diff --git a/docs/source/analysis.rst b/docs/source/analysis.rst index 7d24307..7b13677 100644 --- a/docs/source/analysis.rst +++ b/docs/source/analysis.rst @@ -9,6 +9,33 @@ Shadow coverage Shadow coverage -------------------------------------- +.. function:: pybdshadow.cal_sunshine(buildings, day='2022-01-01', roof=False,grids = gpd.GeoDataFrame(), accuracy=1, precision=3600, padding=0) + +Calculate the sunshine time in given date. + +**Parameters** + +buildings : GeoDataFrame + Buildings. coordinate system should be WGS84 +day : str + the day to calculate the sunshine +roof : bool + whether to calculate roof shadow. +grids : GeoDataFrame + grids generated by TransBigData in study area +precision : number + time precision(s) +padding : number + padding time before and after sunrise and sunset +accuracy : number + size of grids. + +**Return** + +grids : GeoDataFrame + grids generated by TransBigData in study area, each grids have a `time` column store the sunshine time + + .. function:: pybdshadow.cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], gap=3600,roof=True, include_building=True,save_shadows=False,printlog=False) Calculate the sunlight shadow in different date with given time gap. diff --git a/docs/source/conf.py b/docs/source/conf.py index b9881ef..966f4a1 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -22,8 +22,8 @@ author = 'Qing Yu' # The full version, including alpha/beta/rc tags -release = '0.3.0' -version = '0.3.0' +release = '0.3.1' +version = '0.3.1' html_logo = "_static/logo-wordmark-light.png" html_favicon = '_static/logo.ico' # -- General configuration --------------------------------------------------- diff --git a/example/example-analysis.ipynb b/example/example-analysis.ipynb index 6c6b661..cac47c7 100644 --- a/example/example-analysis.ipynb +++ b/example/example-analysis.ipynb @@ -4,6 +4,19 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import geopandas as gpd\n", + "import transbigdata as tbd\n", + "import pybdshadow\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, "outputs": [ { "data": { @@ -11,7 +24,7 @@ "" ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, @@ -29,9 +42,6 @@ } ], "source": [ - "import pandas as pd\n", - "import geopandas as gpd\n", - "import pybdshadow\n", "\n", "# Read building data\n", "buildings = gpd.read_file(r'../example/data/bd_demo.json')\n", @@ -47,31 +57,28 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Shadow calculation" + "# Roof sunshine" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#Given UTC time\n", - "date = pd.to_datetime('2022-01-01 12:45:33.959797119')\\\n", - " .tz_localize('Asia/Tokyo')\\\n", - " .tz_convert('UTC')" + "sunshine = pybdshadow.cal_sunshine(buildings, day='2022-01-01', roof=True, accuracy=1, precision=1800)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": { @@ -82,26 +89,24 @@ ], "source": [ "\n", - "# Calculate shadows\n", - "import matplotlib.pyplot as plt\n", - "shadows = pybdshadow.bdshadow_sunlight(\n", - " buildings, date, roof=True, include_building=False)\n", - "shadows['type'] += ' shadow'\n", "\n", - "# Visualize buildings and shadows using matplotlib\n", - "fig = plt.figure(1, (10, 10))\n", + "#Visualize buildings and sunshine using matplotlib\n", + "import matplotlib.pyplot as plt\n", + "fig = plt.figure(1,(10,5))\n", "ax = plt.subplot(111)\n", "\n", + "cax = plt.axes([0.05, 0.33, 0.02, 0.3])\n", + "plt.title('Hour')\n", + "\n", + "#Ground sunshine \n", + "sunshine.plot(ax = ax,cmap = 'plasma',column ='Hour',alpha = 1,legend = True,cax = cax,)\n", + "\n", + "#Buildings\n", + "buildings.plot(ax = ax,edgecolor='k',facecolor=(0,0,0,0))\n", "\n", - "# plot buildings\n", - "buildings.plot(ax=ax)\n", "\n", - "# plot shadows\n", - "shadows.plot(ax=ax, alpha=0.7,\n", - " column='type',\n", - " categorical=True,\n", - " cmap='Set1_r',\n", - " legend=True)\n", + "plt.sca(ax)\n", + "plt.title('Sunshine time')\n", "\n", "plt.show()" ] @@ -110,36 +115,82 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Shadow coverage analysis" + "# Ground sunshine" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ - "#Given date\n", - "day = '2022-01-01'\n", - "#Generate shadow every 1800 s\n", - "shadows = pybdshadow.cal_sunshadows(buildings,dates = [day],gap=1800)" + "sunshine = pybdshadow.cal_sunshine(buildings, day='2022-01-01', roof=False, accuracy=1, precision=1800)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#Visualize buildings and sunshine using matplotlib\n", + "import matplotlib.pyplot as plt\n", + "fig = plt.figure(1,(10,5))\n", + "ax = plt.subplot(111)\n", + "\n", + "cax = plt.axes([0.05, 0.33, 0.02, 0.3])\n", + "plt.title('Hour')\n", + "\n", + "#Ground sunshine \n", + "sunshine.plot(ax = ax,cmap = 'plasma',column ='Hour',alpha = 1,legend = True,cax = cax,)\n", + "\n", + "#Buildings\n", + "buildings.plot(ax = ax,edgecolor='k',facecolor=(0,0,0,0))\n", + "\n", + "\n", + "plt.sca(ax)\n", + "plt.title('Sunshine time')\n", + "\n", + "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Roof" + "Change the date" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "sunshine = pybdshadow.cal_sunshine(buildings, day='2022-10-01', roof=False, accuracy=1, precision=1800)\n" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -151,21 +202,24 @@ } ], "source": [ - "#Grid analysis of shadow cover duration(roof).\n", - "bdgrids = pybdshadow.cal_shadowcoverage(shadows,buildings,gap = 1800,accuracy=2)\n", - "\n", - "#Visualize buildings and shadows using matplotlib\n", + "#Visualize buildings and sunshine using matplotlib\n", "import matplotlib.pyplot as plt\n", "fig = plt.figure(1,(10,5))\n", "ax = plt.subplot(111)\n", "\n", - "#Roof shadows\n", - "bdgrids.plot(ax = ax,cmap = 'plasma_r',column = 'time',alpha = 1,legend = True)\n", + "cax = plt.axes([0.05, 0.33, 0.02, 0.3])\n", + "plt.title('Hour')\n", + "\n", + "#Ground sunshine \n", + "sunshine.plot(ax = ax,cmap = 'plasma',column ='Hour',alpha = 1,legend = True,cax = cax,)\n", "\n", - "#buildings\n", + "#Buildings\n", "buildings.plot(ax = ax,edgecolor='k',facecolor=(0,0,0,0))\n", "\n", - "plt.title(date)\n", + "\n", + "plt.sca(ax)\n", + "plt.title('Sunshine time')\n", + "\n", "plt.show()" ] }, @@ -173,17 +227,35 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Ground" + "# Self-define area analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "bounds = (139.72125658, 35.536744, 139.72231764, 35.537797)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "grids,_ = tbd.area_to_grid(bounds,accuracy=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -195,21 +267,26 @@ } ], "source": [ - "#Grid analysis of shadow cover duration(ground).\n", - "bdgrids = pybdshadow.cal_shadowcoverage(shadows,buildings,roof=False,gap = 900,accuracy=2)\n", + "sunshine = pybdshadow.cal_sunshine(buildings, day='2022-10-01',grids = grids, roof=False, accuracy=1, precision=1800)\n", "\n", - "#Visualize buildings and shadows using matplotlib\n", + "#Visualize buildings and sunshine using matplotlib\n", "import matplotlib.pyplot as plt\n", "fig = plt.figure(1,(10,5))\n", "ax = plt.subplot(111)\n", "\n", - "#Roof shadows\n", - "bdgrids.plot(ax = ax,cmap = 'plasma_r',column = 'time',alpha = 1,legend = True)\n", + "cax = plt.axes([0.05, 0.33, 0.02, 0.3])\n", + "plt.title('Hour')\n", + "\n", + "#Ground sunshine \n", + "sunshine.plot(ax = ax,cmap = 'plasma',column ='Hour',alpha = 1,legend = True,cax = cax,)\n", "\n", - "#buildings\n", + "#Buildings\n", "buildings.plot(ax = ax,edgecolor='k',facecolor=(0,0,0,0))\n", "\n", - "plt.title(date)\n", + "\n", + "plt.sca(ax)\n", + "plt.title('Sunshine time')\n", + "\n", "plt.show()" ] } diff --git a/setup.py b/setup.py index c1259e7..387c050 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ setuptools.setup( name="pybdshadow", - version="0.3.0", + version="0.3.1", author="Qing Yu", author_email="qingyu0815@foxmail.com", description="Python package to generate building shadow geometry", diff --git a/src/pybdshadow/__init__.py b/src/pybdshadow/__init__.py index d27ef4f..d0306e6 100644 --- a/src/pybdshadow/__init__.py +++ b/src/pybdshadow/__init__.py @@ -32,7 +32,7 @@ OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. """ -__version__ = '0.3.0' +__version__ = '0.3.1' __author__ = 'Qing Yu ' # module level doc-string @@ -51,6 +51,7 @@ show_bdshadow, ) from .analysis import ( + cal_sunshine, cal_sunshadows, cal_shadowcoverage ) @@ -59,6 +60,7 @@ 'bdshadow_pointlight', 'bd_preprocess', 