{ "metadata": { "name": "", "signature": "sha256:b637d60f0a102b3e10f4264649c4299593e288c8ae116622b243e261a39e0b8a" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": true, "input": [ "from pylab import *\n", "%matplotlib inline\n", "from scipy.integrate import odeint\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "# nastavitve za izris grafov (http://matplotlib.org/1.3.1/users/customizing.html)\n", "rc('text', usetex=True)\n", "rc('font', size=12, family='serif', serif=['Computer Modern'])\n", "rc('xtick', labelsize='small')\n", "rc('ytick', labelsize='small')\n", "rc('legend', fontsize='medium')\n", "rc('figure', figsize=(5, 3))\n", "rc('lines', linewidth=2.0)\n", "rc('axes', color_cycle=['k'])" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Grafi II" ] }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Logaritemsko merilo" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Linearno merilo, kot smo ga uporabljali doslej, ni vedno najbolje prilagojeno za prikaz podatkov. Kadar prikazujemo spremenljivko prek nekaj velikostnih redov, bodo male vrednosti stla\u010dene v okolico izhodi\u0161\u010da. Obi\u010dajno zdravilo za ta problem je logaritemsko merilo. V\u010dasih lahko s transformacijo merila napravimo graf, ki je blizu linearnemu in s tem optimalen za razbiranje vrednosti. Poglejmo si grafa podatkov iz datoteke adrenalin.dat v linearnem (levo) in v logaritemskem (desno) merilu." ] }, { "cell_type": "code", "collapsed": false, "input": [ "podatki=loadtxt('../podatki/adrenalin.dat')\n", "\n", "figure(figsize=(10,3))\n", "\n", "subplot(121)\n", "plot(podatki[:, 0], podatki[:, 1], 'ko', clip_on=False)\n", "xlabel(r'Koncentracija adrenalina ($\\mu$g/l)')\n", "ylabel(r'$F/F_\\textrm{max}$ (\\%)')\n", "yticks(linspace(0, 100, 5))\n", "grid(alpha=0.5)\n", "gca().tick_params(axis='x', pad=8)\n", "\n", "subplot(122)\n", "plot(podatki[:, 0], podatki[:, 1], 'ko', clip_on=False)\n", "xscale('log')\n", "xlabel(r'Koncentracija adrenalina ($\\mu$g/l)')\n", "ylabel(r'$F/F_\\textrm{max}$ (\\%)')\n", "yticks(linspace(0, 100, 5))\n", "grid(alpha=0.5)\n", "gca().tick_params(axis='x', pad=8)\n", "\n", "tight_layout()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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"text": [ "" ] } ], "prompt_number": 2 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Ve\u010ddelni grafi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Velikokrat \u017eelimo prikazati odvisnost ve\u010d razli\u010dnih fizikalnih koli\u010din na enakem intervalu neke druge fizikalne koli\u010dine. V takem primeru vsaka prikazana koli\u010dina potrebuje svoje merilo. Dve merili lahko podamo ob levi in desni stranici okvira. \u0160e raje pa (\u010de je koli\u010din ve\u010d, je to edina mo\u017enost) prika\u017eemo vsako koli\u010dino na svojem grafu tako, da so grafi poravnani en nad drugim. Grafe ozna\u010dimo npr. z (a), (b), (c), ..., da se potem lahko nanje sklicujemo v besedilu \u010dlanka.\n", "\n", "Velikokrat na istem grafu prika\u017eemo obna\u0161anje neke koli\u010dine pri razli\u010dnih vrednostih enega ali ve\u010d parametrov. Pri tem uporabimo za vsako vrednost parametra druga\u010den tip \u010drte (polna, \u010drtkana, ...). V legendi navedemo vrednosti parametra in jih pove\u017eemo s tipom \u010drte.\n", "\n", "Prika\u017eimo, kako se pri padanju telesa s \u010dasom spreminjajo pot $s$, hitrost $v$ in pospe\u0161ek $a$ pri razli\u010dnih vrednostih parametra zra\u010dnega upora $c$. Podatke izra\u010dunamo tako, da numeri\u010dno re\u0161imo diferencialno ena\u010dbo $a=g-cv^2$." ] }, { "cell_type": "code", "collapsed": false, "input": [ "t=linspace(0, 10, 1000)\n", "y0=array([0, 0])\n", "g=9.81\n", "def podatki(c):\n", " def deriv(Y, t): \n", " return array([Y[1], g - c * Y[1] ** 2])\n", " y=odeint(deriv, y0, t)\n", " return y[:, 0], y[:, 1], g - c * y[:, 1] ** 2 \n", "\n", "s1, v1, a1=podatki(0)\n", "s2, v2, a2=podatki(0.01)\n", "s3, v3, a3=podatki(0.1)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(5, 9))\n", "\n", "ax=subplot(311)\n", "plot(t, s1, t, s2, '--', t, s3, '-.');\n", "ylabel(r'Pot (m)')\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "legend(('$c=0$', '$c=0.01\\,\\mathrm{m}^{-1}$', '$c=0.1\\,\\mathrm{m}^{-1}$'), loc=9, frameon=True)\n", "annotate('(a)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "ax=subplot(312)\n", "plot(t, v1, t, v2, '--', t, v3, '-.');\n", "ylabel(r'Hitrost (m/s)')\n", "ylim([0,115])\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "annotate('(b)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplot(313)\n", "plot(t, a1, t, a2, '--', t, a3, '-.');\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "xlabel(r'\\v Cas (s)')\n", "ylim([0,11.5])\n", "grid(alpha=0.5)\n", "annotate('(c)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplots_adjust(hspace=0.05)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Snp6eAhDVq1cXCxYsENevXy/zsS0p37lz58SVK1dMrlu9erVISEgQWq22zHmy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\nYII=\n", "text": [ "" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Namesto razli\u010dnih vrst \u010drt lahko uporabimo tudi barve. Barve so \u0161e posebej primerne, \u010de prikazujemo graf koli\u010dine pri ve\u010d kot treh ali \u0161tirih razli\u010dnih vrednostih parametrov. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(5, 9))\n", "\n", "ax=subplot(311)\n", "plot(t, s1, t, s2, 'r', t, s3, 'b');\n", "ylabel(r'Pot (m)')\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "legend(('$c=0$', '$c=0.01\\,\\mathrm{m}^{-1}$', '$c=0.1\\,\\mathrm{m}^{-1}$'), loc=9, frameon=True)\n", "annotate('(a)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "ax=subplot(312)\n", "plot(t, v1, t, v2, 'r', t, v3, 'b');\n", "ylabel(r'Hitrost (m/s)')\n", "ylim([0,115])\n", "ax.xaxis.set_major_formatter(NullFormatter())\n", "grid(alpha=0.5)\n", "annotate('(b)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplot(313)\n", "plot(t, a1, t, a2, 'r', t, a3, 'b');\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "xlabel(r'\\v Cas (s)')\n", "ylim([0,11.5])\n", "grid(alpha=0.5)\n", "annotate('(c)', xy=(0.03, 0.92), xycoords='axes fraction')\n", "\n", "subplots_adjust(hspace=0.05)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Dhg1MnjyZI0eOAPDII4/w9ttvOy/024ULqkV85UrYtq2wRfyaa2DYMFUN79fP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\nwgnSPfPOOyXWc8QIqSx/5EidjztOvzBR/eKHSA1nP6RkXBfgEsS36Wo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AAABJRU5ErkJg\ngg==\n", "text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "\u010ce na grafu prika\u017eemo obna\u0161anje neke koli\u010dine pri velikem \u0161tevilu enakomerno razmaknjenih vrednosti parametra, so lahko vse \u010drte enakega tipa. V tem primeru ozna\u010dimo obe skrajni vrednosti parametra, v opisni vrstici pod sliko pa navedemo, kak\u0161en je korak med sosednjima vrednostima parametra. Zaradi preglednosti lahko \u010drte tudi razmaknemo v navpi\u010dni smeri, vendar le, kadar ni va\u017ena absolutna velikost, pa\u010d pa le medsebojna primerjava. Tudi v tem primeru pod sliko navedemo, za koliko smo razmaknili sosednji \u010drti." ] }, { "cell_type": "code", "collapsed": false, "input": [ "for c in linspace(0.01, 0.1, 10):\n", " s, v, a=podatki(c)\n", " plot(t, a, linewidth=1.0) \n", "xlabel(r'\\v Cas (s)')\n", "ylabel(r'Pospe\\v sek (m/s$^2$)')\n", "yscale('log') \n", "annotate(r'$c=0.01\\,\\mathrm{m}^{-1}$', xy=(7, 0.6), xytext=(0.75, 0.9), textcoords='axes fraction', arrowprops=dict(arrowstyle=\"->\", relpos=(0, 1)));\n", "annotate(r'$c=0.1\\,\\mathrm{m}^{-1}$', xy=(5, 0.0015), xytext=(0.3, 0.3), textcoords='axes fraction', arrowprops=dict(arrowstyle=\"->\"));" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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Cf+5EpPbv7e01HANLly7FxYsX0dwoKytDSEgI5OTkYGdnh/bt26Nr166YOHEiWCwWxowZ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\nY4wxxhhjjDHGGGOC/wN3QB7Ea1aHgAAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "Tridimenzionalni grafi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "V\u010dasih \u017eelimo z grafom prikazati, kako se neka fizikalna koli\u010dina spreminja v odvisnosti od dveh drugih koli\u010din. Kot primer si poglejmo datoteko teren.dat, ki vsebuje podatke o nadmorski vi\u0161ini $z$ v odvisnosti od koordinat $x$ in $y$. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "teren=loadtxt('../podatki/teren.dat');\n", "teren=teren.reshape((25, 25, 3));\n", "x=teren[:, :, 0]\n", "y=teren[:, :, 1]\n", "z=teren[:, :, 2]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Uporabimo graf z barvno lestvico. Barvni trak ob grafu nam pove, katero nadmorsko vi\u0161ino predstavljajo posamezne barve." ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "p=pcolor(x, y, z, cmap=\"RdBu_r\", vmin=-0.5, vmax=0.5)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "divider=make_axes_locatable(ax)\n", "cax=divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "colorbar(p, cax=cax)\n", "cax.set_ylabel(r'$z$ (m)');" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Podatke lahko prika\u017eemo tudi z izohipsami. Vsaki od izohips pripi\u0161emo ustrezno nadmorsko vi\u0161ino. V opisni vrstici pod grafom moramo navesti, v katera koli\u010dina je prikazana na grafu in v katerih enotah so podane vrednosti na izohipsah." ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "rc('contour', negative_linestyle='dashed')\n", "p=contour(x, y, z, colors='k', linewidths=1.0)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "clabel(p, inline=1, fmt='%.1f');\n", "grid(alpha=0.5)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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J2rRpQ7Kysmhp86KiIuLm5kYcHBzItWvXaOnS02nc9+3bR/T19cmhQ4fkQvuhQ4dIr169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\nuEBdc0xxcXE0cOBAmjhxotQBMUV93717N/Xq1YuzOaiN2blzJ9na2ip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"text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lepa je kombinacija obeh pristopov:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(5, 5))\n", "ax=fig.add_subplot(111, aspect='equal')\n", "contourf(x, y, z, cmap=\"RdBu_r\")\n", "rc('contour', negative_linestyle='solid')\n", "p=contour(x, y, z, colors='k', linewidths=1.0)\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "clabel(p, inline=1, fmt='%.1f');" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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m5WGh4e8rIT0TVzv9/56+/+UgnarobxPN0sSEth6urPt6u95slIS/mxMPTh/W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\nVSpic8WZrg3t3IDThvxH6nJTnkkx6sgRDKKtAZ9Kz6Kup5tox3Ycj46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"text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Pravi tridimenzionalni grafi so zanimivi, saj omogo\u010dajo dobro kvalitativno predstavo o obna\u0161anju prikazane koli\u010dine, vendar iz njih te\u017eje razberemo vrednosti. Nekatera orodja omogo\u010dajo, da tak graf interaktivno vrtimo. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig=figure(figsize=(6, 6))\n", "ax=fig.add_subplot(111, projection='3d')\n", "ax.plot_surface(x, y, z, rstride=1, cstride=1, linewidth=0.5, cmap=\"RdBu_r\")\n", "xlabel(r'$x$ (m)');\n", "ylabel(r'$y$ (m)');\n", "ax.set_zlabel(r'$z$ (m)');\n", "ax.set_zlim([-0.3001,0.5]);" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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F+Pj4iO2HEjVxT0hIKNVXrHYsm7/5hscfesRHcI+77VjRY5UChXUrWXSi5Ivl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RfMx6tcROziPpcjhw/x8P59qf3rmtWjBAEnT55kkq2kmvIfnbvSd9BQ5jrPlBjX0dXDP3IJrjOs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\n6gSg7nPSBZe00NyzZw8KCgpw4MABXn9X+vj111/h7e1NGU1VVlZix44dW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"text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Naloge" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
    \n", "
  1. Prika\u017ei podatke iz datoteke praznenjeKondenzatorja.txt v linearnem in logaritemskem merilu za napetost. Datoteka vsebuje meritev napetosti na kondenzatorju v voltih (drugi stolpec) v odvisnosti od \u010dasa v sekundah (prvi stolpec).\n", "\n", "
  2. V datoteki Maribor.zip so zbrani vremenski podatki z merilne postaje Maribor-letali\u0161\u010de za obdobje od 1. 1. 1977 do 31. 1. 2015. Prika\u017ei, kako so se v letu 2014 spreminjale dnevne vrednosti temperature (minimalne in maksimalne - obe nari\u0161i na istem grafu), obla\u010dnosti in vla\u017enosti ter dnevna koli\u010dina padavin. Ali lahko z vizualno primerjavo grafov opazi\u0161 kak\u0161no povezavo med gibanji teh koli\u010din? \n", "\n", "
  3. Prika\u017ei temperaturno polje v pre\u010dnem prerezu dimnika, kjer je temperatura vro\u010dih plinov $200^{\\circ}\\mathrm{C}$, na zunanji steni pa je $0^{\\circ}\\mathrm{C}$, iz podatkov v datoteki DIMNIK.DAT. V datoteki je obmo\u010dje temperatur normirano na interval $[0,1]$, podane so v mre\u017ei 24 x 24 to\u010dk. Napravi grafa z barvno lestvico in z risanjem izoterm.\n", "
" ] } ], "metadata": {} } ] }