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5_Postprocess_flat_EW.ipynb

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"/home/walch/.local/lib/python3.6/site-packages/dask/config.py:129: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n",
" data = yaml.load(f.read()) or {}\n",
"/home/walch/.local/lib/python3.6/site-packages/distributed/config.py:20: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n",
" defaults = yaml.load(f)\n"
]
}
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"source": [
"import pandas as pd\n",
"import xarray as xr\n",
"import numpy as np\n",
"\n",
"import os\n",
"import time\n",
"\n",
"from pvlib.tools import cosd\n",
"\n",
"%matplotlib notebook\n",
"import matplotlib.pyplot as plt\n",
"import calendar"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"base_fp = '/scratch/walch/workdir_solar_MMH_base/files_MMH_base/' # '/work/hyenergy/output/solar_potential/technical_potential'\n",
"EW_path = '/scratch/walch/workdir_solar_EW_scenarios_MMH'"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"YEARS = [2010, 2016, 2017, 2018, 2019]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Load annual files and replace with new roofs"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"ROOF_FP = '/work/hyenergy/output/solar_potential/geographic_potential/CH_ROOFS_all_replaced.csv'\n",
"roofs = pd.read_csv( ROOF_FP, usecols = ['DF_UID', 'NEIGUNG', 'AUSRICHTUNG'] ).set_index('DF_UID')"
]
},
{
"cell_type": "code",
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"/home/walch/miniconda3/envs/py3_geo/lib/python3.6/site-packages/numpy/lib/arraysetops.py:569: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n",
" mask |= (ar1 == a)\n"
]
}
],
"source": [
"annual_roofs = pd.read_csv( os.path.join(base_fp, 'MMH_base_annual_roofs_flat.csv' ), index_col = 0 )\n",
"flat_roofs = pd.read_csv( os.path.join(EW_path, 'files_MMH', 'MMH_annual_roofs_flat.csv' ), \n",
" index_col = 0 )"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"annual_roofs = annual_roofs.merge(roofs, right_index = True, left_index = True)"
]
},
{
"cell_type": "code",
"execution_count": 7,
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" available_area BFS_NUMMER suitable Gt_kWh_m2 EPV_kWh \\\n",
"DF_UID \n",
"7 2.115733 2823.0 0 1035.63270 303.56158 \n",
"33 6.049142 2823.0 0 910.40090 872.53613 \n",
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"50 195.664046 2886.0 1 1265.25380 39211.78000 \n",
"51 167.634762 2886.0 1 1207.09130 32131.07800 \n",
"\n",
" NEIGUNG AUSRICHTUNG \n",
"DF_UID \n",
"7 9 -81.0 \n",
"33 0 0.0 \n",
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" available_area BFS_NUMMER suitable Gt_kWh_m2 EPV_kWh\n",
"DF_UID \n",
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"flat_roofs.head()"
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"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"baseline = xr.open_mfdataset(os.path.join(base_fp, '*.nc'))\n",
"base_sel = baseline.sel(DF_UID = baseline.DF_UID.isin(flat_roofs.index))"
]
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"text/plain": [
" yearly_PV_kWh yearly_kWh_m2\n",
"DF_UID \n",
"7 303.561584 1035.632690\n",
"33 872.536133 910.400879\n",
"49 1761.912354 826.218262\n",
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"... ... ...\n",
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"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
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"source": [
"base_sel[['yearly_PV_kWh', 'yearly_kWh_m2']].to_dataframe()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Compute difference in potential"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/walch/miniconda3/envs/py3_geo/lib/python3.6/site-packages/numpy/lib/arraysetops.py:569: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n",
" mask |= (ar1 == a)\n"
]
}
],
"source": [
"fp = '/work/hyenergy/output/solar_potential/technical_potential'\n",
"V0_estim = pd.read_csv( os.path.join(fp, 'pv_potential_annual_shared_v2.csv' ), index_col = 0 )"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"V0_estim['suitable'] = ((V0_estim.available_area >= 8) & (abs(roofs.AUSRICHTUNG) <= 90)).astype(int)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"V0_estim['PV_suitable_kWh'] = V0_estim.suitable * V0_estim.pv_potential_kWh_a"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
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},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"V0_estim.PV_suitable_kWh.sum() / 1e9"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Check hypotheses"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
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"execution_count": 15,
"metadata": {},
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],
"source": [
"V0_estim.loc[annual_roofs.index].PV_suitable_kWh.sum() / 1e9"
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"metadata": {},
"outputs": [
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},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"(annual_roofs.suitable * annual_roofs.EPV_kWh).sum() / 1e9"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
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"data": {
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},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"(flat_roofs.suitable * flat_roofs.EPV_kWh).sum() / 1e9"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
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"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"V0_estim[roofs.NEIGUNG == 0].PV_suitable_kWh.sum() / 1e9"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
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},
"execution_count": 19,
"metadata": {},
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"source": [
"V0_estim[roofs.NEIGUNG == 0].PV_suitable_kWh.sum() / 1e9 * 1.1547 # 1/cos(30)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
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"data": {
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},
"execution_count": 20,
"metadata": {},
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],
"source": [
"V0_estim[roofs.NEIGUNG <= 10].PV_suitable_kWh.sum() / 1e9"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
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},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"V0_estim[roofs.NEIGUNG <= 10].pv_potential_kWh_a.sum() / 1e9"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Load hourly data"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
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" --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
" --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
"}\n",
"\n",
"html[theme=dark],\n",
"body.vscode-dark {\n",
" --xr-font-color0: rgba(255, 255, 255, 1);\n",
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
" --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
