{ "cells": [ { "cell_type": "markdown", "id": "e558b634", "metadata": {}, "source": [ "# Plotting tracks\n", "\n", "
\n", "
Almost all core objects in tracklib have a graphical function for displaying data: plot.
\n", "\n", "There are different ways of displaying analytical tracks, as shown below. \n", "\n", "You can create a set of plot in a same graphic with the *append* parameter: if the value is\n", "- True : append to the current plot\n", "- False: create a new plot\n", "- Ax : append to the fiven *ax* object\n" ] }, { "cell_type": "markdown", "id": "d75663f6", "metadata": {}, "source": [ "## Importing Tracklib" ] }, { "cell_type": "code", "execution_count": 1, "id": "dc630805", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Code running in a no shapely environment\n" ] } ], "source": [ "import os\n", "import sys\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "# Import the Tracklib library\n", "import tracklib as tkl" ] }, { "cell_type": "markdown", "id": "f6400ab7", "metadata": {}, "source": [ "## Loading a Sample GNSS Track\n", "\n", "This GNSS trajectory representes a running training session on an athletics track." ] }, { "cell_type": "code", "execution_count": 2, "id": "3f3d09af", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: no reference point (base) provided for local projection to ENU coordinates. Arbitrarily used: [lon= 2.457019882, lat=48.830705099, hgt= 55.200]\n" ] } ], "source": [ "tkl.ObsTime.setReadFormat(\"4Y-2M-2DT2h:2m:2sZ\")\n", "\n", "tracks = tkl.TrackReader.readFromFile('../../../data/gpx/activity_5807084803.gpx', tkl.TrackFormat({'ext':'GPX'}))\n", "trace = tracks.getTrack(0)\n", "\n", "# Transformation GEO coordinates to ENU\n", "trace.toENUCoords()\n", "\n", "# \n", "trace.resample(50, tkl.MODE_SPATIAL)" ] }, { "cell_type": "markdown", "id": "e9054e3e", "metadata": {}, "source": [ "## Basic Plots\n", "\n", "Several graphical elements can be displayed on the same figure using the `append` parameter.\n", "\n", "- When `append=False` (default), a new figure is created.\n", "- When `append=True`, the graphical element is added to the current figure.\n", "- Alternatively, `append` can be set to an existing Matplotlib axis, in which case the element is drawn on that axis.\n", "\n", "The examples below illustrate different ways of displaying a track:\n", "\n", "- **Figure 1** displays the track as a line. The start point (`S`) and the end point (`E`) are added to the same figure.\n", "- **Figure 2** displays the track as individual points. The `sym` parameter is set to `\">\"` to specify the marker used for each observation.\n", "- **Figure 3** displays the track in a circular coordinate system." ] }, { "cell_type": "code", "execution_count": 3, "id": "8b3061ee", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(11, 2))\n", "plt.subplots_adjust(top=1.3, wspace=0.2, hspace=0.5)\n", "\n", "# ---------------------------------------------------------------------\n", "# \n", "ax1 = plt.subplot2grid((1, 3), (0, 0))\n", "#trace.plot(type='LINE', append=ax1)\n", "trace.plot(sym='g-', title='original extract track', append=ax1)\n", "\n", "# plot first obs, plot last obs\n", "trace.plotFirstObs(append=ax1)\n", "trace.plotLastObs(append=ax1)\n", "\n", "# ---------------------------------------------------------------------\n", "# \n", "ax2 = plt.subplot2grid((1, 3), (0, 1))\n", "trace.plot(type='POINT', sym='g>', append=ax2)\n", "# ax22.scatter(trace.getX(), trace.getY(), marker='o', c='#C0C0C0', s=5)\n", "\n", "# ---------------------------------------------------------------------\n", "#\n", "ax3 = plt.subplot2grid((1, 3), (0, 2))\n", "trace.plot(type='CIRCULAR', append=ax3)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "74de8d84", "metadata": {}, "source": [ "## Plot a track with markers\n", "\n", "The following plots illustrate several marker styles that can be used to display observations." ] }, { "cell_type": "code", "execution_count": 4, "id": "112da9e2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5))\n", "plt.subplots_adjust(top=1.3, wspace=0.2, hspace=0.2)\n", "\n", "# Figure 1\n", "ax1 = plt.subplot2grid((3, 3), (0, 0))\n", "trace.plotAsMarkers()\n", "\n", "# Figure 2\n", "ax2 = plt.subplot2grid((3, 3), (0, 1))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_WARNING, append=ax2)\n", "\n", "# Figure 3\n", "ax3 = plt.subplot2grid((3, 3), (0, 2))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_NO_ENTRY, append=ax3)\n", "\n", "# Figure 4\n", "ax4 = plt.subplot2grid((3, 3), (1, 0))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_INTERDICTION, append=ax4)\n", "\n", "# Figure 5\n", "ax5 = plt.subplot2grid((3, 3), (1, 1))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_SPOT, append=ax5)\n", "\n", "# Figure 6\n", "ax6 = plt.subplot2grid((3, 3), (1, 2))\n", "trace.plotAsMarkers(bkg='w', frg='c', sym_frg = \" \", sym_bkg = \"v\", append=ax6)\n", "\n", "# Figure 7\n", "ax7 = plt.subplot2grid((3, 3), (2, 0))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_NO_STOP, size=8, append=ax7)\n", "\n", "# Figure 8\n", "ax8 = plt.subplot2grid((3, 3), (2, 1))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_INFORMATION, size=10, append=ax8)\n", "\n", "# Figure 9\n", "ax9 = plt.subplot2grid((3, 3), (2, 2))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_BOWTIE, size=10, append=ax9)" ] }, { "cell_type": "markdown", "id": "9e301df9", "metadata": {}, "source": [ "## Plotting Analytical Features\n", "\n", "Tracklib provides several ways to visualize the values of an `AnalyticalFeature` (AF). The following examples demonstrate some of the available plots.\n", "\n", "We first compute the `speed` analytical feature for the sample training track. The curvilinear abscissa is computed automatically as part of the same operation." ] }, { "cell_type": "code", "execution_count": 5, "id": "a5a5b515", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All AF: ['abs_curv', 'speed']\n", "Speed for the first observation: 5.533338627821578\n" ] } ], "source": [ "# Speed computing\n", "trace.estimate_speed()\n", "\n", "print ('All AF: ', trace.getListAnalyticalFeatures())\n", "print ('Speed for the first observation: ', trace['speed'][0])" ] }, { "cell_type": "markdown", "id": "12119a7a-e14c-4252-b9d5-9d85739c3877", "metadata": {}, "source": [ "### Displaying Speed as a Raster" ] }, { "cell_type": "code", "execution_count": 6, "id": "6f9199d7", "metadata": {}, "outputs": [ { "data": { "image/png": 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RiViYCwtRMmcOWGkpAEC/fTtUL78MeY8eNp3P+fpW/kBXjSbkefD3LC/pTLJHHgGnUsG4a1flQ9vhwyGJjnbZ/YmHs6UGTwmfiIV+167KZH/Xmpu677+3OeErhg2Dcf9+sKKiyh9shQKKkSOdFW41HMdBNmAAZHctWt8Y5kOHYFy6FKygAHyXLpDOmgVOrXbItYkbooRPmhS93qoXAQeA6fU2n84HBsJ7yRIY//c/wGyGND4efGCgw8N0BXNODgwTJlQ+jzCbYS4ogOHKFchSUxu92DVxT2LtpUNt+KRGfMuWlTUQqRSQSMA4DrLu3e27hq8v5AMGQD5oUJNN9gBgzsiwJHsAgMkElpUFXL0qaFxExJzw0HbevHngOM5qi4mJsesaVMMn1TCTCeXr11c+WGKs8gdTJoPcQc0jTU5tX0wXjy0gTYiTmnRiY2Oxbds2y77Uzm7O9BNLqmGFhWCFhdbTt5rNMHtojVYyaBCgUt1J8DwP9OgB3fnzqMjIgCk/X9gAifg4qVumVCpFaGioZQsKCrLvfLvvSNwe5+MDSCSAyWR13JW9bMSEa94csv/8B8bly4H8fHBduqDUYIA5Pb3yS/vjj/D9+98hi4oSOlQiFnbU8LVardVhhUIBhUJR4ylnzpxBWFgYlEolEhMTkZKSglatWtkcFtXwSTWcQgHVCy9Y/cAqBg+GpGVLAaMSFh8VBfmyZZCnpcGUkADz9euVLzAGmM0o+/FHYQMk4mJHDT88PBxqtdqypaSk1HjJhIQEpKamYvPmzVi5ciUuXLiAXr16obi42OawqIZPAABmrRamM2fAqVSQxMRA0asXpJGRMOXmgtdoIG3bVugQRcNcXm49xoAxsLIyYYMiosI4DqyeGn7V67m5uVaLmNdWux8yZIjl33FxcUhISEBERATWr1+P8ePH2xQXJXwC04ULKF2wALg9yErSqRO8Zs+GpEULSFq0EDg68ZG3b4+KLVvAJBIwL6/KNn2ZDKZbtyAJCBA6PCIGdjTp+Pn5WSV8W/n7+6Ndu3Y4e/aszedQkw5B+SefAOXlln3T0aMwbN8uYETiJm3dGt7PPw/m62sZIm8uK4N23TqhQyNi4YK5dEpKSnDu3Dk0b97c5nMo4ROY8/OtRtSC5yuPkVrxoaGV/6j60jIGU0EBzDqdcEER8XBCwn/ttdewc+dOZGdnY8+ePXj88cchkUgwatQom69BTToEkshImI4ftxpYJGnTRtigRI739a1+UC4HJ5O5PhgiPk7oh3/p0iWMGjUKN27cgEajQc+ePbF3715oNBqbr+FWNfyUlBR069YNvr6+CA4OxvDhw3Hq1CmrMn379q02Wu2VV14RKGJxUP3973dqrABkgwdD2rOngBGJn0SthtfAgXcO8Dx8H3/c5Qu9EJFyQg0/LS0NV65cgU6nw6VLl5CWloa2dnamcKsa/s6dO5GcnIxu3brBaDTin//8JwYNGoTjx4/D29vbUm7ChAlYsGCBZd/Ly0uIcEWDDwqC93vvgRUUAEqlx/a3t5dXz56Qt2sH061bkIaEQEKfG6lCk6c53+a7VzkCkJqaiuDgYBw4cAC9e/e2HPfy8kLoXTVaAnA8D44+E7tJg4MhDQ4WOgwiNiJN+G7992dRUREAoFmzZlbH165di6CgIHTs2BGzZ89GWR19qHU6HbRardVGCCF1YTZuruZWNfy7mc1mTJ06FT169EDHu9YxffbZZxEREYGwsDAcPnwYb7zxBk6dOoWNGzfWeJ2UlBTMnz/fVWETQtyBSGv4HGNMiF80Tjdp0iT8+uuv2L17N1rWMSXAjh070L9/f5w9e7bGByA6nQ66u7raabVahIeHo6ioqEGDJZyBmc2A2eyyBcIJcVdarRZqtbrB3++q86+1bQs/iaTusiYTNOfOuTSXuGWGmDx5Mn766Sf88ccfdSZ7oHJ+CgC1Jvy6JjISg4rffkPF998DRiOkcXHwfuklcEql0GER4tlEWsN3qzZ8xhgmT56M7777Djt27EAbG/qSZ2VlAYBdo9XEwnDoECo2bKhcnIMxGI8cQVlamtBhkRowsxllly+jJDsbRpp3x/25YKRtQ7hVDT85ORnr1q3DDz/8AF9fX+Tl5QEA1Go1VCoVzp07h3Xr1uFvf/sbAgMDcfjwYUybNg29e/dGXFycwNHbz3jmjPU0xmYzjCdPChsUqYaZzbi+dy90t2fY5CQSaHr2hJzWxHVfVMN3vpUrV6KoqAh9+/ZF8+bNLVt6ejoAQC6XY9u2bRg0aBBiYmIwY8YMjBgxAj820altOX9/6ykROA48Td4lOrobNyzJHqhcUazYjgmvSNNDvXRcoL7nz+Hh4di5c6eLonE+Ra9eMPzvfzBlZ98+oIDqmWcEjYlUx+7+pVx17J7FZYibEWkN360SvqfhFAr4zJwJ47FjYBUVkMbE0ChZEVIEBkLi5QVT1YykjME7IkLYoIhzUcInzsDJZJB17ix0GKQOvFSK4F69UHL+PMwGA1TNm0Npx4RXpAmihE+I55IoFFC3by90GMRVKOETQoiH4PnKrS4CjHmlhE8IIQ5mSy8c6qVDCCHugJp0CCH3YqWllSOl1WpwAiQA4iSU8AkhVZjZDN2KFTD+/DMAgI+NhWrOHHAimZCPNJJIE75bjbQlpKkw/vKLJdkDgPnECVR89JGAERGHorl0CCFVTMePV/biqBqFazbDfOyYsEERxxFpDZ8SPiEC4AIDrQ/wPLigIGGCIY4n0oRPTTqECEA+ciS4u9fClcmgeOUVp9zLTdc4EjWaPI0QYsGp1fD66CMYMzMBvR6S+HjwISEOvUd5WRkKrlyByWSCytsbIWFh4OsbDEQcg+PqH3hVw6R6zkYJnxCBcN7ekA0Y4JRrM8aQf/kyzLeTSnlpKW5dv47Au/+qIM4j0iYdSviEuCGTyWRJ9lX0er1A0XggSviEEGcxGY24duUKdBUVUKhUCAoNhVQmg9FgsJRReXkJGKGHoYRPCHGWgsuXUV5aCgAoKy7GdcbQPDwcN/LzYTQa4e3jAzWthuY6lPAJIc6iq1pc5baK8nLIZDKEtmwpUEQejhI+IcRZ5EolKsrKrPbrwxjDtWvXUFJSAp7nERwcDC9q9nEIsc6WSX20CHEDwS1aQKFSgeM4KFUqBIeF1XtOYWEhiouLwRiDyWRCXl5etQe9pIFoagVSn6rFrjnqK03sJJXJ0KJNG7vOubfXDmMMRqMRcrnckaF5JmrSIbVhZjPKv/4a+p07AQDyPn2gGjWKEj9xKpVKhZKSEsu+RCKBVEopwSFsWfFKgO83/d8VAd3WrdBnZFj29RkZ4IOCoExKEjAq4u58fX1hMplQXFwMqVSKoKAgGonrKFTDJ7UxnjpV8zFK+KSBGGMounkTpUVFkMhkCAwJgeyephqO4xAQEIAA6q7peCJN+B776/zjjz9G69atoVQqkZCQgH379gkWC+/vb/3nHc9XHiOkgYpv3cLN/HzoKipQVlyMqzk5NImaC4l18jSPTPjp6emYPn065s6di4MHD+L+++9HUlISCgoKBIlH+eij4NRqyz6nVkP56KOCxELcQ9UgrCpGgwHG2qZW+P57oG1bwNcXGDAAuHjR+QG6O+qlIx7vvfceJkyYgLFjxwIAPvnkE/z888/46quvMGvWLJfHwwcEwHf+fBiPHgUASDt2BE/9oUkjSGtovpHU9EB2zx7giScAACY/P1x7/HFUXL4MhckETcuWkMpkrgjX/Yi0ScfjEr5er8eBAwcwe/ZsyzGe5zFgwABkZmZWK6/T6aDT6Sz7Wq3WKXHxXl6QP/igU65NPE+ARgN9RQXKS0vB8TyCW7QAL5FUL5ieDkgkgNGIa/Pno6xXL0AqrZxa+fJlhLVu7fLY3QIlfHG4fv06TCYTQu6ZezwkJAQnT56sVj4lJQXz5893VXiEOATP82geEQGz2QyO48DVllzuenaki4sDqv4K4Lhq0zUQO4g04XtkG749Zs+ejaKiIsuWm5srdEiE2Izn+dqTPQCMGgUwBnAcFMeOAUaj5SVbpmcgtRBpG77HJfygoCBIJBLk5+dbHc/Pz0doaGi18gqFAn5+flYbIW7jwQeBn34CYmOh+eADqM6dAwdA6eWFEJp4reFEmvA9rklHLpcjPj4e27dvx/DhwwEAZrMZ27dvx+TJk4UNjhAhDB4MDB4MCYDmQsfiJhgAVk9Cp26ZLjJ9+nR8/vnnWL16NU6cOIFJkyahtLTU0muHEEIaxQU1/MWLF4PjOEydOtXmczyuhg8ATz/9NK5du4Y5c+YgLy8PnTt3xubNm6s9yHUF882b0G/dClZWBll8PKRxcS6PgRDiYE5+aLt//358+umniLMzX3hkDR8AJk+ejJycHOh0Ovzvf/9DQkKCy2MwFxaidPZs6DdtgmH7dpSlpFgmUCOENGFOrOGXlJTgueeew+eff273tBgem/DFwJCRAVZSApjNgMkEANB9843AURFCGs2OhK/Vaq22u8f91CQ5ORlDhw7FgAED7A6LEr6AmE5nebjDOK7yIU5tw98JIU2HHQk/PDwcarXasqWkpNR62bS0NBw8eLDOMnXxyDZ8sZDExAC//HLnTzuzGRIabUsEwMxmaK9cgb60FHIfH8h8fGAoK4PC2xtK6opsPzva8HNzc626eysUihqL5+bm4h//+Ae2bt0KZQPHSFDCF5Dhzz8rRzpWzWLI81aTqBHiKjfOnUPptWsAgLIbNyq7FN6eiqFZRAT8BOjQ0JTZs6atreN7Dhw4gIKCAnTt2tVyzGQy4Y8//sBHH30EnU4HSU3TZ9yFEr6AzJcv30n2AMBxYALN2Ek8W+n169YH7vq5LLx8mRK+vZzQS6d///44cuSI1bGxY8ciJiYGb7zxRr3JHqCELyhJ69YwZWdXPrS9jQ8PFy4g4rF4qRRmg0HoMNyHE5Y49PX1RceOHa2OeXt7IzAwsNrxWm9p1x2JQylHjoQkMtKyL73/figGDxYwIuKpAtu2vVPj5DirZOTfooVAUTVhNLUCuRfn7Q3vN9+EuaAAnEQCLiio7omuCHESr2bN0CI+HsbycshUKujLy6EvK4Pc2xsqemhrPxfNlvn777/bVZ4SvsA4noekhknbCHE1qVxuWThFJZdDRR0IGk6k0yNTwhcZxhhMR4+CXb8OPjISkogIoUMihNjJnl46rkQJX0QYY6hYuRLGqj/TOA6KiRMhf/hhQeMihNhJpDV8emgrIqYTJ+4kewBgDLovvgCrZ6g1IURkRPrQlhK+iLCbN6sfNBor59shhDQdIk341KQjIpLIyMrucFX98nkenL8/OH9/QeMihNiJmnRIffiwMCinTAFu95TgAgKgmjULnA0j6AghIlI18Kq+zcWohi8ysu7dIX3wQbCyMnA+PuAE+KEghDQO9dIhNuOkUnA02IWQpk2Egygp4RNCiKOJtA3froR/4sQJpKWlYdeuXcjJyUFZWRk0Gg26dOmCpKQkjBgxota5nAkh7s2s16P04EEYi4ogCw6Gd1yc5z5/EmnCt6mB+ODBgxgwYAC6dOmC3bt3IyEhAVOnTsXChQvx/PPPgzGGN998E2FhYViyZEm9S3QRQtwLYwy3fv0VpYcPQ5edjZJ9+6DdvVvosITTlLtljhgxAq+//jq++eYb+NfRRTAzMxPLli3D0qVL8c9//tNRMRJCRM5UXAxDXp7VsfLTp+HXu7dnTggo0hq+TQn/9OnTkMlk9ZZLTExEYmIiDDSvNiEepaamG49tzgGadsK3Jdk3pjypG6uoQMWqVTAePAjOxweKF16A7K5lzggRmsTbG6oOHVB+/HhlImMMPg8+6Jm1e7hZt8z9+/cjIyMDBQUFMN+1WhMAvPfeew4JjNxR/vnnMO7ZA5jNYMXFKH/3XfCLFlktnkKI0Px69oSiZUvLQ1tFWJjQIQnHCSteOYLdCf/tt9/Gv/71L0RHRyMkJMTqN7in/jZ3NuO+fXemW2AM4DgYs7Io4RPBmXNyYPi//wMrLISka1conn4aSk9uyqnSlJt07rZs2TJ89dVXGDNmjBPCabjs7GwsXLgQO3bsQF5eHsLCwvD888/jzTffhPz2VAXZ2dlo06ZNtXMzMzPx0EMPuTpkm3FKJZhef+cAY4BKJVxAhAAw5+WhIjkZqKgAzGaY//oL5vx8KKZNEzo04blLwud5Hj169HBGLI1y8uRJmM1mfPrpp4iKisLRo0cxYcIElJaW4t///rdV2W3btiE2NtayHxgY6Opw7aJ45hlUfPYZIJEAjIELDIS8Vy+hwyIezrRjhyXZAwAYg+mnn8CSk8HdrmR5LHdJ+NOmTcPHH3+MDz74wAnhNNzgwYMx+K4FwCMjI3Hq1CmsXLmyWsIPDAxEqI3LCup0OqtxBVqt1jEB20Hevz94jQbGQ4fA+fhANmAAOB8fl8dBiJV7nt8BqPzrk7hPwn/ttdcwdOhQtG3bFh06dKjWI2fjxo0OC66xioqK0KxZs2rHhw0bhoqKCrRr1w4zZ87EsGHDar1GSkoK5s+f78wwbSKNi4M0Lk7oMAixkPTuDcOaNYDRWJn8eR6SXr2odg+INuHb/Zh4ypQpyMjIQLt27RAYGAi1Wm21icXZs2exfPlyTJw40XLMx8cHS5cuxYYNG/Dzzz+jZ8+eGD58ODZt2lTrdWbPno2ioiLLlpub64rwCRE9vlUrKJYuBd+xI7jwcEgeewzyWbOEDksUmI2bq3GM2fc3mK+vL9LS0jB06FBnxWRl1qxZWLJkSZ1lTpw4gZiYGMv+5cuX0adPH/Tt2xdffPFFneeOHj0aFy5cwK5du2yKR6vVQq1Wo6ioCH40oyUhbqWx3++q87PHj4dfPX/paPV6tP7yS5fmErubdJo1a4a2bds6I5YazZgxo94eQZF3dU+8cuUK+vXrh+7du+Ozzz6r9/oJCQnYunVrY8MkhJA7RNqkY3fCnzdvHubOnYtVq1bBy8vLGTFZ0Wg00Gg0NpW9fPky+vXrh/j4eKxatQq8DQMbsrKy0Lx588aGSQghd7hLwv/www9x7tw5hISEoHXr1tUe2h48eNBhwdnj8uXL6Nu3LyIiIvDvf/8b165ds7xW1SNn9erVkMvl6NKlC4DKB8xfffVVvc0+hBBiF3cZaTt8+HAnhNF4W7duxdmzZ3H27Fm0bNnS6rW7H1MsXLgQOTk5kEqliImJQXp6OkaOHOnqcAkh7k6EMw/Y/dDW09FDW0Lcl6Me2l6YOBF+9SwGpdXp0ObTT8X30JYxRvPkEEKIrUTahm9TI1JsbCzS0tKgv3s+lxqcOXMGkyZNwuLFix0SHCGENElNecWr5cuX44033sDf//53DBw4EA888ADCwsKgVCpx69YtHD9+HLt378axY8cwefJkTJo0ydlxE0KIeIm0hm9Twu/fvz/+/PNP7N69G+np6Vi7di1ycnJQXl6OoKAgdOnSBaNHj8Zzzz2HgIAAZ8dMCCHi1pQTfpWePXuiZ8+ezoqFEELcgzskfEIIcTVmMsHw++9geXngW7eGtHt38XcioYRPCCH2YWYzyt99F6YDByrXgzCZIDt5Esrx44UOrW4cBybChO/6oV6EEGIj85kzlckeAEwmAIBh82aYb9wQMCobiLSXDiV8QohosbIyu46LBiV8QgixjyQqCvD2vjPvDM+D02jA27hinWAo4RMxYyYTbh47his7dyL/f/+DoaRE6JAIAefrC6+33gLfsiWgUICPioLXnDng7pm0UXREmvBtfmjL83y9T8Y5joPRaGx0UMT1Ck+fRumlSwAAk06Hgv37Eda7NziJRODIiKeTtG0L76VLhQ7DPk29l853331X62uZmZn48MMPYa5pUWPSJFTc/RCMMZj1ehjLyyGjxdIJsV9TT/iPPfZYtWOnTp3CrFmz8OOPP+K5557DggULHBoccR2ZtzeMZWVA1eSpHAdJPbP9EUJqZsuatUJMU9ygNvwrV65gwoQJ6NSpE4xGI7KysrB69WpEREQ4Oj7iIv4xMZCqVJU7PI/AuDjwYm8nJUSsnNCGv3LlSsTFxcHPzw9+fn5ITEzEr7/+atc17Bp4VVRUhLfffhvLly9H586dsX37dvTq1cuuGxJxkqpUCO3ZE6aKCvByOXhquyek4Zyw4lXLli2xePFi3HfffWCMYfXq1Xjsscfw119/ITY21qZr2Jzw33nnHSxZsgShoaH4+uuva2ziIU0bx3F3avmEkIZzQhv+o48+arW/aNEirFy5Env37nV8wp81axZUKhWioqKwevVqrF69usZyGzdutPWShBDivmxM6Fqt1mpfoVBAUc/zM5PJhA0bNqC0tBSJiYk2h2Rzwh89erT4JywihBAxsKOGHx4ebnV47ty5mDdvXo2nHDlyBImJiaioqICPjw++++47dOjQweawbE74qampNl+UuCezyQSz0QiJXE6//Ampgz29dHJzc63WtK2rdh8dHY2srCwUFRXhm2++wYsvvoidO3fanPRptkxik9KCAlw/dQpgDDIvLwR36gQpddskpGZ21PCret3YQi6XIyoqCgAQHx+P/fv3Y9myZfj0009tOp+mViD1MhkMlmQPAIayMty6cAEAYDabacAdIfdy0dQKZrMZOp3O5vJUwyf1MhsMdwZk3WYoL8eNK1egvT1CVx0UhIDQUGrqIS7BysrAiovBBQaCk4owjTmhl87s2bMxZMgQtGrVCsXFxVi3bh1+//13bNmyxeZriPCTImIjVSohkcth0uvvHPP1tSR7ACi6fh1KHx94+foKESLxIPpt21Dxn/8AZjM4tRper78OSevWQodlzQkJv6CgAKNHj8bVq1ehVqsRFxeHLVu2YODAgTZfw62adFq3bg2O46y2xYsXW5U5fPgwevXqBaVSifDwcLzzzjsCRdt0cDyPkPvvhzIgADIvL/iFh0Ph71+tnPGuXwiEOIMpJwcVqanA7WZEptWi7J13wJgQExXUoWrgVX2bHb788ktkZ2dDp9OhoKAA27ZtsyvZA25Yw1+wYAEmTJhg2fe9q8ap1WoxaNAgDBgwAJ988gmOHDmCcePGwd/fHy+//LIQ4TYZMpUKIZ06Wfb1FRXVyii9vV0ZEvFAppwc6wOMgWm1KP/Pf+D14ovCBFUDsc6l43YJ39fXF6G1LI6wdu1a6PV6fPXVV5DL5YiNjUVWVhbee+89Svh2kiuVCGndGkXXrgEA/IODIVcqAVSuQ1p47Rr05eVQqFRQBwdT2z5xCD442Gq/KmkaMjJg7N0b0jZtXB9UTUQ6W6ZbNekAwOLFixEYGIguXbrg3XfftZqfPzMzE71794ZcLrccS0pKwqlTp3Dr1q0ar6fT6aDVaq02UsnL1xfNIyPRPDISqrumUb5++TIK8/NRptXiVn4+bly5ImCUxJ1IoqMh7dv3noOSykXDb94UJKYaiXQBFLdK+FOmTEFaWhoyMjIwceJEvP3225g5c6bl9by8PISEhFidU7Wfl5dX4zVTUlKgVqst272j4kh1pUVF1vuFhcIEQtwOx3FQjRsHNGsGJpUCUmllW7hEAomYZuulhN8ws2bNqvYg9t7t5MmTAIDp06ejb9++iIuLwyuvvIKlS5di+fLldvVTvdfs2bNRVFRk2XJzcx311tySyWCo1nwjoWmWiQNxPA/v118Hp9FUJk2lEl6TJoEPChI6tDtEmvBF34Y/Y8YMjBkzps4ykZGRNR5PSEiA0WhEdnY2oqOjERoaivz8fKsyVfu1tfvbMpERqWTS63E1KwvMbAZUKoDjwPM8NC1bCh0acTOS8HD4vvMOUFYGqFTg7Ozx4nQibcMXfcLXaDTQaDQNOjcrKws8zyP49oOexMREvPnmmzAYDJDdrnVu3boV0dHRCAgIcFjMnqqkoKCyhg8AJSUAz6NZZCQUXl5Ch0bcEMdxgFh7hok04Yvs12LDZWZm4oMPPsChQ4dw/vx5rF27FtOmTcPzzz9vSebPPvss5HI5xo8fj2PHjiE9PR3Lli3D9OnTBY7ePTDGwDgOZqUSTKkEbje5EeJpmI2bq4m+hm8rhUKBtLQ0zJs3DzqdDm3atMG0adOskrlarcZvv/2G5ORkxMfHIygoCHPmzKEumQ7iFRiIm7duWWouTC6HhGr3xBOJtIbvNgm/a9eu2Lt3b73l4uLisGvXLhdE5HmMJlO10YPlJSVWXTYJ8QhOWOLQEdwm4RPX0ldUQFdeDrlSCcXtZRFrWgeXF+PEVoQ4G9XwibsoKSzEtUuXLPtBLVrANyAACpUKfs2aQXt7AEzVPiEeSYTPryjhE7vduqdr6638fPgGBIDjOASFhcEvMBDMbIZcqaSHtsQzUQ2fuIt7Zya8d19O4xaIpxNpwnebbpnEdfzvGRdx7359GGMo12pRevMmTAaDI0MjRBSoWyZxG36BgZApFJaHtvYuenIjJwcl168DqHzQGxoTA/ntB7+EuAWq4RN3ovLxgb9GY3eyN1RUWJI9AJhNJhTVMnEdIU0WzaVDSPX2fqBy/nxC3ArV8AkBZEolFPcMxPJt4FxJhIiWE5Y4dASq4ROX4jgOIe3aoeTaNZgMBnj5+1f7BUBIkyfSGj4lfOJyPM/D756FaAhxJ7SmLSGE2IEZDCj/9lsYDhwAp1RC+dhjkD/wgNBh2YZq+IQQYrvy77+HfudOgDGw4mKUffkl+IAASNu2FTq0+ok04dNDW0KIKBmysoC7e3VxHAzHjgkWj11E2i2TEj4hRJQ4Ly/rpMhY5bGmgBI+IYTYTvXEE1aJkddoIO/eXeCobCTShE9t+IQQUWAVFdDv2AFWVARp+/aQde4M3zffhOHoUXBKJeQPPgiuqUzBIdI2fEr4pMlhZjPMZjN4iYSmX3YTTKdD6Zw5MF+6BPA89Js2QTF6NBRDhkDSooXQ4dmNcRxYPT+b9b3uDJTwSZNScuMGrp87B5jNUPj4IDg6GhKZTOiwSCMZ9u2DOTe3csdkAgDo0tIgHzy4af5SF2kNn9rwSZOhKyvD9bNnK3c4DrqSEhRWJQnStJWXV0+ABoMl+Tc51IZPSOPcunjR+gDHQV9eLkwwxKEkHTsCEkllgmcM4HlIOnUC15TXRBbhXyZUwydNhslguPMlul1DUtg5