diff --git a/main.ipynb b/main.ipynb new file mode 100644 index 0000000..7154bbc --- /dev/null +++ b/main.ipynb @@ -0,0 +1,224 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import timeit\n", + "from solcast_frames.latlng import LatLng\n", + "from solcast_frames.radiationframehandler import RadiationFrameHandler\n", + "from solcast_frames.powerframehandler import PowerFrameHandler\n", + "\n", + "import pandas as pd\n", + "import datetime\n", + "# import pvlib forecast models\n", + "from pvlib.forecast import GFS, NAM, NDFD, HRRR, RAP" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name: Sydney Tag:No wild Koalas [-33.867850, 151.215256] TimeZone: Australia/Sydney\n" + ] + } + ], + "source": [ + "plt.interactive(False) # Turn this off to create plots\n", + "location = LatLng(lat=-33.86785, lng=151.215256, name=\"Sydney\", tag=\"No wild Koalas\", timezone=\"Australia/Sydney\")\n", + "print(location.desc())" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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adDf2tqEKpy3dKHh8fI5cU4aBjtyq79vU22a1BRWk6a6uyNd3tdDanLG6xtWR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\ncFfCffJ4PJ7zllQsjVS1ICJvA+4BssA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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the power `pv_estimate`\n", + "# Required fields latlng valid position, capacity as integer > 0\n", + "# Adding in an optional keyword argument of an azimuth of 0\n", + "# The following optional keyword arguments are recognized by the solcast-py library\n", + "# azimuth | range: [-180 to 180] default: 0 in Southern Hemisphere, 180 in Northern Hemisphere\n", + "# tilt | range: [0 to 90] | default: 23\n", + "# install_date | format: yyyyMMdd Will be ignored if a loss_factor is supplied\n", + "# latest | [True, False] | default False\n", + "power_estimated_actuals = PowerFrameHandler.estimated_actuals(location, 5000, azimuth=0)\n", + "power_estimated_actuals.pv_estimate.plot()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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mqY0X/nO9cD51V/JrXDGqAYQUjYdyCnEUkM8onc5y6QFMghaB4z0AbQAK8ACM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\nbAmwBHi3pBenY68E3gcsAhYCZ0iagS9f+CZgMb6wSRBMCdEEFNSRP5v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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the power `pv_estimate`\n", + "# Required fields latlng valid position, capacity as integer > 0\n", + "# The following optional keyword arguments are recognized by the solcast-py library\n", + "# azimuth | range: [-180 to 180] default: 0 in Southern Hemisphere, 180 in Northern Hemisphere\n", + "# tilt | range: [0 to 