" --xr-border-color: #1F1F1F;\n",
" --xr-disabled-color: #515151;\n",
" --xr-background-color: #111111;\n",
" --xr-background-color-row-even: #111111;\n",
" --xr-background-color-row-odd: #313131;\n",
"}\n",
"\n",
".xr-wrap {\n",
" display: block;\n",
" min-width: 300px;\n",
" max-width: 700px;\n",
"}\n",
"\n",
".xr-text-repr-fallback {\n",
" /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
" display: none;\n",
"}\n",
"\n",
".xr-header {\n",
" padding-top: 6px;\n",
" padding-bottom: 6px;\n",
" margin-bottom: 4px;\n",
" border-bottom: solid 1px var(--xr-border-color);\n",
"}\n",
"\n",
".xr-header > div,\n",
".xr-header > ul {\n",
" display: inline;\n",
" margin-top: 0;\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-obj-type,\n",
".xr-array-name {\n",
" margin-left: 2px;\n",
" margin-right: 10px;\n",
"}\n",
"\n",
".xr-obj-type {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-sections {\n",
" padding-left: 0 !important;\n",
" display: grid;\n",
" grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
"}\n",
"\n",
".xr-section-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-section-item input {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-item input + label {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label {\n",
" cursor: pointer;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label:hover {\n",
" color: var(--xr-font-color0);\n",
"}\n",
"\n",
".xr-section-summary {\n",
" grid-column: 1;\n",
" color: var(--xr-font-color2);\n",
" font-weight: 500;\n",
"}\n",
"\n",
".xr-section-summary > span {\n",
" display: inline-block;\n",
" padding-left: 0.5em;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-summary-in + label:before {\n",
" display: inline-block;\n",
" content: '►';\n",
" font-size: 11px;\n",
" width: 15px;\n",
" text-align: center;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label:before {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label:before {\n",
" content: '▼';\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label > span {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-summary,\n",
".xr-section-inline-details {\n",
" padding-top: 4px;\n",
" padding-bottom: 4px;\n",
"}\n",
"\n",
".xr-section-inline-details {\n",
" grid-column: 2 / -1;\n",
"}\n",
"\n",
".xr-section-details {\n",
" display: none;\n",
" grid-column: 1 / -1;\n",
" margin-bottom: 5px;\n",
"}\n",
"\n",
".xr-section-summary-in:checked ~ .xr-section-details {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-array-wrap {\n",
" grid-column: 1 / -1;\n",
" display: grid;\n",
" grid-template-columns: 20px auto;\n",
"}\n",
"\n",
".xr-array-wrap > label {\n",
" grid-column: 1;\n",
" vertical-align: top;\n",
"}\n",
"\n",
".xr-preview {\n",
" color: var(--xr-font-color3);\n",
"}\n",
"\n",
".xr-array-preview,\n",
".xr-array-data {\n",
" padding: 0 5px !important;\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-array-data,\n",
".xr-array-in:checked ~ .xr-array-preview {\n",
" display: none;\n",
"}\n",
"\n",
".xr-array-in:checked ~ .xr-array-data,\n",
".xr-array-preview {\n",
" display: inline-block;\n",
"}\n",
"\n",
".xr-dim-list {\n",
" display: inline-block !important;\n",
" list-style: none;\n",
" padding: 0 !important;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list li {\n",
" display: inline-block;\n",
" padding: 0;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list:before {\n",
" content: '(';\n",
"}\n",
"\n",
".xr-dim-list:after {\n",
" content: ')';\n",
"}\n",
"\n",
".xr-dim-list li:not(:last-child):after {\n",
" content: ',';\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-has-index {\n",
" font-weight: bold;\n",
"}\n",
"\n",
".xr-var-list,\n",
".xr-var-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-var-item > div,\n",
".xr-var-item label,\n",
".xr-var-item > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-even);\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-var-item > .xr-var-name:hover span {\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-var-list > li:nth-child(odd) > div,\n",
".xr-var-list > li:nth-child(odd) > label,\n",
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-odd);\n",
"}\n",
"\n",
".xr-var-name {\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-var-dims {\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-var-dtype {\n",
" grid-column: 3;\n",
" text-align: right;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-var-preview {\n",
" grid-column: 4;\n",
"}\n",
"\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
".xr-preview,\n",
".xr-attrs dt {\n",
" white-space: nowrap;\n",
" overflow: hidden;\n",
" text-overflow: ellipsis;\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-var-name:hover,\n",
".xr-var-dims:hover,\n",
".xr-var-dtype:hover,\n",
".xr-attrs dt:hover {\n",
" overflow: visible;\n",
" width: auto;\n",
" z-index: 1;\n",
"}\n",
"\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
".xr-var-data-in:checked ~ .xr-var-data {\n",
" display: block;\n",
"}\n",
"\n",
".xr-var-data > table {\n",
" float: right;\n",
"}\n",
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
"dl.xr-attrs {\n",
" padding: 0;\n",
" margin: 0;\n",
" display: grid;\n",
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
".xr-attrs dt, dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
" padding-right: 10px;\n",
" width: auto;\n",
"}\n",
"\n",
".xr-attrs dt {\n",
" font-weight: normal;\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-attrs dt:hover span {\n",
" display: inline-block;\n",
" background: var(--xr-background-color);\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-attrs dd {\n",
" grid-column: 2;\n",
" white-space: pre-wrap;\n",
" word-break: break-all;\n",
"}\n",
"\n",
".xr-icon-database,\n",
".xr-icon-file-text2 {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
" width: 1em;\n",
" height: 1.5em !important;\n",
" stroke-width: 0;\n",
" stroke: currentColor;\n",
" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (DF_UID: 1888887, timestamp: 148)\n",
"Coordinates:\n",
" * DF_UID (DF_UID) int64 7 33 49 50 ... 9890021 9890022 9890023\n",
" * timestamp (timestamp) datetime64[ns] 2001-01-15T08:00:00 ... 200...\n",
"Data variables:\n",
" pv_potential (DF_UID, timestamp) float32 dask.array&lt;chunksize=(1888887, 148), meta=np.ndarray&gt;\n",
