2+grZf6iZc419rKmZOz3TTdOk7cc/4qRjHbpsxX1b\nkNzoRRTJ4FDHer728FIg3XUgYRg8UlmIyzK6Bd+Jiz20dkfYtrKIwhzHWKcRCAQ3ACFgBfMC2e5A\nDafQdCvx1LD7q6I6cSjpv8c0Y9LjFOc5aeoMEwgmeGOK0de6YJTPBlOHJxBF14NoPMUz79bxwYk2\nJAnu21TBw9sX47SP/qpqyQEifSeJ9J1ES/RmXpWxucqxuauwuyuxOksoKim85hpFQ4uTiLaSCDcS\nDzeQjLSSjLQw0P4OFrsXV94anLmrUa3pRYDSAhf/9vG1nL7cy8/3X+B3h5s5cqGLr97nY13tjf3x\n8uAiL5eCUd5p62NVnpsC+9iuxBZV4d6N5Tz3fj3vn2ilrScy1HJoIiJDDsTDCwmDKcRaSk0LWDOF\n1SnqKQUCwcLDXlKKO9UHQHe/m+LsMMlYB9VZXgDqQzE2XGFwtMHnZf+hZo5e6J5TArb/d/s51aYQ\nzPWSKOzhoZosjIEeTrYXsWf3nciyxIWBCCf6QpQ5bWzyjl7oNjPRVwnYt61qNqYgENyyCAErmBco\nDidKUEPSbcQzqZpDAjYjJmL61AQswJmGPj4710W5182qxeOL0pRh8GJDFxLwuaobmzp8/GIPP3nz\nPAPhJOVeN9/ct2xUZNg0TeKhekLdB4kHLwEgSSqO7GU4c5bj8CxBVq9/dFhW7Tg8NTg8NQDoWpR4\n8BLR/vPEghfpb3ub/ra3sXuWkOXdjD2rGkmSWLU4n//nW5t5+ZNGXv+0kX989iS715Xy5buWYLMq\nk5x1ZjhUhQcXeflVXQcvNHTxh76ycetw71hfxisHGtl/qBlNM/DmOLBaJh7X4DU2Zg2spmIDFEPD\nImpgBQLBAkRSFGxZaaPAUDh9n0tG2yksKMOpKtSHYlfVwdaUZZPtsnL0Qg9fv9+87iZ/MyHecJnz\nr35IY8k9pKwRHt5TjdbxKsG4jezS+ynKdZLUDX7b0IUMPLa46CoX5bMNAS63h9jg81I2Bf8EgUBw\n/RACVjAvUBxOFCMFhkw8Y5YzmLppkWVUSSI2SQoxMGTU9Ox7dRimyd6tiyY0Gnq3rY/eRIrtRTmU\nu29M6nBK03n6nUu8c7QVVZF4bFc1e7csGmqEbhoakcBpQl2fkoqnXRCtrnLceetw5q5AVm6uaYSi\nOnHlrcGVtwZDixHtP0u49xjx4EXiwYuotnw8Rdtx5a3Boip8blc1m5cV8sOXz/L+8TbONwb444dX\nTpq2PVNW5bpZluPifH+EIz1BNnrHbivtslu4Y10pb37WDMCS8pxJjz14jdlHRWAzNbCZzADF0JDt\nwshDIBAsTJylBVh6YsT706ItGW0jS5JYnOXgTCBMIKGRN6KVjCxJrF/q5b1jrVxs6ce3aHbNnPRo\nlMs//BFnvdsxMVh2lxu940NUyeR030a+kqllfbutj0BSY1dxLqXOq40BX/6kAYAHRfRVILjpCAEr\nmBdYnE4UU0sL2BER2EEcqjytCGw4liLfY2PTssJxt+2IJvigI0COVeWesvxrnMHYtPdG+N6LZ2jp\nDlNW4OJPHllJmTfdhsA0dMK9Rwl2fIiuhQEJZ+4qPIVbsTrnRqN0WXXgLtiAu2ADiUgr4Z5DRAKn\n6Wt6iWDHh3iKd+DKW0N5oZv/8sRGXvignjc+a+Jvf3qER3ZU8cDtVde9N6AkSTy8yEt9MMrrzT34\nclxkWca+1d27sYK3DregGyalU1hBH7zGBtPWYUQKcea6VMwUsl3UQgkEgoVJ9uKluNsCBMIlJDUZ\nNdIGQHVGwF4ORcmzj144vG1JAe8da+X4pZ5ZFbCmadL506c4pSwnqTpRlgVY5pAgOsCR1nIevHMn\nkiTRFonzcUeAPJuFu8YoHfI3BbjQ3M+amnwqi0XJiEBws5lbdnACwThYHC5UIwVAIjUoYIediB2K\nQlyfPAI7ssbxvk3DUc4rMUyTFxu6MEx4uLIQ2zjbXQsfnWznr586REt3mDvWlfKfn9hImdeNaZpE\n+k7Rfu6fCbS8jmEkyCrcSunKf0NB1efmjHi9EpurjPzKRyld8ee4CzaipYL0Nb1M29nvEuk7hapI\nfPGuWv7yy+vIdlt54cPL/OOzJ4nEU9d9LDk2C/eVFxDTDV5t6h53uzyPna0rioDJHYgB4pk6a7sy\nRg3soIAVEViBQLCAyatZhjsZACQ6g25SiR4MPUllJkupKRK/ah/fohysFpmTdb1XvXczGfjwfc5e\nDNPrKieeE+Bzt1dD9CSdISfVvn14XFZ00+SFhi4M4JFKL1blavPEFz6oB+Ch7VU3fxICgUAIWMH8\nwOJ0p1OIgZQ2bOI0iF2ViWsGpmmOuf8gDptKvseOy66yc23JuNt91j1AUyTO6kw66vVE0w1+vt/P\nv7x2DkWW+dNHV/H1PcuwWRTioQY6/E/S2/gCWmoAt3czpSv+nNyy+1CtY6fCzjVUazZ5FfvSQta7\nGT0VorfxBTov/iuJSCvLq/L46z/YzKrFeZys6+VvnjpEc1f4uo9ja2E2FS47J/vC+PvHbyX0+J21\nPJppTzQZscwiieOKGljDlJAZTCFOIduEgBUIBAsTR/ki3IkAAL1BFxImqVgHRagY0h4AACAASURB\nVE4bVlmiKXy1gLWoCisq82jvjdLdH7vq/ZtBorWFS8+9xqWCDehKgj0P1hJsfgNNl2hK7mDtkmIA\nDnT20xpNsD4/iyXZVz//zzT0caFlgHW1BdSUzo/nskCw0BACVjAvUByOYQGrp4WCqSeH3ncoMgbp\nNieT8W++sIb/8Pu3jdvWJRBP8mZLL3ZF5sFK77UPfgThWIp/ePo47xxtpczr4v/65iY2LStET0Xo\naXiRrks/JRXrwJm7mtLl3yavfA+KxX1dx3CzUK0e8sr3ULr82zhzVpCMtNB54cf0Nr6IQ43zbx9f\ny4O3V9LdH+dvf3aYT892XNfzy5LEY1WFyBL8trGLxDgp5h6XlYd3LJ7UwAmGI7COESvypp4goalY\n1XQqtGKKCKxAIFi4yHY7Nku69dhAxsgpEW1HkSTKXHa6YkniY3hSrK5Jl+LMRhTWSCRo/v4POJ2/\nHVNSKNuhYus/ikVOcLBlCQ/u2gRAIJHid629OFWZfRVXP/9N0+T599PR10d3Lr6pcxAIBMMIASuY\nF8h2R7oGFtAzAtYwRghYdeqtdCoK3ZR7xxeFvz7TQkI32FtRMG7t5Exo6Q7zN08d4nxTP+uXFPCd\nr27Am20n1HOYtnPfJRo4icVRQtHSb1FQ9RiqbXaNLq4Xqi2HgsVfoLD261gcRUT6TtJ27ntEAyd4\nbGc1335sNbIk8cOXzvL8B3WTRtGnQ7HTxq7iXPqTGm+1XvuPpsEIrP2KNjpxTUVV0uNWjZQQsAKB\nYEFjz1PBNIiF0gI2FesEYJHbjgk0j5FGvKY6LWBP1d98Adv1q59zWl9EzJqNURVgR6UTNdVIXU8O\nWzbtxWZVME2T3zZ2kTJMHqjwXtXzFdLdAho6QmxaVsiiIlH7KhDMFkLACuYFssMxVANrGhkXYmN0\nBBam1kpnIs4Gwhzt7KfKbWdDwfVzyT1V38vf/uwIPQNxHt5exbc/txoLIbouPkWg+TUwDXLL91Ds\n+xY2V9l1O+9cwp5VRbHvj8gt3wumQV/TS3TX/YK1iy38lyc24s2x88onjfzolbNo1/g5juTO0jzy\nbRY+6eyndYwfVdNhbBOnBImUgiXjRSWbOpJ17P6zAoFAsBBwlZbgTAXRw240QyI5QsACY6YR52fb\nKcl34m/qv673+MkIHjzAheMttHuWkHSF+NL9awm3v000qRJz3k11WToN+GRfmAsDUWo9TtblXy1O\nDcPkhQ/rkSQRfRUIZhshYAXzAtluH0ohlqWMiZMxbP4zGIEdK21pqiR0g5cbu1EkiUerru75NlM+\nOd3OPz57EsMw+dNHV/HIjsVEe4/Rfv77JCLNOLKXUbLi22R5NyNJC/srKUkyWd5NlCz/U+xZNcRD\n9bSf+z5u4xzf+doGqks9HDjTyT88ffy6mTtZZJlHqwoxSacSG9cQ4R1KIc5EYE3TxDSSJHQZJXO5\nSKo5YWsmgUAgmO9kV9Sk62ANC71hJ8l4N6ZpUuFKC9ixIrAAyytzSaR0GtpDN2Wcyc4OLv/iN5wv\n3IYhaezYV0V/w2sossFn7Wu4f9tyAEIpjZcau7DIEo9Uese8hx8400FLd4TbVxZTki/6vgoEs8nC\n/rUsWDBIFiuKkU4hlkn3l7uyBhauLQL7blsfAymN+6uLKHRcewTNNE1e/7SRH71yDrtV4d99eR23\n1Tjprv81fc2vgCSTX/koBYsfR7XcWqlIqjUbb83vkbfoESRJJtDyGsnOF/k/H/dx21Iv55v6+buf\nHaFn4PqYfdR4nKzNy6IlkuBQd3DGx4npOookoWZ+3JiZtPakpgzdTCWLEK8CgWBh46lYjDM1AEBv\n2IlkamjJAG6LSo5VpTWSGLMcZHllujTmXGPfDR+jkUrR+oPvcyrvdnTZSu5GnWKasdLH8bZi9uy+\nC0WWMTNdB2K6wZ7yAvLtVz//kymd5z+ox6LKPLar+oaPXSAQTIwQsIJ5gWyzDkVgJcZIIR6qgZ1Z\nBLYrluSjznTP1321xdc42nQbnl+9fZHfvFdHbpaN//jVDVR4+mg//33iwYvY3IspWfYnuPLW3LLR\nOkmScOevpXj5n2JzVxEb8NNX9yO+dU8W926soL03yn/9+VE6+qLX5Xx7KwqwKTL7W3oIp7QZHSOm\nGTgUeegzG1xESeny0M1UtlyP0QoEAsHcxVpSijOZXgwcCKf7Xqdi6ZZlpU4bEU0nlLr6eexblIsE\nnGsM3PAx9jz7DGcjBYTsBaSKAzx4WzV68DC9ETuFlXspzE3X757oC3GuP8LiLAdbCsd2Ff7d4WYC\noQT3bqwgzyM8DgSC2UYIWMG8QLJYUc1BAZsWq/qICKz9GiKwpmnyUmO65+tDi7zX3PNVNwx+/MpZ\n3jrcQlmBi+98dT3u1GG66n6OocfJKbuPwtqvzpu2ODca1ZJFYe1XyS65Ez0Vprvup+xd2cIX7lhM\nIJTg739xlMttA9d8Ho9V5d6yfGK6wRstPTM6Rlw3Rhk4mZlFlaSuIJkgmTqyTShYgUCwsFFcLqxq\nOkMmHLUBkIp3AVDiTP+9LZq4aj+3w0JFoZtLrUGSYwjc60X42BEuHThHU+4qUvYIjz+8ka76F9EN\niYuR29m6qgKAYFLj5cZurLLE58cpHQpGk7z2aSNuh4V9Wytv2JgFAsHUEQJWMC+QrcMpxIOXra4N\nPxyvJQJ7si9MfSiGL9t5zT1fNd3gBy+d5cCZTmpKPfz7Ly9D736egY73USzZFC35Bp7Crbds1HU8\nJEkmu3gnRUu/gWLNJtjxIRsLPuZr91YSjCT5zj9/TH3bzFN/B9lSmE2J08bRnhANoemlJ5umSUzX\nRxs4GcMRWMkw09eozXbN4xQIBIK5jj0nnQ2VjA06EacFbKlrfAELsKwyF003rss9fSxSvb00/OSX\nnCnagSnprL+vmGjbB1jlGIdbq3nojq1A+p7+YmMmdbiigDz72IuPL3/cQCyh89D2Kpz269eZQCAQ\nzBwhYAXzAsk6nEKsypDU5FER2JnWwCZ0g9eau1EliQcXjW3cMFVSmsH3XjzN4fNdLK3I4c8fLiLY\n8C/EQ/XYPUsoXvbH2FzlMz7+rYDNVUGJ74+xe2qJh+pZan+VP9lXSDSe4r/9+hj+pmtLO1OktEEH\npA2ddGPqhk4pw8Qwhw2cYDiNPakrSDoohoZkFwJWIBAsfOxF+Vi0GEbUTkJTiEfTTsSlmQhse3Rs\nI6fajOtv3XXIrLkSU9No++H3OJW9CU2x41wTZ1mOgSVVR1PAw8aND+CwpUXosd4Q5/sjVGc52Owd\nOyOqtSfCe8daKcxxcOf6hdkhQCCYjwgBK5gXSLKMLKWjqzImSV3BGClgM6IiPoU+sCN5u7WXUEpn\nd0numMYNUyWl6Xz3hVMcu9jD8spc/vQ+CwMNP0NPhcguuQtv9ZdRVMeMj38rIasOvNVfxlO0Ez3Z\nT4n5Mv/xcQ+aZvA/f3PimkXsIreDjQUeOmNJDnT1T3m/oR6wytgpxBigmCkkEYEVCAS3AK7CUpyp\nILJmpTvsQE/2YZoGHouKU5XHjcDWZATsjYjA9r70IucCbvodxSQLAnxhxzpC7fuJpxQSrntZXJoD\nwEBS45WmTOrw4rFTh03T5NdvXUA3TL50dy3qNZYXCQSC64f4NgrmDbKcFqeSmRawo/vAZlKI9amn\nEHdEE3zS2U+ezcKuktwZjyulGfzTc6c4WdfLqupc/mBngIGWF0CS8VZ/meziHSJleJpIkkxO6Z0U\nLP4iIGEdeI1/ty+Krhv8r9+c5FLLta3c76kowKnKvNXay0Byau16YtoYPWBHpBCjSyiGhmwRPWAF\nAsHCJ7u4AmcqCEgMRB1IGOjJIJIkUeq0EUhoY5b15GbZyPPYqGsdGNOpeKZEzpym7t3DXM5dQ8oa\n49FHN9B28XlUWedo93ru3LwCyKQON3QS1w32VnjJHce34PjFHs40BFi5OI91tQXXbZwCgeDaEQJW\nMG+QlfSDTjJNkpoC5rDwsMgSijQsMibDNE1eaurGAB5c5MUiz+yroOnptOHTl/tYX5vNVzdcJNL9\nEYo1h6Klf4Aje+mMjitI48xZRrHvW9gc+ThSR/jLPR0YhsY/PHP8mtLPnKrC/eUFJA2TV5umZug0\nmJ7uGMvESVPAlFFMDcUqBKxAIFj4WL1FQ07EoVjamVdLptvjFDvSmShdseSY+1aXZhOMpugZGDvN\neLpoA/00/fgpThftwpRg+d250HsMuxTgRHspe3ffPRRl/aw7iH8gSq3HwWavZ8zjpTSdX79zEUWW\n+MrdS8QitEAwxxACVjBvUAa9E4xMzSGpodVbSZKwK8qUI7DHe9MmPstzXDM2bjIMkydfPsvxSz2s\nr3HyhVXHiAfPY3NXUuz7Q6yOwhkdVzAai92Lb8v/jtVVjl2/xF/eV4dCgn94+gSX22eegrahwEOF\ny87pQJi64OSteuKZa2tkBHa4jU76NcVIoYgIrEAguAWwFBQM9YKNxtKCVUukSzy8mV7q3fGxBWxt\naVo41rVeex2saRi0P/kkp1xrSapOLMvCbCrNQoqeoCvkpHLpQ2S7hwX1a83dOBSZzy8uGleYvvFZ\nM939ce7eUE5pwbWZOwoEguuPELCCeYNsUZFMHXSTpC4jYWKaw/08Hao8pQhsXNN5vbkHi5w2bpoJ\nhmnyr6+d49D5LtYvtvC5FYdJxdpw5q6hsOarKKpzRscVjI3F6qao9us4c1ZiNTr4P+46i1MN8Q9P\nH6e1OzyjY8qSxEOVXiTg5aZu9ElS2QavrZFtdIxMBFbX068phoZiFTWwAoFg4aNkZWE104t/qVSm\nlU4iHYEtyHhK9MTHLtGoHjJyuvY62L7XX+V8B/S6Kkjk9POlezfT2/QSKV2m1biDNbVFAGiGyTP1\nHaQMk0erCsm2jp063BWI8sonDXicFh7evviaxycQCK4/QsAK5g2S1YJqpDD1TAoxwxEwSEfG4ro+\naU3N71r7CGs6d5TkjVv7MhGmafKL/Rf4+HQHG6oNHl1+ED3Zh6doO/mVjyDJyuQHEUwbSVbJr/oc\nnqIdqGaQP9txhixLP//j6eP09E+vJc4g5S47Gwo8dMWSHOyaOBIwWMvlUK52IdYyEVjVSKFYhIAV\nCAQLH0mSsLrT98NUcrAXbFrAejMtacaLwFYUupEkaO6a2QLkILGLF6h//QPq8jegqXH2PbKajgu/\nxSKnONS+nAd23ja07VutvbRFE2wo8LA6L2vM45mmyU/f9JPSDL5yz1LRNkcgmKMIASuYN0iWdCsd\nU8+4vsIoIyeXqqCb6dY449ERTXCwq598m4WdxTkzGsdvP7rMu8da2VoT56GlhzD1KLnle8kpvVvU\nydxgJEkip/Quciv2oRDnj7adIcfSxX9/+jgDkbF/KE3GfeX52JW0oVM4pY27XVwfjMCOSCG+QsDK\npoYqIrACgeAWwZbjRjZ0jLiFpCaTiKUFrEtVsCvyuALWZlEoynXS0hWesZGTHg7T9OSTnC7ahSFJ\nLN7txB6pw04n57u83L1j75BzcH0wyocdAfJslgkzrz4908nZhgCrqvPYvFyUAQkEc5WburTk8/ks\nwL8AlYAN+H+Bc8BTgAGcBr7t9/uvny2dYMEgW60oUQ1TGxawxggB67akXwul9FEiYxDTNHm1OW3c\n9MAiL+oMjJveOdrCSx83sGVxkD21pwGJgsVfxJmzbEZzEsyMrIKNyIqD3sYX+PqmszxzXOd/Pq3w\n73/vtmmvmLstKveU5fNKUze/a+3lsaqiMbcbMnFSxk8hVo0UFqt9JlMSCGYNn88nAS3AhcxLn/j9\n/v/k8/m2Av8L0ID9fr//b2ZrjIK5ib2wCFtTBD3loC9mp0jtxzRNJEnCa7fSGo2jGyaKfPXibnmh\nm8PnuwiEEuR5pnffNE2T9n/9MactK4hbspBrB9hZs5L+hl8yELdRWPUQ3tx0KU9M0/lNfScS8KXq\nYmzjtMMJRZP86u2LWC0yX7vPJxakBYI5zM2OwP4+0O33+3cBe4DvAv8D+E7mNQl45CaPSTBPkK02\nFFMDXRpOIR4hYLMsaeESGieKdq4/Ql0wxtJsJ77s6deoHjrfxS/2X2BLVS97l55CklUKa35fiNdZ\nwpW7Em/1V1AUhS+tO0+eWsc/PnuCZGrqrZQG2eLNptBh5XB3kNbI2K6YwWT6uhq8zmDYhdjU068p\npiZSiAXzkRrgiN/vvzPz5z9lXv8e8BW/378D2OLz+dbN3hAFcxFHYTE2PYqkqwSiDiRSGFoESKcR\nGyYExmlVVuFNmyPNJI24/+3fcfFyhK6sxSQ9Qb6y53Y665/HNKEpuYt1vnIgLXRfaOhiIKVxV1ke\nFe7xhfIz714iHEvx6I5qvDmib7tAMJe52QL2N8BfjTh3CrjN7/d/kHntdeCemzwmwTxBsdqQTR1M\niWQm4mXoV0dgw2MImJRh8FpzD7IE+yq8015ZPdfQx5Mvn2FLVSd7feeQFBuFtV/FnlU18wkJrhmH\np4bC2q+hqHYeXX2RLPz86NVzGNNMSVMyhl4maUOnsVLaBpIaijR8ncFwDbacSWZRjBTyOMYgAsEc\nZgNQ5vP53vH5fK/6fL6lPp/PA9j8fv/lzDZvIp7PgitwFpZg1yKke8FmWulknIgHjZzGSyMu97oB\naJmmEV+8oYHLL77JBe9mdCXJfQ+vpP3iK9iVOMc6fezZuWVo22O9IU4HwlS67ewuyRv3mOcaA3x8\nqoNFhW7u3VQ+rfEIBIKbz00VsH6/P+L3+8M+ny+LtJj9z1eMIQxk38wxCeYPii0jYBlZAzu8sjtR\nBPaTzn76Eim2FeZQ6Jhem5PmrjD/9PwptixqYY/vIrLqomjJE9hc4iE3F7C5yilc8nVkxclDKy8h\nRY7z3Ht10z5OrcfJylw3TeE4x3tDV70/kEzhsahDvQRhOIVdltKiVTE0JFUIWMHcxefzfcvn850a\n+QdoA/7O7/ffBfwd8HMgCxhpERtCPJ8FV2DJK8CmpZ2Ih3vB9gMjBGxs7AhseeGggI1M+Xx6LEbz\nD37AqcKdGJLKoh123MlWnDTT0JfLjm0PDdW9dsWSvNTYhU2Weby6GGWchetEUucnb5xHkuCJvctQ\nZtgXXiAQ3Dxuur2az+erAJ4Hvuv3+3/l8/n+vxFvZwH9UzmO1zu2g9x8ZKHM5UbPoy/bg5xpm5PK\npBC7XTL5mfNWqBLUtWNYlFFj6Y8nee9oALdV5YtrFuG0TH7ZD+7fF4zzT8+f4rbSRu5d2oDFls3S\njX+M3TV/zB1ujesri7y8P8N/6Ps8sKKe18+ZHL6Yw97bp9cC4asuK3/1wVn2t/Wxa0nxUC21ZpiE\nUjpL8tyjxhFoMIgDqmwFUiimRna+Z+ianNlc5hcLaS63An6//8fAj0e+5vP5HKTrXPH7/R/7fL5S\n0oJ15IfrYQrP54V0PSyUudzIecSNYmyZlOFkIi1YHbYUXm8WS2wq1LUTlcYeQ36+G4dNpb0vOqUx\nmqbJwDM/54y0mKg1B6UmzKPbtlJ35HvEUhbKl3+RFUvTHgYJ3eC7HzeTNEz+eH0VvpLccY/7/edP\n0hWI8ejuGjavKZvJP8OMENfX3EPMZf5ws02cioD9wJ/5/f53My8f8/l8u/1+//vAXuDtqRyru/vq\nCMl8xOvNWhBzuRnz0EwF2UxHvFKZCOxAfxDDkj6vnuk31xmMjhrLs/UdJHSDveUFRPpjTLbWOziX\nRFLn7395lCXZF7nP14BiyaKg5muEog5C0fnxmd1a15eTwtqv037hJ+xdfpn9R17DKu9jTU3BtM61\nqziXt9v6+M3JJvZUpPcNJFKYgBNp1DgSiRiaLiGTXtlXjBShmIYxwVgXymcCC28utzB/BfQB/83n\n860Fmvx+f9Dn8yV9Pl81cBm4D/i/JzvQQroeFsJcbvQ8jKQ8FIGVSGefDPT3IXeHMDKtx7qCsXHH\nUFrg5HJbiPaOgaHI6Xjoxw5y+lgb7cW7SbnCfGXPFs4degq7YtKY2MHe0qKh8zx/uZPWcJwthdlU\nqeq45z99uZdXP75MaYGLvZvKb9pnLq6vuYeYy9xkvGfzzc6T+A7pFKS/8vl87/p8vndJpxH/tc/n\n+4S0oH72Jo9JME9QbPahFGJtjDY6Y9XANofjHO0NUeKwstHrmfK5DMPkhy+focR2nvuXpcVr4ZIn\nsNjGr6ERzD4WewElS7+BKbu5z9fAsaOv09gxvZv4rpJccqwqH3cG6MnUbvVnDJyyraPX/Aw9SVJX\nsMiDAlZDUkXfQMG84++BXZln8n8HvpF5/U+AXwAHgaN+v//Q7AxPMFeRbDasRqYPt5mOwGqp9D3X\nrshYZIngBO3JinKdGKZJb3Bs87xBEq2tnP7XpzlfeDuGrHH3w8tov/QqDjXKya5a7t2xfWjbYz1B\nDvcEKXXa2Fcx/gJmJJ7iX149hyJL/NGDK7CM0b1AIBDMTW7qLy2/3/8XwF+M8dYdN3McgvmJZLEg\nGxkBq2VMnEYIWKsiY5NlQhkBa5gmrzR1A+m2OfI0jJt+894lbMkT7Fl2GVnNorD260K8zhMs9nxK\nl32DlnNPcWftZT488BLuuz5PfvbU2jRYZJl9FQX8sq6DV5u6eWJpGQMZF81s2xUC1kiR1JWhlUDF\n1JAsogZWML/w+/0DwENjvH4Q2HbzRySYL0iShMWaeeZq6ftjIh4aes9jURlIji9gCzL35Z6BOEW5\nY3cHMBIJWr7/z5zKux1dtlC2VcKVakamicZADlu3PjKq7vW3mbrXr9QUY5mgnvUX+y/QH07y2K5q\nKotv6QwMgWDeISrVBfMG2WpFykRgzUyqkqmPdjd0WxTCmdXeE70hmiNxVuW6qfZMvW3O6wca6O84\nyJ5ll5FUN0VLvo7Fnn99JiG4KVhseVQs/yYp08XOqjp+9/5LxBLj/4i6kpW5bqqzHPgHolwYiAz9\nAMu5IgJrGklSuowip12LZVMXEViBQHBLYXUqSKYBKYWkJpNKDrsKe6wqEU1HM8Z2hh9sV9PTHxv3\n+F2//gXnUmWE7AVQHmbXinIIfkQoYSGv8jG8Oel2PEnd4Fd17SQNk8cWF5JvH9+w8bNznXx6tpOa\nUg/7ti6aybQFAsEsIgSsYN4gWa0o5mB6cFokjEwhBsiyKIRTOnFN542WHlRJYu8EKURXcrq+l0Of\nvcne5fWguCgW4nXeotpyqVjxBAndzu0V59n//utTbq8jSem2OhLwalM3gUQmAntFixwzE4GVGBaw\nsojACgSCWwjF7cKmRZGSEE5aQY8OveeZpD/7yAjsWAQ/+5S6I5dpzlmB5ojyxYc20VX/HGDSYd7J\nypqKoW1faeqmM5ZkS2E2a/LGj6j2BeP87E0/VovMHz64QrgOCwTzEPGtFcwbJKs1vcoLYKYfioZx\nZQRWxQRebe4hlNLZWZJLrm1qgqK9N8J7B95m37JLmJKDkqVPYLFPzwBIMLew2gsoX/51EpqFdQXH\n+ODAu5PvlKHYaWOTN5vueIqjPemUuJE1sKZpgKllUogzAtbQRQqxQCC4pbB4srHocdAkIgkLshkb\n6qXtsU4mYDMR2DEEbLKzk8ZfPMPZou2Yks5Dv7eatgsv47TEOdu3nDu3Dvd7PTrFuldNN/j+b88Q\niWt8+a4lFOVNPTtLIBDMHYSAFcwbZIt1yMRpKIV4jAgswJGeINkWld3F41vnjyQa13jprbd5cNl5\nkK2ULP2aEK8LBIerGG/t75PUFapsH3Hi9MEp73tPWR52RUYzTSyyhGOES+ZgD+KUJkNGwCqmLvrA\nCgSCWwp7Vi6KkQJDJpy0IEkmhp5OCfZknsnj1cHmZtlQZOmqFGIjlaL1B9/jVM4WNMVO8SYVghfJ\nVttoCOSza/sjQ74WrZE4LzZ0YVcmr3t94YN6LrUOsHl5IbvXlV6P6QsEgllACFjBvEGyDgtYifRD\n0dCvFLDDEbI9FQVYJ7Hlh7Tj8PNvvc+9NScwJYVlG/8Qq7P4Oo5cMNvk5C7CXvI4miGTldhPY+Pp\nKe3ntqjcVZo278q2qkgjjMAGBWxSV5DMwRRiYeIkEAhuLezZuaiZHu2RTC9YPZWugx2MwAbHEbCy\nLJHvsdN9RQS257lnOB/OZcBRBCURti0rgoGPCMatVC57HLcjfZ5ISucXl9rRTZMvVhdPWPd6/FIP\nrx9soijXwRN7lo26nwsEgvmFELCCeYNstSJnUohlRUbTpasisIOtdCrddtbkuad03P0fH2JL0afI\nMhRVfwl37uLrO3DBnKCifCkx9wNg/v/s3Xd8HNd56P3fzGzBNvQOEAQJksMKdlIkxSaJ6jJVYsu9\n6LpEjh3Hsd9747z3vslN3lwnseXEie24F9mWVSxLtmQVq5ISKRaRYicHJAiC6B0LYHexZWbuH7sE\nQYpNElEWeL4fQYvd2Z09Zxfc2Weec54DiY4n6eo8eUWPu6YwmxmZXubnnPv3dGb4etxUwZYiTkKI\nyUnLzExmYIFwLHkCz0qkAtjUSeW+YcvbnS8vK4O+UIxY6j4D+96idtthTuVUk3APctdtiwk2/h7b\nVgh7b2JqaSEApm3zyMkWemMJrivNZXaqmNOFdAUH+cnTR3BoKvffOR+PWz6nhUhnEsCKtKEMG0Ls\nUC0icSdm4txhR3q2jwU5fu6qLLqis6t7Dx+l0vUiTs0ks/xOvNkzRqTtYnxYMGcxpxMb0RSL7rpH\nCA+0XfYxDlXhPr2MG8vPHVJ+pgJ2zNTABsU2UUAysEKISUXz+4cFsGcysCHg8hlYgILss4Wc4t1d\nnPrFLzlcvBZbsVl7WyWtJ/6A1xmlIbqYFQsXDz3uhcYuTvRFmJ3tY2PpxZe5S5gW3//DIUKDCT68\naSYVRbJkjhDpTk5BibQxfAixpkIk4SDTPHfYUcDp4EMzSq5of6ebmnD3/R5vRgIl50ZyCxdc9TaP\nBcu26I+F6In2UDsYpaGznUh8kEgiQiQRYdCMYtk2NjZ26tKlOnFrLtyacBTGVAAAIABJREFUG7fm\nwufykeXKJMudSbY7kyx3Fk51YnxcrF+5hqdfCrIwbw+Nxx5kevVncbiy3vF+hg8hxrJRMLFVFUUq\nWgohJhEtkImWGkIciSaPE2YiGcAGhjKwl1oLNlnIqaMnROzxH3IwcwVxzUPhUgUlZJDjbqc+WMjt\nm99PXzB50vpgdz9bW3vIczv5wLSiS67z/vBLx6lt6uOauUWsXyjzXoWYCCbGN1IxKagu51AAq6o2\nkbgD2+zDtu13PJeltz9I96nfkOuNEXKtYk7lNSPR5BFl2Rbt4U6aQ600D7TSEmqjJdRKV6SbhH3x\n4VrvhoJCXkYORb5CirwFFPsKqQiUU+orRlO1q/pcI01RFG5cfzNPPT/AijKD+sM/p3LBZ9Ac76wa\n5fAhxLZlo9omtiO9XgshhHivhmdgo4nUCgGpObAOVcHn0C6ZgT2zlE79a7twdvvpzS2GohALK4tx\nD2yhN5LB7AX34k5lc9siUR6va8OlKnx0ZgkZl/jcfXVfEy/vbaK8wMfHb9Zl3qsQE4QEsCJtKC73\n2QAWm8F4ai1YM4riyLji/ZiJOLUHfkmBN0x7fA7LFm8akfZebTEzRm3wFCeD9dQF6znV10DkvCHU\nXoeHskApue5scjKymZJXhBZ343V68Do8eBwZuLUMNEUFBVSSB/O4lSBqRomaMaJmjIHYAL2xPoLR\n5E/XYDdt4Q4Odx3jcNexoedzqg7K/WVMzSxnZvZ0ZuZU4XOO/2UJ3E6Ntatv5/XXQyyf0kjjsV8x\nZc4nUbWLFwA537kZ2OT8V2T+qxBiktECARypz8OEfW4GFpIF8DoGYxd8LEDAl/zcbTjRjJqzENMd\n4bYbdOKtjxJXVNxFd1KQl1xRIJIw+dXxFmKWzYeqiinyuC+635qGXn79pxr8HidfvKeaDJd8Pgsx\nUci/ZpE2khnYZBEnRYVIKoC1zAjqFQawtm1xcO+vKPB20zhQxso194xYe98r27ZpHGjhWHcNR7tr\nqO2tOyezWuDJY0H+HKb4SynxF1PiKyLLlXnOGeaCggAdHf1XrU3heJi2cAfNA63U9zdQ39dIfX8D\ndX31vNq4DQWF8kApes4M5uXpVGVNG7cZ2qJcHzPm3MH+mt+ysLSVttpHKZ75IRTlytprpYavRxMa\nTitVgVgysEKISUbz+VGtZIbVspM1AIYHsF6HRtyyiVvWBZe4cceTn6Ut/kpKFZtVt1QQbHiKXE+C\nFmstK6tmAZCwbH5T20JXNM664hwW5F58LmtnMMJ3nziIbcP9d86nINtz1forhBh7EsCKtDG8iJOK\nfU4AC5df79W2bY4f/j25zgaa+rKpXv5htHE2X9GyLWp7T7Gv4yD7Og7RGw0ObZviL0XPncmM7GlU\nZlYQcF1ZleWryev0Mi1rKtOyprKG5CLyMTPG6f4manpOUNNTS12wnob+Jl48vQWvw8O8vDlUF8xl\nbq5OhuPiZ8vHwsKZBdS1buJ4x7PM5CRd9U+RN3XzFQ0zO7NMxEDURbYJqmWCFHASQkwyiqqiOpKV\n2BVFJW6quBLhoe1n1s+OJCycrnOPubZl0f/kY8ACYqqD4qUa8a7dFHj7aRiYzuprNwzd99GjjUNF\nm24sz7toe6Ixk+88fpD+cJyP3jiLOVOvbD14IUT6kABWpA1F01BIHSSHBbDnVyK+mJbTW8mIH6R9\nwEvZrA/h946PM7K2bVPf38DOlj281X6Q/lRg5HF4WF60hHl5OrNzZ45JwHolXJqLGdnTmJE9jVun\nbSJmxjjRW8fBzqMc6DzM7ra97G7bi0t1Ul0wjxXFS5idM3PcZGbfd20V3/ntajzOLZRzAIc7m+yS\nDZd9nJlaJqI/6iLbAk2W0BFCTFKqOxmYOrTk6KiMYcdljyMVwJommed97ex57hnqO1XIAdNtMiUn\nQZF2mo5QFstXvn/oZOKO9l5eqe+g2OPi3unFFy3aZFk2P3r6CKfbB1i/qJSNi8tGortCiDEm37ZE\nWlHO/MXawzOwgxd/QEpf534S3VvoG3QRC7yPipKCEWzllemNBtnVspcdrXtoC7cD4Hf6WFO6gkUF\nC5iVU4XjHVT+tW2bwUic/uAgA31RBiNxNFWlq2OAwUiceNwikTBJxC0ScfPM0qWc+R6gagpOp4bD\nqeF0ajjdGhkeJx6vE4/XhcfrJJCVgT/TjXqJzLVLczE3T2duns4HZm2mob+J/Z2H2dO2jzdTPwGn\nn2VFi1hTtpISX9G7fg2vBlVRuO/2ar7xq37unrsTWrficOXgz1t4ycdZwzKw2AqqZcoSOkKISUl1\nJU9IOlInl7OGB7BaclskYZ3zmMjx4xjPb6ep+AYA/AE3+coWwnEnU+d+CJcrOWLnRDDM0/UdBFwO\nPjazFLd24eOPbdv85sXj7K3pYHZFNh/ZNEuKNgkxQUkAK9KKoiUPRoptE0kMH0J8cYP9dXSffopY\nQuNI/wY+sGrWiLfzYmzbpqanlq1N2znQeQTLtnCoDpYUVrOyeClzcmddNjMZiybo7gjR1RGiuyNE\nXzBCf3CQ/uAgibh1yceeoWoKqqqATSqnDZZpDQW1l6Io4M/MIJCVQWZ2Blk5HvIK/eQV+vH5Xed8\nYVAUhYrMcioyy7l92o2c6mtgd9te9rTt55XG13ml8XWqsqaxtuwaFhUuGLOlevweJ/fdsZQf/C7M\nJ5bto/v0UzhcATIC0y/6GDM+gG1DJJ4MWjUrgZohAawQYvJxeJyQAKdlJlcIsPqwbQtFUc/JwJ5h\nDgxQ+6Mfc7hgA4qSzNzGBoMoio0j73bycwsB6ByM8VBtC4qi8Pkl08kyL36Qem7XaV7a20hZgY8v\n3L0Ax0UCXSFE+pMAVqQVVTsbHJ0JHKxLDCGORdppPfEwlm3zcv1S7rtz+Yi38UKiZowdLW+ytXE7\nrals6xR/KWvKVrK0cCHei1TujUUTtDX30drUR0drP90dIfqDb884u9wOsnO8yQxplptAZgYer5Oi\nkiyisTgZHidOl4bDoaE51GTweh7btjFNi0TcIh4ziUUTDEbiRMJxIuEYkVAyu9sXjNDXO0jz6V6a\nT5+7D3eGIxXM+igsyaSkPAt/phtFUVAUhWlZFUzLquCeGXdwsPMIrzXt4FjPcWqDdfiP/4G1Zdew\nrnw1ma7RX2h+anGAW65dxMNvRPn4skN0nHyMolmfwuUpvOD9zcQAUdOFYidfS802UZ1XXsVYCCEm\nCpfXDX3gMM2zx2ZzEM3hxeM4NwNr2zZNP/0xBzMWEXd4KF3m4MiBEDFTpUdZxuKqBan7mzx4vJlB\n0+LPphUxI9d/0aKEO4608tgrteQE3Hz5/QvxyslEISY0CWBFWlFTZ3KvZAixGQ/RevwhVOL88dgc\n3n/bBlzO0Z13GYqH2dK4jVcbtxGKh3EoGsuLFrOufDXTMiveNrwp1B+lqb6H1qY+WhuDdHWEztnu\n8Tkpr8wht8BHXoGP3AIfWTke3Bc5WL+TKsSKouBwJIPcDM/lD/6JuEl/3yC9XRG62gfo6higqz2U\nCmx7gSYAfAEXxWVZFJdnUVKeRX6RH03VWFS4gEWFC2gPd7KteSdvNO/m2VMv8cLpLawoWsL1FWsp\nHuXhxWurS6k5rfPkoSj3VNfQUfsbivX70JxvD6jN+ADhuBuNswGsJgGsEGIScga80AeaaRM+c2xO\nRNAcXjKGijglM7C9L73IkUbozS3BURwl29mKz+mjP5rBwoXXA8mKww/VttA5GGdtcQ5L8jMv+tzH\n6nv4ydNH8bg1vvz+heRmXvmyekKI9CQBrEgrmjMVwFrDAtgLZGBtK0Fb7cNg9vHKiQrWrNhI4SiW\n0e8Z7OXlhtd4vXknMTOGz+HllsobWF+++pxiTImESUtDkIa6bhrqeugeFrBqDpWSKVmp4C+TwpJM\nvL7xEyA5nBo5eT5y8nxMm5U/dHs8lqCrI0RbUx8tjUFaG4PUHuug9lgHABleJ1Mqc5gyPZcp03Ip\n9OVz14zbuHXaJna2vMlLDa+xvWUX21t2sbBgPrdU3kBBgT5q/frojTr/+GA/L9VEuX5WPe21D1M0\n8xPnrBFrmTFsK0YolkmGU4F4sgqxBLBCiMkoI+ADQEkMP7kcBvLwnsnAmhaD9ac49tQr1BVvwnJH\n0We5qPTU4NQWETM1FEXBtm2ePNVGbV+EOdk+brpExeG6lj7+4/EDAHzhrgWUF47PYodCiKtLAliR\nVlRn6k/W5qIZWNu26ar/PYlIEweaC/AXXsuimfnn72pEdA/28GzdS+xs3YNpm2S7s7hj+k2sLlkx\ntIRMOBTj1PFO6mo6aTrdi5kaVqU5VKZMy6G8MpfSiizyCv1oaTiHx+lyJIPusiwWrpiCbdv09UZo\naeyj5XQvDXXdHD/SzvEjyaHU+UV+KqpymT6rgLVlq7i27BoOdB7hhfpX2d9xiP0dh1jRvIjrSzdQ\nHigd8fa7XRr33zmff/xFmHx/jIWlLXSeepyC6feiKMn340wF4lDMicuhQdxEtU1UlwSwQojJx5ud\nDYBiQiR27vSeoWV0ojFO/OiHHClYi63YzL0mkxLHy8RNlcysIpr7QkTjJts6guzt6qfc575kxeHG\njgG+9cg+onGTz71vHnMqc0ehp0KI8UACWJFWNKcGFmDaDMYvXMQp2LqFcO9hTvcEOBpcxl/fcvFC\nPFdLf2yA50+9zGtNb5CwTYq8BWyq2MDy4sU4VAcDfYMcqGmkzuigpTE4VCwpt8DHlGk5TJmWS0l5\nFo5RHuI8GhRFISvHS1aOl9kLirFtm+6OEKfrumk42U1LY5DOtgH2bj9NZnYG0/UCpusVfGXJ5zna\nc5xn6l5gV9M+djXtY1EqIzvSgWxZvo+P3Tibnz1jkh+IU8ZxehqfJ3fKLcDZCsT9USduhwqYqHYC\nxTE+lmYSQojR5M3JQbF7USzlbSeXz8yB7aqpIeRcQMzhoWSRQo71Om6HiZV1K9kBDxBiV0svL7X3\nkONOVhx2XeQkblt3mG8+vI/QYIL7bp3DijljW81eCDG6JIAVacXhcsIgYNrYKCRsJ87E2QxsqPsg\nfa1b6Y24efpYNf/jY9Vol1jy5b0KxyO81LCVlxteI2bGyMvI4bZpN7K8eDHxqImxv52aQ620NvUN\nPaa4PJPpswqYNiufzFEc1jxeKIoyVLV48coK4rEEp092c9LopL62i307G9i3swFfwM3MuYXcN++T\nDOZ289C+P7Cv4xD7Og6xongJd0y/idyMkVugfs2CEo6d7uHBnRZ/uSEOnbtxZuQRKFiBmUgO9Q5G\nnENfsFTbRHHKR6oQYvLJyMpBszrB0obmwJqJMHA2A9sZ1fB5S3AURclznSDXG2FAW8Tc6cvwnDAA\n+GNdG/7MDD4xs4zART5Pu4KDfOPht+gLxfjIpllcW10yCj0UQown8m1LpBXN7UKJmGAlU5gJyzWU\ngY0ONNB1+g9EEw5+vWceH7l1ETkB94i0I2El2NK4nedOvUQ4ESHTFeCuqltZWbSM5ro+XthxhFMn\nurBSJf9LK7Kpmp0MWn3+kWlTunK6HFTNLqRqdiGJhElDXQ8njQ5OHT8bzBaXZXKjvhlrVh/PNb/A\nrta97G0/wHVT1nLj1A14Rijz+dFNOnUt/fxw20z+cv1hehqfx+HOxUxlYHvDTlza2SJOsg6sEGIy\ncgay0Kw4pqUOq0KcGh3V1gKWxYA3G6+ribLSDipzuggmSpi/6HYA7FRlfDth89GZpRR6Ljwdo6c/\nyjcefovuvij3rJ/O9UvLR75zQohxZ0wCWF3XVwL/bBjGRl3XZwA/Jzkw9BDwF4ZhXMFqlGIy0lxu\nVNvETi0nF7NceMwBEtEeOuoewbIsHt03l6XzZ1NddfHCD++Wbdsc7jrG4yeeoj3cicfhYXPVLSzy\nLeHEgQ4eenwXg5EEADn5XvT5xcycW4hfqiJeEYdDY9rMfKbNzMdMWJw60UXNoVZOn+ymtakPRYHq\n6dexdGqELbEX+VP9K2xv3sWt0zZxbenKy66h+06dnQ+7m4f2zuZjSw/QWfc4GYFpQHIIcWaqMrZq\nmSgOCWCFEJOP5vfjsOIk8JxTYNGKRjnx/e+j3vxRLIdKyZxB5heeJBT3MWfxR1AUlb5YgsP9yVEt\nq3KzmBa48AnJjp4I//LrvbT3Rrh99VRuW1U5Wt0TQowzox7A6rr+34GPAgOpm74F/K1hGFt1Xf8v\nYDPw5Gi3S6QH1eVGtS3MZN0jYqYT24rTXvsbrESYZ45WYbuncve6qz/vtTXUxm+PP8XR7hpURWVt\nyWoWWEup3d7F4/VvAckKu9XLypk1v4j8Iv/blskRV05zqFTNLqBqdgFej4udr53EONTK6dpuqAU9\n8zpcUyPsNbfxaM2TbGnczgdmbWZ27syr2o7kfFidn/zxKK+ems+GqfuJBI8BMBB1kutOvseqZGCF\nEJOU6najksDCSSSezEFYiQhNDz3IIWUuasIGj8IC/0HipkbFnA/jcHqJJEx+VtNENHWoLHZd+DO0\nMxjhgUf2094b4Y7Vldy5dtpodU0IMQ6NRQb2BHA38MvU9SWGYWxN/f4scCMSwIqLcLgzUG2ThJX8\n042ZyYNdItrJrtNlHG6fwv/+1DwcV7F6byQR4Y8nX2BL03Ys22K2dzZzQ8tpfLGfraFaIDlEeO6i\nEqbPKkBzpF/l4PHO53ezYFk5C5aV09nWz+F9LRw/3EbooMp0dR2O4ig1mW/xn6EfsbRoIXfPvJ1s\nd9ZVe/41C0owTvfy6kGYXjCfCu8hAAaiLhxqqoq0nUBxyKwMIcTkpGBiK9pQBjbW3crhIzF68mai\nkSChOnE5LDKKN+MLlBAzLR483kxbJMbsPD+76CEcTbxtvx29Ef71obfo6hvkzmun8b5rJXgVYrIb\n9W9bhmH8Ttf1ymE3DU9RDQBX71unmHA0lxvVMsFKBq6DieTl6WA+zx6t5P47Z5N/lQoj2bbN3vYD\nPH78DwRj/ZSY5czpW07nnhg1Zhcut4PqZeXMXVRCTr7vqjynuLz8ogDrbwqwasN0jh9p4/DeZrqa\nbaY1r8QMRKjtMviHjm9ya9UNbCy/9qoNK/7IplnUNgf56Ws2X7t9PhnaAFFTQ1VsLJIZWFUysEKI\nSUpVk3N7nJpKwlSJ9XRQl7seXIP4nQN0KfnEvCuoKFmIads8XNtK/cAg1bl+5ikudtFAeDB+zj7b\nusNDc14/estsrls48kupCSHGv/GQLrCG/R4Aeq/kQQUFgZFpzRiYKH0ZjX5E87JR7T6wk+c9jnZN\nIcPt5le7c7hl9TRuWVt1VZ7H8gzykz0Ps6/lCFn9RazsW0uoGdqJklfgY+W66SxcVo7TNR7+CV3a\nRP77KivPYf0mnYZTPex67SRHD7RQ3r+IRGOU15qO8WbVfj6z6l5mF8y4Km342idX8Nf/vpXvvVrI\nl+69CdiJy6UwSHIObCAncEWv90R5T2Bi9UUI8e4pWnLo8JwSB/ZggoTXA4pN2axmOlwOuux8Ciqv\nw7ZtnjzVzrFgiJmZXv5sWjENbf0A52Rg61v7+daj++gPx/mzDVXce4NOR0f/mPRNCDG+jIdv32/p\nur7eMIwtwC3AS1fyoInyIVZQEJgQfRmtfoTjNqptYVsK5QU+dh8Psft4AVMK/WxePfU9tyFhJXij\nawePH3wWX0cR8zquRxlwEyI5THjh8nKmzshDURR6g5HL7m+sTZa/L4/fyfpbdBavquDgniaO7m+m\nuFHHak7wvWPPMGNxDnfOvxmP470V0/I7VT6wsYqHXjzOfz66DwAzkfzCpdomocHEZV/vifKewMTr\nixDi3VMdgAXVp3YTK8nA5UuQPaONRWWNvJyoAGDQsnmjsYs9nX2U+9x8eEYJDlXB605+HQ0PJj9P\nj9X38B+PHyAaM/nYTTobF5eNVbeEEOPQWAawZyoNfwX4ka7rLuAI8Nuxa5IY71SXC9U2wVb56gcX\n89grJzjRFOTPN8/D6XhvQ0VP9zXyy8OPMXjKSVXrWhzRDFRVoWpeAQuXT6GgWL7gjneZ2R7WXD+D\nZWsqOXaghb27TqG2TaP7eYvv7nuS9evmsXz6gvf0HNcvLefIqR72negEQEl9lKl2Qoo4CSEmLdWp\nQBTaIoX4zR58ziDLp9aSsBwU5M+ipjPKy03dHOwZID/DycdnluJO1avwZKQC2GiCvTUdfP/3h7Ft\nm89tnseKOUVj2S0hxDg0JgGsYRingNWp348DG8aiHSL9KE4Xim0CKgGvk/92+9z3vM+4leCZ4y+y\nd28dec1zyI1noDkU5i4tZdHKKbIEThpyZzhYuGIK85eWcfRgM2+8XoPaWszuRzt5q+xZbr1+OeWl\n+e9q34qi8KlbZ/N3P91F70AM7DNFnGQZHSHE5KW5VYhCp6+CKYkgAC6HRVbFXQRifiDKwZ4BMp0a\nn5pVht959ivomQyscbqXvTUduBwaX7i7mnnTcseiK0KIcW48DCEW4oqpLhdaahFYM2HhcL63rOvJ\nrtM88fJWXPUFFCfmoDkUVmyYzqz5hXj97qvRZDGGNE1l/qJy5laX8ea+GnZtP4nZ5OGpBw+RO9XF\n9dctIL/onWfWA14Xf755Pj9/9hgZLpMYliyjI4SY1NRML/QBWHhy84EeXDmrycqbh6cjGdBmaCqf\nnFVGjvvcz0qHpuJyqgxE4vgyHHz5A4uYXpo56n0QQqQHCWBFWlFcLpRUxss0330AG4lGeeLlrXQd\ntvEmysFhU72ylCUrK6mYmjdh5vWJJFVVWLFEZ+miGTy14zVO7gnSXZ/FYz/bw9RZuVyzrorcd1hJ\netaUbP7PZ6/hsce3JZ9DAlghxCQ2pXoezY2NzFtTxLxFSxnsP4UvtxqAqkwvs7K8XFeaS7H3wieH\ni3O99IfjfOXeRZRKZX8hxCVIACvSytAcWJIZ2HfKNC3e2H2U/W80oUZdqFqCyqUBrltbjTtDgo+J\nTlM17ly9gebqVh56/RmU47nU10B9TTez5hWx7NqpZOV439E+E6m/Q9UyZR1YIcSktXhBFTOnlhPI\nSk678ectHNqW63byyVmXLsT0Nx9ZgqoouN7jyCohxMQn37ZEWlGcwwJY077Mvc+ybZvjR9rY8spR\nEgMKqBrumRHuuXEtWQH/SDVXjFOl/mK+fOMneGbmS2zfv4eChpnUHIbjR9qYXV3C0tVTh76EXc6Z\nAFazTdQMmS8thJicFEW54s/NC8lIg2XphBDjg3xaiLSiDMvAxmJx4NIHS9u2OV3bzfZXj9PbOYit\n2ISKW9l0/SIWTZkzCi0W45WmatxRdSMLCmbzi8MP09HooLRlDkf3t2AcamXe4lKWrp6Kx+u65H6S\nIwEUVDuB5n1n2VshhBBCCPHOSAAr0orqcqKm5sBGE7FL3relMciOV2tpbezDxqY3r4n8aoX7l9yJ\n3ynza0RSZWYFX1vxVzyZ9yxbcl8hp6ucqW0LOPhmE8bBVhZfU8GCZeU4LzKsLRnAaqi2ieqVvysh\nhBBCiJEkAaxIK8OHEEfjiQveJ9gTYcertZw0kut09uW00l1Rx+aFN7CqZBmKooxae0V6cGkuPjBr\nMwvy5/DLI4+wP/d5Zg8sRTlVzM4tdRza28SKtdOYNb8YVT3378cybRTbRFEUGUIshBBCCDHCJIAV\naUV1DxtCHD83AxsdjPPmtnoO7WnCsmxigX4ayg9SWBrgK/M+TaG3YCyaLNLInNxZfG3Fl/nl0Uc5\nrO4msDCTa6M30XwowivPGOzf3cg1G6ZTMT136ESIlSC5NnFGBoqqjnEPhBBCCCEmNglgRVoZnoFN\nzoFNVhY+tLeJPdvqiQ4mcPhsTpfsJ5jTwk2VG7l12iY0VaoaiisTcPm5v/pTvNq4jSdP/JFnXY+x\n4cb15DZMp+ZgG888dpDSimxWbZxOYUkmtmnjsE1Umf8qhBBCCDHiJIAVaUXRNBTOzIFNcNLoYMer\nJwn2RHC6NSy9k/2BN8nM8POleZ9jZs70MW6xSEeKorBxyrVUZVfys0MP8WrnFioKa7n7w3dTs7Ob\n07XdPP6LvcyaV4QdV1EtKeAkhBBCCDEaJIAVaUdJjdI88Gob0VAzqqowZX6Anf4X6ba6mJM7i0/M\n/SABlyyPI96bikA5/2P5l3i05kl2tu7h++Ef8OF1f8aiFQvZ/nItNYfbAA3NNnH4pICTEEIIIcRI\nkwlbIu2oSioDGzKpnJlH6c0mz/seo9fuYfP0W/j8wvskeBVXTYbDzcfn3ssn5n4QG5ufHv4126Jb\neN/HFrLxVh3bFcMf7UGTCsRCCCGEECNOMrAi7eRY7RSEasi+eyHHlJ0c7awh253Fp+Z9mBnZ08a6\neWKCWlG8hIpAOT859Cu2NG6nLnia/zb/o8Rb9jD/MQN15tqxbqIQQgghxIQnAaxIO24twcyuN/hx\n70ks22Je3mw+Pude/C7JgImRVewr5P9Z9gUeMZ5kR+ub/PPub5M/EEEBycAKIYQQQowCCWBF+nE6\ncZg2AHdW3cr1FetQFRkNL0aHS3PxsbkfYEb2NB6peQJlMAogVYiFEEIIIUaBBLAi7Xi8ARJmB19a\n9Dlm5MiQYTE2VpUupyKznBeb/wsISgArhBBCCDEKJG0l0o7LnQwUpvvKxrglYrIr85ewuWwjgCyj\nI4QQQggxCiSAFWlHdbkBsGOxMW6JEGCFw4AMIRZCCCGEGA0SwIq0o7icAFgSwIpxwEwFsFLESQgh\nhBBi5EkAK9KO4nIBkoEV44NkYIUQQgghRo8EsCLtqM5UABuXAFaMPSscAmQOrBBCCCHEaJAAVqSd\nMxlYGUIsxgNzKAMrQ4iFEEIIIUaaBLAi7agyhFiMI1YkjOJwoDidY90UIYQQQogJb1ysA6vrugp8\nD6gGosCnDcOoHdtWifFKcaZ3BtaKx7Aig9ixKFY0lryMxbCiUexYDDv1uxWLDv1ux2LYiTh2IoGd\nMLHNBLZpYicSkLq0zTPbktux4bSmYCYssG3ATv1nJ6/bkPofKAq8H42lAAAgAElEQVSKqoGqomgq\nqBqKqiavqyqKpiXvo2mgOVCdThSXE8WZ/FEdThSXa+i64nSm7uNCdWegZpz7o7gzUN3u5HOkOTMU\nRvV6URRlrJsihBBCCDHhjYsAFrgTcBmGsVrX9ZXAA6nbhHgbxZ0MYAfe2osVHcSRmYUjKwstKwvV\nM/KBhBWPY4UGMPsHMEMDmAP9mOEwViQy7CeMeeb3M9sGk9ftRGJE2qU4HKA5UDQtGYQqCmgqlgUo\npF4XBRTOXiqpANKykwGyaWJbFlgWtmmBbWGbJlhnguCr3Ga3OxnUDg9yPR40nw/V60tderGL8wmZ\nKprPh+b1ovr8aF5vss8jyIpGSfT2kAgGMXt7SQR7SaQuzWCQRLCXeHsbzsKiEW2HEEIIIYRIGi8B\n7BrgOQDDMHbqur5sjNsjxjFnTi4Afa9vpe/1redsUxwOtKxUQJt57uX5t6kuF1Y8htk/kAxIB5I/\nCeIEWztT1/uHbjdTQasdHXxH7VVcLlSPF9Xnw5lfgOrxJH9c7mQA53KlMpXu5KXLlbrdPXS7eia7\nqTnA4UBxaKlA1ZEM4lT1goF7QUGAjo7+d/9iD2PbdjLba5rY8ThWPI499BO7wG1xrFgUa3AQa3AQ\ne3AQKzo4dH3oJ3VbIhi86GvbcbHX1u1OBrX+AFogMOzSjxbIRAsEcATOblO9XrCs5Pvan3xvE8He\nYQFq8GzAGuzFGrz0e636fLhKy8hat/49vrpCCCGEEOJKjJcANhPoG3bd1HVdNQzDGqsGifHLt2gx\nFf/z74l3dSSzYH3BZMDR15e6DDJYXw+mecn9KA7HFWdDFacTLRDAVViYDJL8PlR/KlDy+dF83mSQ\neiY49XjQPN7kcNkRzhKOFkVRUsGzA9xutBF4DtuykpnqUBgzFMIMh7DCIbyqSbC1K5npDoeS20Ih\nrHAYMzRArK0V+3T9lXTiijLJWiCAs6AALSsbR1Z28gRIdnbyenb22Yx/aji7EEIIIYQYHYo9AsMC\n3yld1x8AdhiG8VjqeoNhGFPGuFlCCCGEEEIIIcaR8VJBZRtwK4Cu69cAB8a2OUIIIYQQQgghxpvx\nMrbxCWCTruvbUtc/NZaNEUIIIYQQQggx/oyLIcRCCCGEEEIIIcTljJchxEIIIYQQQgghxCVJACuE\nEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1I\nACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQ\nIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEII\nIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuE\nEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1I\nACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQ\nIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEII\nIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi1IACuEEEIIIYQQIi04xroBQkxWuq4HgOeATOD/\nMwzjiTFu0hBd138E/MYwjJevwr6ygCcMw7gudd0C8g3D6H6v+xZCCCHGg9E6pl/gmPoWsAG4C7jH\nMIw7dF2/DVhhGMbfjUQbhBhrEsAKMXYWA4WGYcwc64aczzCMz1zF3eUAy8+7TbmK+xdCCCHG2mgd\n0885phqGsRhA1/Xh91kO5I5wO4QYM4pt22PdBiHSjq7rfuBnwAzAAvYAnwPWA/9pGMaC1P02nLmu\n6/rfA6uAYuAwyQNMGXAMWA38NbAZyAB8wFcNw3hS13UH8K/AbUAC2A583jCMuK7r/y9wN8npAKdS\nt7ec11Yf8F/ATJIHtH7gw0At8Oawu+YBBanLZ4D/TPXrZeClVNudwFdTfZ2devyHgKnAQcMwAqnn\nrDxzXdf1V4C1wAFgWaoP3wOuST3XNwzD+N6Vv/pCCCHE1ZNmx/QLHVPzgfcB9wD/CPwhtY8fGIbx\nv67iSyXEuCBzYIV4d+4C/Kkzn2fOhE6/gsdNARYbhvFh4NNArWEYS4Ai4DpgnWEYC4H/CfxD6jGf\nB5YA1cB8IADcq+v6x1PXV6Ta8Szw4ws8581At2EYqwzD0IHdwBcMwzANw1iceuz1QB/wCcMwwoCd\n+gGoBH5vGMZ8koHst4EPAvNIHkRXXqbPnwQihmEsMQzDSt1WaxjGMpKv4wO6rmuXe+GEEEKIEZJO\nx/RP8vZj6hDDMHaRPGn9sASvYqKSIcRCvDuvAf+UOhP6AvDvhmHU6ro+5TKP2zHsgDM0jNYwjHpd\n1z8JfEzX9SqS2UlfavMNwIOGYURT1z8IoOv6oyQPtG+mhg5pgOf8JzQM43Fd1+t0Xf8iybPLG0ie\n8SW1Hw/wVOo5Hr1Am+OGYTyd+r0W2GYYxkDqsc0ks7qtl+jzhYYLP5S63A+4Sc4Z6rnEPoQQQoiR\nkjbHdK5sCo5yhfcTIi1JBlaId8EwjFMkg8Gvkwy+XtR1/R6SWcvhBw3XeQ8NXWh/uq4vAd4A/MDz\nwL9w9t9n/Lz75uu6Xpza/s/DsqjLgHUX2Pf9JM/iDgC/Bn5zZt+pzOdvgAOGYfzrRbobO+964gL3\nuVy/zxcHMAzjTJZXDrRCCCHGRDod04UQEsAK8a6kgsKfGYbxJ8Mw/obkAWoe0A5U6LpeoOu6Atx5\nhbtcB+w2DOPfSZ4Jvovk2VeAF4EP67ru0nVdBX5Act7p88BnUpUPAf4e+MUF9n0j8HPDMH4G1JCc\nJ3Nm398lORLjC1fYzosFmr2AS9f1Oanrdw3blhj2fEIIIcS4kmbH9Cs5psZJ1qwQYkKSIcRCvDu/\nANbrun6E5BnYeuDbhmEEdV3/AcniRi3A05ydSzp8XinDboPkkNq7dV0/BHQBDwMfShVg+gHJeah7\nSAaQr5Cch2qTLBixQ9d1O9WGT1ygrd8EfpiaX9MFPAncouv6NcBnSQ7j3Z06ONvA+RWI7fN+f1vl\nt1S//zvwrK7r7cBjw+7XAuxNvVbXXuI1EEIIIcZCOh3Tm7nwMXV4e14CfqfretQwjC+985dDiPFN\nqhALIYQQQgghhEgLkoEVQgghJjld110k58rPIDn88C9JZqJ+TnJZkUPAXwybty6EEEKMCZkDK4QQ\nQojPAGHDMFanfv8Z8ADwt4ZhrCM51HHzGLZPCCGEACSAFUIIIQTMBZ4DMAyjhuRcvOsMw9ia2v4s\nyeU/hBBCiDElAawQQggh9gG3A6QKvBUA3mHbB4CsMWiXEEIIcY60nAObSJh2T094rJtxVeTkeJkI\nfZko/YDJ1Zf+UB8/37GHFcWZrJy3dBRb9s5M1PfEtm1+t/Ukf3yjHn+pj8zZOZRsaWHddVUsWFo+\nxi29vIn0vhQUBCb7WsQ/Bebouv4asA0wgPxh2wMkl8u6KNu2bUWZ7C9jevvN88fYdbTtotuvmVfM\nB26YxXce28/J5uB7ei5NUfjQTTrTS7P41kN7GRiMX/5BpMayr6ti5bxi/uWXb9I7EAXAl+Hgrz64\nhKaOAX757FFMa/Sna9+2upIbVkwdut7eE+bbD79FOHqh5dMvrqIowF99cDFPvHqC1/Y3X+1mpoWr\n+bf2bti2TW1jkCWzC/nfn1k16s8vhlzwoJKuVYjtjo7+sW7DVVFQEGAi9GWi9AMmV1+efvUNfrcj\ngqcwgw8tt1gzfw3j8QvoRHxPLMvml38y2LKvGbfPSWBhPtd599L0Uh53LMug8PoNY93Uy5pg78v4\n+8MfRbqurwLyDMN4Wtf1ZcA3gD7gW4ZhbNF1/fvAS4ZhPHaJ3cixeZyZKP0A6ct4NFH6AW/vSyxu\n8ucPbGH+tFz++t5FY9iyd26CvS8XPDanZQZWCHF1hELJM9eR9kF+ezwT03qZddUbURSZXTCS4gmL\nHz11mDeNDjKzM3DPz2Vexilyu3qI9/SR4V881k0Uk48BPKLr+t8Cg8CnSU4z+lGqQvER4Ldj2D4h\nhBg1Z87lp2WabxIYsQBW13UN+BEwi+T7/+eAi+Qi0DWpu33PMIzHdF3/DPBZIAH8/4Zh/HGk2iWE\nOCtqxjjzMdB3vI+nAwUk9j3HxoWbUFXn2DZuggoPxvn3x/ZztL6H0mI/CT2LQmc/q9nLtmOLWNj/\nJ3wLLrR2vRAjxzCMbmDTBTZtGOWmCCHEmBsajZaeI1UnvJHMwN4OWIZhXKvr+nrgn4CngAcMw/jW\nmTvpul4MfBFYCniA13Vdf8EwjNgItk0IAViWBUC2P0Fvv0bPwW5eWFlJYt8z3FC9Cc3hvcwexDvR\nH47xf369lxMNvcyelkt/pQ+vZnGjuoWGU8V4OzvJnzkFzSuvuxBCCDHWxmAqtbgCIzZO0DCM3wOf\nS12tJFn8YSlwm67rW3Rd/7Gu635gBbDNMIy4YRh9wAmgeqTaJYQ4y0pdZgYSrPG1YMUsgge7eTUx\nh+f3P08i2jOm7ZtIuoKDfP1XyeD1mnlFMCsTS4Xr1G14TZPjtRVM6T3C0VKVhv6msW6uEEIIMWmN\nw3IgYpgRnehmGIap6/rPgW8DvwZ2AV81DGM9cBL4O5KVDYeXF+tHSvULMSqGTiwqELqmH93qJNob\nI3Kih9et+Tx76BWi4clZAfFqausO8/Vf76G1O8xd66vwzs6mN2GywtNGhdLI4WMVeM0o2YOt/MnX\nxOGuY2PdZCGEEGLSOjOEOE2L3U54I16pxTCMTwI6yfmwfzIM463UpieAxSSrHAaGPSQASNpHiFFg\n28kPaAUwBur44L0LyUkM0Hc6RKK1nzesBTxzdAeR4PGxbWgaa+kK8c8P7aW7L8o966czbWERR3rD\nVHgVFsZeIZbIo7GpiPL2t4iVFRL2qJT4isa62UIIIcSkdSYBK/Hr+DSSRZw+BpQbhvF1IEJytOLv\ndF3/omEYu4EbgDdJZmX/Sdd1N5ABzAEOXW7/BQWBy90lbUyUvkyUfsDk6YuqpgLY1JnGOn8rX755\nKv/wpzb6DneR79XYnbmAxPHDvH9+goIpK0alzReSju9JfUsf3/jNPoIDMT69eT6LF5Xw9e0GPqfG\nTc5tqDGbfQcq8bgUivtO0rh0FtBN9dRZFPjSo7/p+L4IIYQQlzKUgR3jdogLG8kiTr8Ffq7r+hbA\nCXwJOA18V9f1ONACfNYwjAFd1/8DeI1kRvhvr6SA0wRa32hC9GWi9AMmV19MMzkLVkXBpbl4uXY7\n61b9D+586yS/7coi9lYrnuVlvOWdR+LQMW7ubiO7ZP2orxWbju/J6bZ+vvnwPgYicT564yyWzsrn\nO7trSVg29xSG0TrriNlVdHT40B3NqFjsLzDxODIg5KQjPP77O5Lvi2VZPPDAP1NbewKn08nf/M3/\noqysfGj7669v5Re/+DGa5uC2297HHXfc+Z6eTwJxIYQQwykgKdjzjPax+WJGLIA1DCMC3HuBTdde\n4L4/Bn48Um0RQlyYlfpgVhWFJQXV7Gh9k+M9J7nlU3dw8l8fZW+imLlGB6HZBRz0zMZsPs7NsafI\nm3obiqKNcevHr9Nt/XzjN28RHkzwyVtms7a6hMdOttEVjbOpMp/8tgcxFY39+8rQNIWik9twlpdT\n5+hjhn/aqJ8gGI9ee+1V4vE43//+Tzl8+BDf+c6/8fWvPwBAIpHgO9/5N37841+SkZHB/fffx7XX\nriMnJ3eMWy2EEGLCUM4WuxRJ4+XYPJIZWCFE2rBZVbqcHa1v8nrzDvTcGdx33/W0/vA1jnTncmN3\nlJochSPemSQ667gp/ghF0+9B1dxj3fBxp7U7zLce2Ud4MMGnbp3DtdUl7O/qZ193P+U+N2s8dbTG\ng9jORbS3QVWJitMIYc5djs0Ryv2lY92Ft3n05RPsPtb+tts1TcE0393Z6eWzC/nAdTMuuv3Agf2s\nXLkagHnz5nPs2NGhbadO1VFWNgW/3w9AdfUi9u3by8aNN7yrtgghhBDnU1DG9RjiyXxsHvEiTkKI\n8evsx5tCVVYlpb5i9nUcoi/Wj7e4iPtvnYkvEeaFo71szMjAE4pRY0/jD8FSGo2fk4j1jmHrx5/O\nYIRvPvwWfeE4H71J59rqEoKxOL+vb8elKrx/ag4ddS+haBkcOlwMQMVADQAdVfkAlAXGXwA7FsLh\nED6fb+i6qqpD6xaHQiH8/rPbvF4fodDAqLdRCHFlIgmTP9S3UxMMSVVXcVVEEiZbW7qp64+M2HMo\nCtjjOYIdA+Pl2CwZWCEmsTPfIxTFRlEUri27hkdrnmR7825urryOsmUL+dSpZv7ruMXDr9TypXuX\n8HhdG/WBMp4Mubj12INMqbobt6/80k80CQQHonzz4X1090V5/4YqNi4uw7ZtHq9rZ9C02Dy1EEfv\nDiKJCK6sdZyuC1M6JRNt+24cBQWc8g5CkHGZgf3AdTMueEZ2JOfAer0+wuHw0HXbtlHV5DlXv99/\nzrZwOEQgkDki7RBCvHf7u/vZ0R5kR3uQ6QEPt0zJp8yXMdbNEmkoYVnsbA/ycnM3EdOi1OvmC/Mq\nRuS5FGV8T4GdzMdmycAKMYmd/7m8ongJLs3FtuadWHbyjNrie27mfd5WIjj46eN7+OziaeQG47RS\nwJPRVZyseYRQz+HRb/w4MhCJ88Aj+2jviXDbqqnccs1UAHa0BznRF2ZWlpclWTb9HbtwZWRz/ERy\nmZyZBQns6CD+xUtpDLWiKRolvsKx7Mq4UV29kB07tgFw6NBBqqrOHqSnTq2koaGBvr4+4vE4+/a9\nxbx51WPVVCHEZXQNxgEo9bo52R/hu0caeLi2he7U7UJcjmXb7O/q598O1fPHhk5swKOpdA7GRjCr\nr4zrAHYsjJdjs2RghZjEhjKwqeseRwbLixaxrXkXR7oM5ufPQVEUbvvc+2n+xsPspIKfP7aLv/jY\nGn607QStWdk8kbieO+qepyLaRWbR2klXgCiesPjO4wdo7Ahx/ZJy7l43HYCeaJznGjvxaCp3VxbR\n1/I02CYFUzfx9LOd+AJuspsOMQB4Fy+mqelBin2FOFT5WAZYt24ju3fv5P777wPga1/7O1544Tki\nkQjve99dfPGLX+YrX/kClmVz++2byc/PH+MWCyEupiuaDFTv08toCUd5rqGTA90DHO4ZYEVBFhtL\nc/E75bNPXNjJvjDPNXbSGIqiKbCmKJuNpbk8eaqdQz0D9MUTZLmcV/15k19nJIIdbrwcm+XTQojJ\n7LwAFmBt2Sq2Ne/itaY3mJ8/BwA1I4OPf/pm2n/wCoe7i3j06bf4/F1L+enW45wK+HgisYnbm1+l\nYrCLvIo7UCZJEGbbNr947hg1jUGWzS7kQ5tmoigKtm3zh/p24pbNndMK8Zg99HYfwOkpouF0PvFY\nG4tWlBN5/CG0zEz6irOIN8TH5fDhsaIoCl/96tfOua2iYurQ72vWrGXNmrWj3SwhxLvQNRgnQ1Px\naCpVmV7unzuFQz0D/Kmxizfag+zt7GdtSTbXFuXg0mRwoEhqi0R5vqGLY8EQANW5fm4syyc3Ixms\nFmS4AOgYjI9YACsZ2HONl2OzfEoIMZkpZy7OfkJPCZQxNXMKh7sMOiNdQ7d7Soq5/6755Md62VI7\nwAuvGXxmo87ckM0gbp5MXM/xrjbaT/wSMx4a7Z6MiaffqGf7oVaml2by6dvmoKayzwd7BjCCYWZk\neliUFyDYuhWArOIN7H6jHlVVmJYZwezvx79oCU3hVgDKpYCTEGKCsWyb7micPLdzaISOqihU5wb4\nq/lTuaOiAIeq8GJTNw8cPMXO9l5MS6KGyawvluCJU238x6HTHAuGqAx4uH/OFD5YVTIUvALkp37v\nHIyNSDsUGUI8bkkAK8QkNvQd4bxhvxvK12Bj83LDa+fcnr9wAX9+TQ6+RJjHdrSw91AjH1k/k+Vx\njYTt4I/mRg71q7TW/IRY5O2l3SeSPUYHT2w9SV5mBl+8pxqXM7kubiRh8nR9Bw5FYfPUQhKDnYR7\nD+P0lNDdW0Bn2wBVswswj+wDwL9kKY39zcD4LOAkhBDvRV8sgWnb5GW8PUPmUBVWFWXz1epKrivN\nJWpa/L6+g28frudQd79ULJ5koqbFi01dPHDwFLs7+sjPcPHxmSV8Ri9jiv/tRb+GMrCREZpLLVWI\nxy0JYIUQnD/HY2nhQnLc2Wxv3s1A7Nxs6vQbN3Lf1EGcdoIf/vEYp5p6uWtNFRs1N7YJL1mr2T1Y\nSqvxU8K9x0azE6OmrTvMT585gsup8qU/qybL5xra9nxjFwMJk+vLcsnLcBFsS54EyCpZx+G3koHq\nvMWlDOzdg+rx4J09h6aBFgDK/SWj3xkhhBhBZ+a/5rldF72PW1O5oSyPr1RXsrIgi+7BOA/VtvL9\no40jukyKGB9My2Zney8PHDjFy83dZGgqd1UW8pfzK5id7b9obY18z8hmYFUFmQI7TkkAK8QkZl1g\nDiyApmpcX7GOuBVna9P2tz1u0Ufu5v3eJuK2yr899Cat3SE2LZvK3dnZaIMmu6yFvJpYRPvJx+ht\neXVCnUWPxU2++8QhIlGTT9w8m/JC/9C21nCU3R1BCjJcXFuUQ3ywg3DPIZyeYkwqqKvppLg0k6xo\nB4nuLvyLlqA4HDQONJObkYPX6R3DngkhxNXXfSaAvUAG9nwBp4PNlYX81YKpzM/x0xAa5EfHGnnw\neDPNEshOOLZtc6RngG8fruf39R3ELIvrS3P56wWVLC/IQrtMUcgMTSPg1OgYoQAWFGQ0+/gkAawQ\n4m0BLMCqkuV4HR62NG4nZp57cFBUlevu/wi3mCcYsDS+8bPt9PRHWTqniE9WFuEeiHPMruIZcyOd\nLdvprHsEy4yOTmdG2K9eqKGxY4ANi8tYNe//snfe8W2V98L/nqMty5I85O14JoqzCZkmO0DZo0BL\noS2U+7JKU2ih7aXt+7a9F7ppy2164VJmKaNlX8pKyCZ7T1uO7Xgv2ZYta49z3j/kOHF2vBOf7+cD\nkfSM8zzS8Xme3/Nbab3KPq2Lhfa/JjsZlSjQ2dStfU1bQMneJmQZZlyWi2fnDgBMM2fSEezEHeoi\nWzEfVlBQuAg5mkInSXfuQXaS9VruKEznwaJscuMNlHZ4+fmGEt490ow7FBmsoSoMIbWe2OHE38tj\n6ZRm2Sw8OiWXpZlJ6M4jkFeyXktnKEJYkgZ8jLG9kSLBjkQUAVZBQeGUEqxerWNB5lw8YS9bGnee\nVC7qdNy87KssDBzGFVbx2xe+wOMPU5CdwLen5GDqDFFHKu9FrsLZUUtT2QuEA20nX+gCYkdpC1/s\nayQnLZ6vLe2dPPxwp5eyTh8FZgPjLEYioQ58roNo9KloTWM5tLcBrU7NpGkZeHZsRzQYiJswiSOd\nNQDkmgcnEbuCgoLCcNIWjB2AJp6DBvZEsk167rVn8s2x6aSZ9OxodfPU/ipW1rURiEYHeqgKQ0Bb\nIMTr5Y08U1JLlSdAkTWO707K4abcFOL7kEopRa9FBlr8A6+FFQRFfB2pKAKsgsIo5qhl7+keBAuz\nL0MtqllVs46odPJmQW2x8rVv38wsXwXNAYHfv/gF/mAEW1IcjxSPxdYRwiXE81b4Gur9Mk1lz+Pv\nPDx4ExpEunwhXl3hQKMWuf+GiWjUqp4ySZb5pLYVAbg624YgCHQ5twMy8SlzqC5vx+8NM35yGoEj\nFURc7ZguuRRBreaIuxqAXIsiwJ7IwYMHWLbsfgDKykq5+eZrWLbsfpYtu59Vq1b2qitJEr/73S95\n4IF7WLbsfurr64ZjyAoKCifQ6AuhV4mYjntmng+CIDDeauJn84q4OTcFvUpkTWM7T+2rZnNzBxHF\nxvOCwBuO8mG1kz8dqOaAy0N2nJ57x2fxjbEZpBhO7x99No4Gd6r2BAZqqD3E0uINeLcXPCNhbR4d\nyRoVFBROydHnsnwaNxOzNp7i9Fmsr9/EpsbtzM+cc1IdbUoKd937Jfx//Zz95PL0K5t49J7LMBq1\nfGeRnVfXl1Mer+H98OUslrchV76BJX0R5tT5pw3MMBJ5bWUZXb4wX1lcSFpib1/V3a1umvwhpifH\nk2HUIUVDeNp2IarjiEuYSMnnBwEompZO68aPAYifOQuAqs4aBATGxGcN7YRGOK+99gorVnyCwRD7\nrh2OUr761Tu4/favn7L+hg1rCYfDPPvsixw8eIDly//Ir3711FAOWUFB4QQ6Q2Hag2HGW+P6/bxX\niQIzbRamJsazsbmD9Y0uPqxxsqm5gyuzkpiUcPpgPwrDR1iS2NjUwbomF8GoRKJOw5cG8Pca0yPA\n+ilOtfa7vxO5mGJ4DAQjZW1WBFgFhVFMTxadMzyfr8pdypbG7XxyZCWz06ajVZ18UmrIHsO935jP\n8lc3U0YWf3xlM498cy5ajZpvLbHzydYqNkohVotzaJOTmN2wjqC3jqScm1CpR37gop0OJ9tKWijI\nMHPlzOxeZVFZZk2jC5UgcEVmEgDe9j3I0SDmtDl0ucPUHnGRlmkmIdFA9cbNiMY4jEUTiEpRarrq\nyDCloVfrhmNq58S75f9id8v+kz5XiUKf8zVekjKZLxded9ryrKxsnnzyd/znf/4/AByOEmpra/ji\ni/VkZWXz3e8+itF47N7Zt28vs2cXAzBx4iRKS0v6NC4FBYX+423fj7tlEw2W6wHIizcMWN9alcji\njERm2sysaWhnq7OTNyqayI7Tc1V28oBeS6HvSLLM7rYuPq9rozMcwagWuW6MjVk2C2px4A4aknQa\n4tQqajwBPG27iYa7sKQtGJC+B3CYg8JoXpsVE2IFBYUT0znnXJ8AACAASURBVMD2wqKLZ0n2fDpD\nXayt23jaeqaxY3nglmkU+uoodYb4wyubCIajCILANXPyuC3RisYXYa88lo+jV+DurKKp9K8EvSPb\n1NMfjPD3FQ7UKpF7ri1CPGFF29vWRXswzAybGYtWgyzLdDm3gaDClDyD0v1NABRNTSdQUU6ovR3T\n9Jj5cL2nkbAUIU/xfz2JhQuXoFIdMzmcMGESDz30MMuXP0dGRiYvvfTXXvV9Pi9xcXE970VRRBqE\noB4XK3a7XbTb7S/a7fYv7Hb7enuMwuPe/7fdbh/h2zmFkYLfXUHY30xpUyyV2mAIlSaNmutzUvje\npN4Ri1893DAo/pAK505Zp5flB2t450gz3kiUhWkJPDY5l+JU64AKrxAz880x6ekMRaipXkVn41rk\nU7g89bFzJQrxCYyUtVnRwCoojGLO1TLm8pyFbKjfworqtczLmH3adC/WqVN4SJD577f3UNaazR9e\n3sT37ypGp1UxbXwqNquBlw/UUmdJ4q3QdVzLKqKHXyYh4wpMtlkj0vzrX5uq6PSGuGl+HulJcb3K\nJFlmbWM7KgEWpiUA4HeXEQm2E5c4DUFlpHRfExqtioLxKbje/hw4Zj5c2dnt/zrCBdgvF153yhNZ\nmy0ep7NrSMawYMFiTKZYyqL58xfxpz/9vle50RiHz+freS/LMqKonNGeB1cCcQ6HY57dbr8c+CWx\nPcKPHQ7Hervd/gxwI/D+cA5S4cJAisb+FusjFrRESNMP3nYzqTtica0nwCd1rZR0eCnt8DLDZmZp\nRhJmrbLVHSoafEE+rW2l3O1DAKYnxXN5ZhLW84hA3RcytUEOAU1yMoVCDdGIF7XW3O9+BTj3jdIw\nMJrXZmV1V1BQOKuZjEFt4MrcxfgjflZUrz1jXcuUqXz7tumM89VyuC3MUy9vJNCd9iAzzcwjcwtJ\nc4XpUhl4K3w1lXIervrPaKt6Z8Sl2ml2+VixvZYks56rZp0sZJZ1+mgNhJmaFN+zQHuc2wGIT5lN\nbWU73q4gYyekoBZlurZvQ2MxY7SPB+BwRyUAhdb8IZrRhcujjy6jpCTmS7xz5zbGjy/qVT5lylS2\nbIlZCBw4sJ+CgsKT+lA4I37A0q1ltQAh4FKHw7G+u/wT4PLhGpzChYUU8eEljg7MpAotdNZ9NOi+\nhEcjFn9jbDrJei3bnUrE4qGiIxjmrcom/nKwhnK3j7FmI9+ZOIZb89MGXXiNhDqJ71gDQIMqtpZG\nI56B6VyJQnxWhmttVo6lFBRGMfIpXp2OBZnFrK3dyOraDcxJn0FaXMpp61omT+bbgsCz/9xBKWP4\nzQsb+f5dc4k3aomL0/HQ0vG8u7GSPVqBFZFZTBHTmOPaRMjfRHLurWiNaafteyj54IsjRCWZ2xYX\noNWcHEFzU7MLgMtSY9rXSKiDQFclurhstIZUSvYeAGDCtAy8hw4Q7eoi5dprENRqJFnicEcFCTor\nyYbEoZvUBcZRrfxjjz3OH/7wG9RqNUlJyfzwhz8B4IknfsZ9932bBQsWs337Vh588B4AHn/8Z8M2\n5guUjYAeKAWSgOuB4x3JPMQEWwWFsyJF/FQQ26jm67x42/ei1iVhSZs3qNcVBIEiq4lxljh2tbr5\nvL6NNY3tbHN2siQjkZkD7H852vGGI3xa28qm5g4isky6QctV2cmMtcSdvfEAIEWDOCveJDnaglkV\npTySylxRhRQeGAFWFAQliNNpGO61WRFgFRRGMfKpEsCeBq1Kw23jbuS5/a/wpuNdHr7k/jOa/Jon\nTeJBQeD5N7ewnzyeeO4LfnD3XJKtBlQqkdsWFJJ3sIkPW13sM46hUUrgKj4nUvYCCZlXYEqeOawm\nxfWtXrYebCY7xcSM8ScL683+IOVuP/nxBtKNsQBM3ra9AMQlXULAH6a6oo2klDhsafE0/u9mAGyL\nFhAAGr3NeMM+JqaNH5Gm0yOB9PQMnn32RQDGjh3HM8+8cFKdn/70Fz2vH3vs8SEb20XID4GNDofj\nJ3a7PQtYAxyvOokHOs7Wic0WP0jDG3oulrkMxzxqo34OSbloRIHrZl1Jza5yOhtXk2TLICFtap/7\nPZ+5XJNiZum4dFZWtfBZZTMf1jjZ2urmy/YMpqdZh/25eyHfX8GoxOqqFj7dXYkvEiVRr+Emewaz\nMxIRh+h7lWWJit1vEQ40k5o9l/mqTD6qaKJSzqZQHyG5D9/vib+JShQQRfGC/K0Gc8w2m5133nmr\n+/WlFBf/86Q6Tz/9h57Xv/nNLwd8DIoAq6Awijl6sHiuy81U20SmJE9kX+tBtjTtZG76jDPWj584\nkfvv1vP6SyvYhJ0nnt/I978xmzGpsQfrjIlpZDlNvLKnGqc1nn+Erudq3Wao+xS/u5ykMTei0gzN\nSe6JfLjxCDJw0/y8Uy7IO5xuAOakxML2y7KMp30PgqjBaJ1AyT4nkiQzbmIqUb8fz+5daFLTMI0t\nJNDqocxVAcA4a8GQzUlB4QzEAe7u1y5i+4Pddrt9ocPhWAdcDaw6WydD5Xc12AylD9lgMhzzkKUo\ndWEzHZKRS5JMhP1qknK/SnPZSxzZ/ybegA5dXOZ599vXucy2mJg4Sc/qhpgm9tndR4Y9YvGFen9F\nJZmdrW5WN7ThDkcxalRcnZXMnFQLGlGkrXWATHfPAVfdZ3S1lqCPz0efvISioMRHQKlUwCxXK7Lu\n/L7fU/0mkixDVLrgfqsL9f46FacTxBUfWAUFhTNGIT6Rr4y7Ea1Ky3vl/8IT8p61vrGggG8uu5kr\n/SW4IyK/enkrJUfaesrTbCa+t8BOoTtKSFDxQXge2+VifJ0VNJY+i99d3pcp9YvWTj/bS1sYk2Ji\nWmHySeVRSWZPWxdGtYrx1piAHfTWEA11YrROQFRpOXyoGYDCohQ8u3Ygh8OY58ztOfU/6v86LkER\nYBVGBL8D5tjt9g3EBNXHge8Av7Db7ZuICbRvD+P4FC4QpKiPfXLMz3+GLWZ1rjWkkpx7C7IcxVn5\nJpHQWZX5A4pJo+aGnBQeUSIW9wlZltnf3sXTB6t5v7oFf1RiUXoCv1o0kfnpCWiGOGBel3M7Xc6t\naPQ2knNvRRBUJOo15MWpaCSFGu/A+DwLCCM5htOoRtHAKigoIJyHKXGC3sr1eVfyTvm/+GfZ+3xr\n4h1nNcXSpqZx6/fvJP6//s57ajtP/WMPdy4pYPGs3Fi5LpYvdu3uOlZ7PewUcqiO2rhK+Byp4nWE\nSB066zwEcWgeWat31SPLcMXM7FPOrazTizcS7ZUSwOc6BIAxYRIed4DG2k7Ssy2YzHrqtsTMh+Pn\nzAUgKkUpc5WTpE8gSfF/VRgBOByODuDmUxQtGuKhKFzgVHR2US1nkqXxkWvS93xusIwlIetLuOo+\nxVnxJqnjvoWoGtr818nHRyyudSoRi8+BcrePz2pbqfcFEYFZNgtLMhIxa9UYNWrOfow9sPg7D+Oq\n+xRRbcSWfzui+tg9tjTdyvPlbWxwW5kky/02ExeEbi2swohD0cAqKIxijj6Wz/cRvzDrMvItOexs\n2cvmxu3n1EZtsXLVY//G3doKdNEgr66u5G8f7CYSjeUDEwSBxdOzeXBsFpaOEK0qI28Er6VKsNNS\nvZ6mshcJB1rPc6TnTzAUZf2eBsxxWmYVpZ6yzq62mGnO9ORYmH5ZlvB3lCCqDOjjcykvaQFg7IRU\nwi4XvtIS9IVj0dpivrQVnVX4IwEmJRedsn8FBQWFC5GoJLGiMZYyY5HVc5IAEW+bhck2i3CghdYj\nbyPLw5OrOduk597xWb0iFv9+XxUf1Thxd0fNH+1Uun08X1rHi4566n1BJieaeGRyDjflpgyboB/y\nN9Na9Q6CoMKWfztqXUKv8jyrlTFCA3URE6WdAyNaK/LryEQRYBUURjFyHyVYlaji7gl3YFAb+GfZ\nBzR6m8+tncHAZY/cy7KcLmxBF2tLXPz+pY14/OGeOhlp8Xx/oZ2JXpAQ+TQ8nfXS5fh9TppKn8Pd\nsmVQowLuLGvBF4ywcGoGGvXJj8iwJFHW6SVZryGjO3hT0FtLNOLBYB2PIKg4fKgFURQoGG+ja+tm\nkGXM3dpXgANtJQBMTFIEWAUFhYuDxtoOnn5nDw0BmQKhmmzjqYWchMwr0ZsLCXRV4Kr7dNiivB6N\nWPzdSWO4OTcFk0bFxuaOUS/IHuny83xpHc876qns8jPOYuShCdl8rSAm7A8X0XAXzoo3kKUQiTk3\noovLOqmOIIgUa8oQkXj7cBOHK/p36D1UAakUzh9FgFVQUDhvDSxAkiGBr4+/lbAU5sUDrxGKhs/e\nCBBUKsZ//at8f1EKY311lLWG+cUz66lqdPfU0WjV3LloLF+2WtB6wxySbLwRvIlmUuioX0FL+StE\ngq4+jPrsbOn2XS2edOpUPpVuP2FJpsh6LLiUv6MUAKO1CFerl9ZmD9l5iegNGtxbNoNKRfyMWT31\nD7SWohU1jFPyvyooKFwklDW5aR1jQhsNM0/ciag2nrKeIIgk596CRp+Cp3UHHue2IR5pb1SCwEyb\nhe9PzuWmnJMF2c5RIMjKstyjcf1raV2P4PpAURZ3j8skM05/9k4GESkawln5D6JhN5b0xcQlTDxt\nXZtOZoZ4CD8y7x1p7t8BiWJCPGJRjP0VFEYxPQrYPh4yTkuZzPzMuWyo38xrpW9x14TbEYVzOxdL\nXTif72al8+bLn7ORcTz5yja+ujCPpXPye8zOLh2fSn66mdd3VlMfr+Xd0AIuUdUzo2sjodJnsWZe\ngSnp0gFLh+D2hjh0xEVeejypiafefJV2xMySxltNPZ8FuioRBDV6Uy77v6gFYOzEFIK1tYTqaomb\ndgkqU6x+k8dJs6+FKckT0agGN8H7hUw0GuU3v3mC2toaBEHgscceR6vV8uSTP0cURfLyCnj00R/1\n+u0lSeKpp35NRUU5Go2Gf//3/0tm5smn9AoKCgOLOxRhvRwEUcDeVI4hK3haARZAVOmwFXyNJ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s00tVIMT+lk4OuDwc6JZC2oNholGJ3+w9wuPT8i+oiNMXO4MZxOkbQJbD4fgV4Cemc9hht9sX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2RGYLMJ7DFsRiv1zlpg2BI6UkJ8QctVL+v3tLPT588lsABra9ewqW0bb7RtY7l3KWrpvCv2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\n2JpYlkVmWhIbdzURiZjKufJAG129I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tilt')\n", - "ax.set_ylim(0,90)\n", + "tilts.plot(ax=ax);\n", + "ax.set_title('surface tilt');\n", + "ax.set_ylim(0,90);\n", "\n", "ax=axes[1,0]\n", - "azis.plot(ax=ax)\n", - "ax.set_title('surface azimuth')\n", - "ax.set_ylim(0,360)" + "azis.plot(ax=ax);\n", + "ax.set_title('surface azimuth');\n", + "ax.set_ylim(0,360);" ] }, { @@ -11073,635 +1268,9 @@ "outputs": [ { "data": { + "image/png": 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KI/krkVDJGjiBRiNx8NUqfN7AQjdLEJaUUEhh/+8rUBSVoq4jdKRbkWVZBPEoIwK5sChl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gcr=2/7.)\n", " aois[tilt] = tracker_data['aoi']\n", " \n", - "aois.plot()\n", - "plt.ylim(0,100)" + "aois.plot();\n", + "plt.ylim(0,100);" ] }, { @@ -11744,1778 +1313,9 @@ "outputs": [ { "data": { + "image/png": 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NySsrHs/QhBBCiKRm6DqNj/+USFsbte+r4A8ptZSmFvPFUSSvum6wdUMditXC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RGMlTJ7BLD0fbDry4iUBQ5/SR66SSy6Pafa04c/ccl0au8ETbNnZ0PFzsMXkxQWlwkOju3aiB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\nk8R69hR9+VVTa4yG5ip6zw0xNZm67fZzp0w69frNxVl3W87q1q4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"ax.set_ylim(0,90)\n", - "ax.set_title('aoi')\n", + "aois.plot(ax=ax);\n", + "ax.set_ylim(0,90);\n", + "ax.set_title('aoi');\n", "\n", "ax=axes[0,1]\n", - "thetas.plot(ax=ax)\n", - "ax.set_ylim(-90,90)\n", - "ax.set_title('tracker theta')\n", + "thetas.plot(ax=ax);\n", + "ax.set_ylim(-90,90);\n", + "ax.set_title('tracker theta');\n", "\n", "ax=axes[1,1]\n", - "tilts.plot(ax=ax)\n", - "ax.set_title('surface tilt')\n", - "ax.set_ylim(0,90)\n", + "tilts.plot(ax=ax);\n", + "ax.set_title('surface tilt');\n", + "ax.set_ylim(0,90);\n", "\n", "ax=axes[1,0]\n", - "azis.plot(ax=ax)\n", - "ax.set_title('surface azimuth')\n", - "ax.set_ylim(0,360)" + "azis.plot(ax=ax);\n", + "ax.set_title('surface azimuth');\n", + "ax.set_ylim(0,360);" ] }, { @@ -13586,392 +1386,9 @@ "outputs": [ { "data": { + "image/png": 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BLxO5Hm699TekpR1h9OixVFY6uOee+6ipqSYsLIy//e013G43t9xyHcXFRXzwwXtMmDCZ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\nhCsYPTSCuIs7xsxsnV1AeDiJf3xY7zB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max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()" + "tracker_data.plot();" ] }, { @@ -14000,449 +1417,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "(-100, 100)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-23 07:00:00+00:00 145.999454\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-22 22:00:00+00:00 154.427822\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8VfX9+PHX3Te5udl7JwQOBAhDNogKKiii1m39qrXW\n", - "PWoddf1sta21rda9cEtr66oLEBABZe+9DpAA2Xvc3Nzk3tx7z++PmwAKgYyb3JHP8/Hoo3jHOe9z\n", - 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I2erBTiRyIeANakvk8qkSeWMzAMbQXuhbP870W2cxPNFOiyaUbz7agqXM/yYI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\nik1DfSOb1++jV5/u9OrTI+5ypBMoyEUkFbp1L2T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f+/iA6B6fUwg+YvWzABTKq/j09Nr25Ffx1Ic7ufTcTK4578zNJ+/97UsaCOOm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\n/GYj27bsi7ukWGzZuJf8/AwjRvePuxSJkYJcRBK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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -14899,16 +1458,16 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Tucson, March')\n", - "plt.ylim(-100,100)\n", + "tracker_data.plot();\n", + "plt.title('Tucson, March');\n", + "plt.ylim(-100,100);\n", "\n", "tracker_data = pvlib.tracking.singleaxis(pyephem_joh['apparent_zenith'], pyephem_joh['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Johannesburg, March')\n", - "plt.ylim(-100,100)" + "tracker_data.plot();\n", + "plt.title('Johannesburg, March');\n", + "plt.ylim(-100,100);" ] }, { @@ -14919,456 +1478,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "(-100, 100)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 07:00:00+00:00 124.02889\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-22 22:00:00+00:00 176.430143\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8XPWd7//X9BmVUR31Ykm2j6vcMbgDNuC40VtCQpIl\n", - "fTfJTTaBZPfu3fvLbkgg2RD2JtndFLJZQkI3xZhiMDYGNyx3+7jI6r33qef3x0jGGNuqM2dG+jwf\n", - "Dx5Ympkzn6OR5j3f7/kWg6ZpCCGEECI6GfUuQAghhBAjJ0EuhBBCRDEJciGEECKKSZALIYQQUUyC\n", - "XAghhIhiEuRCCCFEFJMgF0IIIaKYWe8ChBCXpyjKY8CK/i9nAqVAL6AB16iq6tartqFSFOX/ACmq\n", - "qv6t3rUIMR5JkAsRwVRV/ebAvxVFOQfcq6rqAR1LGglZdUqIEJIgFyJKXdzSvfBrRVEygN8AChAA\n", - 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BQUWVDV06VxY+yuqFXLckGTSN7fs7OLZlt94lTRi+jg4qH/0J7spKMm66gfTP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\nz83KOABAfEKl0myiKUNWyI0xxoNi4qLpfs3p1K1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ee35JyNRpJPzo1iMeK6tp5YEX1zFpeCy3zc/p1XV6wpd/f77cNpDdz4QAYGR6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\n0K2kKK//frEcv47EnA22/iGls0dd/BA41syeAK4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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -15798,16 +1519,16 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Tucson, June')\n", - "plt.ylim(-100,100)\n", + "tracker_data.plot();\n", + "plt.title('Tucson, June');\n", + "plt.ylim(-100,100);\n", "\n", "tracker_data = pvlib.tracking.singleaxis(pyephem_joh['apparent_zenith'], pyephem_joh['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Johannesburg, June')\n", - "plt.ylim(-100,100)" + "tracker_data.plot();\n", + "plt.title('Johannesburg, June');\n", + "plt.ylim(-100,100);" ] }, { @@ -15818,392 +1539,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-23 07:00:00+00:00 169.873789\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-22 22:00:00+00:00 130.341177\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4VFX6wPHvzCSZ9EYSIIQk1BN6FRGRYkMUBNva1v6T\n", - "3bWvXewF2V2VXUVdu1iwrCIiICgq0kSKNGmHEiAQCCQhvc/M/f0xEwwa6mRyM5P38zw8JHdueU+S\n", - "O++ccs+xGIaBEEIIIfyT1ewAhBBCCHHyJJELIYQQfkwSuRBCCOHHJJELIYQQfkwSuRBCCOHHJJEL\n", - "IYQQfkwSuRBCCOHHgswOQIhAp5R6ERji+bYbkAlUAAZwmta6yqzYjkYpNQU4G8j1bAoB1gB3a633\n", - "mxzXJq31P82KQYimRBK5ED6mtb6z9mul1A7gKq31KhNDOl4GMElrPal2g1LqIWCuUqqf1tplYlxC\n", - 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geZavrLwSgKLCCnJd/l325vj7CxSBXDY4+oeUxkrkhuf/e4A3PYPZNgKfe0at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\nVzUrtjqZ9/S7lG/dQmT/AbS56x5s4eF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C+MSNgdkUFugwhBBeksiFED6RGrkQwUUSuRDCJ27DjUm+OoQIGnI2CiGazG24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\nSIhnTkkmMwvT2bG1nbL1jWzdvIea8lZmFqbzvjt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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -16642,14 +1580,14 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Tucson, December')\n", + "tracker_data.plot();\n", + "plt.title('Tucson, December');\n", "\n", "tracker_data = pvlib.tracking.singleaxis(pyephem_joh['apparent_zenith'], pyephem_joh['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.title('Johannesburg, December')" + "tracker_data.plot();\n", + "plt.title('Johannesburg, December');" ] }, { @@ -16660,281 +1598,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-23 07:00:00+00:00 169.873789\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-22 22:00:00+00:00 130.341177\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd8XHeV///XqFuWZMsq7r2cuLd0J3FCEiBLSJYOS9mw\n", - "m6Vs6GVhgS9lF5Zd2AQI+1u2sRs6C4ENENIgpDfHsSPHsX1sy73JKrbcJFllfn/cK0cxbrKluXPv\n", - "vJ+PRx6xZkYz58zVzLmfz/2UVDqdRkREROIpL+oARERE5OypkIuIiMSYCrmIiEiMqZCLiIjEmAq5\n", - "iIhIjKmQi4iIxJgKuYiISIwVRB2AyEAzs28BV4Q/zgY2AW1AGrjE3Tuiiu1UzOwO4BqgMbypCHge\n", - "+Ji7N0Qc11p3/6eoYjgVM/siMNLd3z8Az3Ul8G13n3uC+x4A3uruLYP5OiL9pUIuiePuH+79t5lt\n", - "Bv7M3VdEGNKZSgO3ufttvTeY2d8C95nZYnfviTCubJap+K4BUhl6LZEzpkIuOSVsvVW5+weP/9nM\n", - 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D6bfK8mJeu2QSh9u7uPvJLVGHI5J1VMhFEu6Xj26iqzvNG5ZOpbgoP+pwzso1i8dRVVHC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\n6ZtNEq33S0/d6hJ3Y6qHUlV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okEvkTBldyPDCHNZW1tDR2RV0OCK91j22Y7G61eUCqJBL5MRiMRbPKKelrYvN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\n4flBh3RWNfUtrNxazfqdtew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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -17252,15 +1639,15 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=False, gcr=2.0/7.0)\n", - "tracker_data['aoi'].plot()\n", - "plt.title('Tucson, December, no backtrack')\n", + "tracker_data['aoi'].plot();\n", + "plt.title('Tucson, December, no backtrack');\n", "\n", "tracker_data = pvlib.tracking.singleaxis(pyephem_joh['apparent_zenith'], pyephem_joh['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=False, gcr=2.0/7.0)\n", "plt.figure()\n", - "tracker_data['aoi'].plot()\n", - "plt.title('Johannesburg, December, no backtrack')" + "tracker_data['aoi'].plot();\n", + "plt.title('Johannesburg, December, no backtrack');" ] }, { @@ -17271,329 +1658,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-05-05 07:00:00+00:00 131.298319\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-05-04 22:00:00+00:00 169.883147\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3XmYpFdZ9/FvVVfv1fu+Tc+akz0hISQhQNjCGlYRQRAB\n", - "UVAUlEV50ZdFRRFBERQVXhVQUFkDKBDWJBAgkG2yzpnJbD29r9NL9VrL+8dTT09n0jPTS1U9S/0+\n", - "15Ur093VVffpp6ruOufc55xIJpNBREREginqdQAiIiKydUrkIiIiAaZELiIiEmBK5CIiIgGmRC4i\n", - "IhJgSuQiIiIBFvM6ABG/Mcb8HfCU7JcXAUeABSADXGutXfIqtrMxxnwaeA3wDGvtD9d8fydOG/7B\n", - "Wvt73kS3vmzMD1tr/yoH9/Va4JestS847ft1wFettU/f7mOc7XFEvKJELnIaa+1b3X8bY44Cv2qt\n", - 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DM16HU1Duh+DuFu1BEFZK5OJ7p3Z4K67h9XsfGac0FuWiXY1ehxIKl+9tBpy/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\nMsuezvxf85VkmuGJeXZ11BL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cImeydEMtBfkp5k2pijoUyQITRw2iclAxL22uo72jM+pwJMdFMkbu7p1mdjfw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\n1z9nZs8RfLH4WYZjkphYqdX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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -17885,15 +1699,15 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=False, gcr=2.0/7.0)\n", - "tracker_data['aoi'].plot()\n", - "plt.title('Tucson, May, no backtrack')\n", + "tracker_data['aoi'].plot();\n", + "plt.title('Tucson, May, no backtrack');\n", "\n", "tracker_data = pvlib.tracking.singleaxis(pyephem_joh['apparent_zenith'], pyephem_joh['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=False, gcr=2.0/7.0)\n", "plt.figure()\n", - "tracker_data['aoi'].plot()\n", - "plt.title('Johannesburg, May, no backtrack')" + "tracker_data['aoi'].plot();\n", + "plt.title('Johannesburg, May, no backtrack');" ] }, { @@ -17918,433 +1732,22 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "(-100, 100)" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-23 07:00:00+00:00 145.999454\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-22 22:00:00+00:00 154.427822\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4m+XV+PGvtmxZ3nvbcazEcZwEshMCJEACIUBZpW/f\n", - "QmnLHqWMQumPjreltKVlr7BLS0sLZSaEEBIge++lJHaG97ZlWbZkjd8fisNInNiO7EeSz+e6uJpa\n", - "0qPzWLKO7vu573NUPp8PIYQQQoQmtdIBCCGEEKL/JJELIYQQIUwSuRBCCBHCJJELIYQQIUwSuRBC\n", - "CBHCJJELIYQQIUw70E9gsVgmAX+0Wq3nWiyWAuB1wAvsBG6zWq0+i8VyA3Aj4AZ+b7VaFw50XEII\n", - "IUQ4GNARucVi+TnwEmA4+qPHgAetVusMQAVcarFYUoE7gKnAbOARi8WiH8i4hBBCiHAx0FPrB4DL\n", - 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Jg3ep5tvceVk0A0an7Rsxb9hdgw8YOyL5hOcSzq9fOJ/bySiRyF8BXrNYLN3X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\nrDvms33bzrhDep3q9W0tck1068oK+vqZmWWAlcD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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -18360,8 +1763,8 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.ylim(-100,100)" + "tracker_data.plot();\n", + "plt.ylim(-100,100);" ] }, { @@ -18372,407 +1775,24 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-03-23 07:00:00+00:00 145.999454\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-03-23 00:00:00-07:00 145.999454\n", + "2014-03-23 08:20:00-07:00 66.408142\n", + "2014-03-23 16:40:00-07:00 66.133195\n", + "Freq: 500T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XmcG9WZ6P1faVer1VLv7R0vuDA2NrYxi41XbIwJS0II\n", - "JGTPDJCNyTuZ+5mZcOfe+yY3meRNJsslmWESmFySyTaEsCTsYIxtjAFveAFTeF/avXdL6kV71fuH\n", - "1LaBdnuTVKrq5/v59Ke7pVLVc1pqPTqnnnNKMQwDIYQQQliTw+wAhBBCCHHuJJELIYQQFiaJXAgh\n", - "hLAwSeRCCCGEhUkiF0IIISxMErkQQghhYa5C7UhV1SuA72matvSk2+4Avqpp2vz873cCdwEZ4Nua\n", - "pj2lqqof+A1QD/QCn9U0rbNQcQkhhBB2VpAeuaqqfw88AHhPum028IWTfm8C7gHmAyuB76qq6gG+\n", - "BGzXNG0R8GvgnwoRkxBCCDESFGpofS9wC6AAqKpaC3wH+H8GbwMuBzZompbWNC2Wf8xMYAHwbH6b\n", - "Z4HlBYpJCCGEsL2CJHJN0x4lN1yOqqoO4D+ArwN9J21WBURP+r0XCOVvj73vNiGEEEKcgYKdIz/J\n", - "XGAKcD/gAy5WVfVHwBogeNJ2QSBCLokH33ebEEIIIc5AwRO5pmmbgBkAqqpOAP6gadrX8+fIv6Oq\n", - "qpdcgp8G7AI2ANcDm4BVwLrTHcMwDENRlNNtJoQQQtjFKZNeoRP5+6/Aogzepmlaq6qq9wHryQ3p\n", - "36tpWlJV1fuBX6mquh5IAnec7iCKotDR0VvYyMtIfX3Qtu2zc9tA2md10j7rsnPbINe+U1EsevUz\n", - 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UhaVjrqZgFHjpaG1X2ovqkncIMaK8WJqLe83oBSZHMrTeza+R3r2L+rnzqJuu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\nB729u7uLb3/776ocjTWl82lS+dQ5F7o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SGDeqD+NG9aGovIYlK/J574sEFnYdzU+LP2Dt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\nSUVORK5CYII=\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -18782,8 +1802,8 @@ "source": [ "irrad_data = pvlib.clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", "dni_et = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), index=times).tz_localize(tus.tz)\n", - "irrad_data.plot()\n", - "dni_et.plot(label='DNI ET')" + "irrad_data.plot();\n", + "dni_et.plot(label='DNI ET');" ] }, { @@ -18795,314 +1815,9 @@ "outputs": [ { "data": { + "image/png": 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R+YUM3brNqCQcG5pmfjGztLuan7a4/Rs92pNfzqKohdxaO22tnTLG1OIU9f8JPAS8x1p7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\nVm7d7kEbKYr7Xgnqa9fZXA3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pvlib.irradiance.grounddiffuse(tracker_data['surface_tilt'], irrad_data['ghi'], albedo=.25)\n", + "ground_irrad.plot();" ] }, { @@ -19123,244 +1838,9 @@ "outputs": [ { "data": { + "image/png": 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MT/HAo2Pu7bFRHto+Tr7ggjsWjXDIgR2sPbibE47o4aRjDmRwcLzGrd43pTMTBkenFeQN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\nRcpFh8KEh4Jc6t7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float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-22 22:00:00+00:00 176.430143\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-23 07:00:00+00:00 124.02889\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-06-23 00:00:00-07:00 124.028890\n", + "2014-06-23 08:20:00-07:00 54.415216\n", + "2014-06-23 16:40:00-07:00 55.981621\n", + "Freq: 500T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8XOWd7/HP9BmNujTqxZZkj4ssuWJwB2zAGNv0lpC2\n", - "m2yyYVNusgGS3bt7791sIEAWQjbJbjYbsgmhF4OxMWAwLuCG5W6Pi3rvZUbS1HP/GMkYcFGbOTPS\n", - "7/168QI05fyORjPfeZ7zFI2iKAghhBAiOmnVLkAIIYQQIydBLoQQQkQxCXIhhBAiikmQCyGEEFFM\n", - 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gqDjrc7dZTHoSrEYa2yTIAWxT81h3ZzEmfx+H6g18+D9vq11S1HDX1lD76MP4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\npk3/AkCnTl2ZNu1JTjyxDp999skx/gsbYw5H/VN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AZu2mpKTy2GNPMXv2u9x6650MGTK8WVW16dNvYs6cN5ttc6R6G9BUve1kTlTB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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -20718,29 +1952,30 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.ylim(-100,100)\n", + "tracker_data.plot();\n", + "plt.ylim(-100,100);\n", "\n", "irrad_data = pvlib.clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", "dni_et = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), index=times).tz_localize(tus.tz)\n", "plt.figure()\n", - "irrad_data.plot()\n", - "dni_et.plot(label='DNI ET')\n", + "irrad_data.plot();\n", + "dni_et.plot(label='DNI ET');\n", "\n", - "ground_irrad = pvlib.irradiance.grounddiffuse(tracker_data['surface_tilt'], irrad_data['GHI'], albedo=.25)\n", - "ground_irrad.plot()\n", + "ground_irrad = pvlib.irradiance.grounddiffuse(tracker_data['surface_tilt'], irrad_data['ghi'], albedo=.25)\n", + "ground_irrad.plot();\n", "\n", "ephem_data = pyephem_tus\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(tracker_data['surface_tilt'], tracker_data['surface_azimuth'], \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", "\n", - "global_in_plane = cosd(tracker_data['aoi'])*irrad_data['DNI'] + haydavies_diffuse + ground_irrad\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", + "\n", + "global_in_plane = cosd(tracker_data['aoi'])*irrad_data['dni'] + haydavies_diffuse + ground_irrad\n", "global_in_plane.plot(label='global in plane')\n", "\n", - "plt.legend()" + "plt.legend();" ] }, { @@ -20750,10 +1985,30 @@ "collapsed": false }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-23 07:00:00+00:00 169.873789\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-22 22:00:00+00:00 130.341177\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-12-23 07:00:00+00:00 169.873789\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n", + "pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw\n", + "2014-12-23 00:00:00-07:00 169.873789\n", + "2014-12-23 08:20:00-07:00 80.282775\n", + "2014-12-23 16:40:00-07:00 82.625894\n", + "Freq: 500T, Name: apparent_zenith, dtype: float64\n" + ] + }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 42, @@ -20762,387 +2017,9 @@ }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4HNW9//H3bFdb9d6tsi6yXHC3sU3v4NBzE5KQXEgu\n", 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Y7fazjnnsPeBuu92+zGaz/R24Ahj8cjlC+MHEwiQWrq1i1/5WJhYl0dnaA5iJ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\nCyECLisvgZxRvkliqipatI4TEhx9Lsp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st+1kS+U2tlRuZX15NuvLs3lb+4AB0ZmMiRvBiLihBMpAOnGMkkIuhI9rcbby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\npnjZI84dx2E0V2A4lWOo+EpmGUrlGEnnSWXyjGTyJN1XKpO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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -21666,27 +2054,27 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_tus['apparent_zenith'], pyephem_tus['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.ylim(-100,100)\n", + "tracker_data.plot();\n", + "plt.ylim(-100,100);\n", "\n", "irrad_data = pvlib.clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", "dni_et = pd.Series(pvlib.irradiance.extraradiation(times.dayofyear, method='asce'), index=times).tz_localize(tus.tz)\n", - "plt.figure()\n", - "irrad_data.plot()\n", - "dni_et.plot(label='DNI ET')\n", + "plt.figure();\n", + "irrad_data.plot();\n", + "dni_et.plot(label='DNI ET');\n", "\n", - "ground_irrad = pvlib.irradiance.grounddiffuse(tracker_data['surface_tilt'], irrad_data['GHI'], albedo=.25)\n", - "ground_irrad.plot()\n", + "ground_irrad = pvlib.irradiance.grounddiffuse(tracker_data['surface_tilt'], irrad_data['ghi'], albedo=.25)\n", + "ground_irrad.plot();\n", "\n", "ephem_data = pyephem_tus\n", "\n", "haydavies_diffuse = pvlib.irradiance.haydavies(tracker_data['surface_tilt'], tracker_data['surface_azimuth'], \n", - " irrad_data['DHI'], irrad_data['DNI'], dni_et,\n", + " irrad_data['dhi'], irrad_data['dni'], dni_et,\n", " ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "haydavies_diffuse.plot(label='haydavies diffuse')\n", + "haydavies_diffuse.plot(label='haydavies diffuse');\n", "\n", - "global_in_plane = cosd(tracker_data['aoi'])*irrad_data['DNI'] + haydavies_diffuse + ground_irrad\n", - "global_in_plane.plot(label='global in plane')\n", + "global_in_plane = cosd(tracker_data['aoi'])*irrad_data['dni'] + haydavies_diffuse + ground_irrad\n", + "global_in_plane.plot(label='global in plane');\n", "\n", "plt.legend()" ] @@ -21731,386 +2119,24 @@ "cell_type": "code", "execution_count": 44, "metadata": { - "collapsed": false + "collapsed": false, + "scrolled": true }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 44, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-01 06:00:00+00:00 121.104347\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFSCAYAAAAJjV0+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd8VFX+//HXpPdQktB7OfQmICCKvdJU7Kura1dsa1v1\n", - "Z18bIIpY1vVrXRWwrC6CDSvYlV4PvYSWQkivM/P7404wYkJNMpmZ9/Px4EEymbn3c+7cO+977r1z\n", - "j8vr9SIiIiKBKczfBYiIiMihU5CLiIgEMAW5iIhIAFOQi4iIBDAFuYiISABTkIuIiAQwBXmAMcZ4\n", - "jDFN6nF+fY0x2w7yNe8bYzKNMbF7Pe4xxjQxxlxqjPmkdisNLMaYjcaY/+z12EBjzIYqv59hjPnB\n", - "GLPIGLPMGDPDGNOqhul9Y4w5e6/H2htj8g+htpeMMccf7OsOYLpXGGOuPYDnbTTGDKjm8URfbUt8\n", - "y2SBMebyKn+fbYzpdhj1HfK2ZYwZ5Xv9eQf4/AeNMRcfyrxqgzHmNWPMnbU0rUuNMR9V83iyMear\n", - 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O69R47rxwAE2SYvxdVkCr9x65tbYCuLiaPx1bz6WIn5wyuC2x0RG8/skqJk1f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\ns31jFq3NCrkwbzp6LI1POY3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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -22125,9 +2151,9 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_abq['apparent_zenith'], pyephem_abq['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=180, max_angle=45,\n", " backtrack=False, gcr=2.0/7.0)\n", - "tracker_data.plot()\n", - "plt.ylim(-100,100)\n", - "plt.title('June 1, Albuquerque, NS Horizontal Single-Axis, no backtrack')" + "tracker_data.plot();\n", + "plt.ylim(-100,100);\n", + "plt.title('June 1, Albuquerque, NS Horizontal Single-Axis, no backtrack');" ] }, { @@ -22147,452 +2173,19 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-01 06:00:00+00:00 121.104347\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - 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oru+2uJrxYdhsZNzwWdIuuYyh5mYO//JnuJqbrC5L+Hm9Xt78j83saokhxjPA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\nYmLo128Qubm5hEIFzkZnjDHG/CFFOh95BOUGfbq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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -22607,9 +2200,9 @@ "tracker_data = pvlib.tracking.singleaxis(pyephem_abq['apparent_zenith'], pyephem_abq['apparent_azimuth'],\n", " axis_tilt=0, axis_azimuth=180, max_angle=45,\n", " backtrack=True, gcr=.3)\n", - "tracker_data.plot()\n", - "plt.ylim(-100,100)\n", - "plt.title('June 1, Albuquerque, NS Horizontal Single-Axis, with backtracking')" + "tracker_data.plot();\n", + "plt.ylim(-100,100);\n", + "plt.title('June 1, Albuquerque, NS Horizontal Single-Axis, with backtracking');" ] }, { @@ -22629,502 +2222,19 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw\n", + "2014-06-01 06:00:00+00:00 121.104347\n", + "Freq: 5000T, Name: apparent_zenith, dtype: float64\n" + ] }, { "data": { - "image/png": [ - 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0UoaJsIP2by7aBuD0/eOHIsgzkNuHXM/CtB/5MX0pz695jX/1mczwyCGONu2Y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\nBbn4UkZGmHmLJhHrHeTgXs0pHys7ao7y9BN7ycvPZt0d1ZS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" + ], + "text/plain": [ + " aoi surface_azimuth surface_tilt tracker_theta\n", + "0 10 90 0 0" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ "apparent_zenith = pd.Series([10])\n", - "apparent_azimuth = pd.Series([180,90])\n", + "apparent_azimuth = pd.Series([180])\n", + "# apparent_azimuth = pd.Series([180,90])\n", "tracker_data = pvlib.tracking.singleaxis(apparent_zenith, apparent_azimuth,\n", " axis_tilt=0, axis_azimuth=0, max_angle=90,\n", " backtrack=True, gcr=2.0/7.0)\n", @@ -24327,32 +3465,117 @@ ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": { "collapsed": true }, - "outputs": [], - "source": [] + "source": [ + "## Python and [module versions, and dates](http://nbviewer.ipython.org/github/jrjohansson/scientific-python-lectures/blob/master/Lecture-0-Scientific-Computing-with-Python.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/json": { + "Software versions": [ + { + "module": "Python", + "version": "2.7.8 32bit [MSC v.1500 32 bit (Intel)]" + }, + { + "module": "IPython", + "version": "3.2.0" + }, + { + "module": "OS", + "version": "Windows 7 6.1.7601 SP1" + }, + { + "module": "numpy", + "version": "1.9.2" + }, + { + "module": "scipy", + "version": "0.15.1" + }, + { + "module": "matplotlib", + "version": "1.4.3" + }, + { + "module": "pandas", + "version": "0.16.2" + }, + { + "module": "pvlib", + "version": "0.2.1dev" + } + ] + }, + "text/html": [ + "
SoftwareVersion
Python2.7.8 32bit [MSC v.1500 32 bit (Intel)]
IPython3.2.0
OSWindows 7 6.1.7601 SP1
numpy1.9.2
scipy0.15.1
matplotlib1.4.3
pandas0.16.2
pvlib0.2.1dev
Sun Jul 12 20:08:04 2015 South Africa Standard Time
" + ], + "text/latex": [ + "\\begin{tabular}{|l|l|}\\hline\n", + "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", + "Python & 2.7.8 32bit [MSC v.1500 32 bit (Intel)] \\\\ \\hline\n", + "IPython & 3.2.0 \\\\ \\hline\n", + "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n", + "numpy & 1.9.2 \\\\ \\hline\n", + "scipy & 0.15.1 \\\\ \\hline\n", + "matplotlib & 1.4.3 \\\\ \\hline\n", + "pandas & 0.16.2 \\\\ \\hline\n", + "pvlib & 0.2.1dev \\\\ \\hline\n", + "\\hline \\multicolumn{2}{|l|}{Sun Jul 12 20:08:04 2015 South Africa Standard Time} \\\\ \\hline\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "Software versions\n", + "Python 2.7.8 32bit [MSC v.1500 32 bit (Intel)]\n", + "IPython 3.2.0\n", + "OS Windows 7 6.1.7601 SP1\n", + "numpy 1.9.2\n", + "scipy 0.15.1\n", + "matplotlib 1.4.3\n", + "pandas 0.16.2\n", + "pvlib 0.2.1dev\n", + "Sun Jul 12 20:08:04 2015 South Africa Standard Time" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%load_ext version_information\n", + "%version_information numpy, scipy, matplotlib, pandas, pvlib" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 2", "language": "python", - "name": "python3" + "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 3 + "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.4.3" + "pygments_lexer": "ipython2", + "version": "2.7.8" } }, "nbformat": 4, diff --git a/pvlib/atmosphere.py b/pvlib/atmosphere.py index 4e6b4ae624..4d99cdb11b 100644 --- a/pvlib/atmosphere.py +++ b/pvlib/atmosphere.py @@ -208,10 +208,14 @@ def relativeairmass(zenith, model='kastenyoung1989'): "Global Horizontal Irradiance Clear Sky Models: Implementation and Analysis" Sandia Report, (2012). ''' + + print('pvlib.atmosphere.relativeairmass: zenith input z #cjwcjw') + print(zenith[::100]) z = zenith zenith_rad = np.radians(z) - + + model = model.lower() if 'kastenyoung1989' == model: diff --git a/pvlib/data/723650TYA.CSV b/pvlib/data/723650TYA.CSV new file mode 100644 index 0000000000..c70f70b4df --- /dev/null +++ b/pvlib/data/723650TYA.CSV @@ -0,0 +1,8762 @@ +723650,"ALBUQUERQUE INTL ARPT [ISIS]",NM,-7.0,35.040,-106.620,1619 +Date (MM/DD/YYYY),Time (HH:MM),ETR (W/m^2),ETRN (W/m^2),GHI (W/m^2),GHI source,GHI uncert (%),DNI (W/m^2),DNI source,DNI uncert (%),DHI (W/m^2),DHI source,DHI uncert (%),GH illum (lx),GH illum source,Global illum uncert (%),DN illum (lx),DN illum source,DN illum uncert (%),DH illum (lx),DH illum source,DH illum uncert (%),Zenith lum (cd/m^2),Zenith lum source,Zenith lum uncert (%),TotCld (tenths),TotCld source,TotCld uncert (code),OpqCld (tenths),OpqCld source,OpqCld uncert (code),Dry-bulb (C),Dry-bulb source,Dry-bulb uncert (code),Dew-point 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4496f56275..0fb5c4405b 100644 --- a/pvlib/irradiance.py +++ b/pvlib/irradiance.py @@ -386,7 +386,7 @@ def total_irrad(surface_tilt, surface_azimuth, elif model == 'king': sky = king(surface_tilt, dhi, ghi, solar_zenith) elif model == 'perez': - sky = perez(surface_tilt, surface_azimuth, dhi, dni, dni_extra, solar_zenith, solar_azimuth, AM, + sky = perez(surface_tilt, surface_azimuth, dhi, dni, dni_extra, solar_zenith, solar_azimuth, airmass, modelt=model_perez) else: raise ValueError('invalid model selection {}'.format(model)) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 83529dc012..d47fb4e968 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -5,6 +5,8 @@ from __future__ import division +import os.path + import logging pvl_logger = logging.getLogger('pvlib') @@ -470,7 +472,7 @@ def calcparams_desoto(poa_global, temp_cell, alpha_isc, module_parameters, return IL, I0, Rs, Rsh, nNsVth -def retrieve_sam(name=None, samfile=None): +def retrieve_sam(name=None, samfile=None, updatelocalFile=False): ''' Retrieve lastest module and inverter info from SAM website. @@ -494,12 +496,17 @@ def retrieve_sam(name=None, samfile=None): samfile : String Absolute path to the location of local versions of the SAM file. - If file is specified, the latest versions of the SAM database will - not be downloaded. The selected file must be in .csv format. + If file is specified, but not available, the latest versions of the SAM + database will be downloaded. The selected file must be in .csv format. If set to 'select', a dialogue will open allowing the user to navigate to the appropriate page. + updatelocalFile : Boolean + If True, download the file and save along samfile path. + If False, don't download. + If samfile is None, raise an error + Returns ------- A DataFrame containing all the elements of the desired database. @@ -540,28 +547,41 @@ def retrieve_sam(name=None, samfile=None): elif name == 'sandiainverter': url = 'https://sam.nrel.gov/sites/sam.nrel.gov/files/sam-library-sandia-inverters-2014-1-14.csv' elif samfile is None: - raise ValueError('invalid name {}'.format(name)) + raise ValueError('retrieve_sam: invalid name {}'.format(name)) if name is None and samfile is None: - raise ValueError('must supply name or samfile') + raise ValueError('retrieve_sam: must supply name or samfile') if samfile is None: - pvl_logger.info('retrieving {} from {}'.format(name, url)) - response = urlopen(url) - csvdata = io.StringIO(response.read().decode(errors='ignore')) + if updatelocalFile: + raise ValueError('retrieve_sam: to update a local file, samfile must not be None') + else: + pvl_logger.info('retrieve_sam: retrieving {} from {}'.format(name, url)) + response = urlopen(url) + csvdatapath = io.StringIO(response.read().decode(errors='ignore')) elif samfile == 'select': import Tkinter from tkFileDialog import askopenfilename Tkinter.Tk().withdraw() - csvdata = askopenfilename() - else: - csvdata = samfile + csvdatapath = askopenfilename() - return _parse_raw_sam_df(csvdata) + else: + if os.path.exists(samfile) and not updatelocalFile: + csvdatapath = samfile + else: + if not os.path.exists(os.path.dirname(samfile)): + os.makedirs(os.path.dirname(samfile)) + with open(samfile, "wt") as file: + pvl_logger.info('retrieve_sam: retrieving {} from {}'.format(name, url)) + response = urlopen(url) + file.write(response.read()) + csvdatapath = samfile + return _parse_raw_sam_df(csvdatapath) -def _parse_raw_sam_df(csvdata): - df = pd.read_csv(csvdata, index_col=0) + +def _parse_raw_sam_df(csvdatapath): + df = pd.read_csv(csvdatapath, index_col=0) parsedindex = [] for index in df.index: parsedindex.append(index.replace(' ', '_').replace('-', '_') @@ -717,7 +737,7 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): return dfout -def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): +def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback', ref_irrad=1000.): ''' Estimate cell and module temperatures per the Sandia PV Array Performance Model (SAPM, SAND2004-3535), from the incident @@ -764,6 +784,10 @@ def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): between the cell and module back surface at the reference irradiance, E0. + ref_irrad : float + Reference irradiance, default 1000 W/m2. + + Returns -------- DataFrame with columns 'temp_cell' and 'temp_module'. @@ -796,11 +820,14 @@ def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): b = model[1] deltaT = model[2] - E0 = 1000. # Reference irradiance - - temp_module = pd.Series(irrad*np.exp(a + b*wind) + temp) + # print('pvlib.pvsystem.sapm_celltemp #cjwcjw') + # print('irrad\n{}\n{}'.format(type(irrad),irrad)) + # print('wind\n{}\n{}'.format(type(wind),wind)) + # print('temp\n{}\n{}'.format(type(temp),temp)) + + temp_module = pd.Series(irrad * np.exp(a + b * wind) + temp) - temp_cell = temp_module + (irrad / E0)*(deltaT) + temp_cell = temp_module + (irrad / ref_irrad) * (deltaT) return pd.DataFrame({'temp_cell': temp_cell, 'temp_module': temp_module}) diff --git a/pvlib/solarposition.py b/pvlib/solarposition.py index 00eccd9cd1..23a9223601 100644 --- a/pvlib/solarposition.py +++ b/pvlib/solarposition.py @@ -477,6 +477,9 @@ def pyephem(time, location, pressure=101325, temperature=12): sun_coords['apparent_zenith'] = 90 - sun_coords['apparent_elevation'] sun_coords['zenith'] = 90 - sun_coords['elevation'] + print("pvlib.solarosition.pyephem: sun_coords['apparent_zenith'] #cjwcjw") + print(sun_coords['apparent_zenith'][::1000]) + try: return sun_coords.tz_convert(location.tz) except TypeError: diff --git a/pvlib/spa.py b/pvlib/spa.py index c7dac9fb17..c666c7104c 100644 --- a/pvlib/spa.py +++ b/pvlib/spa.py @@ -447,7 +447,8 @@ def julian_day_dt(year, month, day, hour, minute, second, microsecond): @jcompile('float64(float64)', nopython=True) def julian_day(unixtime): - jd = unixtime * 1.0 / 86400 + 2440587.5 + """unix time in seconds""" + jd = unixtime * 1.0 / 86400. + 2440587.5 return jd diff --git a/pvlib/tracking.py b/pvlib/tracking.py index 033b578084..3c1b7de2f9 100644 --- a/pvlib/tracking.py +++ b/pvlib/tracking.py @@ -124,8 +124,8 @@ def singleaxis(apparent_zenith, apparent_azimuth, pd.util.testing.assert_index_equal(apparent_azimuth.index, apparent_zenith.index) except AssertionError: - raise ValueError('apparent_azimuth.index and ' + - 'apparent_zenith.index must match.') + raise ValueError('apparent_azimuth.index {} and '.format(apparent_azimuth.index) + + 'apparent_zenith.index {} must match.'.format(apparent_zenith.index)) times = apparent_azimuth.index