90] | default: 23\n", + "# install_date | format: yyyyMMdd Will be ignored if a loss_factor is supplied\n", + "# loss_factor | [0 to 1] | default 0.9\n", + "fx_solcast_power = PowerFrameHandler.forecast(location, 5000)\n", + "fx_solcast_power.pv_estimate.plot()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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bPPt+mOhvW3Ob+96Plf1ksh84WAxf8/Y7eOq/fT8AnbHF6uhKRWTvStmH/e2l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\nv6yP24WpTsI68N+UUgfRjeRfm3jtt4GvA54vIm2l1DHgY8A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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the radiation `ghi` field\n", + "# Required fields latlng valid position\n", + "# The following optional keyword arguments are recognized by the solcast-py library\n", + "# latest | [True, False] | default False\n", + "radiation_estimated_actuals = RadiationFrameHandler.estimated_actuals(location,api_key = API_KEY)\n", + "radiation_estimated_actuals.ghi.plot()\n", + "# Plot the radiation `ghi` field\n", + "# Required fields latlng valid position\n", + "fx_solcast_radiation = RadiationFrameHandler.forecast(location)\n", + "fx_solcast_radiation.ghi.plot()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "#\n", + "# Following code is from http://pvlib-python.readthedocs.io/en/latest/forecasts.html\n", + "#" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Name: Tucson Tag:Cactus Land [32.200000, -110.900000] TimeZone: US/Arizona\n", + "Solcast Radiation Forecast Location: Tucson Time: 0.617759 (seconds)\n", + "pvlib (GFS) Radiation Forecast Location: Tucson Time: 6.108818 (seconds)\n" + ] + }, + { + "data": { + "image/png": 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ASmEm2mr7adjU47gDAauFSSpKeecKRnh1ggEXO2MqKC6ItqCoKmMOvwDFYQOx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2zvDv71wloG+CoY5+ldPjl8Zg2GrutUV1d7Ivu939zMyo1n0N76LLOv/yFDTjzF9Xs8eds7bNk4\nl6qSjXw1bwn8sPtsldubonzv4Tc5t7WFcbNyGDpxkut6Nu6M8Pfb78SKf8D3h74Nk2+B0T/otpz/\nnbOa1ld3UdZwPyNOn8yUK9z/IlqmTbL9RUZavQj7uzeQKA2fppBERQgNRQ2geHDyk1J2ehj5WhKS\n0YxOw2qK90oPn82ki053W01gr4chBfRufB8iJ0BWUbflJJUgtrGFVQteYOSpt5JTlJnhOZyuonAK\nmi9FxJlBmEcPOQYDTMxkwl0FD4DaZouyaVd6fp9PCp/ZkJSXsPQgqpIacONV0lv6iBdOoyjXzjiG\nHfSp/Ex/EEUroXLESS5r6CCdSLbT3FoZ6to/sZpjWA9ex9tlnOOVtei/HwWJ7ntCAKaqYltNrHn7\nKdoa3PdgbVsipXPSvnD3rzLiZwInfKIKAymFp30YSImKzZB5F0PNOxnJMdQgEKOjeRvJuDcjei3D\nxhKSPC1V2ZiBwQgEs1Ex0EOTOf6cy13WsCss08QyDHzhAw8/syIREpu7T9H/aeKoNBgf500hIpwP\nm1cGwzQsDNsmLJIZl1WGfRqbZCnSbqd20xpPegasFKFbJxljhrrmy1bKlTpA8S7ebtiohV8hv9gP\nrdtA634eBMBSNKTdxvZVb9DRklnfySHlG3s70leUngOjL85Iji/g8F4ZHa/y0h9+66KGe2EZTjNc\nUujUfulZqMpsqND9vW4iqji5Cy9LgO0dD6PUNQIio/c/EM5OeRh4PhPDSDjJ+QNRm0vDYNd//4Ca\nr38dqz2zg8+ngaPSYOwqOJ5W0gbDm4qOZKyJvO2/483E8TAjs2amgK5wnz0LK7mG1x/+BaYH3Ddm\nysOQ6dLdDBuMHBZYExDebhgCctQkKHpGSW8AU9VQ9SomXnwnvQcMPvyCbsLehzJ8d+/JMHBKRnJ8\nwWxUYSKUbLLye7mo4V6kQ1ImKlq/kyCc2X0UfzZWqhfDK8oN07DB7CAhAjBgSkbl5sGQ85oa0Td5\n/ZFDT9DsKRIdTgGJv2X9fo/t+tHNRN54g6LvXY+a7U0Zuhc4rMEQQlQIIV4XQqwWQnwshLg+db1A\nCDFPCLEh9X9+6roQQvxeCLFRCLFCCNE9cv1PAHlKFCV1yvDK1bdT1Mntob4wILP4sxACTVNR9MGc\n+LXvo6rup5zSp2HZQw9DTbHAettkJrH2PIbV2J5x6AzAUv0peV6GeRzZpcZ26GjISI4vFEYVSbTg\nCRx3Vvd5k44E6ZCkJixy1j+TcVn18cYHhGVHSqY3BsM2nQR9rb8aLnoqIxmhgA9LSqQdob1ht8sa\ndkU84ngO/ildc4LRDz+kbc4cel1zDflf/7qnOriNI/EwTOD7UspjgAnAtUKIY4CbgAVSyoHAgtTv\nADOBgal/VwF/cl3rHmJs81yGiBrAOw8j3WhVbu2A3SsylvMr9Q8oai6FfYaieMACa5sSLTCGzcXj\nnQsZbsR6MBVvR2B7RLdhmTYk96BYVkZJ5DRsLQDWHta+/Tf2bNvqnoIpmMZeRt1py6+DRQ9kJCcY\nyk4ZYQ+Nm2GDmoPuA9/z34LIwavbDoV+yQ1kC8dgePWdSs/D0PTMD04hn8Yq2ReEdwebNOIdEQCC\n4a4eRMO9f0Tt1YvCK7/p6f29wGENhpRyt5RyaerndmANUA6cDaSZ7x4Bzkn9fDbwN+ngfSBPCNHb\ndc17gNqSiWyUTjml15QLY5vnwJu/zliOqtjYVgs7Vi/2hMbEMm2EkoOR7nrN0MPQA+FUbFjxLCSR\nprf2CTNjPQFsLYhChIaaJZ7QhlumjaL2oibrWPyqmbFxCwbDKJgYHa/w79tvdllLB5Zpo2WfjlWR\nKtvN8MDwXt+r2IQjw7uudBuBxYj4h/CPr2Ukw6cp3CovRXjoCacRjzgGw7/9jc5riS1b6Hj3XQou\nuhDFq6ZhD9GtHIYQogoYDXwAlEgp0z5dLVCS+rkc2L7Psh2pa58ZmHn9qRfOBCzvDIYjd1XfC+H0\nnxzm2QeHqarY5jaWvXR/p4vrJizTxjZ20Nguaf3+bug7ISM5/mC20zOg9aWkX3+XtXSQjrf7ROaV\nZwDvFn6JhHB6OLx4/x3OoxK2544moFoZ6xryazxpT0RKk0TqtOo2LNPGViBPTeXHMuxIDvtUzDTd\nipcHBimJ+/Kh96iM5fh8KqBiZ8BF1R2k37NAx7bOa4333Q+aRt6Xv+zpvb3CERsMIUQW8DTwPSll\n276PyfS0oG5ACHGVEGKJEGKJF815h0Iu7eSJdhQtB92f2fyHQ2HfOnwzpy8UDcpclqrh5bAf07Cx\nkh8ztuVdwqFAxh2p/lCqZyB0Gsed9VWXtXRgGhYC0IXZI4MRC/UhKZywhhevqVP+axCQbU6Dfoa6\nhv0ar8mRnoZPLNPGbHsVrTZ19su0rDr6EVVKrSPTq5BU0kJgU583Ck77UcZy/p/yAAjvyr/T8AUC\nlATaCezDrZY1eTK9f3orWlH3e10+CzgigyGE0HGMxWNSymdSl+vSoabU/+ng506gYp/lfVLXukBK\n+Wcp5Tgp5biiT/jFK+lYxwnaanLLrmD0jMyoEA4F25KdSc++rYth17KMZVmaD9FJlOdBWa1powUn\nsbXPWLS5P8g46RnobIjyMt7ubEQ+rB6FpPrKXfhwwntebBq2aWMlVjJu19PELS1jXf2aQrHS5Gn4\nxDJspPDh11JcNhkO0CqwGihRWlB9vdD9mZU7HwpSys5kut/Xs+KPOq0EL8u/0xhy3Dguql4Ohsru\nn9yKlJKc6dM+t94FHFmVlAAeBNZIKfed9PM8kCbJ+Qbw3D7XL0lVS00AWvcJXX0mkKYHcMof3ce+\nk+EGbv47rJmTsSyp6Z3lg14kE50cRoCKYARWPQMZ3iMUCJFEkIw8x5y7fumylg7SBqMjUAwV4zOW\nMyC+kgLhzOzwYiM2DRtFq2Bn/gh0xco4zCOE4AbtcbwtVZZYuafSpyLo6JkhM7ISyCKoa+SVfYOq\nkaNd1rJrM+TonY/Bc9/JWNZzOefj5YyRTqR42aKbGml5/HES6zd4e79PAEfiYZwEXAxMFkIsT/2b\nBfwKmCqE2ABMSf0O8BKwGdgIPABc477aPYMedEpAI43Ps2LBK67L37esUhGZz0MAkFoAL6fD2aaN\nlVzPlo48uHFLRrQQ4NCG/8L8OopWTmn/oS5r6cA0nL9/e8mpMHn/SYhHim2lU6nBoa7wJochUbQi\n2nL6oCmyR+//49pMPB2gZNqYUpLVAxp2AN0fRvWQSyrdZNcY6E8vXwcomXsZAb8KQvU86b3g73/l\nhR1DyJ10HIOXL8M/cICn9/skcNhXXUq5kM424P2wX4NBKp9xbQ/18hS+dAmonfSET8YyJChh6kND\nyNKW9IjaWPpCKClvxavTsJVcT/89mfUKpBHyqVgCtMA4hp16gkvadUXaYPh7UFYJoIXySKATwiOD\nYdhIu4NwsgEZBNGDaWsb/YOpEDs9LVXWmp5ih9UBA3tgMIJZ2FaMtj3/ZMOiIAOPP9FFLVOesNBZ\nUzCTQVlPHPA71T5/Ps3/+Cd97vk9Svjgr/k3I39ilTKOnKJqpG17NvArKzuEpsfBF0bJgJ35s4ij\nstM7EMpBFQb+7K8wZuZZrsu3TAtFzWd7/gQK/bEenTDRg6jC2Sw8oQYxJRKbbBGFpzLn1tFVhXPV\nt5BSYiQ9qpIxbaJ6CeN3PACv35axnCKrniLRAniX9LYSq+i7e7HD0dWD97+/uguvR7RiRZxcTg8M\nmx7MQlNMBD5ULbMO/EMh7WFYSDQrup/BsNrb2f2TW+l49102n3kWu3/8Y1pfeOGA4xF0TcHnH8yw\n067zzFgAjJ90HJNKtlL7lzm0PP20Z/f5JHGUGowsVAykVJC2+3kMy5BIKVFTidWeuPqtOUP2lit6\nVAIqkfgxYOOCHskqUZswOp7n+TtuOvyTM4C0fawv/CoFxxzbo8qzPHMPfZU6EN7MKEiX/wIoM38N\nOZm3IZ1pvIT3I1ptGsID4Zw/ZizHF8rCr9r4cr5EvzHHuadgCpZpI+12Tqx9kDWtRft9p+p/cztW\nczP+IUMwdu2i7ZVX2fWDH1L/69/sJ8vWgp6GzzqRjCAltMx7j8SGjd7e6xPCUWkwgqmKnmT7U7zz\nxGOuy7dMG9vcwrE7/8HuWFaPDEZdyUQiwnFnvTIYYDuDnnqgJ8AjvvPwKkErbYm0JRawbcLPYHjm\nlSa+QBifplBcfS0jT5/hnpIppGdMAIgJV0MwP2NZtq6jqEUU9zvWLfW6IN2VbvtzoCzzewRTfTjS\nVjwZemYaNqDREKwiJxXmSUNKia+qil7f+haVj/yVqqeeYtB775J/wQU0PfYYya1buwrTQ1jJNax4\n9VckopkNDDsS3Hfbn1lYPxiZNPBVVXl2n08SR6fBCASQWNh2M617MqNCOBScyqN8GnIGk6VlzlYL\nzkhRUyumfNTlFFb0dVFLB5ZhYyNRRM+SswCaT8WhN/em/FfaHQxt+AfR9Ut7JCudw/KUSyrNz1W7\nCnoQSpSajuofyvDTvKHiNlJ0G3lmPWzNjNocIBDKRpAg3vIAH774vIsaOrAMG6EE2Z4/lvJQe6fB\nMOrqEUJQeMXlFF33XdTcXILDhyFUlZKbf0T1k0/sv1n7wmhCxR8u5uDp2Z5BSklHRwxr8FcA0Ms/\nU73LGeOoNBiKIrAFTn276U3SU1Hz6SjoT7ae7NHJvbrpHQZoDfj1AgJh90dfWilCN7WH3dMAZ1sv\nO01mHuUFQGCoWQx54ypY8lDGsvyhbIRM0LZnHps+/MA9JVNIV8kJIeG+k+hmT2tX+Hx7ZXoApxnS\npiiyBpY8eMjnStOk8S9/Ib569X6PBbNysABkOzEP6Lot0wnz+oh3NkMmt29n0/TpNP71rwdcIzSN\nwJAhAHS89x7ScPqEhC9E0F9M+dCv4A/17DN/MNiWCVIiks49tV6Fntznk8ZRaTAAXlQmAgqm4T5l\neLrTN1u0Y0t6RJRn5VXTYGu0NG70hvcoFZJQheyRngDF7MGreLtlSoQSYnvhqVSGWzKehQFOV7om\nDMzkbo+4pBziA1tocP6jPZrnLPQAZnwpbz/63xieVPQ53lBD2akwff9CAjuZJLHRib9Ly6L+jt+y\n5Svn0fp8Vy8i6PfxG/t8QHT2y7irp4W0Gjh2x9NsbC8EXxi9pITCb36TnJl7py+atknM7DrAKbZy\nFdsuu5zmJ58EQPFnORTnCfe52Tr1SPG+KZsWAqAW/p/B+Fxjk94fr4jyHH6mTRRseZvmsx6Hwszr\nr2WvAdSbgqYt/6ZuyyYXtXRgGDZS2qj0rF8EHBoT4VEOI33C1lLd5D3xhgKhbHTFIlxwCaOmznJD\nvS5I5zCkosLQnjEJCH8QRc2nqHIsQrj/dbVSrARKIAeyS/Z7vGPhQjafcSYdHyxC+HwMfO9dQscf\nz64f3czmc86l9mc/A0BVBIqqAApm0oO5LYYNjg+D0n8S5PVF+HwUfeda9JK9ev9+6e8559/nYO7D\nExUcMZzyu+4k/ytOeEjxh0kkati46Le01HrTU5w2GKK9DYRAKyjw5D6fNI5ag9FXrQWhdJIEugnL\nlJBK/CllI3rUhxFSwdbzyO1/JRXHDHdLxU4kkxa4FJKSuo5XJaCWYWNbTQzc/RQb2wt6pGs4EESk\nErReIF15pgrZo7wAgNBD+PQy+g6bhaa7X65qp/It+a0fQ817+z0ePPZYSv7nx4TGjHbms+Tn0+cP\n9+DvV01y0yaa//FP2ubNA+As9S1AxfJg0JfDypCqPDvpO8T3WDQ9+hhWZG/S2pY2czbPYVfHLpbW\ndc1z5cyYgUiF93R/GAUDaSU80RXo7O8SxaNR8/IQmvuzbD4NHLUGY7o5H1A8GfZiGc4mDCDWPAdm\n5q5vXmI3E9Q16LaOL+h+vNVIWjTnnsGU6voeexhourc5DGmh2kmkFD0KnwX9GjaSWNtznnX629j4\nZBJeuL5HsoQ/jEKCWCTiSR+OtCQRXx/6ti6ErQu7PGZFOtAKCii44ALEPsZKzfK0iwkAACAASURB\nVMqi6sknGfjuO/iPGUrtT27FbGykSGkCoXQ2WLoJ07T2sicoKm3z5lF3221dmExW7FnBnphDZPpq\nzav7yWh5+ml23XgTMq8PEZzPulfDntJelujo+MLkL+AoNhiv5czGy3h7eoCOsuDWzg96JvCHwyBj\nRJs/onHn9sMv6CYMw8ZQQvjDIQj1bAyo4vPjeBjeVEl1GuEeVnT5NQVbSGxjB8279uPF7DEsw8by\nDWZYpX1IwyaTSaJLl9L+2uska2poeuQRzIauHfeqP4SZXM2K+b+koyUzYsiDwbZskLCtYAqj8mu7\n6Jrcto1NM2cQW7nqgGuVQAA1O5uyX/0Kq7mZliee4InQVwHFoxzG3lJl5dFziC1ZRGDw4C4d3fNr\n5qMpGhN6T2DBtgXY//G9M+vraX3uORS9lJ04n3XPxsmmPAy1aQt62RejQgqOMoOx60c303D/n5FS\n0hosc07DnoSk9tncrlyQMQMoOPF2KWNEW96hbpP75GWWaROMr+T1ipth1v5NTt2Cz4+ildN7wPHu\nKLcP0slZwKFKOYKQVHztWqKLF+93XQjBk2IyTvjE/Q0jaViYvnIGFcUPqqe5Zw9bvvwVai64kB3X\nXMOm6TOou+1XbD7nXJI7dnQ+r6P4OKI4nx+3PTcz1T2tknoNUrraiQQ7f/ADZDxx2NNxYNAgsk49\nFREIoulODsMTr33fkNSor5Ks2YF/0N7mTSkl87fNZ0LvCZw74FwaYg0sr1/eRUZogjPrJbhuZef8\nca+GPaVzGCVjoeL++zy5x6eBL5zBsKXNC5teoD3ZtbQvuW0brc8+y54776T12X9TJWtQ1F5kFZa6\nrsO+bLVKXp8DMoBKKWmdN4+a677Ltquvpvlfj2MfYKJeMJiNlkr2ecV7FI6toHXVoiN6fuTtt2mf\nP/+AzVmq34/qG0TVse4nks0uHgaHzQvZHR1sveBCai6+hNpf/HK/1zaqZYEQnuSwkgkLy2ojHk0e\nUE+jtpaaS75BcscOyn79Kyof/TsFl11G2R13IONxGv+8d6SryO1NQjjhILfp7dNszYPq/smSxnKn\noa2lhR3XXEv8oxX0/sX/ovc+fJd6xZ/+SOFllzI9+SpCqFheVB4a+7z/oy/BrK9H77t3isLaprXs\njOxkauVUTulzCrqiM69mXhcZwWHDEIEA/uXvMVZZD3g3TjaQlcXg3pCV9cXgkErjC2cwXt/2Ojcv\nvJm7l97d5XrkjTedH3Sd+KqVjIy/jx46nVHTLnFdh3S8HUBd/vf9Hpemye6bbmLXd69j5/uvkaip\nofbWW6n96U8BMOrrkakNLhgMIBTni+JVbmBH/tc4p2wFrH5u/8fb22n829/46bu3smDrfHb96GYi\nb76FEILWF16g8eG/dhoPJRBESkm8I+q+nsa+DMASfPv3pESXLmP7LTfz5rY3MNpaCY4aSf4FF9D8\n97+z47vf7TL7YriyEa9Ow8mkjR57h9fXZR3QYDQ++BBmfT1lf/4T4TNnExo3jpIbf0juGbPp+/DD\nlNzy/zDq6mmd8yI5RNFTHoDbm5tT/i2JBUrJ88XAF6b+zrvoWLSI0p//jJxp07olr4g6FK2CnKI+\nruqZ1jX9/ts7twDg26eRdV7NPBShcFrFaWT5sjip7CTmb+t6sBE+H8FRo5Cr11KbnrjpwYEBoLBP\nX2YN6iA6t4H211735B6fBr5QBkNKyV9W/gWAp9c/zcbf/pJdt9xCdMkSWp59Fl+/fgz+4H1K/+d/\nIMV46kVDlJm0QTpfbnXZX7s+1tREzTcupfW553l2os63vy144edT6fvwQxRedhlGfT1bzjmXlmee\nBZwZxHSy1bqvq21KpCIJJpsg2XWjT2zeTM0FF1L3m9/wwTtP8bP3f0bxPx6m5KYbkVISef116n/9\na7ZffTXJrVuRWcVY8XdZ/NxPXc9j2KZEpjZObci0AxuMRR9Q9/YCvv/Kd3i5YxGVDz9M6f/8mJIf\n30LHm29Rc9HFRN5xqpZGyDU4BsMDDyNpEQuM4ZS+9V30lCnjVPy966l88gmub7yPK1+9skusPThi\nOIrPR/v8eez67/8mZ+fHFCvezO5wGGAF0eKxDMhuwrJUWl94gdyzziT/vPM6n9cQa+C6165jbdPa\nA8ox9+xh/Qknom6PooenMXD8zAM+rycw9/EwrKd+CIBvHw9jwbYFjCsZR37AoWGZUjmF2o5aVjV0\nzcEERwzH2ryZjdLJK3jlYQDYHRGsuER60D/zaeELZTAW1S5iVeMqrjn2GnRVZ8n292h7/gVqLrqY\n5MaNFH3nWpRUZ6fQ/RjRN/jgmT+4rkcyaWGR6vAM7D1htr/2OjUXXUx81SpWXDOZf50Mx5VN4LG1\n/6B1RCX+AQPQi4spu+2XmI0NtL74ohODF97Rm0tLktf+DiuH3grHfr3zemzlSmouvAizsZHHLq+i\no28hTYlm/tbwEko4jBCCsjvuoPimG4ktXcau/3cLLX1Ow9L6UjioeyfTI4FzwkwZjNNuBM2397FU\naaW85Mt87xKThE9w99K7iRqOASy48EJKf/4zjNpatl/xTTref5852efiVYLWNCwSejH9Qo3gCyOl\nZNeNN7H5jDOx2tpQwmHe0bawpG4JS+qW8MKmF/aTkTNzJtXPP4c6ZBw7pZNH8MJgSCkJqY43275o\nLTIaJf/887s87/6P7uf17a/zk3d/gnUAL1ctKCB72jRkXiAl1wsuKQup5FDRW0dJOCE6va/jYWxu\n2czm1s1MqZzS+fxTK05FExrztnUNS+mVlWCa+G1nE/cqh7Fm4Rv8aVkRBZeNIWeG+3xlnxa+UAbj\nwZUP0ivYi8uHX87Fx1zML0ZvxXryXvr88V76zXmBnFmzkKbJtm9eiX9jHUIJ4wvluq5HPGEitQpG\nVBgI/94TZsN992HHYhTc+zvu7PUh06qm8b8n/y9CCO5Zdk/n87ImTaLXNddQ/5vbafrHP0BxciBe\n9DdIS5If+5jmrU5CPb5uHZtmn8HWr30dJRik4c4beL6whuvHXM+s6ln8bfXfqO1wZjcLRaHw0ksp\nvPoqYh9+SE5jLbavD7mVp7lOG+14gimD4fNhR6M03Hcf2666ik2nn058/XoeWvUQEd3itom30RBr\n6PQ2AfLPO4/+L7+EkptLy5NPofp8CI9mZZuGjWLuYk+7AJ9jXIu+fwPZU6ciDQPLtvjDsj9QlVPF\nyF4juWvpXUSSkS4ytIICAoMGEc7KJSpSSW+XdTUNG2ScnE3PsaypN/EN21HCYQLD9/b7bG/fzlPr\nn2JA3gBWN67mmY3P7CdHqCq9f3ordnk+ychzLH7O/SRvMmlhaSWMGyDRowIlKws1zwkrzd82H4DJ\nFZM7n5/rz2V87/HM2zqvS1jK17cSgEn2x6i+AYRTMtxGXmlvhhc04/eAzufTxBfGYHzc+DHv7X6P\ni4+5GL/q57Jhl5Hnz+OumkfInjwZX6XzQUk30KiqihY4jkoPErSJhI3tq2Bcn0iXGHb5Hbcz4JW5\nPJO9ng6jgytHXElpuJSLhl7EnM1zWNO4pvO5QghC448numgxMpUzd5vGREqJsCWKtPCvfhJZ8x61\nt/4Uq6mJwssvo+rpp7i38RnKwmWc2e9Mrh9zPVLK/fJDuWedBYpC4WtPkUMjyfqNroekTMMGEaYg\n30/g0TPYc/fv2XPX3Rg7d5Fzxhm0FgZ4Yt0TnNn/TM7odwaz+83mkY8fYWdkb9msEgiQO3sW0UWL\nGJb8CPAm6W2aNjmRt3ivrqzz/deLiyn+/g1ohYXM3TqXjS0bufbYa7np+JtoiDXw5xV/3k9O5O2F\n2H9/kDzhGBMvPIy0EVaFTXxjDYGhQ7sY+3uX34umaNw/9X7GlYzj7qV30xJv2U+WtCwUAxS1N9m9\n3CfJjMctTGx8VoxkREHv0weRKiaZXzOfUUWjKAl37VSfUjmFHZEdrGte13nNV+noptk6vvAZ9B4w\n2HVdAXoPGMyY2DZ2/+l9zGZ3y6E/TXxhDMZDKx8iW8/mq4O+CkCWL4srR1zJ+7vf571dXTtY+/7l\nAezxwwBIRGP7yeopEkkTy45hxRPgC1P7s5/T/trr+Pr2JSZMHl3zKJP6TGJwgfNhvWLEFeT58/jt\nh7/tchoKjhyF1djINuHEai2XG6Jsy5mTLLDRonXE12wgtmwZRddfR/H3v8+i2BpW7FnBFSOuQFd1\nyrLKuGTYJczZPIePGz7ulKOXlODv3w+tZhvJ+Fp2fPQgiai7iW/LsFH1CnJOnEF40rfoeP99wiee\nSP8X51D641t4aONj2NLmqpFXAfC9Md9DEQp3fnhnFznFN93EgLfepI/cjlBy8QXdPwHaqfCZXT6G\nmDqCrV/7OvF1zqZl2AZ/XP5HBuUPYlrVNEYUjeCcAefw9zV/Z2vr1i5yoos+IPrAn6kUdY5clz1M\n27SRqTCfPvs2QiecRPbMveGTdU3reGnzS1w49EKKQ8XcPP5mIskIv1/2+/1k7bnrLnIeW4gWPJ7e\ng09yVU+ARMJCJlby+Ls6+Wf3pfKvDwOOB7SmaQ1T+k7Zb83kvpNRhNKlWkorLiY4ahRC2Ei8mYcD\nYHa0EWsTxLa3dIbBvwj4QhiMmrYa5tXM4/wh55O1T5Lxa0O+Rlm4jLuW3rVfE48aCGFEX2flK+7n\nMIykjYi+wb8/LsQmSOStt0hudnignlz/JK2JVq4ceWXn87N92Vw98mo+2P0B7+56t/N6YKjDtNlk\nOaW/blf0dAnzKBax9U5jYNZpk5FSct9H91EaLuWcAed0rrli+BUUBAq4fcntXYybf/AQxLadtAnn\nRO12MjGRdDbL2t6TsEZcQmL9eoJjxjjXOmp5cv2TnD3gbCqyHeNaGi7l8uGX88rWV7rQRCg+H0II\npO7Dl/1lRs+4yFU9IV2uaqLlVxDb0khs+XLUnBwAXtj0Atvat/GdY7+DkuKGun7M9QTUAL9Z3LUP\nxj9oEJgmCj58oWGE8zKfq3EgWIYEmcq15fWm+IYbKLjwws7H71l2D1m+LC4bfhkAA/MH8vUhX+ep\n9U/xcePHXWTpFRUoKUaDmAeHsGTSwtRLOa5PO4Gs7M5w1GvbXgPg9Mr9pkVTEChgXMm4LgZDKApV\nj/8LI8cg3nIvq96Y77quAIuee5LHlGNRQgEUf+Z9WJ81fCEMxsOrHsan+rhw6IVdrvtUH9eOvpbV\njau7UAW0znmR8E//CNLETLo/QMVIWhiBYZxYugslK4cB8+dRcNllJKwEf/34r4wvHc+oolFd1pw/\n+Hz6ZPXhdx/+rjOx6B/seCCF0QZ8OZcwdKK7yeR9E8mqkGhl5eSefTZ6STGLaxezrH4ZVwy/Ap+6\nN8Gc5cvi2mOv5cO6D3lt+2ud1wNDh0B9XZpCy/XwSSxhYsaXkHz0FiLvvQlSEhztDPz5y8q/IKXs\nYoQBLh1+KSWhEn69+NddDgz1v/0twTUO6ZyVcL+CxbYkijQJJPYQW/I+WlERWmkpSSvJfR/dx4he\nIzi14tTO5/cK9uJbo77F2zvf5q0db3Ve9w9y3n/NDhDMOpH80jJX9TT3DUmtndNZyg2wtG4pb+54\nkyuGX0Guf2+e75pjr6EgUMAv3/9ll9fU17cvim2SjDzHipf35uPcQjJhYWjFHF9UR8Oru+lY5PQN\nzauZx5CCIZ0Hhf/ElMopbGndwqaW/yDu1DRU31Cye7nfhwVgSgUFgV7sjfxPC597g1HXUcdzm57j\nnAHn0Cu4P7XF7OrZDMgbwD1L78GwndOUmp2FEo0hBNge0FgYhk3SV8Ex2bs7Y9hCVXl2w7M0xBr2\n29gAdFXn+rHXs755PXM2z3H0zMpCr6igunk1itoLXyDbVT0tQ5JmANWERc7UKZT9+lcA/OmjP1Ec\nLObcgefut+5LA79E/9z+3PnhnRiW85oGRoxAHzWKYo9mZSfiFqgFDMppIvm0cxIPjhzJ7shunt7w\nNOcMPIfyrK4UDEEtyPfGfo/Vjat5ftNeOm6zqQk1aWBEF7D8lX+6qieAtGwUaeKreY34io8IjBzp\ndJevf5LdHbv57ujvdsbf07hgyAVU5VTxm8W/IWk5G7e/ugo0DTtuYVm2+zkMw6HhB4i/+jxrRx2L\n1dqKlJK7lt5FUbCIC4Ze0GVNti+bG8bdwIqGFTy3cW/fjlZSgmKbOBMX3a88MwwLW8ZobzFoW9VA\ncutW6qP1fLTnowOGo9I4ve/pCESXA2PjX/6C/nEcPTSZosrMR/0eCqaRRAXULxCPFHwBDMajax5F\nSsmlwy494OOqovK9Md9jW/s2nlnvVHikp1/Z0qtxkhaYDbTEVXY/voy6227DsA0eXvUwo4pGcXzp\ngakzpldOZ3jhcO5Zdg9xMw6Af/Ag7A6JGV/OzrUH5vXJFJZpdcawNWyshPNaLK5dzJK6JVw+4nL8\n6v7utKZo3DDuBmraanhi/RMAhI8/nj6PPoaupJvM3DXE8YSJ1KuZVNWA0SbRiopQs7N5YKXTFX3V\niKsOuG529WxGFo3sUmZb9otfEJ0yHqTESMRd1RNI2WALdeRXSNY14R84gKgR5YEVDzCuZBwTek/Y\nb4mu6tx4/I3UtNXw6JpHAafRzFdRQdKIEGl8kM3Llrirpml1epjhC35Jr+9+ByUnh7d3vs2y+mV8\na9S3CGr7c3ad2e9MRheP5q6ld9GacHpE9JISBBIQeJEWMA0bPfYhj24ZzODffJm8885jwTZnBv2+\n5bT/ieJQMccWH8v8mr2hJ71PH+xsBSm9m4lhNu1AsQy0sPsMw58mPtcGozXRyhPrnmB61XT6ZB+8\nu/SUPqcwstdI/rnWOU1qpWm6A4HsATHgwWCZNqHIfObql9CxJYK5Zw8vbn6RXR27uGrkVfudLtMQ\nQvBfY/+LumgdL295GXC6WX0d7ZixhWz9aH9epB7pacjODcOKKKw/ZRod77/P/Svup1ewF18eePC5\n2RPLJzKh9wQeWPFA5+wBv6Z0sqC4fcp0elssVCOKUDUCw4axM7KTZzc8y5cHfpneWQemsBBCcONx\nN9IQa+h8/wGUQAg9PIWqkae6qicAlo2QJoqaA5aFr7KKf637F43xRq4bc91B3/+Ty0/m1D6ncv9H\n99OWbANALytDNwR68AQKytztoI7HLdIhqayRoym65hokjnfRN7vvAb1LcF7Tm8ffTEuihQdWOAZb\nCYWQWdmAN2zFTglwEt3ng36nIYRgQc0CqnOr6Z/X/5Brp1ZOZX3z+s6igpwZM0gMKSDR8ns+enX/\nHhhX9DUtVEuifUEGJ6XxuTYYj697nKgZ5YoRVxzyeUIIzuh/BptaN7GxeSNqVhiycxwSO08MhrMR\n+4JhjF270SureHjVwwzOH8zE8omHXHtc6XGUZ5XzylaHdlsvL0c3E/hzv8nI07/ksp57Y9j+kKTo\nhhvYVGDwwe4PuGzYZQQOMdVOCMH5g8+nMd7IolonnrzzuuuxU8VRbodPEkkLu2M+f1tVRe8LjqPi\nvj/x0MqHEELwzRHfPOTakUUjObbo2M5QX3zdegof+BcASZeruaQtEdJyJkXXOOR3sk8pD616iJPL\nT2Z08ehDrr9y5JVEzSgLapzTs15Whp4ANTCeApdZT6NxszMkZS+4D7O5mblb5rKheQPfGf0ddOXg\np+MhBUOYWjmV5zc93xnqFYUFznfK9GAyYGqKpaYH2XHX09Q31LC4bjFTK6cedu3UyqkIBC9vfbnz\nmkyPvvWA9wrAVEIotkQtr/ZE/qeFz7XBOGfAOdx6wq0Myj98HHJq5VQUoTB361wAtNJSNGl1cj65\nCdu0EZjodevAtqkrEGxu3cwFQy846OkyDSEEM6pm8P7u92mKN5H3pXNpPm8SQglgR9tc1dMybRSt\nN8NHjWJgWZJeV13JMw0LCGpBvjzo4N5FGhP7TCSsh5m7xXlN/UOHkCIBdd1gGEkLiYkuLNBDRI0o\nczbPYWb1TErDh08szqyeycaWjWxo3oCaFUbbU4fRMY+17z9/2LXdgWXtLSQQm50Q0kJlM62J1sMa\nNoARvUbQJ6sPL215CQC9vAzFSGJbbcTaI4dZ3T3E4iaKkkf/Iov6e15gz1138/i6x6nKqWJ61fTD\nrp9dPZvmRDPv73ofALWkGCG98dqd71QSzTJpX7CAl3e/ji1tZvebfdi1peFSxpaM5aXNLyGlJLlj\nJ3kvrwTwpNMfwOiIotgSrbBnIwM+a/hcG4ziUPERbWzgVKKMKxnHK1tfcYbJl5chpfPnu+1CS0ui\nSAOxxyFJe1NsIKAGmFZ5ZFVOM6tnYkmL+TXzUUIhlFAYM76Ijcv2n4jWE6QH3VjBXBL6MNp3b2Pu\n1rlMrZxKWD/8lEC/6uf0vqczf9t8klaSomuugXDqNXW5BDjNz6XaNlt+u4CFrz5M1Ixy7oADh03+\nE9OqpqEIhZe3vIxWUoLARsoI8Uirq3pahg1CJ1w+lpKOCEpONs/Uv0plTiVjisccdr0QgpnVM1lU\nu4iGWAN6WRmmiJNse4gNH7j7/scTForeh4l9mlEiBh0FQZbWL+XsAWd3lvweCieXn0yOL4cXt7wI\ngNa7D0hvchi2KdFlHC3SiJaXx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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Changing the location pvlib default model uses Tucson for examples\n", + "location = LatLng(lat=32.2, lng=-110.9, name=\"Tucson\", tag=\"Cactus Land\", timezone=\"US/Arizona\")\n", + "print(location.desc())\n", + "\n", + "start_time = timeit.default_timer()\n", + "radiationForecast = RadiationFrameHandler.forecast(location)\n", + "elapsed = timeit.default_timer() - start_time\n", + "print(\"Solcast Radiation Forecast Location: %s Time: %s (seconds)\" % (location.name, '%.6f' % elapsed))\n", + "\n", + "# specify time range with timezone\n", + "start = pd.Timestamp(datetime.date.today(), tz=location.timezone)\n", + "end = start + pd.Timedelta(days=7)\n", + "\n", + "start_time = timeit.default_timer()\n", + "# fx is a common abbreviation for forecast\n", + "fx_model = GFS() # From Forecast models http://pvlib-python.readthedocs.io/en/latest/api.html#forecast-models\n", + "fx_data = fx_model.get_processed_data(location.lat, location.lng, start, end)\n", + "elapsed = timeit.default_timer() - start_time\n", + "print(\"pvlib (GFS) Radiation Forecast Location: %s Time: %s (seconds)\" % (location.name, '%.6f' % elapsed))\n", + "\n", + "\n", + "plt.plot(fx_data.ghi, label=\"ghi - PVLIB (GFS)\")\n", + "plt.plot(radiationForecast.ghi, label=\"ghi - Solcast\", linestyle='dashdot')\n", + "\n", + "plt.plot(fx_data.dhi, label=\"dhi - PVLIB (GFS)\")\n", + "plt.plot(radiationForecast.dhi, label=\"dhi - Solcast\", linestyle='dashdot')\n", + "\n", + "plt.plot(fx_data.dni, label=\"dni - PVLIB (GFS)\")\n", + "plt.plot(radiationForecast.dni, label=\"dni - Solcast\", linestyle='dashdot')\n", + "\n", + "plt.legend()\n", + "plt.show()" + ] + } + ], + "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": "3.5.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}