PTMRJ0lYGLzeeAN8WBg4Hx9Iu3WD1+TJQofVcFTDJ6RxvAICUHRXjZ6XSuHfsqWAERFHknbsCJ9//1voMBxDpG34lPBJk+F/u7dGeWEhpEolmrVqBV6AKWYJqZdIE77bfFt+//13cBxX47Z//34AQHZ2do2v7927V+DoiS04jkNAy5YI69gRwVFRkMrlQodESI1oTVsn6969O65evWp17K233sL27dvxwD0z7G3btg2xsbGW/cDAQJfESAjxECKt4btNwpfL5QgNDbXsGwwG/PDDD3j11Ver9eMNDAy0KksIIQ5ly4pWAjRHuk2Tzr02bdqEGzduYOzYsdVeGzZsGIKDg9GzZ09s2rSpzuvodDpotVqrjRBC6iTSXjpum/C//PJLJCUloeVdvTh8fHywdOlSbNiwAT///DN69uyJ4cOH15n0U1JSoFarLVt4eLgrwieENGUiTfgcY0yIZwc2mzVrFpYsWVJnmRMnTiAmJsayf+nSJURERGD9+vUYMWJEneeOHj0aFy5cwK5du2p8XafTQafTWfa1Wi3Cw8NRVFQEPz8/O94JIUTstFot1Gp1g7/fVeef+L//g289UzkXl5Wh/QsvuDSXiL4Nf8aMGRgzZkydZSIjI632V61ahcDAQAwbNqze6yckJGDr1q21vq5QKKBQKGyKlRBCAFrTtsE0Gg00Go3N5RljWLVqFUaPHg2ZDZNqZWVloXnz5o0JkRBCrFEvHdfYsWMHLly4gJdeeqnaa6tXr4ZcLkeXLl0AABs3bsRXX32FL774wtVhEkLcmRMSfkpKCjZu3IiTJ09CpVKhe/fuWLJkCaKjo22+htsl/C+//BLdu3e3atO/28KFC5GTkwOpVIqYmBikp6dj5MiRLo6SEOLWnJDwd+7cieTkZHTr1g1GoxH//Oc/MWjQIBw/fhze3t62hSX2h7Zi09iHOoQQ8XLUQ9vjX39t00PbDqNGITc31+petj43vHbtGoKDg7Fz50707t3bpvjctlsmIcT1zDdvouLbb1G+bh2Mp04JHY5w7OiWGR4ebtX1OyUlxaZbFBUVAQCaNWtmc1hu16RDCBGG+eZNlMybB1ZWBgDQb9sGr+RkyOLjBY7M9exZ4rCmGn59zGYzpk6dih49eqBjx442x0UJn5DbzGVlKDt2DMxggDIqCrLgYKFDalL0f/xRmezNZsuxik2bPDLh29OG7+fnZ3fzUXJyMo4ePYrdu3fbdR4lfEIAmCsqcGP9ephLSwEAZX/9hYDhwyFvggtoC4UZDNUP3jVo0aM4sVvm5MmT8dNPP+GPP/6wmknAFtSGTwiAirNnYb51C5xWC+52LbU0K0vosJoUWdeulcsT3pXIZImJAkYkICdMrcAYw+TJk/Hdd99hx44daNOmjd1hUQ2fEACmy5chzckBd7vTmtnHB6x1a2GDamKkbdvC6x//gO6HH8AqKiBLSIDikUeEDks4Dh5YlZycjHXr1uGHH36Ar68v8vLyAABqtRoqlcqma1DCJwSAae/eytrpbXxJCRQ+PgJG1DTJ4uIgi4sTOgzhOaFJZ+XKlQCAvn37Wh1ftWpVvdPPVKGETwgAc3Ex7v36SWgOJdJQTkj4jhgyRW34hACQRkZaL0jBcZDW0aRjvnkT5oICh3wJifuhJQ4JETGf559HSWoqjOfOgVOp4PXUU5CGhVUrx4xGlH/wAYz79gEAJDEx8Jo1C1w9oyqJh6HJ0wgRL97PD35TpoCZTADPV1sWs4p+0yYY9++37JtOn0bFmjVQvfyyq0IlTYFIlzikhE/IXTiJpM7XTefPWx8wm2E6e9aJEZEmiWr4hDR9fEhI5Re1qu2e58GHhgoblBOZrl+H8fRpsIoKgDHwPj6Qde0Kzoa1JjwaJXxCmj7FE0/AeOgQzBcvAgC4gAAoR48WOCrnMJ45g5IPPwT0esBotByXtGkDnzfeoKRfF0r4hDR9nLc3vFNSYDpxAsxohLR9e3A2DnppasrS0wGTySrZA4DpwgXoMzOhsHFKXo9ECZ8Q98DJZJB6wOAiVlRkNRjNgufBiotdH1ATItY1bakfPiGkRtL27St7ktxbEzWbIbVjWT2P5IS5dByBaviENCHMZIJ+61aYzp8HFxgIxdCh4J00BYTXqFEo1ethPHy4cspjoxGctzdUTz0FaVSUU+7pNqhJhxDSWOWpqTDs3m1JKMZDh+Azbx44udzh9+JUKvi88goYY+A4zvJfYgORJnxq0iGkiWDl5ZXJHqhsWzebYb56FcaTJ51636okT8neDlUDr+rbXIxq+IQ0FbXN23PXClNEJKiGTwhpDM7LC9KuXe8kCp4HFxhID1BFiCZPI4Q0mnLECOikUpiuX4ckNBTKESPcdhxAkybSGj4lfEKaCN0vv0C3bl3ljlQK2d/+Br5ZM2GDIjUTacKnJh1CmgDTlSt3kj0AGI0oX7ECTK8XLihSN5H1wQeaUMJftGgRunfvDi8vL/j7+9dY5uLFixg6dCi8vLwQHByM119/HcZ7hoX//vvv6Nq1KxQKBaKiopCamur84AlpJPPVq9UP6nRghYUuj4XYQKQDr5pMwtfr9XjyyScxadKkGl83mUwYOnQo9Ho99uzZg9WrVyM1NRVz5syxlLlw4QKGDh2Kfv36ISsrC1OnTsVLL72ELVu2uOptENIgfIsW1gmC4wCVClwtlR8iMEr4jTN//nxMmzYNnTp1qvH13377DcePH8eaNWvQuXNnDBkyBAsXLsTHH38M/e0/ez/55BO0adMGS5cuRfv27TF58mSMHDkS77//vivfCiF2k4SGQjl27J2+23I5vKZMccqAK+IAIk34bvPQNjMzE506dUJISIjlWFJSEiZNmoRjx46hS5cuyMzMxIABA6zOS0pKwtSpU2u9rk6ng06ns+xrtVqHx06ILeQPPwzpAw+A3bwJPjiYllUUMcZxYPUk9Pped4YmU8OvT15enlWyB2DZz8vLq7OMVqtFeXl5jddNSUmBWq22bOHh4U6InhDb8H5+kLRuTcle7ERawxc04c+aNQscx9W5nXTysPH6zJ49G0VFRZYtNzdX0HgIIU2ASBO+oE06M2bMwJgxY+osExkZadO1QkNDsW/fPqtj+fn5lteq/lt17O4yfn5+UNUyeEWhUEChUNgUAyGEABBtP3xBE75Go4FGo3HItRITE7Fo0SIUFBQgODgYALB161b4+fmhQ4cOljK//PKL1Xlbt25FYmKiQ2IghBAAok34TaYN/+LFi8jKysLFixdhMpmQlZWFrKwslJSUAAAGDRqEDh064IUXXsChQ4ewZcsW/Otf/0JycrKlhv7KK6/g/PnzmDlzJk6ePIkVK1Zg/fr1mDZtmpBvjRDibqhJp3HmzJmD1atXW/a7dOkCAMjIyEDfvn0hkUjw008/YdKkSUhMTIS3tzdefPFFLFiwwHJOmzZt8PPPP2PatGlYtmwZWrZsiS+++AJJSUkufz+EEDcm0ho+x1htc66Smmi1WqjVahQVFcHPz0/ocAghDtTY73fV+VmZmfCtZyWy4pISdE5MdGkuaTI1fEIIaTJEWsOnhE8IIY5GCZ8QQjyELUsY0hKHhBDiBqiGTwghHoISPiGEeAZb1qylNW0JIcQdUA2fEEI8iEDLGNaFEr6dqsap0bz4hLifqu91Y8ejlpSW1pvwS0pLG3WPhqCEb6fi4mIAoHnxCXFjxcXFUKvVdp8nl8sRGhqKXr162VQ+NDQUcheuWkZTK9jJbDbjypUr8PX1BeekP9m0Wi3Cw8ORm5tL0zfYiT67hqHPrRJjDMXFxQgLCwPfwH7yFRUVlmVV6yOXy6FUKht0n4agGr6deJ5Hy5YtXXIvPz8/j/7yNQZ9dg1DnxsaVLO/m1KpdGkSt0eTmR6ZEEJI41DCJ4QQD0EJX4QUCgXmzp1LSys2AH12DUOfm2egh7aEEOIhqIZPCCEeghI+IYR4CEr4hBDiISjhE0KIh6CEL7BFixahe/fu8PLygr+/f41lLl68iKFDh8LLywvBwcF4/fXXYTQarcr8/vvv6Nq1KxQKBaKiopCamur84EWmdevW4DjOalu8eLFVmcOHD6NXr15QKpUIDw/HO++8I1C04vLxxx+jdevWUCqVSEhIwL59+4QOiTgBJXyB6fV6PPnkk5g0aVKNr5tMJgwdOhR6vR579uzB6tWrkZqaijlz5ljKXLhwAUOHDkW/fv2QlZWFqVOn4qWXXsKWLVtc9TZEY8GCBbh69aple/XVVy2vabVaDBo0CBEREThw4ADeffddzJs3D5999pmAEQsvPT0d06dPx9y5c3Hw4EHcf//9SEpKQkFBgdChEUdjRBRWrVrF1Gp1teO//PIL43me5eXlWY6tXLmS+fn5MZ1OxxhjbObMmSw2NtbqvKeffpolJSU5NWaxiYiIYO+//36tr69YsYIFBARYPjfGGHvjjTdYdHS0C6ITrwcffJAlJydb9k0mEwsLC2MpKSkCRkWcgWr4IpeZmYlOnTohJCTEciwpKQlarRbHjh2zlBkwYIDVeUlJScjMzHRprGKwePFiBAYGokuXLnj33Xetmr4yMzPRu3dvq9kJk5KScOrUKdy6dUuIcAWn1+tx4MABq58fnucxYMAAj/z5cXc0eZrI5eXlWSV7AJb9vLy8OstotVqUl5dDpVK5JliBTZkyBV27dkWzZs2wZ88ezJ49G1evXsV7770HoPJzatOmjdU5d3+WAQEBLo9ZaNevX4fJZKrx5+fkyZMCRUWchWr4TjBr1qxqDw/v3ejLZBt7Psvp06ejb9++iIuLwyuvvIKlS5di+fLl0Ol0Ar8LQsSBavhOMGPGDIwZM6bOMpGRkTZdKzQ0tFqPifz8fMtrVf+tOnZ3GT8/vyZfu2/MZ5mQkACj0Yjs7GxER0fX+jkBdz5LTxMUFASJRFLj5+Kpn4k7o4TvBBqNBhqNxiHXSkxMxKJFi1BQUIDg4GAAwNatW+Hn54cOHTpYyvzyyy9W523duhWJiYkOiUFIjfkss7KywPO85XNLTEzEm2++CYPBAJlMBqDyc4qOjvbI5hygcgGO+Ph4bN++HcOHDwdQucjP9u3bMXnyZGGDI44n9FNjT5eTk8P++usvNn/+fObj48P++usv9tdff7Hi4mLGGGNGo5F17NiRDRo0iGVlZbHNmzczjUbDZs+ebbnG+fPnmZeXF3v99dfZiRMn2Mcff8wkEgnbvHmzUG/L5fbs2cPef/99lpWVxc6dO8fWrFnDNBoNGz16tKVMYWEhCwkJYS+88AI7evQoS0tLY15eXuzTTz8VMHLhpaWlMYVCwVJTU9nx48fZyy+/zPz9/a16hhH3QAlfYC+++CIDUG3LyMiwlMnOzmZDhgxhKpWKBQUFsRkzZjCDwWB1nYyMDNa5c2cml8tZZGQkW7VqlWvfiMAOHDjAEhISmFqtZkqlkrVv3569/fbbrKKiwqrcoUOHWM+ePZlCoWAtWrRgixcvFihicVm+fDlr1aoVk8vl7MEHH2R79+4VOiTiBDQ9MiGEeAjqpUMIIR6CEj4hhHgISviEEOIhKOETQoiHoIRPCCEeghI+IYR4CEr4hBDiISjhE0KIh6CET0gN9Ho9oqKisGfPnkZdZ9asWVarbhEiJEr4xK2NGTOmximVBw8eXOd5n3zyCdq0aYPu3bs36v6vvfYaVq9ejfPnzzfqOoQ4AiV84vYGDx5stc7t1atX8fXXX9danjGGjz76COPHj2/0vYOCgpCUlISVK1c2+lqENBYlfOL2FAoFQkNDrba6pkM+cOAAzp07h6FDh1qOZWdng+M4rF+/Hr169YJKpUK3bt1w+vRp7N+/Hw888AB8fHwwZMgQXLt2zep6jz76KNLS0pz2/gixFSV8Qu6xa9cutGvXDr6+vtVemzt3Lv71r3/h4MGDkEqlePbZZzFz5kwsW7YMu3btwtmzZzFnzhyrcx588EFcunQJ2dnZLnoHhNSMEj5xez/99BN8fHystrfffrvW8jk5OQgLC6vxtddeew1JSUlo3749/vGPf+DAgQN466230KNHD3Tp0gXjx49HRkaG1TlV18rJyXHcmyKkAWjFK+L2+vXrV60NvVmzZrWWLy8vh1KprPG1uLg4y7+rFv7u1KmT1bGCggKrc6qWmSwrK7MvcEIcjBI+cXve3t6IioqyuXxQUBCOHDlS42tVSyMCAMdxNR4zm81W59y8eRMAHLbsJSENRU06hNyjS5cuOHnyJBy1NtDRo0chk8kQGxvrkOsR0lBUwyduT6fTIS8vz+qYVCpFUFBQjeX79euHkpISHDt2DB07dmz0/Xft2mXp2UOIkKiGT9ze5s2b0bx5c6utZ8+etZYPDAzE448/jrVr1zrk/mlpaZgwYYJDrkVIY9CatoTU4PDhwxg4cCDOnTsHHx+fBl/n119/xYwZM3D48GFIpfQHNREW1fAJqUFcXByWLFmCCxcuNOo6paWlWLVqFSV7IgpUwyeEEA9BNXxCCPEQlPAJIcRDUMInhBAPQQmfEEI8BCV8QgjxEJTwCSHEQ1DCJ4QQD0EJnxBCPAQlfEII8RD/Dzop8f55dZ96AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Colors as a gradient\n", "COLS = tkl.getColorMap((220, 220, 220), (255, 0, 0))\n", "\n", "trace.plot(type='POINT', af_name='speed', append = False, cmap = COLS, \n", " title='Speed values', w=4, h=3)" ] }, { "cell_type": "markdown", "id": "0128d2de-2399-47f9-a2ea-a73d590b547b", "metadata": {}, "source": [ "### Displaying Speed and Elevation Profiles\n", "\n", "Speed and elevation can be plotted as profiles against either distance (curvilinear abscissa) or time." ] }, { "cell_type": "code", "execution_count": 7, "id": "5054bc15", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -----------------------------------------------------------------------------------------------------\n", "# PROFIL\n", "# -----------------------------------------------------------------------------------------------------\n", "\n", "# Sample\n", "plt.figure(figsize=(12, 3))\n", "plt.subplots_adjust(top=1.3, wspace=0.2, hspace=0.5)\n", "\n", "trace.plotProfil('SPATIAL_SPEED_PROFIL', color=\"limegreen\", linestyle='-', append=plt.subplot2grid((2, 2), (0, 0)))\n", "trace.plotProfil('SPATIAL_ALTI_PROFIL', color=\"royalblue\", linestyle='--', append=plt.subplot2grid((2, 2), (0, 1)))\n", "trace.plotProfil('TEMPORAL_SPEED_PROFIL', color=\"lightseagreen\", linestyle=':', append=plt.subplot2grid((2, 2), (1, 0)))\n", "trace.plotProfil('TEMPORAL_ALTI_PROFIL', color=\"lightgreen\", linestyle='-.', append=plt.subplot2grid((2, 2), (1, 1)))\n", "\n" ] }, { "cell_type": "markdown", "id": "e6749a57-2e46-4d2e-acc4-865057d6f0b0", "metadata": {}, "source": [ "### Plotting Binary Analytical Features\n", "\n", "Binary `AnalyticalFeature`s can be superimposed on speed or elevation profiles to highlight observations matching a given condition." ] }, { "cell_type": "code", "execution_count": 8, "id": "529b2f97", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With AF\n", "\n", "# create two virtual transition AFs to visualize them\n", "stops = [0,0,0,0,0,1,1,0,0,0,0,1,0,0,0,0,0,1,1,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,0,0]\n", "trace.createAnalyticalFeature('STOP1', stops)\n", "stops = [0,0,0,0,1,1,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,1,0,0,1,0,0]\n", "trace.createAnalyticalFeature('STOP2', stops)\n", "\n", "TAB_AFS = ['STOP1', 'STOP2']\n", "trace.plotProfil('SPATIAL_SPEED_PROFIL', TAB_AFS, append=False)" ] }, { "cell_type": "code", "execution_count": 9, "id": "477443ac", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 2))\n", "plt.subplots_adjust(top=1.3, wspace=0.2, hspace=0.2)\n", "\n", "# -----------------------------------------------------------------------\n", "# Boxplot\n", "ax1 = plt.subplot2grid((1, 2), (0, 0))\n", "trace.plotAnalyticalFeature('speed', 'BOXPLOT', append=ax1)\n", "\n", "# Graphic values in Plot\n", "ax2 = plt.subplot2grid((1, 2), (0, 1))\n", "trace.plotAnalyticalFeature(\"speed\", \"PLOT\", append=ax2)" ] }, { "cell_type": "markdown", "id": "c2f9967c", "metadata": {}, "source": [ "## Gallery Preview" ] }, { "cell_type": "code", "execution_count": 10, "id": "db1261f5", "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 4))\n", "plt.subplots_adjust(top=1.3, wspace=0.5, hspace=0.5)\n", "\n", "# Figure 1\n", "ax1 = plt.subplot2grid((2, 2), (0, 0))\n", "trace.plot(sym='g-', title='original extract track', append=ax1)\n", "trace.plotFirstObs(append=ax1)\n", "trace.plotLastObs(append=ax1)\n", "\n", "# Figure 2\n", "ax2 = plt.subplot2grid((2, 2), (0, 1))\n", "trace.plotAsMarkers(type=tkl.MARKERS_TYPE_BOWTIE, size=10, append=ax2)\n", "\n", "# Figure 3\n", "ax3 = plt.subplot2grid((2, 2), (1, 0))\n", "trace.plotProfil('TEMPORAL_SPEED_PROFIL', color=\"royalblue\", linestyle='-.', append=ax3)\n", "\n", "# Figure 4\n", "ax4 = plt.subplot2grid((2, 2), (1, 1))\n", "trace.plot(type='CIRCULAR', append=ax4)" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python (tracklib)", "language": "python", "name": "tracklib-env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }