東京Metro是日本的專用鐵路公司，在東京都市區及周邊地區運營地鐵系統，東京Metro運營9條地鐵線路，2020年東京Metro日均乘客量為498萬人次。三年前，我發布了東京地鐵系統的 3D 視圖(https://community.wolfram.com/groups/-/m/t/1632078)，這一次，我試圖將從第一班地鐵到早上 8 點的高峰時段的運行可視化。地鐵線九條地鐵線的名稱： line9Names={"ginza","marunouchi","hibiya","tozai","chiyoda","yurakucho","hanzomon","namboku","fukutoshin"}; 其標志： line9logs=Import["https://www.tokyometro.jp/library/common/img/route/icon_"<>#<>".png"]&/@line9Names 從標志中提取每條線的顏色： line9cols=DominantColors[#][[1]]&/@line9logs 車站每條線的車站信息（編號、日文名、英文名、地理位置、離地面的深度）如下。地理位置信息可以從網頁 API（https://developer.tokyometroapp.jp/ja/info）獲取，深度是從日文書中獲得。 line9inf3D=???InterpretationBox[DynamicModuleBox[{Set[Typeset`open, False]}, TemplateBox[{"List", "ListIcon", GridBox[{{ItemBox[RowBox[{TagBox["\"Head: \"", "IconizedLabel"], "\:f360", TagBox["List", "IconizedItem"]}]]}, {ItemBox[RowBox[{TagBox["\"Length: \"", "IconizedLabel"], "\:f360", TagBox["9", "IconizedItem"]}]]}, {ItemBox[RowBox[{TagBox["\"Byte count: \"", "IconizedLabel"], "\:f360", TagBox["52104", 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{35.725745759653`, 139.763303354368`}, -15.4`}, {16, "\:897f\:65e5\:66ae\:91cc", "Nishi-nippori", {35.7323551550662`, 139.76688994252`}, -15.3`}, {17, "\:753a\:5c4b", "Machiya", {35.7420683621958`, 139.780047547035`}, -16.3`}, {18, "\:5317\:5343\:4f4f", "Kita-senju", {35.7499044695792`, 139.805591721424`}, -11.3`}, {19, "\:7dbe\:702c", "Ayase", {35.762285`, 139.82489`}, 7.1`}}, {{1, "\:548c\:5149\:5e02", "Wakoshi", {35.78835`, 139.612865`}, 1.7`}, {2, "\:5730\:4e0b\:9244\:6210\:5897", "Chikatetsu-narimasu", {35.77674`, 139.63117`}, -16.1`}, {3, "\:5730\:4e0b\:9244\:8d64\:585a", "Chikatetsu-akatsuka", {35.7699805639494`, 139.644000328985`}, -15.2`}, {4, "\:5e73\:548c\:53f0", "Heiwadai", {35.757555`, 139.6543`}, -17.7`}, {5, "\:6c37\:5ddd\:53f0", "Hikawadai", {35.74962`, 139.66547`}, -17.7`}, {6, "\:5c0f\:7af9\:5411\:539f", "Kotake-mukaihara", {35.743395`, 139.67952`}, -17.3`}, {7, "\:5343\:5ddd", "Senkawa", {35.738175`, 139.6894`}, -12.3`}, {8, "\:8981\:753a", "Kanamecho", {35.733215`, 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{35.6705284247117`, 139.773594368618`}, -21`}, {21, "\:6708\:5cf6", "Tsukishima", {35.6647105856136`, 139.784405550668`}, -22.5`}, {22, "\:8c4a\:6d32", "Toyosu", {35.6551537828668`, 139.795994442972`}, -19`}, {23, "\:8fb0\:5df3", "Tatsumi", {35.645775`, 139.81033`}, -21.9`}, {24, "\:65b0\:6728\:5834", "Shin-kiba", {35.64578`, 139.826605`}, 7.8`}}, {{1, "\:6e0b\:8c37", "Shibuya", {35.6590979695481`, 139.702673404052`}, -14.9`}, {2, "\:8868\:53c2\:9053", "Omote-sando", {35.665042546167`, 139.712472695145`}, -8.5`}, {3, "\:9752\:5c71\:4e00\:4e01\:76ee", "Aoyama-itchome", {35.6727891830525`, 139.724145270768`}, -14.6`}, {4, "\:6c38\:7530\:753a", "Nagatacho", {35.6778958247308`, 139.741772993339`}, -36`}, {5, "\:534a\:8535\:9580", "Hanzomon", {35.68538`, 139.741695`}, -18.3`}, {6, "\:4e5d\:6bb5\:4e0b", "Kudanshita", {35.6960918116116`, 139.751265393273`}, -21.9`}, {7, "\:795e\:4fdd\:753a", "Jimbocho", {35.6960214599323`, 139.757559947799`}, -22.1`}, {8, "\:5927\:624b\:753a", "Otemachi", {35.6868754460118`, 139.766203207735`}, -27.1`}, {9, "\:4e09\:8d8a\:524d", "Mitsukoshimae", {35.6871737671005`, 139.773582291216`}, -27.8`}, {10, "\:6c34\:5929\:5bae\:524d", "Suitengumae", {35.6830006854283`, 139.785171447926`}, -22`}, {11, "\:6e05\:6f84\:767d\:6cb3", "Kiyosumi-shirakawa", {35.6821194593983`, 139.799840016026`}, -21.5`}, {12, "\:4f4f\:5409", "Sumiyoshi", {35.6887047396681`, 139.815667793097`}, -32.6`}, {13, "\:9326\:7cf8\:753a", "Kinshicho", {35.6974400894785`, 139.814956190081`}, -21.8`}, {14, "\:62bc\:4e0a\:3008\:30b9\:30ab\:30a4\:30c4\:30ea\:30fc\:524d\:3009", "Oshiage", {35.708467369776`, 139.81373493359`}, -21.6`}}, {{1, "\:76ee\:9ed2", "Meguro", {35.632485`, 139.71566`}, -19.8`}, {2, "\:767d\:91d1\:53f0", "Shirokanedai", {35.63777`, 139.72586`}, -28.3`}, {3, "\:767d\:91d1\:9ad8\:8f2a", "Shirokane-takanawa", {35.643145`, 139.734285`}, -29.8`}, {4, "\:9ebb\:5e03\:5341\:756a", "Azabu-juban", {35.65481`, 139.737045`}, -24.3`}, {5, "\:516d\:672c\:6728\:4e00\:4e01\:76ee", "Roppongi-itchome", {35.665075`, 139.7389`}, -22.3`}, {6, "\:6e9c\:6c60\:5c71\:738b", "Tameike-sanno", {35.6715112700871`, 139.741942591836`}, -16.2`}, {7, "\:6c38\:7530\:753a", "Nagatacho", {35.6778958247308`, 139.741772993339`}, -26.7`}, {8, "\:56db\:30c4\:8c37", "Yotsuya", {35.6841963947417`, 139.730047469488`}, -21.2`}, {9, "\:5e02\:30b1\:8c37", "Ichigaya", {35.6925762746704`, 139.736890527153`}, -20.5`}, {10, "\:98ef\:7530\:6a4b", "Iidabashi", {35.7014035648064`, 139.74652120252`}, -20.3`}, {11, "\:5f8c\:697d\:5712", "Korakuen", {35.7073066769895`, 139.7508602691`}, -37.5`}, {12, "\:6771\:5927\:524d", "Todaimae", {35.7180144569886`, 139.757880841327`}, -21.9`}, {13, "\:672c\:99d2\:8fbc", "Hon-komagome", {35.7243643481249`, 139.753811585144`}, -19.4`}, {14, "\:99d2\:8fbc", "Komagome", {35.7359129556168`, 139.746909222771`}, -16.9`}, {15, "\:897f\:30b1\:539f", "Nishigahara", {35.745945`, 139.74226`}, -14.1`}, {16, "\:738b\:5b5 0", "Oji", {35.754470148697`, 139.737361772041`}, -17.5`}, {17, "\:738b\:5b5 0\:795e\:8c37", "Oji-kamiya", {35.765291996165`, 139.735640949866`}, -20.2`}, {18, "\:5fd7\:8302", "Shimo", {35.778025`, 139.7325`}, -16.4`}, {19, "\:8d64\:7fbd\:5ca9\:6df5", "Akabane-iwabuchi", {35.783355`, 139.72211`}, -18`}}, {{1, "\:548c\:5149\:5e02", "Wakoshi", {35.78835`, 139.612865`}, 1.7`}, {2, "\:5730\:4e0b\:9244\:6210\:5897", "Chikatetsu-narimasu", {35.77674`, 139.63117`}, -16.1`}, {3, "\:5730\:4e0b\:9244\:8d64\:585a", "Chikatetsu-akatsuka", {35.7699805639494`, 139.644000328985`}, -15.2`}, {4, "\:5e73\:548c\:53f0", "Heiwadai", {35.757555`, 139.6543`}, -17.7`}, {5, "\:6c37\:5ddd\:53f0", "Hikawadai", {35.74962`, 139.66547`}, -17.7`}, {6, "\:5c0f\:7af9\:5411\:539f", "Kotake-mukaihara", {35.743395`, 139.67952`}, -17.3`}, {7, "\:5343\:5ddd", "Senkawa", {35.738175`, 139.6894`}, -19`}, {8, "\:8981\:753a", "Kanamecho", {35.733215`, 139.69848`}, -22`}, {9, "\:6c60\:888b", "Ikebukuro", {35.730345`, 