{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ``solarposition.py`` tutorial\n", "\n", "This tutorial needs your help to make it better!\n", "\n", "Table of contents:\n", "1. [Setup](#Setup)\n", "2. [SPA output](#SPA-output)\n", "2. [Speed tests](#Speed-tests)\n", "\n", "This tutorial has been tested against the following package versions:\n", "* pvlib 0.3.0\n", "* Python 3.5.1\n", "* IPython 4.1\n", "* Pandas 0.18.0\n", "\n", "It should work with other Python and Pandas versions. It requires pvlib > 0.3.0 and IPython > 3.0.\n", "\n", "Authors:\n", "* Will Holmgren (@wholmgren), University of Arizona. July 2014, July 2015, March 2016" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import datetime\n", "\n", "# scientific python add-ons\n", "import numpy as np\n", "import pandas as pd\n", "\n", "# plotting stuff\n", "# first line makes the plots appear in the notebook\n", "%matplotlib inline \n", "import matplotlib.pyplot as plt\n", "\n", "# finally, we import the pvlib library\n", "import pvlib" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pvlib\n", "from pvlib.location import Location" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## SPA output" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Location: \n", " name: Tucson\n", " latitude: 32.2\n", " longitude: -111\n", " altitude: 700\n", " tz: US/Arizona\n", "Location: \n", " name: Golden\n", " latitude: 39.742476\n", " longitude: -105.1786\n", " altitude: 1830\n", " tz: America/Denver\n", "Location: \n", " name: Golden MST\n", " latitude: 39.742476\n", " longitude: -105.1786\n", " altitude: 1830\n", " tz: MST\n", "Location: \n", " name: Berlin\n", " latitude: 52.5167\n", " longitude: 13.3833\n", " altitude: 34\n", " tz: Europe/Berlin\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)\n", "berlin = Location(52.5167, 13.3833, 'Europe/Berlin', 34, 'Berlin')\n", "print(berlin)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "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": {}, "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')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "times" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-23 00:00:00-07:00 -34.028887 352.757414 -34.028887 \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 124.028887 124.028887 \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_zenith zenith apparent_elevation \\\n", "2014-06-23 00:00:00-07:00 124.028842 124.028842 -34.028842 \n", "2014-06-23 00:01:00-07:00 124.055012 124.055012 -34.055012 \n", "2014-06-23 00:02:00-07:00 124.080175 124.080175 -34.080175 \n", "2014-06-23 00:03:00-07:00 124.104329 124.104329 -34.104329 \n", "2014-06-23 00:04:00-07:00 124.127471 124.127471 -34.127471 \n", "\n", " elevation azimuth equation_of_time \n", "2014-06-23 00:00:00-07:00 -34.028842 352.757345 -2.150130 \n", "2014-06-23 00:01:00-07:00 -34.055012 353.032330 -2.150281 \n", "2014-06-23 00:02:00-07:00 -34.080175 353.307536 -2.150431 \n", "2014-06-23 00:03:00-07:00 -34.104329 353.582953 -2.150582 \n", "2014-06-23 00:04:00-07:00 -34.127471 353.858574 -2.150733 \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pyephemout = pvlib.solarposition.pyephem(times_loc, tus.latitude, tus.longitude)\n", "spaout = pvlib.solarposition.spa_python(times_loc, tus.latitude, tus.longitude)\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": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5,1,'azimuth')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "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": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "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 -25.359550 345.053043 -25.359550 \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 115.359550 115.359550 \n", "spa\n", " apparent_zenith zenith apparent_elevation \\\n", "2014-06-23 00:00:00-06:00 115.154766 