" tilted_irradiance (DF_UID, timestamp) float32 dask.array&lt;chunksize=(1888887, 148), meta=np.ndarray&gt;</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-679cc99e-840a-4851-8515-2e2e04ac9331' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-679cc99e-840a-4851-8515-2e2e04ac9331' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>DF_UID</span>: 1888887</li><li><span class='xr-has-index'>timestamp</span>: 148</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-92323371-30bc-46a5-b388-fd502f3e26b2' class='xr-section-summary-in' type='checkbox' checked><label for='section-92323371-30bc-46a5-b388-fd502f3e26b2' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>DF_UID</span></div><div class='xr-var-dims'>(DF_UID)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>7 33 49 ... 9890021 9890022 9890023</div><input id='attrs-1f11f923-3a3f-481e-8d59-6af1d07ecd47' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1f11f923-3a3f-481e-8d59-6af1d07ecd47' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c95397ed-c30a-416f-9806-3856beee0d23' class='xr-var-data-in' type='checkbox'><label for='data-c95397ed-c30a-416f-9806-3856beee0d23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 7, 33, 49, ..., 9890021, 9890022, 9890023])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>timestamp</span></div><div class='xr-var-dims'>(timestamp)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-15T08:00:00 ... 2001-12-...</div><input id='attrs-0b57515e-038a-4e82-b4aa-41f6a738e8fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0b57515e-038a-4e82-b4aa-41f6a738e8fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d75d398-affb-4532-b1e0-2ea7fb9e21b6' class='xr-var-data-in' type='checkbox'><label for='data-9d75d398-affb-4532-b1e0-2ea7fb9e21b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-15T08:00:00.000000000&#x27;, &#x27;2001-01-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-01-15T10:00:00.000000000&#x27;, &#x27;2001-01-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-01-15T12:00:00.000000000&#x27;, &#x27;2001-01-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-01-15T14:00:00.000000000&#x27;, &#x27;2001-01-15T15:00:00.000000000&#x27;,\n",
" &#x27;2001-01-15T16:00:00.000000000&#x27;, &#x27;2001-02-15T07:00:00.000000000&#x27;,\n",
" &#x27;2001-02-15T08:00:00.000000000&#x27;, &#x27;2001-02-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-02-15T10:00:00.000000000&#x27;, &#x27;2001-02-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-02-15T12:00:00.000000000&#x27;, &#x27;2001-02-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-02-15T14:00:00.000000000&#x27;, &#x27;2001-02-15T15:00:00.000000000&#x27;,\n",
" &#x27;2001-02-15T16:00:00.000000000&#x27;, &#x27;2001-03-15T06:00:00.000000000&#x27;,\n",
" &#x27;2001-03-15T07:00:00.000000000&#x27;, &#x27;2001-03-15T08:00:00.000000000&#x27;,\n",
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" &#x27;2001-03-15T11:00:00.000000000&#x27;, &#x27;2001-03-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-03-15T13:00:00.000000000&#x27;, &#x27;2001-03-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-03-15T15:00:00.000000000&#x27;, &#x27;2001-03-15T16:00:00.000000000&#x27;,\n",
" &#x27;2001-03-15T17:00:00.000000000&#x27;, &#x27;2001-04-15T05:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T06:00:00.000000000&#x27;, &#x27;2001-04-15T07:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T08:00:00.000000000&#x27;, &#x27;2001-04-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T10:00:00.000000000&#x27;, &#x27;2001-04-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T12:00:00.000000000&#x27;, &#x27;2001-04-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T14:00:00.000000000&#x27;, &#x27;2001-04-15T15:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T16:00:00.000000000&#x27;, &#x27;2001-04-15T17:00:00.000000000&#x27;,\n",
" &#x27;2001-04-15T18:00:00.000000000&#x27;, &#x27;2001-05-15T04:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T05:00:00.000000000&#x27;, &#x27;2001-05-15T06:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T07:00:00.000000000&#x27;, &#x27;2001-05-15T08:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T09:00:00.000000000&#x27;, &#x27;2001-05-15T10:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T11:00:00.000000000&#x27;, &#x27;2001-05-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T13:00:00.000000000&#x27;, &#x27;2001-05-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T15:00:00.000000000&#x27;, &#x27;2001-05-15T16:00:00.000000000&#x27;,\n",
" &#x27;2001-05-15T17:00:00.000000000&#x27;, &#x27;2001-05-15T18:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T04:00:00.000000000&#x27;, &#x27;2001-06-15T05:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T06:00:00.000000000&#x27;, &#x27;2001-06-15T07:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T08:00:00.000000000&#x27;, &#x27;2001-06-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T10:00:00.000000000&#x27;, &#x27;2001-06-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T12:00:00.000000000&#x27;, &#x27;2001-06-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T14:00:00.000000000&#x27;, &#x27;2001-06-15T15:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T16:00:00.000000000&#x27;, &#x27;2001-06-15T17:00:00.000000000&#x27;,\n",
" &#x27;2001-06-15T18:00:00.000000000&#x27;, &#x27;2001-06-15T19:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T04:00:00.000000000&#x27;, &#x27;2001-07-15T05:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T06:00:00.000000000&#x27;, &#x27;2001-07-15T07:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T08:00:00.000000000&#x27;, &#x27;2001-07-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T10:00:00.000000000&#x27;, &#x27;2001-07-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T12:00:00.000000000&#x27;, &#x27;2001-07-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T14:00:00.000000000&#x27;, &#x27;2001-07-15T15:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T16:00:00.000000000&#x27;, &#x27;2001-07-15T17:00:00.000000000&#x27;,\n",
" &#x27;2001-07-15T18:00:00.000000000&#x27;, &#x27;2001-07-15T19:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T05:00:00.000000000&#x27;, &#x27;2001-08-15T06:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T07:00:00.000000000&#x27;, &#x27;2001-08-15T08:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T09:00:00.000000000&#x27;, &#x27;2001-08-15T10:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T11:00:00.000000000&#x27;, &#x27;2001-08-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T13:00:00.000000000&#x27;, &#x27;2001-08-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T15:00:00.000000000&#x27;, &#x27;2001-08-15T16:00:00.000000000&#x27;,\n",
" &#x27;2001-08-15T17:00:00.000000000&#x27;, &#x27;2001-08-15T18:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T05:00:00.000000000&#x27;, &#x27;2001-09-15T06:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T07:00:00.000000000&#x27;, &#x27;2001-09-15T08:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T09:00:00.000000000&#x27;, &#x27;2001-09-15T10:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T11:00:00.000000000&#x27;, &#x27;2001-09-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T13:00:00.000000000&#x27;, &#x27;2001-09-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T15:00:00.000000000&#x27;, &#x27;2001-09-15T16:00:00.000000000&#x27;,\n",
" &#x27;2001-09-15T17:00:00.000000000&#x27;, &#x27;2001-10-15T06:00:00.000000000&#x27;,\n",
" &#x27;2001-10-15T07:00:00.000000000&#x27;, &#x27;2001-10-15T08:00:00.000000000&#x27;,\n",