139.71115`}, -25`}, {10, "\:96d1\:53f8\:304c\:8c37", "Zoshigaya", {35.7202`, 139.714715`}, -33.8`}, {11, "\:897f\:65e9\:7a32\:7530", "Nishi-waseda", {35.707806110104`, 139.709119374838`}, -33.8`}, {12, "\:6771\:65b0\:5bbf", "Higashi-shinjuku", {35.6998289700799`, 139.707845464868`}, -35`}, {13, "\:65b0\:5bbf\:4e09\:4e01\:76ee", "Shinjuku-sanchome", {35.69118`, 139.70421`}, -15.3`}, {14, "\:5317\:53c2\:9053", "Kita-sando", {35.6785026700415`, 139.705468241239`}, -16.4`}, {15, "\:660e\:6cbb\:795e\:5bae\:524d\:3008\:539f\:5bbf\:3009", "Meiji-jingumae", {35.6691233335104`, 139.703943466256`}, -27.7`}, {16, "\:6e0b\:8c37", "Shibuya", {35.6590979695481`, 139.702673404052`}, -28.6`}}}, SelectWithContents -> True, Selectable -> False]?;\[IndentingNewLine]stationNames=Flatten[line9inf3D,1][[All,3]]//Union;\[IndentingNewLine]stationNames//Length 將車站的位置更改為位置{x, y, z}。z 被校正以使可視化看起來更好。 h=800;(* station->{x,y,z}@line *)line9StationCoordinates3DN=line9inf3D/.{n_,jp_,en_,{lat_,lon_},d_}->en->{lon,lat,d};\[IndentingNewLine](* {x,y,z}@line *)\[IndentingNewLine]line9StationCoordinates3D=Values@line9StationCoordinates3DN;\[IndentingNewLine](* station->{x,y}@line *)line9StationCoordinates2DN=line9StationCoordinates3DN/.{x_,y_,z_}->{x,y};\[IndentingNewLine](* {x,y}@line *)\[IndentingNewLine]line9StationCoordinates2D=Values@line9StationCoordinates2DN;\[IndentingNewLine](* station->{x,y} *)\[IndentingNewLine]stationCoordinates =Flatten[line9StationCoordinates2DN,1]//Union;\[IndentingNewLine]\[IndentingNewLine](* station->{x,y,z/h}@line *)line9StationCoordinates3DhN=line9inf3D/.{n_,jp_,en_,{lat_,lon_},d_}->en->{lon,lat,d/h};\[IndentingNewLine](* {x,y,z/h}@line *)\[IndentingNewLine]line9StationCoordinates3Dh=Values@line9StationCoordinates3DhN; 將車站的位置轉換為海拔高度，而不是距離地面的深度。 esl[lineno_]:=Module[{altitude,depth},\ [IndentingNewLine]altitude=GeoElevationData[Reverse@#]&/@line9StationCoordinates3D[[lineno,All,;;2]];\ [IndentingNewLine]depth=Quantity[#,"Meters"]&/@(line9StationCoordinates3D[[lineno,All,3]]);\[IndentingNewLine]MapThread[Join[#1, {#2}]&,\[IndentingNewLine]{line9StationCoordinates3D[[lineno]][[All,;;2]],\[IndentingNewLine]QuantityMagnitude[altitude+depth]}]\ [IndentingNewLine]]\[IndentingNewLine]eslh[lineno_]:=Module[{tmp,altitude,depth},\[IndentingNewLine]tmp=esl[lineno];\ [IndentingNewLine]tmp/.{x_,y_,z_}->{x,y,z/h}\[IndentingNewLine]]\[IndentingNewLine]\[IndentingNewLine](* the elevation above sea level *)\[IndentingNewLine](* {x,y,z/h}@line *)\[IndentingNewLine]line9StationCoordinates3DESLh=eslh/@Range[Length@line9Names];\ [IndentingNewLine](* station->{x,y,z/h}@line *)\[IndentingNewLine]line9StationCoordinates3DESLhN=Thread[line9inf3D[[#,All,3]]- >line9StationCoordinates3DESLh[[#]]]&/@Range[Length@line9Names];\[IndentingNewLine](* Join Yurakucho Line and Fukutoshin Line for interconnection *)\ [IndentingNewLine]line9StationCoordinates3DESLhN[[6]]=Join[line9StationCoordinates3DESLhN[[6]],line9StationCoordinates3DESLhN[[9]]];\ [IndentingNewLine]line9StationCoordinates3DESLhN[[9]]=line9StationCoordinates3DESLhN[[6]]; 