115.154766 -25.154766 \n", "2014-06-23 00:01:00-06:00 115.207146 115.207146 -25.207146 \n", "2014-06-23 00:02:00-06:00 115.258730 115.258730 -25.258730 \n", "2014-06-23 00:03:00-06:00 115.309514 115.309514 -25.309514 \n", "2014-06-23 00:04:00-06:00 115.359497 115.359497 -25.359497 \n", "\n", " elevation azimuth equation_of_time \n", "2014-06-23 00:00:00-06:00 -25.154766 344.064134 -2.141078 \n", "2014-06-23 00:01:00-06:00 -25.207146 344.310880 -2.141229 \n", "2014-06-23 00:02:00-06:00 -25.258730 344.557936 -2.141380 \n", "2014-06-23 00:03:00-06:00 -25.309514 344.805299 -2.141531 \n", "2014-06-23 00:04:00-06:00 -25.359497 345.052965 -2.141682 \n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", "spaout = pvlib.solarposition.spa_python(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\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": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "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 -25.359550 345.053043 -25.359550 \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 115.359550 115.359550 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2014-06-23 00:00:00-06:00 -25.149499 -25.149499 344.061394 \n", "2014-06-23 00:01:00-06:00 -25.201890 -25.201890 344.308126 \n", "2014-06-23 00:02:00-06:00 -25.253483 -25.253483 344.555170 \n", "2014-06-23 00:03:00-06:00 -25.304277 -25.304277 344.802520 \n", "2014-06-23 00:04:00-06:00 -25.354270 -25.354270 345.050172 \n", "\n", " apparent_zenith zenith solar_time \n", "2014-06-23 00:00:00-06:00 115.149499 115.149499 22.952125 \n", "2014-06-23 00:01:00-06:00 115.201890 115.201890 22.968789 \n", "2014-06-23 00:02:00-06:00 115.253483 115.253483 22.985453 \n", "2014-06-23 00:03:00-06:00 115.304277 115.304277 23.002118 \n", "2014-06-23 00:04:00-06:00 115.354270 115.354270 23.018782 \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2014-06-23 00:00:00+02:00 -12.598822 343.918876 -12.598822 \n", "2014-06-23 00:01:00+02:00 -12.640668 344.149982 -12.640668 \n", "2014-06-23 00:02:00+02:00 -12.681923 344.381225 -12.681923 \n", "2014-06-23 00:03:00+02:00 -12.722587 344.612605 -12.722587 \n", "2014-06-23 00:04:00+02:00 -12.762658 344.844121 -12.762658 \n", "\n", " azimuth apparent_zenith zenith \n", "2014-06-23 00:00:00+02:00 343.918876 102.598822 102.598822 \n", "2014-06-23 00:01:00+02:00 344.149982 102.640668 102.640668 \n", "2014-06-23 00:02:00+02:00 344.381225 102.681923 102.681923 \n", "2014-06-23 00:03:00+02:00 344.612605 102.722587 102.722587 \n", "2014-06-23 00:04:00+02:00 344.844121 102.762658 102.762658 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2014-06-23 00:00:00+02:00 -12.593452 -12.593452 343.916041 \n", "2014-06-23 00:01:00+02:00 -12.635306 -12.635306 344.147120 \n", "2014-06-23 00:02:00+02:00 -12.676569 -12.676569 344.378348 \n", "2014-06-23 00:03:00+02:00 -12.717240 -12.717240 344.609723 \n", "2014-06-23 00:04:00+02:00 -12.757320 -12.757320 344.841244 \n", "\n", " apparent_zenith zenith solar_time \n", "2014-06-23 00:00:00+02:00 102.593452 102.593452 22.857453 \n", "2014-06-23 00:01:00+02:00 102.635306 102.635306 22.874117 \n", "2014-06-23 00:02:00+02:00 102.676569 102.676569 22.890781 \n", "2014-06-23 00:03:00+02:00 102.717240 102.717240 22.907446 \n", "2014-06-23 00:04:00+02:00 102.757320 102.757320 22.924110 \n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loc = berlin\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "ephemout['apparent_elevation'].plot(label='ephem apparent')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2015-03-28 00:00:00+01:00 -34.669825 356.421155 -34.669825 \n", "2015-03-28 00:05:00+01:00 -34.705895 357.939260 -34.705895 \n", "2015-03-28 00:10:00+01:00 -34.721813 359.458321 -34.721813 \n", "2015-03-28 00:15:00+01:00 -34.717561 0.977630 -34.717561 \n", "2015-03-28 00:20:00+01:00 -34.693143 2.496380 -34.693143 \n", "\n", " azimuth apparent_zenith zenith \n", "2015-03-28 00:00:00+01:00 356.421155 124.669825 124.669825 \n", "2015-03-28 00:05:00+01:00 357.939260 124.705895 124.705895 \n", "2015-03-28 00:10:00+01:00 359.458321 124.721813 124.721813 \n", "2015-03-28 00:15:00+01:00 0.977630 124.717561 124.717561 \n", "2015-03-28 00:20:00+01:00 2.496380 124.693143 124.693143 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2015-03-28 00:00:00+01:00 -34.667077 -34.667077 356.419216 \n", "2015-03-28 00:05:00+01:00 -34.703175 -34.703175 357.937292 \n", "2015-03-28 00:10:00+01:00 -34.719120 -34.719120 359.456355 \n", "2015-03-28 00:15:00+01:00 -34.714893 -34.714893 0.975640 \n", "2015-03-28 00:20:00+01:00 -34.690500 -34.690500 2.494378 \n", "\n", " apparent_zenith zenith solar_time \n", "2015-03-28 00:00:00+01:00 124.667077 124.667077 23.803474 \n", "2015-03-28 00:05:00+01:00 124.703175 124.703175 23.886825 \n", "2015-03-28 00:10:00+01:00 124.719120 124.719120 23.970175 \n", "2015-03-28 00:15:00+01:00 124.714893 124.714893 0.053526 \n", "2015-03-28 00:20:00+01:00 124.690500 124.690500 0.136877 \n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loc = berlin\n", "times = pd.DatetimeIndex(start=datetime.date(2015,3,28), end=datetime.date(2015,3,29), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "plt.figure()\n", "pyephemout['azimuth'].plot(label='pyephem')\n", "ephemout['azimuth'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('azimuth')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2015-03-30 00:00:00+02:00 -31.976429 338.920871 -31.976429 \n", "2015-03-30 00:05:00+02:00 -32.239797 340.360894 -32.239797 \n", "2015-03-30 00:10:00+02:00 -32.485100 341.809413 -32.485100 \n", "2015-03-30 00:15:00+02:00 -32.712074 343.265937 -32.712074 \n", "2015-03-30 00:20:00+02:00 -32.920477 344.729920 -32.920477 \n", "\n", " azimuth apparent_zenith zenith \n", "2015-03-30 00:00:00+02:00 338.920871 121.976429 121.976429 \n", "2015-03-30 00:05:00+02:00 340.360894 122.239797 122.239797 \n", "2015-03-30 00:10:00+02:00 341.809413 122.485100 122.485100 \n", "2015-03-30 00:15:00+02:00 343.265937 122.712074 122.712074 \n", "2015-03-30 00:20:00+02:00 344.729920 122.920477 122.920477 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2015-03-30 00:00:00+02:00 -31.973191 -31.973191 338.919052 \n", "2015-03-30 00:05:00+02:00 -32.236587 -32.236587 340.359056 \n", "2015-03-30 00:10:00+02:00 -32.481918 -32.481918 341.807546 \n", "2015-03-30 00:15:00+02:00 -32.708921 -32.708921 343.264033 \n", "2015-03-30 00:20:00+02:00 -32.917353 -32.917353 344.727991 \n", "\n", " apparent_zenith zenith solar_time \n", "2015-03-30 00:00:00+02:00 121.973191 121.973191 22.813319 \n", "2015-03-30 00:05:00+02:00 122.236587 122.236587 22.896670 \n", "2015-03-30 00:10:00+02:00 122.481918 122.481918 22.980021 \n", "2015-03-30 00:15:00+02:00 122.708921 122.708921 23.063372 \n", "2015-03-30 00:20:00+02:00 122.917353 122.917353 23.146722 \n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loc = berlin\n", "times = pd.DatetimeIndex(start=datetime.date(2015,3,30), end=datetime.date(2015,3,31), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "plt.figure()\n", "pyephemout['azimuth'].plot(label='pyephem')\n", "ephemout['azimuth'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('azimuth')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", "2015-06-28 00:00:00+02:00 -12.679250 343.659411 -12.679250 \n", "2015-06-28 00:05:00+02:00 -12.885989 344.817210 -12.885989 \n", "2015-06-28 00:10:00+02:00 -13.077872 345.978615 -13.077872 \n", "2015-06-28 00:15:00+02:00 -13.254779 347.143381 -13.254779 \n", "2015-06-28 00:20:00+02:00 -13.416591 348.311289 -13.416591 \n", "\n", " azimuth apparent_zenith zenith \n", "2015-06-28 00:00:00+02:00 343.659411 102.679250 102.679250 \n", "2015-06-28 00:05:00+02:00 344.817210 102.885989 102.885989 \n", "2015-06-28 00:10:00+02:00 345.978615 103.077872 103.077872 \n", "2015-06-28 00:15:00+02:00 347.143381 103.254779 103.254779 \n", "2015-06-28 00:20:00+02:00 348.311289 103.416591 103.416591 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2015-06-28 00:00:00+02:00 -12.674183 -12.674183 343.658144 \n", "2015-06-28 00:05:00+02:00 -12.880940 -12.880940 344.815897 \n", "2015-06-28 00:10:00+02:00 -13.072843 -13.072843 345.977260 \n", "2015-06-28 00:15:00+02:00 -13.249769 -13.249769 347.141996 \n", "2015-06-28 00:20:00+02:00 -13.411601 -13.411601 348.309859 \n", "\n", " apparent_zenith zenith solar_time \n", "2015-06-28 00:00:00+02:00 102.674183 102.674183 22.840578 \n", "2015-06-28 00:05:00+02:00 102.880940 102.880940 22.923900 \n", "2015-06-28 00:10:00+02:00 103.072843 103.072843 23.007221 \n", "2015-06-28 00:15:00+02:00 103.249769 103.249769 23.090542 \n", "2015-06-28 00:20:00+02:00 103.411601 103.411601 23.173864 \n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "loc = berlin\n", "times = pd.DatetimeIndex(start=datetime.date(2015,6,28), end=datetime.date(2015,6,29), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "plt.figure()\n", "pyephemout['azimuth'].plot(label='pyephem')\n", "ephemout['azimuth'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('azimuth')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(-10, 10)" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", "ephemout['apparent_elevation'].plot(label='ephem apparent')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "plt.xlim(pd.Timestamp('2015-06-28 02:00:00+02:00'), pd.Timestamp('2015-06-28 06:00:00+02:00'))\n", "plt.ylim(-10,10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Speed tests" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "times_loc = times.tz_localize(loc.tz)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "13.3 ms ± 377 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%%timeit\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times_loc, loc.latitude, loc.longitude)\n", "#ephemout = pvlib.solarposition.ephemeris(times, loc)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "15.4 ms ± 923 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%%timeit\n", "\n", "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.ephemeris(times_loc, loc.latitude, loc.longitude)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "11.2 ms ± 696 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%%timeit\n", "\n", "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", " method='nrel_numpy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This numba test will only work properly if you have installed numba. " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.6 ms ± 150 µs per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%%timeit\n", "\n", "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", " method='nrel_numba')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The numba calculation takes a long time the first time that it's run because it uses LLVM to compile the Python code to machine code. After that it's about 4-10 times faster depending on your machine. You can pass a ``numthreads`` argument to this function. The optimum ``numthreads`` depends on your machine and is equal to 4 by default." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2.52 ms ± 424 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" ] } ], "source": [ "%%timeit\n", "\n", "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", " method='nrel_numba', numthreads=16)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2.58 ms ± 389 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], "source": [ "%%timeit\n", "\n", "ephemout = pvlib.solarposition.spa_python(times_loc, loc.latitude, loc.longitude,\n", " how='numba', numthreads=16)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }