diff --git a/jnotebooks/Demo.ipynb b/jnotebooks/Demo.ipynb index c59f5ac..7141f7d 100644 --- a/jnotebooks/Demo.ipynb +++ b/jnotebooks/Demo.ipynb @@ -2,7 +2,10 @@ "cells": [ { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "deletable": true, + "editable": true + }, "source": [ "# NGSIM.jl" ] @@ -11,9 +14,19 @@ "cell_type": "code", "execution_count": 1, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: Method definition describe(AbstractArray) in module StatsBase at /Users/rhasn/.julia/v0.5/StatsBase/src/scalarstats.jl:573 overwritten in module DataFrames at /Users/rhasn/.julia/v0.5/DataFrames/src/abstractdataframe/abstractdataframe.jl:407.\n" + ] + } + ], "source": [ "using NGSIM\n", "using AutomotiveDrivingModels\n", @@ -24,101 +37,190 @@ "cell_type": "code", "execution_count": 2, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "boundaries101.txt\n", + "boundaries80.txt\n", + "centerlines101.txt\n", + "centerlines80.txt\n", + "i101_trajectories-0750am-0805am.txt\n", + "i101_trajectories-0805am-0820am.txt\n", + "i101_trajectories-0820am-0835am.txt\n", + "i80_trajectories-0400-0415.txt\n", + "i80_trajectories-0500-0515.txt\n", + "i80_trajectories-0515-0530.txt\n", + "ngsim_101.dxf\n", + "ngsim_101.txt\n", + "ngsim_80.dxf\n", + "ngsim_80.txt\n", + "template.dxf\n" + ] + } + ], + "source": [ + ";ls ~/.julia/v0.5/NGSIM/data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "converting i101_trajectories-0750am-0805am.txt\n", + "loading from file: elapsed time: 12.187599427 seconds\n", + "filtering: elapsed time: 13.191749928 seconds\n", + "elapsed time: 47.773036045 seconds\n", + "converting i101_trajectories-0805am-0820am.txt\n", + "loading from file: elapsed time: 13.773231083 seconds\n", + "filtering: elapsed time: 15.293807786 seconds\n", + "elapsed time: 56.572507374 seconds\n", + "converting i101_trajectories-0820am-0835am.txt\n", + "loading from file: elapsed time: 15.299490362 seconds\n", + "filtering: elapsed time: 17.580613126 seconds\n", + "elapsed time: 62.70778104 seconds\n", + "converting i80_trajectories-0400-0415.txt\n", + "loading from file: elapsed time: 12.136547664 seconds\n", + "filtering: elapsed time: 13.892519704 seconds\n", + "elapsed time: 45.471960494 seconds\n", + "converting i80_trajectories-0500-0515.txt\n", + "loading from file: elapsed time: 14.872697954 seconds\n", + "filtering: elapsed time: 16.776472984 seconds\n", + "elapsed time: 54.901922113 seconds\n", + "converting i80_trajectories-0515-0530.txt\n", + "loading from file: elapsed time: 15.478490565 seconds\n", + "filtering: elapsed time: 17.331474163 seconds\n", + "elapsed time: 57.242699178 seconds\n" + ] + } + ], + "source": [ + "NGSIM.convert_raw_ngsim_to_trajdatas()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { "data": { "image/png": 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"text/plain": [ - "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007f9ec431bc60,1000.0,600.0,#undef)" + "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007fa617197900,1000.0,600.0,#undef)" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "render(ROADWAY_80)" + "AutoViz.render(ROADWAY_80)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ - "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007f9ec3f97800,1000.0,600.0,#undef)" + "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007fa614177050,1000.0,600.0,#undef)" ] }, - "execution_count": 3, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "render(ROADWAY_101)" + "AutoViz.render(ROADWAY_101)" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ - "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007f9ec4038be0,1000.0,600.0,#undef)" + "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007fa6143415f0,1000.0,600.0,#undef)" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "render(ROADWAY_101, cam=StaticCamera(VecE2(1966600, 570700), 10.0))" + "AutoViz.render(ROADWAY_101, cam=StaticCamera(VecE2(1966600, 570700), 10.0))" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ - "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007f9ec42894e0,1000.0,600.0,#undef)" + "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007fa6146ebd70,1000.0,600.0,#undef)" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "td1 = load_trajdata(1)\n", - "scene = get!(Scene(500), td1, 1000)\n", + "td1 = NGSIM.load_trajdata(1)\n", + "scene = get!(AutomotiveDrivingModels.Scene(500), td1, 1000)\n", "render(scene, ROADWAY_101)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { @@ -246,12 +348,12 @@ "data": { "image/png": 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", "text/plain": [ - "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007f9ec442e3e0,1000.0,600.0,#undef)" + "Cairo.CairoSurface{UInt32}(Ptr{Void} @0x00007fa6142afa00,1000.0,600.0,#undef)" ] }, - "execution_count": 7, + "execution_count": 8, "metadata": { - "comm_id": "a7fc8cc5-9ce4-458e-a9cf-95fbcd1115ca", + "comm_id": "893df8ef-bb94-485a-b848-f9c755f663ff", "reactive": true }, "output_type": "execute_result" @@ -267,9 +369,11 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { @@ -278,7 +382,7 @@ "VehicleDef(CAR, 4.267, 2.408)" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -289,9 +393,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { @@ -303,7 +409,7 @@ " :v " ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -314,9 +420,11 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": { - "collapsed": false + "collapsed": false, + "deletable": true, + "editable": true }, "outputs": [ { @@ -329,7 +437,7 @@ " :ϕ " ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -342,15 +450,18 @@ "cell_type": "code", "execution_count": null, "metadata": { - "collapsed": true + "collapsed": true, + "deletable": true, + "editable": true }, "outputs": [], "source": [] } ], "metadata": { + "anaconda-cloud": {}, "kernelspec": { - "display_name": "Julia 0.5.0", + "display_name": "Julia 0.5.1", "language": "julia", "name": "julia-0.5" }, @@ -358,21 +469,9 @@ "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", - "version": "0.5.0" - }, - "widgets": { - "state": { - "207f6600-4def-4f51-8526-e8b4be507216": { - "views": [ - { - "cell_index": 6 - } - ] - } - }, - "version": "1.2.0" + "version": "0.5.1" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 }