可視化地鐵線生成二維圖： {{x1,x2},{y1,y2},{z1,z2}}=MinMax/@Transpose@Flatten[line9StationCoordinates3Dh,1];\[IndentingNewLine]plotrange2D={{x1-0.003,x2+0.003},{y1-0.005,y2+0.003}};\[IndentingNewLine]disk=Graphics[{EdgeForm[Directive[Thickness[.2],Blue]],FaceForm[White],Disk[{0,0},1]}];\[IndentingNewLine]\[IndentingNewLine]g2D=ListLinePlot[line9StationCoordinates3Dh[[All,All,1;;2]],\[IndentingNewLine]PlotMarkers->{disk,0.025},(* station *)\[IndentingNewLine]PlotStyle->({Thickness[.005],line9cols[[#]]}&/@Range[9]),(* line *)\[IndentingNewLine]Axes->None,PlotRangePadding->0,PlotRange->plotrange2D,\[IndentingNewLine]Epilog->{???InterpretationBox[DynamicModuleBox[{Set[Typeset`open, False]}, TemplateBox[{"Expression", "SequenceIcon", GridBox[{{ItemBox[RowBox[{TagBox["\"Head: \"", "IconizedLabel"], "\:f360", TagBox["Sequence", "IconizedItem"]}]]}, {ItemBox[RowBox[{TagBox["\"Length: \"", "IconizedLabel"], "\:f360", TagBox["16", "IconizedItem"]}]]}, {ItemBox[RowBox[{TagBox["\"Byte count: \"", "IconizedLabel"], "\:f360", TagBox["6688", "IconizedItem"]}]]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> {"Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], Dynamic[Typeset`open]}, "IconizedObject"]], Sequence[Inset[Style["Tokyo", 8, Bold], Plus[ReplaceAll["Tokyo", $CellContext`stationCoordinates], {-0.011`, 0.003`}]], Inset[Style["Shibuya", 8, Bold], Plus[ReplaceAll["Shibuya", $CellContext`stationCoordinates], {-0.018`, 0}]], Inset[Style["Asakusa", 8, Bold], Plus[ReplaceAll["Asakusa", $CellContext`stationCoordinates], {0.015`, 0.005`}]], Inset[Style["Ogikubo", 8, Bold], Plus[ReplaceAll["Ogikubo", $CellContext`stationCoordinates], {0.005`, 0.008`}]], Inset[Style["Ikebukuro", 8, Bold], Plus[ReplaceAll["Ikebukuro", $CellContext`stationCoordinates], {0.01`, 0.008`}]], Inset[Style["Nakameguro", 8, Bold], Plus[ReplaceAll["Naka-meguro", $CellContext`stationCoordinates], {-0.025`, 0}]], Inset[Style["Kitasenju", 8, Bold], Plus[ReplaceAll["Kita-senju", $CellContext`stationCoordinates], {-0.02`, 0.005`}]], Inset[Style["Nakano", 8, Bold], Plus[ReplaceAll["Nakano", $CellContext`stationCoordinates], {-0.005`, 0.007`}]], Inset[Style["Nishifunabashi", 8, Bold], Plus[ReplaceAll["Nishi-funabashi", $CellContext`stationCoordinates], {-0.025`, 0.008`}]], Inset[Style["Yoyogiuehara", 8, Bold], Plus[ReplaceAll["Yoyogi-uehara", $CellContext`stationCoordinates], {-0.028`, 0}]], Inset[Style["Ayase", 8, Bold], Plus[ReplaceAll["Ayase", $CellContext`stationCoordinates], {0.015`, 0}]], Inset[Style["Wakoshi", 8, Bold], Plus[ReplaceAll["Wakoshi", $CellContext`stationCoordinates], {0.02`, 0.001`}]], Inset[Style["Shinkiba", 8, Bold], Plus[ReplaceAll["Shin-kiba", $CellContext`stationCoordinates], {0.02`, 0}]], Inset[Style["Oshiage", 8, Bold], Plus[ReplaceAll["Oshiage", $CellContext`stationCoordinates], {0.018`, 0`}]], Inset[Style["Meguro", 8, Bold], Plus[ReplaceAll["Meguro", $CellContext`stationCoordinates], {-0.018`, 0.001`}]], Inset[Style["Akabaneiwabuchi", 8, Bold], Plus[ReplaceAll["Akabane-iwabuchi", $CellContext`stationCoordinates], {-0.035`, 0`}]]], SelectWithContents -> True, Selectable -> False]?