'show_bdshadow', + 'cal_sunshine', 'cal_sunshadows', 'cal_shadowcoverage', ] diff --git a/src/pybdshadow/analysis.py b/src/pybdshadow/analysis.py index 4f30e4a..9f95e96 100644 --- a/src/pybdshadow/analysis.py +++ b/src/pybdshadow/analysis.py @@ -9,9 +9,9 @@ from .preprocess import bd_preprocess -def get_timetable(lon, lat, dates=['2022-01-01'], gap=3600, padding=1800): +def get_timetable(lon, lat, dates=['2022-01-01'], precision=3600, padding=1800): # generate timetable - def get_timeSeries(day, lon, lat, gap=3600, padding=1800): + def get_timeSeries(day, lon, lat, precision=3600, padding=1800): date = pd.to_datetime(day+' 12:45:33.959797119') times = get_times(date, lon, lat) date_sunrise = times['sunrise'] @@ -21,18 +21,66 @@ def get_timeSeries(day, lon, lat, gap=3600, padding=1800): times = pd.to_datetime(pd.Series(range( timestamp_sunrise.iloc[0]+padding*1000000000, timestamp_sunset.iloc[0]-padding*1000000000, - gap*1000000000))) + precision*1000000000))) return times dates = pd.DataFrame(pd.concat( - [get_timeSeries(date, lon, lat, gap,padding) for date in dates]), columns=['datetime']) + [get_timeSeries(date, lon, lat, precision,padding) for date in dates]), columns=['datetime']) dates['date'] = dates['datetime'].apply(lambda r: str(r)[:19]) return dates -def cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], gap=3600, - roof=True, include_building=True,save_shadows=False,printlog=False): +def cal_sunshine(buildings, day='2022-01-01', roof=False,grids = gpd.GeoDataFrame(), accuracy=1, precision=3600, padding=0): ''' - Calculate the sunlight shadow in different date with given time gap. + Calculate the sunshine time in given date. + + **Parameters** + + buildings : GeoDataFrame + Buildings. coordinate system should be WGS84 + day : str + the day to calculate the sunshine + roof : bool + whether to calculate roof shadow. + grids : GeoDataFrame + grids generated by TransBigData in study area + precision : number + time precision(s) + padding : number + padding time before and after sunrise and sunset + accuracy : number + size of grids. + + **Return** + + grids : GeoDataFrame + grids generated by TransBigData in study area, each grids have a `time` column store the sunshine time + + ''' + # 计算白天时间 + lon, lat = buildings['geometry'].iloc[0].bounds[:2] + date = pd.to_datetime(day+' 12:45:33.959797119') + times = get_times(date, lon, lat) + date_sunrise = times['sunrise'] + data_sunset = times['sunset'] + timestamp_sunrise = pd.Series(date_sunrise).astype('int') + timestamp_sunset = pd.Series(data_sunset).astype('int') + sunlighthour = ( + timestamp_sunset.iloc[0]-timestamp_sunrise.iloc[0])/(1000000000*3600) + + # Generate shadow every 1800 s + shadows = cal_sunshadows(buildings, dates=[day], precision=precision, padding=padding) + # Grid analysis of shadow cover duration(ground). + grids = cal_shadowcoverage( + shadows, buildings, grids = grids,roof=roof, precision=precision, accuracy=accuracy) + + grids['Hour'] = sunlighthour-grids['time']/3600 + return grids + + +def cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], precision=3600, padding=0, + roof=True, include_building=True, save_shadows=False, printlog=False): + ''' + Calculate the sunlight shadow in different date with given time precision. **Parameters** @@ -42,8 +90,10 @@ def cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], gap=360 Cityname. If save_shadows, this function will create `result/cityname` folder to save the shadows dates : list list of dates - gap : number - time gap(s) + precision : number + time precision(s) + padding : number + padding time before and after sunrise and sunset roof : bool whether to calculate roof shadow. include_building : bool @@ -60,7 +110,7 @@ def cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], gap=360 ''' # 获取城市位置 lon, lat = buildings['geometry'].iloc[0].bounds[:2] - timetable = get_timetable(lon, lat, dates, gap) + timetable = get_timetable(lon, lat, dates, precision, padding) import os if save_shadows: if not os.path.exists('result'): @@ -82,18 +132,18 @@ def cal_sunshadows(buildings, cityname='somecity', dates=['2022-01-01'], gap=360 ground_shaodws = shadows[shadows['type'] == 'ground'] if save_shadows: - if len(roof_shaodws)>0: + if len(roof_shaodws) > 0: roof_shaodws.to_file( 'result/'+cityname+'/roof_'+name+'.json', driver='GeoJSON') - if len(ground_shaodws)>0: + if len(ground_shaodws) > 0: ground_shaodws.to_file( - 'result/'+cityname+'/ground_'+name+'.json', driver='GeoJSON') + 'result/'+cityname+'/ground_'+name+'.json', driver='GeoJSON') allshadow.append(shadows) allshadow = pd.concat(allshadow) return allshadow -def cal_shadowcoverage(shadows_input,buildings,roof=True,gap = 3600,accuracy=1): +def cal_shadowcoverage(shadows_input, buildings, grids = gpd.GeoDataFrame(),roof=True, precision=3600, accuracy=1): ''' Calculate the sunlight shadow coverage time for given area. @@ -103,44 +153,46 @@ def cal_shadowcoverage(shadows_input,buildings,roof=True,gap = 3600,accuracy=1): All building shadows calculated buildings : GeoDataFrame Buildings. coordinate system should be WGS84 + grids : GeoDataFrame + grids generated by TransBigData in study area roof : bool If true roof shadow, false then ground shadow - gap : number - time gap(s), which is for calculation of coverage time + precision : number + time precision(s), which is for calculation of coverage time accuracy : number size of grids. **Return** - - bdgrids : GeoDataFrame + + grids : GeoDataFrame grids generated by TransBigData in study area, each grids have a `time` column store the shadow coverage time ''' shadows = bd_preprocess(shadows_input) + + # 研究区域 + bounds = buildings.unary_union.bounds + if len(grids)==0: + grids, params = tbd.area_to_grid(bounds, accuracy) + if roof: - ground_shadows = shadows[shadows['type']=='roof'].groupby(['date'])['geometry'].apply( - lambda df: MultiPolygon(list(df)).buffer(0)).reset_index() - #研究区域 - bounds = buildings.unary_union.bounds - - bdgrids,params = tbd.area_to_grid(bounds,accuracy) + ground_shadows = shadows[shadows['type'] == 'roof'].groupby(['date'])['geometry'].apply( + lambda df: MultiPolygon(list(df)).buffer(0)).reset_index() + buildings.crs = None - bdgrids = gpd.sjoin(bdgrids,buildings) + grids = gpd.sjoin(grids, buildings) else: - ground_shadows = shadows[shadows['type']=='ground'].groupby(['date'])['geometry'].apply( - lambda df: MultiPolygon(list(df)).buffer(0)).reset_index() - - #研究区域 - bounds = buildings.unary_union.bounds - bdgrids,params = tbd.area_to_grid(bounds,accuracy) + ground_shadows = shadows[shadows['type'] == 'ground'].groupby(['date'])['geometry'].apply( + lambda df: MultiPolygon(list(df)).buffer(0)).reset_index() buildings.crs = None - bdgrids = gpd.sjoin(bdgrids,buildings,how='left') - bdgrids = bdgrids[bdgrids['index_right'].isnull()] + grids = gpd.sjoin(grids, buildings, how='left') + grids = grids[grids['index_right'].isnull()] - gridcount = gpd.sjoin(bdgrids[['LONCOL','LATCOL','geometry']],ground_shadows[['geometry']]).\ - groupby(['LONCOL','LATCOL'])['geometry'].count().rename('count').reset_index() - bdgrids = pd.merge(bdgrids,gridcount,how='left') - bdgrids['time'] = bdgrids['count'].fillna(0)*gap + gridcount = gpd.sjoin(grids[['LONCOL', 'LATCOL', 'geometry']], ground_shadows[['geometry','date']]).\ + drop_duplicates(subset=['LONCOL', 'LATCOL','date']).groupby(['LONCOL', 'LATCOL'])['geometry'].\ + count().rename('count').reset_index() + grids = pd.merge(grids, gridcount, how='left') + grids['time'] = grids['count'].fillna(0)*precision - return bdgrids + return grids \ No newline at end of file diff --git a/src/pybdshadow/tests/test_analysis.py b/src/pybdshadow/tests/test_analysis.py index 3835aa2..e66b77a 100644 --- a/src/pybdshadow/tests/test_analysis.py +++ b/src/pybdshadow/tests/test_analysis.py @@ -29,6 +29,9 @@ def test_analysis(self): buildings = pybdshadow.bd_preprocess(buildings) #分析 date = '2022-01-01' - shadows = pybdshadow.cal_sunshadows(buildings,dates = [date],gap=3600) - bdgrids = pybdshadow.cal_shadowcoverage(shadows,buildings,gap = 3600,accuracy=2) - assert len(bdgrids)==1185 \ No newline at end of file + shadows = pybdshadow.cal_sunshadows(buildings,dates = [date],precision=3600) + bdgrids = pybdshadow.cal_shadowcoverage(shadows,buildings,precision = 3600,accuracy=2) + assert len(bdgrids)==1185 + + grids = pybdshadow.cal_sunshine(buildings) + assert len(grids)==1882 \ No newline at end of file