" &#x27;2001-10-15T09:00:00.000000000&#x27;, &#x27;2001-10-15T10:00:00.000000000&#x27;,\n",
" &#x27;2001-10-15T11:00:00.000000000&#x27;, &#x27;2001-10-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-10-15T13:00:00.000000000&#x27;, &#x27;2001-10-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-10-15T15:00:00.000000000&#x27;, &#x27;2001-10-15T16:00:00.000000000&#x27;,\n",
" &#x27;2001-11-15T07:00:00.000000000&#x27;, &#x27;2001-11-15T08:00:00.000000000&#x27;,\n",
" &#x27;2001-11-15T09:00:00.000000000&#x27;, &#x27;2001-11-15T10:00:00.000000000&#x27;,\n",
" &#x27;2001-11-15T11:00:00.000000000&#x27;, &#x27;2001-11-15T12:00:00.000000000&#x27;,\n",
" &#x27;2001-11-15T13:00:00.000000000&#x27;, &#x27;2001-11-15T14:00:00.000000000&#x27;,\n",
" &#x27;2001-11-15T15:00:00.000000000&#x27;, &#x27;2001-12-15T07:00:00.000000000&#x27;,\n",
" &#x27;2001-12-15T08:00:00.000000000&#x27;, &#x27;2001-12-15T09:00:00.000000000&#x27;,\n",
" &#x27;2001-12-15T10:00:00.000000000&#x27;, &#x27;2001-12-15T11:00:00.000000000&#x27;,\n",
" &#x27;2001-12-15T12:00:00.000000000&#x27;, &#x27;2001-12-15T13:00:00.000000000&#x27;,\n",
" &#x27;2001-12-15T14:00:00.000000000&#x27;, &#x27;2001-12-15T15:00:00.000000000&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9703c7cc-c96c-401d-b747-bca9f8e09ae2' class='xr-section-summary-in' type='checkbox' checked><label for='section-9703c7cc-c96c-401d-b747-bca9f8e09ae2' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>pv_potential</span></div><div class='xr-var-dims'>(DF_UID, timestamp)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1888887, 148), meta=np.ndarray&gt;</div><input id='attrs-5d68a3fa-12d6-4d86-90bf-5489f5246543' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5d68a3fa-12d6-4d86-90bf-5489f5246543' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ab4539a-ea69-4217-9223-7b19510825d2' class='xr-var-data-in' type='checkbox'><label for='data-9ab4539a-ea69-4217-9223-7b19510825d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>dask.array&lt;open_dataset-72c225c5f0bde769ecc8eefde5880015pv_potential, shape=(1888887, 148), dtype=float32, chunksize=(1888887, 148)&gt;</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>tilted_irradiance</span></div><div class='xr-var-dims'>(DF_UID, timestamp)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1888887, 148), meta=np.ndarray&gt;</div><input id='attrs-eca2953a-74c7-40a2-ac72-35104ae74116' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eca2953a-74c7-40a2-ac72-35104ae74116' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4d7d3aa-44e8-4fef-a307-58cb14d511cb' class='xr-var-data-in' type='checkbox'><label for='data-f4d7d3aa-44e8-4fef-a307-58cb14d511cb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>dask.array&lt;open_dataset-eb818b4400fc044edde25c5ec315c291tilted_irradiance, shape=(1888887, 148), dtype=float32, chunksize=(1888887, 148)&gt;</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-551394f5-4dba-4cd2-8aaf-de6bd7eafc43' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-551394f5-4dba-4cd2-8aaf-de6bd7eafc43' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (DF_UID: 1888887, timestamp: 148)\n",
"Coordinates:\n",
" * DF_UID (DF_UID) int64 7 33 49 50 ... 9890021 9890022 9890023\n",
" * timestamp (timestamp) datetime64[ns] 2001-01-15T08:00:00 ... 200...\n",
"Data variables:\n",
" pv_potential (DF_UID, timestamp) float32 dask.array<chunksize=(1888887, 148), meta=np.ndarray>\n",
" tilted_irradiance (DF_UID, timestamp) float32 dask.array<chunksize=(1888887, 148), meta=np.ndarray>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"EW_hourly = xr.open_mfdataset(os.path.join(EW_path, 'files_MMH', '*.nc'))[['pv_potential', 'tilted_irradiance']]\n",
"EW_hourly"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
"base_hourly = base_sel[['pv_potential', 'tilted_irradiance']]"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"cmp_ID = 49\n",
"data_hourly_sel = EW_hourly.sel(DF_UID = cmp_ID).drop('DF_UID')\n",
"base_hourly_sel = base_hourly.sel(DF_UID = cmp_ID).drop('DF_UID')"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"data_hourly_sel.coords['timestamp'] = (data_hourly_sel.timestamp.dt.month-1) * 24 + data_hourly_sel.timestamp.dt.hour\n",
"data_hourly_sel = xr.merge([xr.DataArray(coords = {'timestamp' : range(288)}, dims = ['timestamp'] ).rename('dummy'),\n",
" data_hourly_sel ] ).fillna(0)\n",
"\n",
"base_hourly_sel.coords['timestamp'] = (base_hourly_sel.timestamp.dt.month-1) * 24 + base_hourly_sel.timestamp.dt.hour\n",
"base_hourly_sel = xr.merge([xr.DataArray(coords = {'timestamp' : range(288)}, dims = ['timestamp'] ).rename('dummy'),\n",
" base_hourly_sel ] ).fillna(0)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
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"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
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" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
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" x0 = Math.floor(x0) + 0.5;\n",
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"\n",
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" 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
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" break;\n",
" case 2:\n",
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" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
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" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
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"}\n",
"\n",
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" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
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"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
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"\n",
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" (window.URL || window.webkitURL).revokeObjectURL(\n",
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" }\n",
"\n",
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" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" // select the cell after this one\n",
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
" IPython.notebook.select(index + 1);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
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\" width=\"1000\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" // select the cell after this one\n",
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
" IPython.notebook.select(index + 1);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
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\" width=\"1000\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize = (10, 3.5))\n",
"ax = plt.subplot()\n",
"xr.merge([base_hourly_sel.pv_potential.rename('baseline'), \n",
" data_hourly_sel.pv_potential.rename('EW scenario')]).to_dataframe().plot(ax = ax)\n",
"\n",
"ax.set_xticks(list(range(12, 24*12, 24)))\n",