},\[IndentingNewLine]ImageSize->400];\[IndentingNewLine](* map *)\[IndentingNewLine]bg2D=GeoGraphics[GeoRange->Reverse@plotrange2D,\[IndentingNewLine]PlotRangePadding->None,GeoBackground->"StreetMapNoLabels",ImageSize->400];\[IndentingNewLine]Overlay[{ImageResize[bg2D,{800,490}],g2D}];\[IndentingNewLine]Rasterize@% 生成三維圖： (* the elevation above sea level *)\[IndentingNewLine]data=GeoElevationData[GeoRange->Reverse@plotrange2D,GeoResolution->Quantity[1000,"Feet"],UnitSystem->"Metric"];\[IndentingNewLine]dataQM=QuantityMagnitude[Reverse@data];\[IndentingNewLine]{e1h,e2h}=(dataQM//MinMax)/h;\[IndentingNewLine]{tmp1,tmp2}=(MinMax/@Transpose@Flatten[line9StationCoordinates3DESLh,1])[[3]];\[IndentingNewLine]plotrange3DESLh={{x1,x2},{y1,y2},{Min[e1h,tmp1],Max[e2h,tmp2]}};\[IndentingNewLine]\[IndentingNewLine]{gx,gy}=dataQM//Dimensions;\[IndentingNewLine]rescale[x_,y_]:={Rescale[y,{1,gy},{x1,x2}],Rescale[x,{1,gx},{y1,y2}]}\[IndentingNewLine]dataQMrescale=Table[Join[rescale[i,j],{dataQM[[i,j]]}],{i,1,gx},{j,1,gy}];\[IndentingNewLine]\[IndentingNewLine]g=Graphics3D[{line9cols[[#]],Opacity[1],Tube[line9StationCoordinates3DESLh[[#]],.002]}&/@Range[Length@line9Names],\[IndentingNewLine]PlotRange->plotrange3DESLh, \[IndentingNewLine]Boxed->False,Axes->False,Ticks->False,ViewPoint->{-2.17,-2.78,-1.22},ViewVertical->{-0.1,-0.29,0.95},\[IndentingNewLine]ImageSize->400];\[IndentingNewLine]bg3D=ListPlot3D[Flatten[dataQMrescale,1]/.{x_,y_,z_}->{x,y,z/h},AspectRatio->(Divide@@Dimensions[data]),\[IndentingNewLine]Boxed->False,Mesh->None,Axes->False,Background->None,\[IndentingNewLine]PlotRange->plotrange3DESLh,\[IndentingNewLine]ColorFunction->(ColorData["HypsometricTints"][#3*h]&),ColorFunctionScaling->False,\[IndentingNewLine]ImageSize->400];\[IndentingNewLine]\[IndentingNewLine]Show[g,bg3D,ViewPoint->{0.75,-3.62,0.32},ViewVertical->{-0.04,0.37,0.92}]\[IndentingNewLine]Show[g,bg3D,ViewPoint->{-2.17,-2.78,-1.22},ViewVertical->{-0.1,-0.29,0.95}]\[IndentingNewLine] 時間表每條線路首站時刻表網址如下： baseURL="https://www.tokyometro.jp/lang_en/station/";\[IndentingNewLine](* Ginza Line *)\ [IndentingNewLine]Asakusa2ShibuyaURL=baseURL<>"asakusa/timetable/ginza/a/index.html";\ [IndentingNewLine]Shibuya2AsakusaURL=baseURL<>"shibuya/timetable/ginza/b/index.html";\ [IndentingNewLine](* Marunouchi Line *)\ [IndentingNewLine]Ikebukuro2OgikuboURL=baseURL<>"ikebukuro/timetable/marunouchi/a/index.html";\ [IndentingNewLine]Ogikubo2IkebukuroURL=baseURL<>"ogikubo/timetable/marunouchi/b/index.html";\ [IndentingNewLine](* Hibiya Line *)\[IndentingNewLine]KitaSenju2NakaMeguroURL=baseURL<>"kita- senju/timetable/hibiya/a/index.html";\[IndentingNewLine]NakaMeguro2KitaSenjuURL=baseURL<>"naka- meguro/timetable/hibiya/b/index.html";\[IndentingNewLine](* Tozai Line *)\ [IndentingNewLine]Nakano2NishiFunabashiURL=baseURL<>"nakano/timetable/tozai/a/index.html";\ [IndentingNewLine]NishiFunabashi2NakanoURL=baseURL<>"nishi- funabashi/timetable/tozai/b/index.html";\[IndentingNewLine](* Chiyoda Line *)\ [IndentingNewLine]Ayase2YoyogiUeharaURL=baseURL<>"ayase/timetable/chiyoda/a/index.html";\ [IndentingNewLine]YoyogiUehara2AyaseURL=baseURL<>"yoyogi- uehara/timetable/chiyoda/b/index.html";\[IndentingNewLine](* Yurakucho Line *)\ [IndentingNewLine]Wakoshi2ShinKibaURL=baseURL<>"wakoshi/timetable/yurakucho/a/index.html";\ [IndentingNewLine]ShinKiba2WakoshiURL=baseURL<>"shin-kiba/timetable/yurakucho/b/index.html";\ [IndentingNewLine](* Hanzomon Line *)\ [IndentingNewLine]Shibuya2OshiageURL=baseURL<>"shibuya/timetable/hanzomon/a/index.html";\ [IndentingNewLine]Oshiage2ShibuyaURL=baseURL<>"oshiage/timetable/hanzomon/b/index.html";\ [IndentingNewLine](* Namboku Line *)\ [IndentingNewLine]Meguro2AkabaneIwabuchiURL=baseURL<>"meguro/timetable/namboku/a/index.html";\ [IndentingNewLine]AkabaneIwabuchi2MeguroURL=baseURL<>"akabane- iwabuchi/timetable/namboku/b/index.html";\[IndentingNewLine](* Fukutoshin Line *)\ [IndentingNewLine]Wakoshi2ShibuyaURL=baseURL<>"wakoshi/timetable/yurakucho/a/index.html";\ [IndentingNewLine]Shibuya2WakoshiURL=baseURL<>"shibuya/timetable/fukutoshin/b/index.html";\ [IndentingNewLine]\[IndentingNewLine]ttURLs=\[IndentingNewLine] {{Asakusa2ShibuyaURL,Shibuya2AsakusaURL},\[IndentingNewLine] {Ikebukuro2OgikuboURL,Ogikubo2IkebukuroURL},\[IndentingNewLine] {KitaSenju2NakaMeguroURL,NakaMeguro2KitaSenjuURL},\[IndentingNewLine] {Nakano2NishiFunabashiURL,NishiFunabashi2NakanoURL},\[IndentingNewLine] {Ayase2YoyogiUeharaURL,YoyogiUehara2AyaseURL},\[IndentingNewLine] {Wakoshi2ShinKibaURL,ShinKiba2WakoshiURL},\[IndentingNewLine] {Shibuya2OshiageURL,Oshiage2ShibuyaURL},\[IndentingNewLine] {Meguro2AkabaneIwabuchiURL,AkabaneIwabuchi2MeguroURL},\[IndentingNewLine] {Wakoshi2ShibuyaURL,Shibuya2WakoshiURL}}; 從第一班地鐵到早上 8 點，獲取每班地鐵的信息。通過使用 WebExcute[] 的 Web 驅動程序在 Web 瀏覽器中執行命令來獲取信息。 gettimetable[url_]:=Module[{session,text,word,result,cnt},\[IndentingNewLine]cnt=0;word={"InvalidElement"};\ [IndentingNewLine]session=StartWebSession[Visible->False];\[IndentingNewLine]While[word=={"InvalidElement"}&&cnt<3,\ [IndentingNewLine]cnt++;\[IndentingNewLine]WebExecute[session,"OpenWebPage"->url];\[IndentingNewLine]Pause[1];\ [IndentingNewLine]text=WebExecute["ElementText"->"XPath"->"//* [@id=\"v2_contents\"]/div/div/div[3]/div/table/tbody"];\[IndentingNewLine]word=StringSplit[text[[1]]];\ [IndentingNewLine]];\[IndentingNewLine]If[cnt==3,result=$Failed;Echo["retry over: "<>url],\ [IndentingNewLine]result=SequenceSplit[word,{"Timetable"}];\[IndentingNewLine]];\ [IndentingNewLine]DeleteObject[session];\[IndentingNewLine]result\[IndentingNewLine]]\[IndentingNewLine]\ [IndentingNewLine]getttlist[url_]:=Module[{hls,tables,tables567,ttlist},\ [IndentingNewLine]hls=Import[url,"Hyperlinks"];\ [IndentingNewLine]tables=Select[hls,StringContainsQ[#,"https://www.tokyometro.jp/lang_en/station/timetable.html"]&];\ [IndentingNewLine]tables567=Select[tables,StringContainsQ[#,"h=5"|"h=6"|"h=7"]&];\ [IndentingNewLine]ttlist=gettimetable/@tables567;\[IndentingNewLine]ttlist\[IndentingNewLine]] 獲取銀座線運營信息，需要一些時間。 (*\[IndentingNewLine]ttlistAsakusa2Shibuya=getttlist[ttURLs[[1,1]]];\ [IndentingNewLine]ttlistShibuya2Asakusa=getttlist[ttURLs[[1,2]]];\ [IndentingNewLine]*) 九條線的運營信息如下：地鐵獲取每30秒地鐵的 3D 位置： range=Drop[Range[0,23],{2,5}];\[IndentingNewLine]timestring[h_String]:=(h<>":" <>#)&/@(StringPadLeft[#,2,"0"]&/@(ToString/@Range[0,59]))\ [IndentingNewLine]timeobject[h_Integer]:=???TagBox[StyleBox[RowBox[{"TimeObject", "[", RowBox[{RowBox[{"{", RowBox[{"h", ",", "#", ",", "0"}], "}"}], ",", "\"Instant\"", ",", "9.`"}], "]"}], ShowSpecialCharacters -> False, ShowStringCharacters -> True, NumberMarks -> True], FullForm]?&/@Range[0,59] timestr=timestring/@(StringPadLeft[#,2,"0"]&/@(ToString/@range)); timeobj=timeobject/@range; MapThread[(gettime[#1]=#2)&,{Flatten@timestr,Flatten@timeobj}];\ [IndentingNewLine]\[IndentingNewLine]gettimeloc[item_]:=Module[{stationname},\ [IndentingNewLine](* for example "Meiji-jingumae " -> "Meiji-jingumae" *)\[IndentingNewLine]stationname=StringReplace[item[[1]],RegularExpression[" <.+>"]->""];\[IndentingNewLine]Which[\ [IndentingNewLine]!MemberQ[stationNames,stationname],Nothing,(* not applicable *)\[IndentingNewLine]Length@item==4,{{gettime@item[[4]],stationname}},\ [IndentingNewLine]Length@item==7,{{gettime@item[[4]],stationname}, {gettime@item[[7]],stationname}},\[IndentingNewLine]True,Echo["gettimeloc error" <>item];$Failed\[IndentingNewLine]]\[IndentingNewLine]] \[IndentingNewLine]splititem[item_]:=Module[{len},\ [IndentingNewLine]len=Length[item];\[IndentingNewLine]Which[\ [IndentingNewLine]Length@item==4,{item},(*Depart*)\ [IndentingNewLine]Length@item==7,{item},(*Arrive&Depart*)\ [IndentingNewLine]Mod[Length@item- 4,7]==0,Join[{item[[;;4]]},Partition[item[[5;;]],UpTo[7]]],\ [IndentingNewLine]True,Echo["splititem error"<>item];$Failed\ [IndentingNewLine]]\[IndentingNewLine]]\[IndentingNewLine] (* list of train positions every 30 seconds *)\ [IndentingNewLine]process[list_]:=Module[{cnt,result,i,times},\ [IndentingNewLine]result={};\ [IndentingNewLine]For[cnt=1,cnt [IndentingNewLine]AppendTo[result,list[[cnt]]];\ [IndentingNewLine]If[list[[cnt,1]]===list[[cnt+1,1]],\[IndentingNewLine]None,\ [IndentingNewLine]times=(list[[cnt+1,1]]-list[[cnt,1]])/???TemplateBox[{"0.5`", "\"min\"", "minutes", "\"Minutes\""}, "Quantity"]?;\ [IndentingNewLine]For[i=1,i {list[[cnt,1]]+???TemplateBox[{"0.5`", "\"min\"", "minutes", "\"Minutes\""}, "Quantity"]?*i,(* 時刻 *)\[IndentingNewLine]If[list[[cnt,2]]===list[[cnt+1,2]],\ [IndentingNewLine]list[[cnt,2]],\[IndentingNewLine]list[[cnt,2]]+i* (list[[cnt+1,2]]-list[[cnt,2]])/times]}]]]\[IndentingNewLine]];\ [IndentingNewLine]AppendTo[result,list[[-1]]];\ [IndentingNewLine]result//DeleteDuplicates \[IndentingNewLine]] \[IndentingNewLine](* divide the area between adjacent stations into smaller sections. I use Silvia's useful function https://community.wolfram.com/groups/-/m/t/2126761 *)\[IndentingNewLine]FindDivisionsExact[range:{_,_},n_Integer?(#>=2&)]:=Rescale[Range[n]//N//Rescale, {0,1},range]\[IndentingNewLine]FindDivisionsExact[n_Integer?(#>=2&)]:=FindDivisionsExact[{0,1},n]\[IndentingNewLine]\[IndentingNewLine](* station->{x,y,z/h}@line *)\ [IndentingNewLine]line9StationCoordinates3DESLhDetailed=DeleteDuplicates[Flatten[FindDivisionsExact[#,23]&/@Partition[#,2,1],1]]&/@line9StationCoordinates3DESLh;\ [IndentingNewLine]\[IndentingNewLine](* for 3D *)\[IndentingNewLine]gettimetableDetail23DESLh[ttlist_,lineno_]:=Module[{gtl,f,p,sc},\[IndentingNewLine]gtl= (gettimeloc/@splititem[#])[[1]]&/@ttlist;\[IndentingNewLine]f=Flatten[gtl,1]/.{}[[1]]->Nothing;\[IndentingNewLine]p=process[f];\[IndentingNewLine]sc=p/. (line9StationCoordinates3DESLhN[[lineno]]);\[IndentingNewLine]{#[[1]],Nearest[line9StationCoordinates3DESLhDetailed[[lineno]],#[[2]],1][[1]]}&/@sc\ [IndentingNewLine]]\[IndentingNewLine]\[IndentingNewLine]getcur3D[lineno_,ab_]:=Module[{strno,endno,trainCoordinates,ff,gb,cur},\[IndentingNewLine]strno=0;\ [IndentingNewLine]endno=360;\[IndentingNewLine]trainCoordinates=gettimetableDetail23DESLh[#,lineno]&/@ttlists[[lineno,ab]];\ [IndentingNewLine]ff=Flatten[trainCoordinates,1];\[IndentingNewLine]ff=Select[ff,(#[[1]]<=???TemplateBox[{RowBox[{RowBox[{"\"05:00:00\"", StyleBox[RowBox[{"\"GMT+\"", "\:f360", StyleBox["9", NumberMarks -> False, StripOnInput -> False]}], FontColor -> GrayLevel[0.5`]]}]}], RowBox[{"TimeObject", " [", RowBox[{RowBox[{"{", RowBox[{"5", ",", "0", ",", "0"}], "}"}], ",", "\"Instant\"", ",", "9.`"}], "]"}]}, "TimeObject", Editable -> False]?+???TemplateBox[{"0.5`", "\"min\"", "minutes", "\"Minutes\""}, "Quantity"]?*endno)&];\[IndentingNewLine]gb=GroupBy[ff,First];\ [IndentingNewLine]cur=gb[???TemplateBox[{RowBox[{RowBox[{"\"05:00:00\"", StyleBox[RowBox[{"\"GMT+\"", "\:f360", StyleBox["9", NumberMarks -> False, StripOnInput - > False]}], FontColor -> GrayLevel[0.5`]]}]}], RowBox[{"TimeObject", "[", RowBox[{RowBox[{"{", RowBox[{"5", ",", "0", ",", "0"}], "}"}], ",", "\"Instant\"", ",", "9.`"}], "]"}]}, "TimeObject", Editable -> False]?+???TemplateBox[{"0.5`", "\"min\"", "minutes", "\"Minutes\""}, "Quantity"]?*#]&/@Range[strno,endno];\ [IndentingNewLine]cur=cur/.Missing[__]->{};\[IndentingNewLine]cur\[IndentingNewLine]] curs3D=Quiet[{getcur3D[#,1],getcur3D[#,2]}&/@Range[Length@line9Names]]; 每 30 秒獲取一次地鐵的 2D 位置。在 2D 中，我區分了線路兩個方向的地鐵。 curs2D=Quiet[{getcur2D[#,1],getcur2D[#,2]}&/@Range[Length@line9Names]]; 可視化地鐵可視化從首班地鐵到早上 8 點高峰時間的操作的 3D 圖形圖像。可視化二維圖形圖像：創建圖像、2D、3D 和時鐘的拼貼畫： (* collage 2D, 3D and clock *)\[IndentingNewLine]frames=ParallelMap[ImageCollage[{\ [IndentingNewLine]ImageResize[Rasterize[Overlay[{frames2D[[#]],clocks[[#]]},Alignment- >{Right,Top}],ImageResolution->300],600],\ [IndentingNewLine]ImageResize[Rasterize[frames3D[[#]],ImageResolution->300],600]}]&,\ [IndentingNewLine]Range[Length@frames2D]\[IndentingNewLine]]; 將幀列表顯示為動態動畫： AnimatedImage[frames,FrameRate->15,AnimationRunning->False] 將幀列表導出為動畫 GIF 圖像： Export["TokyoMetro.gif",frames,"DisplayDurations"->1/15,AnimationRepetitions->1];

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