"ax.set_xticklabels(calendar.month_abbr[1:])\n",
"plt.xlabel('')\n",
"plt.xlim((0, 12*24))\n",
"plt.ylabel('Power ($W$)')\n",
"\n",
"ax.set_axisbelow(True)\n",
"ax.yaxis.grid(linestyle = '--')\n",
"\n",
"plt.tight_layout()\n",
"\n",
"plt.figure(figsize = (10, 3.5))\n",
"ax = plt.subplot()\n",
"\n",
"xr.merge([base_hourly_sel.tilted_irradiance.rename('baseline'), \n",
" data_hourly_sel.tilted_irradiance.rename('EW scenario')]).to_dataframe().plot(ax = ax)\n",
"\n",
"ax.set_xticks(list(range(12, 24*12, 24)))\n",
"ax.set_xticklabels(calendar.month_abbr[1:])\n",
"plt.xlabel('')\n",
"plt.xlim((0, 12*24))\n",
"plt.ylabel('Radiation ($W/m^2$)')\n",
"\n",
"ax.set_axisbelow(True)\n",
"ax.yaxis.grid(linestyle = '--')\n",
"\n",
"plt.tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Check temporary files"
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {},
"outputs": [],
"source": [
"batch = 1"
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {},
"outputs": [],
"source": [
"gt = xr.open_mfdataset( os.path.join(EW_path, 'tmp_MMH', 'tilted_irrad_*.nc' ), concat_dim = 'DF_UID' )\n",
"pv = xr.open_mfdataset( os.path.join(EW_path, 'tmp_MMH', 'pv_potential_*.nc' ), concat_dim = 'DF_UID' )"
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {},
"outputs": [],
"source": [
"if 'timestamp' in gt.yearly_kWh_m2.coords:\n",
" gt['yearly_kWh_m2'] = gt['yearly_kWh_m2'].isel( timestamp = 0 )"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [],
"source": [
"if 'timestamp' in pv.yearly_PV_kWh.coords:\n",
" pv['yearly_PV_kWh'] = pv['yearly_PV_kWh'].isel( timestamp = 0 )"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"DF_UID\n",
"7 285.939636\n",
"33 1333.533813\n",
"49 1854.498413\n",
"50 59984.988281\n",
"51 49039.257812\n",
" ... \n",
"9890002 0.000000\n",
"9890020 1048.724854\n",
"9890021 215.477646\n",
"9890022 24290.589844\n",
"9890023 11211.538086\n",
"Name: yearly_PV_kWh, Length: 1888887, dtype: float32"
]
},
"execution_count": 112,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pv.yearly_PV_kWh.to_series()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot random roof"
]
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [
{
"data": {
"application/javascript": [
"/* Put everything inside the global mpl namespace */\n",
"window.mpl = {};\n",
"\n",
"\n",
"mpl.get_websocket_type = function() {\n",
" if (typeof(WebSocket) !== 'undefined') {\n",
" return WebSocket;\n",
" } else if (typeof(MozWebSocket) !== 'undefined') {\n",
" return MozWebSocket;\n",
" } else {\n",
" alert('Your browser does not have WebSocket support. ' +\n",
" 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
" 'Firefox 4 and 5 are also supported but you ' +\n",
" 'have to enable WebSockets in about:config.');\n",
" };\n",
"}\n",
"\n",
"mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n",
" this.id = figure_id;\n",
"\n",
" this.ws = websocket;\n",
"\n",
" this.supports_binary = (this.ws.binaryType != undefined);\n",
"\n",
" if (!this.supports_binary) {\n",
" var warnings = document.getElementById(\"mpl-warnings\");\n",
" if (warnings) {\n",
" warnings.style.display = 'block';\n",
" warnings.textContent = (\n",
" \"This browser does not support binary websocket messages. \" +\n",
" \"Performance may be slow.\");\n",
" }\n",
" }\n",
"\n",
" this.imageObj = new Image();\n",
"\n",
" this.context = undefined;\n",
" this.message = undefined;\n",
" this.canvas = undefined;\n",
" this.rubberband_canvas = undefined;\n",
" this.rubberband_context = undefined;\n",
" this.format_dropdown = undefined;\n",
"\n",
" this.image_mode = 'full';\n",
"\n",
" this.root = $('<div/>');\n",
" this._root_extra_style(this.root)\n",
" this.root.attr('style', 'display: inline-block');\n",
"\n",
" $(parent_element).append(this.root);\n",
"\n",
" this._init_header(this);\n",
" this._init_canvas(this);\n",
" this._init_toolbar(this);\n",
"\n",
" var fig = this;\n",
"\n",
" this.waiting = false;\n",
"\n",
" this.ws.onopen = function () {\n",
" fig.send_message(\"supports_binary\", {value: fig.supports_binary});\n",
" fig.send_message(\"send_image_mode\", {});\n",
" if (mpl.ratio != 1) {\n",
" fig.send_message(\"set_dpi_ratio\", {'dpi_ratio': mpl.ratio});\n",
" }\n",
" fig.send_message(\"refresh\", {});\n",
" }\n",
"\n",
" this.imageObj.onload = function() {\n",
" if (fig.image_mode == 'full') {\n",
" // Full images could contain transparency (where diff images\n",
" // almost always do), so we need to clear the canvas so that\n",
" // there is no ghosting.\n",
" fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n",
" }\n",
" fig.context.drawImage(fig.imageObj, 0, 0);\n",
" };\n",
"\n",
" this.imageObj.onunload = function() {\n",
" fig.ws.close();\n",
" }\n",
"\n",
" this.ws.onmessage = this._make_on_message_function(this);\n",
"\n",
" this.ondownload = ondownload;\n",
"}\n",
"\n",
"mpl.figure.prototype._init_header = function() {\n",
" var titlebar = $(\n",
" '<div class=\"ui-dialog-titlebar ui-widget-header ui-corner-all ' +\n",
" 'ui-helper-clearfix\"/>');\n",
" var titletext = $(\n",
" '<div class=\"ui-dialog-title\" style=\"width: 100%; ' +\n",
" 'text-align: center; padding: 3px;\"/>');\n",
" titlebar.append(titletext)\n",
" this.root.append(titlebar);\n",
" this.header = titletext[0];\n",
"}\n",
"\n",
"\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(canvas_div) {\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._init_canvas = function() {\n",
" var fig = this;\n",
"\n",
" var canvas_div = $('<div/>');\n",
"\n",
" canvas_div.attr('style', 'position: relative; clear: both; outline: 0');\n",
"\n",
" function canvas_keyboard_event(event) {\n",
" return fig.key_event(event, event['data']);\n",
" }\n",
"\n",
" canvas_div.keydown('key_press', canvas_keyboard_event);\n",
" canvas_div.keyup('key_release', canvas_keyboard_event);\n",
" this.canvas_div = canvas_div\n",
" this._canvas_extra_style(canvas_div)\n",
" this.root.append(canvas_div);\n",
"\n",
" var canvas = $('<canvas/>');\n",
" canvas.addClass('mpl-canvas');\n",
" canvas.attr('style', \"left: 0; top: 0; z-index: 0; outline: 0\")\n",
"\n",
" this.canvas = canvas[0];\n",
" this.context = canvas[0].getContext(\"2d\");\n",
"\n",
" var backingStore = this.context.backingStorePixelRatio ||\n",
"\tthis.context.webkitBackingStorePixelRatio ||\n",
"\tthis.context.mozBackingStorePixelRatio ||\n",
"\tthis.context.msBackingStorePixelRatio ||\n",
"\tthis.context.oBackingStorePixelRatio ||\n",
"\tthis.context.backingStorePixelRatio || 1;\n",
"\n",
" mpl.ratio = (window.devicePixelRatio || 1) / backingStore;\n",
"\n",
" var rubberband = $('<canvas/>');\n",
" rubberband.attr('style', \"position: absolute; left: 0; top: 0; z-index: 1;\")\n",
"\n",
" var pass_mouse_events = true;\n",
"\n",
" canvas_div.resizable({\n",
" start: function(event, ui) {\n",
" pass_mouse_events = false;\n",
" },\n",
" resize: function(event, ui) {\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" stop: function(event, ui) {\n",
" pass_mouse_events = true;\n",
" fig.request_resize(ui.size.width, ui.size.height);\n",
" },\n",
" });\n",
"\n",
" function mouse_event_fn(event) {\n",
" if (pass_mouse_events)\n",
" return fig.mouse_event(event, event['data']);\n",
" }\n",
"\n",
" rubberband.mousedown('button_press', mouse_event_fn);\n",
" rubberband.mouseup('button_release', mouse_event_fn);\n",
" // Throttle sequential mouse events to 1 every 20ms.\n",
" rubberband.mousemove('motion_notify', mouse_event_fn);\n",
"\n",
" rubberband.mouseenter('figure_enter', mouse_event_fn);\n",
" rubberband.mouseleave('figure_leave', mouse_event_fn);\n",
"\n",
" canvas_div.on(\"wheel\", function (event) {\n",
" event = event.originalEvent;\n",
" event['data'] = 'scroll'\n",
" if (event.deltaY < 0) {\n",
" event.step = 1;\n",
" } else {\n",
" event.step = -1;\n",
" }\n",
" mouse_event_fn(event);\n",
" });\n",
"\n",
" canvas_div.append(canvas);\n",
" canvas_div.append(rubberband);\n",
"\n",
" this.rubberband = rubberband;\n",
" this.rubberband_canvas = rubberband[0];\n",
" this.rubberband_context = rubberband[0].getContext(\"2d\");\n",
" this.rubberband_context.strokeStyle = \"#000000\";\n",
"\n",
" this._resize_canvas = function(width, height) {\n",
" // Keep the size of the canvas, canvas container, and rubber band\n",
" // canvas in synch.\n",
" canvas_div.css('width', width)\n",
" canvas_div.css('height', height)\n",
"\n",
" canvas.attr('width', width * mpl.ratio);\n",
" canvas.attr('height', height * mpl.ratio);\n",
" canvas.attr('style', 'width: ' + width + 'px; height: ' + height + 'px;');\n",
"\n",
" rubberband.attr('width', width);\n",
" rubberband.attr('height', height);\n",
" }\n",
"\n",
" // Set the figure to an initial 600x600px, this will subsequently be updated\n",
" // upon first draw.\n",
" this._resize_canvas(600, 600);\n",
"\n",
" // Disable right mouse context menu.\n",
" $(this.rubberband_canvas).bind(\"contextmenu\",function(e){\n",
" return false;\n",
" });\n",
"\n",
" function set_focus () {\n",
" canvas.focus();\n",
" canvas_div.focus();\n",
" }\n",
"\n",
" window.setTimeout(set_focus, 100);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items) {\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) {\n",
" // put a spacer in here.\n",
" continue;\n",
" }\n",
" var button = $('<button/>');\n",
" button.addClass('ui-button ui-widget ui-state-default ui-corner-all ' +\n",
" 'ui-button-icon-only');\n",
" button.attr('role', 'button');\n",
" button.attr('aria-disabled', 'false');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
"\n",
" var icon_img = $('<span/>');\n",
" icon_img.addClass('ui-button-icon-primary ui-icon');\n",
" icon_img.addClass(image);\n",
" icon_img.addClass('ui-corner-all');\n",
"\n",
" var tooltip_span = $('<span/>');\n",
" tooltip_span.addClass('ui-button-text');\n",
" tooltip_span.html(tooltip);\n",
"\n",
" button.append(icon_img);\n",
" button.append(tooltip_span);\n",
"\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" var fmt_picker_span = $('<span/>');\n",
"\n",
" var fmt_picker = $('<select/>');\n",
" fmt_picker.addClass('mpl-toolbar-option ui-widget ui-widget-content');\n",
" fmt_picker_span.append(fmt_picker);\n",
" nav_element.append(fmt_picker_span);\n",
" this.format_dropdown = fmt_picker[0];\n",
"\n",
" for (var ind in mpl.extensions) {\n",
" var fmt = mpl.extensions[ind];\n",
" var option = $(\n",
" '<option/>', {selected: fmt === mpl.default_extension}).html(fmt);\n",
" fmt_picker.append(option);\n",
" }\n",
"\n",
" // Add hover states to the ui-buttons\n",
" $( \".ui-button\" ).hover(\n",
" function() { $(this).addClass(\"ui-state-hover\");},\n",
" function() { $(this).removeClass(\"ui-state-hover\");}\n",
" );\n",
"\n",
" var status_bar = $('<span class=\"mpl-message\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"}\n",
"\n",
"mpl.figure.prototype.request_resize = function(x_pixels, y_pixels) {\n",
" // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
" // which will in turn request a refresh of the image.\n",
" this.send_message('resize', {'width': x_pixels, 'height': y_pixels});\n",
"}\n",
"\n",
"mpl.figure.prototype.send_message = function(type, properties) {\n",
" properties['type'] = type;\n",
" properties['figure_id'] = this.id;\n",
" this.ws.send(JSON.stringify(properties));\n",
"}\n",
"\n",
"mpl.figure.prototype.send_draw_message = function() {\n",
" if (!this.waiting) {\n",
" this.waiting = true;\n",
" this.ws.send(JSON.stringify({type: \"draw\", figure_id: this.id}));\n",
" }\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" var format_dropdown = fig.format_dropdown;\n",
" var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
" fig.ondownload(fig, format);\n",
"}\n",
"\n",
"\n",
"mpl.figure.prototype.handle_resize = function(fig, msg) {\n",
" var size = msg['size'];\n",
" if (size[0] != fig.canvas.width || size[1] != fig.canvas.height) {\n",
" fig._resize_canvas(size[0], size[1]);\n",
" fig.send_message(\"refresh\", {});\n",
" };\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_rubberband = function(fig, msg) {\n",
" var x0 = msg['x0'] / mpl.ratio;\n",
" var y0 = (fig.canvas.height - msg['y0']) / mpl.ratio;\n",
" var x1 = msg['x1'] / mpl.ratio;\n",
" var y1 = (fig.canvas.height - msg['y1']) / mpl.ratio;\n",
" x0 = Math.floor(x0) + 0.5;\n",
" y0 = Math.floor(y0) + 0.5;\n",
" x1 = Math.floor(x1) + 0.5;\n",
" y1 = Math.floor(y1) + 0.5;\n",
" var min_x = Math.min(x0, x1);\n",
" var min_y = Math.min(y0, y1);\n",
" var width = Math.abs(x1 - x0);\n",
" var height = Math.abs(y1 - y0);\n",
"\n",
" fig.rubberband_context.clearRect(\n",
" 0, 0, fig.canvas.width / mpl.ratio, fig.canvas.height / mpl.ratio);\n",
"\n",
" fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_figure_label = function(fig, msg) {\n",
" // Updates the figure title.\n",
" fig.header.textContent = msg['label'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_cursor = function(fig, msg) {\n",
" var cursor = msg['cursor'];\n",
" switch(cursor)\n",
" {\n",
" case 0:\n",
" cursor = 'pointer';\n",
" break;\n",
" case 1:\n",
" cursor = 'default';\n",
" break;\n",
" case 2:\n",
" cursor = 'crosshair';\n",
" break;\n",
" case 3:\n",
" cursor = 'move';\n",
" break;\n",
" }\n",
" fig.rubberband_canvas.style.cursor = cursor;\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_message = function(fig, msg) {\n",
" fig.message.textContent = msg['message'];\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_draw = function(fig, msg) {\n",
" // Request the server to send over a new figure.\n",
" fig.send_draw_message();\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_image_mode = function(fig, msg) {\n",
" fig.image_mode = msg['mode'];\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Called whenever the canvas gets updated.\n",
" this.send_message(\"ack\", {});\n",
"}\n",
"\n",
"// A function to construct a web socket function for onmessage handling.\n",
"// Called in the figure constructor.\n",
"mpl.figure.prototype._make_on_message_function = function(fig) {\n",
" return function socket_on_message(evt) {\n",
" if (evt.data instanceof Blob) {\n",
" /* FIXME: We get \"Resource interpreted as Image but\n",
" * transferred with MIME type text/plain:\" errors on\n",
" * Chrome. But how to set the MIME type? It doesn't seem\n",
" * to be part of the websocket stream */\n",
" evt.data.type = \"image/png\";\n",
"\n",
" /* Free the memory for the previous frames */\n",
" if (fig.imageObj.src) {\n",
" (window.URL || window.webkitURL).revokeObjectURL(\n",
" fig.imageObj.src);\n",
" }\n",
"\n",
" fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
" evt.data);\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
" else if (typeof evt.data === 'string' && evt.data.slice(0, 21) == \"data:image/png;base64\") {\n",
" fig.imageObj.src = evt.data;\n",
" fig.updated_canvas_event();\n",
" fig.waiting = false;\n",
" return;\n",
" }\n",
"\n",
" var msg = JSON.parse(evt.data);\n",
" var msg_type = msg['type'];\n",
"\n",
" // Call the \"handle_{type}\" callback, which takes\n",
" // the figure and JSON message as its only arguments.\n",
" try {\n",
" var callback = fig[\"handle_\" + msg_type];\n",
" } catch (e) {\n",
" console.log(\"No handler for the '\" + msg_type + \"' message type: \", msg);\n",
" return;\n",
" }\n",
"\n",
" if (callback) {\n",
" try {\n",
" // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
" callback(fig, msg);\n",
" } catch (e) {\n",
" console.log(\"Exception inside the 'handler_\" + msg_type + \"' callback:\", e, e.stack, msg);\n",
" }\n",
" }\n",
" };\n",
"}\n",
"\n",
"// from http://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n",
"mpl.findpos = function(e) {\n",
" //this section is from http://www.quirksmode.org/js/events_properties.html\n",
" var targ;\n",
" if (!e)\n",
" e = window.event;\n",
" if (e.target)\n",
" targ = e.target;\n",
" else if (e.srcElement)\n",
" targ = e.srcElement;\n",
" if (targ.nodeType == 3) // defeat Safari bug\n",
" targ = targ.parentNode;\n",
"\n",
" // jQuery normalizes the pageX and pageY\n",
" // pageX,Y are the mouse positions relative to the document\n",
" // offset() returns the position of the element relative to the document\n",
" var x = e.pageX - $(targ).offset().left;\n",
" var y = e.pageY - $(targ).offset().top;\n",
"\n",
" return {\"x\": x, \"y\": y};\n",
"};\n",
"\n",
"/*\n",
" * return a copy of an object with only non-object keys\n",
" * we need this to avoid circular references\n",
" * http://stackoverflow.com/a/24161582/3208463\n",
" */\n",
"function simpleKeys (original) {\n",
" return Object.keys(original).reduce(function (obj, key) {\n",
" if (typeof original[key] !== 'object')\n",
" obj[key] = original[key]\n",
" return obj;\n",
" }, {});\n",
"}\n",
"\n",
"mpl.figure.prototype.mouse_event = function(event, name) {\n",
" var canvas_pos = mpl.findpos(event)\n",
"\n",
" if (name === 'button_press')\n",
" {\n",
" this.canvas.focus();\n",
" this.canvas_div.focus();\n",
" }\n",
"\n",
" var x = canvas_pos.x * mpl.ratio;\n",
" var y = canvas_pos.y * mpl.ratio;\n",
"\n",
" this.send_message(name, {x: x, y: y, button: event.button,\n",
" step: event.step,\n",
" guiEvent: simpleKeys(event)});\n",
"\n",
" /* This prevents the web browser from automatically changing to\n",
" * the text insertion cursor when the button is pressed. We want\n",
" * to control all of the cursor setting manually through the\n",
" * 'cursor' event from matplotlib */\n",
" event.preventDefault();\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" // Handle any extra behaviour associated with a key event\n",
"}\n",
"\n",
"mpl.figure.prototype.key_event = function(event, name) {\n",
"\n",
" // Prevent repeat events\n",
" if (name == 'key_press')\n",
" {\n",
" if (event.which === this._key)\n",
" return;\n",
" else\n",
" this._key = event.which;\n",
" }\n",
" if (name == 'key_release')\n",
" this._key = null;\n",
"\n",
" var value = '';\n",
" if (event.ctrlKey && event.which != 17)\n",
" value += \"ctrl+\";\n",
" if (event.altKey && event.which != 18)\n",
" value += \"alt+\";\n",
" if (event.shiftKey && event.which != 16)\n",
" value += \"shift+\";\n",
"\n",
" value += 'k';\n",
" value += event.which.toString();\n",
"\n",
" this._key_event_extra(event, name);\n",
"\n",
" this.send_message(name, {key: value,\n",
" guiEvent: simpleKeys(event)});\n",
" return false;\n",
"}\n",
"\n",
"mpl.figure.prototype.toolbar_button_onclick = function(name) {\n",
" if (name == 'download') {\n",
" this.handle_save(this, null);\n",
" } else {\n",
" this.send_message(\"toolbar_button\", {name: name});\n",
" }\n",
"};\n",
"\n",
"mpl.figure.prototype.toolbar_button_onmouseover = function(tooltip) {\n",
" this.message.textContent = tooltip;\n",
"};\n",
"mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Pan axes with left mouse, zoom with right\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n",
"\n",
"mpl.extensions = [\"eps\", \"jpeg\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n",
"\n",
"mpl.default_extension = \"png\";var comm_websocket_adapter = function(comm) {\n",
" // Create a \"websocket\"-like object which calls the given IPython comm\n",
" // object with the appropriate methods. Currently this is a non binary\n",
" // socket, so there is still some room for performance tuning.\n",
" var ws = {};\n",
"\n",
" ws.close = function() {\n",
" comm.close()\n",
" };\n",
" ws.send = function(m) {\n",
" //console.log('sending', m);\n",
" comm.send(m);\n",
" };\n",
" // Register the callback with on_msg.\n",
" comm.on_msg(function(msg) {\n",
" //console.log('receiving', msg['content']['data'], msg);\n",
" // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
" ws.onmessage(msg['content']['data'])\n",
" });\n",
" return ws;\n",
"}\n",
"\n",
"mpl.mpl_figure_comm = function(comm, msg) {\n",
" // This is the function which gets called when the mpl process\n",
" // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
"\n",
" var id = msg.content.data.id;\n",
" // Get hold of the div created by the display call when the Comm\n",
" // socket was opened in Python.\n",
" var element = $(\"#\" + id);\n",
" var ws_proxy = comm_websocket_adapter(comm)\n",
"\n",
" function ondownload(figure, format) {\n",
" window.open(figure.imageObj.src);\n",
" }\n",
"\n",
" var fig = new mpl.figure(id, ws_proxy,\n",
" ondownload,\n",
" element.get(0));\n",
"\n",
" // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
" // web socket which is closed, not our websocket->open comm proxy.\n",
" ws_proxy.onopen();\n",
"\n",
" fig.parent_element = element.get(0);\n",
" fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n",
" if (!fig.cell_info) {\n",
" console.error(\"Failed to find cell for figure\", id, fig);\n",
" return;\n",
" }\n",
"\n",
" var output_index = fig.cell_info[2]\n",
" var cell = fig.cell_info[0];\n",
"\n",
"};\n",
"\n",
"mpl.figure.prototype.handle_close = function(fig, msg) {\n",
" var width = fig.canvas.width/mpl.ratio\n",
" fig.root.unbind('remove')\n",
"\n",
" // Update the output cell to use the data from the current canvas.\n",
" fig.push_to_output();\n",
" var dataURL = fig.canvas.toDataURL();\n",
" // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
" // the notebook keyboard shortcuts fail.\n",
" IPython.keyboard_manager.enable()\n",
" $(fig.parent_element).html('<img src=\"' + dataURL + '\" width=\"' + width + '\">');\n",
" fig.close_ws(fig, msg);\n",
"}\n",
"\n",
"mpl.figure.prototype.close_ws = function(fig, msg){\n",
" fig.send_message('closing', msg);\n",
" // fig.ws.close()\n",
"}\n",
"\n",
"mpl.figure.prototype.push_to_output = function(remove_interactive) {\n",
" // Turn the data on the canvas into data in the output cell.\n",
" var width = this.canvas.width/mpl.ratio\n",
" var dataURL = this.canvas.toDataURL();\n",
" this.cell_info[1]['text/html'] = '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n",
"}\n",
"\n",
"mpl.figure.prototype.updated_canvas_event = function() {\n",
" // Tell IPython that the notebook contents must change.\n",
" IPython.notebook.set_dirty(true);\n",
" this.send_message(\"ack\", {});\n",
" var fig = this;\n",
" // Wait a second, then push the new image to the DOM so\n",
" // that it is saved nicely (might be nice to debounce this).\n",
" setTimeout(function () { fig.push_to_output() }, 1000);\n",
"}\n",
"\n",
"mpl.figure.prototype._init_toolbar = function() {\n",
" var fig = this;\n",
"\n",
" var nav_element = $('<div/>');\n",
" nav_element.attr('style', 'width: 100%');\n",
" this.root.append(nav_element);\n",
"\n",
" // Define a callback function for later on.\n",
" function toolbar_event(event) {\n",
" return fig.toolbar_button_onclick(event['data']);\n",
" }\n",
" function toolbar_mouse_event(event) {\n",
" return fig.toolbar_button_onmouseover(event['data']);\n",
" }\n",
"\n",
" for(var toolbar_ind in mpl.toolbar_items){\n",
" var name = mpl.toolbar_items[toolbar_ind][0];\n",
" var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
" var image = mpl.toolbar_items[toolbar_ind][2];\n",
" var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
"\n",
" if (!name) { continue; };\n",
"\n",
" var button = $('<button class=\"btn btn-default\" href=\"#\" title=\"' + name + '\"><i class=\"fa ' + image + ' fa-lg\"></i></button>');\n",
" button.click(method_name, toolbar_event);\n",
" button.mouseover(tooltip, toolbar_mouse_event);\n",
" nav_element.append(button);\n",
" }\n",
"\n",
" // Add the status bar.\n",
" var status_bar = $('<span class=\"mpl-message\" style=\"text-align:right; float: right;\"/>');\n",
" nav_element.append(status_bar);\n",
" this.message = status_bar[0];\n",
"\n",
" // Add the close button to the window.\n",
" var buttongrp = $('<div class=\"btn-group inline pull-right\"></div>');\n",
" var button = $('<button class=\"btn btn-mini btn-primary\" href=\"#\" title=\"Stop Interaction\"><i class=\"fa fa-power-off icon-remove icon-large\"></i></button>');\n",
" button.click(function (evt) { fig.handle_close(fig, {}); } );\n",
" button.mouseover('Stop Interaction', toolbar_mouse_event);\n",
" buttongrp.append(button);\n",
" var titlebar = this.root.find($('.ui-dialog-titlebar'));\n",
" titlebar.prepend(buttongrp);\n",
"}\n",
"\n",
"mpl.figure.prototype._root_extra_style = function(el){\n",
" var fig = this\n",
" el.on(\"remove\", function(){\n",
"\tfig.close_ws(fig, {});\n",
" });\n",
"}\n",
"\n",
"mpl.figure.prototype._canvas_extra_style = function(el){\n",
" // this is important to make the div 'focusable\n",
" el.attr('tabindex', 0)\n",
" // reach out to IPython and tell the keyboard manager to turn it's self\n",
" // off when our div gets focus\n",
"\n",
" // location in version 3\n",
" if (IPython.notebook.keyboard_manager) {\n",
" IPython.notebook.keyboard_manager.register_events(el);\n",
" }\n",
" else {\n",
" // location in version 2\n",
" IPython.keyboard_manager.register_events(el);\n",
" }\n",
"\n",
"}\n",
"\n",
"mpl.figure.prototype._key_event_extra = function(event, name) {\n",
" var manager = IPython.notebook.keyboard_manager;\n",
" if (!manager)\n",
" manager = IPython.keyboard_manager;\n",
"\n",
" // Check for shift+enter\n",
" if (event.shiftKey && event.which == 13) {\n",
" this.canvas_div.blur();\n",
" // select the cell after this one\n",
" var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n",
" IPython.notebook.select(index + 1);\n",
" }\n",
"}\n",
"\n",
"mpl.figure.prototype.handle_save = function(fig, msg) {\n",
" fig.ondownload(fig, null);\n",
"}\n",
"\n",
"\n",
"mpl.find_output_cell = function(html_output) {\n",
" // Return the cell and output element which can be found *uniquely* in the notebook.\n",
" // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
" // IPython event is triggered only after the cells have been serialised, which for\n",
" // our purposes (turning an active figure into a static one), is too late.\n",
" var cells = IPython.notebook.get_cells();\n",
" var ncells = cells.length;\n",
" for (var i=0; i<ncells; i++) {\n",
" var cell = cells[i];\n",
" if (cell.cell_type === 'code'){\n",
" for (var j=0; j<cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] == html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel != null) {\n",
" IPython.notebook.kernel.comm_manager.register_target('matplotlib', mpl.mpl_figure_comm);\n",
"}\n"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
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"output_type": "display_data"
},
{
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\" width=\"1000\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ID = np.random.randint(len(gt.DF_UID))\n",
"gt_sel = gt.isel(DF_UID = ID).drop('DF_UID')\n",
"gt_sel.coords['timestamp'] = (gt_sel.timestamp.dt.month-1) * 24 + gt_sel.timestamp.dt.hour\n",
"gt_sel = xr.merge([xr.DataArray(coords = {'timestamp' : range(288)}, dims = ['timestamp'] ).rename('dummy'),\n",
" gt_sel ] ).fillna(0)\n",
"\n",
"pv_sel = pv.isel(DF_UID = ID).drop('DF_UID')\n",
"pv_sel.coords['timestamp'] = (pv_sel.timestamp.dt.month-1) * 24 + pv_sel.timestamp.dt.hour\n",
"pv_sel = xr.merge([xr.DataArray(coords = {'timestamp' : range(288)}, dims = ['timestamp'] ).rename('dummy'),\n",
" pv_sel ] ).fillna(0)\n",
"\n",
"plt.figure(figsize = (10, 3.5))\n",
"ax = plt.subplot()\n",
"pv_sel.pv_potential.to_dataframe().plot(ax = ax)\n",
"\n",
"ax.set_xticks(list(range(12, 24*12, 24)))\n",
"ax.set_xticklabels(calendar.month_abbr[1:])\n",
"plt.xlabel('')\n",
"plt.xlim((0, 12*24))\n",
"plt.ylabel('Power ($W$)')\n",
"\n",
"ax.set_axisbelow(True)\n",
"ax.yaxis.grid(linestyle = '--')\n",
"\n",
"ax = plt.gca().twinx()\n",
"gt_sel.tilted_irradiance.to_dataframe().plot(ax = ax, c = 'C1')\n",
"\n",
"ax.set_xticks(list(range(12, 24*12, 24)))\n",
"ax.set_xticklabels(calendar.month_abbr[1:])\n",
"plt.xlabel('')\n",
"plt.xlim((0, 12*24))\n",
"plt.ylabel('Radiation ($W/m^2$)')\n",
"\n",
"plt.tight_layout()"
]
},
{
"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": "3.6.7"
}
},
"nbformat": 4,
"nbformat_minor": 4
}

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