{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Basic VCS Tutorial" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [], "source": [ "import vcs\n", "import cdms2" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# MAke sure sample data is here\n", "vcs.download_sample_data_files()" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "collapsed": true }, "outputs": [], "source": [ "f=cdms2.open(vcs.sample_data+\"/clt.nc\")" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# LOAS SAMPLE DATA\n", "s=f(\"clt\")" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Create vcs canvas (basically X window to draw in)\n", "x=vcs.init()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# plot data as is" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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wAMA2MvZjZ03bzQCgubuH5u4erV5FJvFIyOt/XVG2o9UAIElSAoCvzcvyQZh1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"text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#because we are in jupyter using bg=True to plot thing in background (no flashing on your screen)\n", "bg=True\n", "x.plot(s,bg=bg)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['1d', '3d_dual_scalar', '3d_scalar', '3d_vector', 'boxfill', 'colormap', 'display', 'fillarea', 'font', 'fontNumber', 'isofill', 'isoline', 'line', 'list', 'marker', 'meshfill', 'projection', 'scatter', 'taylordiagram', 'template', 'textcombined', 'textorientation', 'texttable', 'vector', 'xvsy', 'xyvsy', 'yxvsx']\n" ] } ], "source": [ "# Now let's explore some graphics methods available\n", "print vcs.listelements()" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Let's create a isofill\n", "gm = vcs.createisofill()" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ----------Isofill (Gfi) member (attribute) listings ----------\n", "graphics method = Gfi\n", "name = __isofill_47070857589361\n", "projection = linear\n", "xticlabels1 = *\n", "xticlabels2 = *\n", "xmtics1 = \n", "xmtics2 = \n", "yticlabels1 = *\n", "yticlabels2 = *\n", "ymtics1 = \n", "ymtics2 = \n", "datawc_x1 = 1e+20\n", "datawc_y1 = 1e+20\n", "datawc_x2 = 1e+20\n", "datawc_y2 = 1e+20\n", "datawc_timeunits = days since 2000\n", "datawc_calendar = 135441\n", "xaxisconvert = linear\n", "yaxisconvert = linear\n", "missing = (0.0, 0.0, 0.0, 100.0)\n", "ext_1 = False\n", "ext_2 = False\n", "fillareastyle = solid\n", "fillareaindices = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]\n", "fillareacolors = [1]\n", "fillareaopacity = [None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", "levels = ([1.0000000200408773e+20, 1.0000000200408773e+20],)\n", "legend = None\n" ] } ], "source": [ "# Let's see what we can set/do with this\n", "gm.list()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Graphic Method Controls How Things are Drawn\n", "datawc stands for **dataw**orld**c**oordinates\n", "x/yticlabels are the labels to useon x/y axes (python dictionaries {location_value:\"string\"}\n", "x/ymtics are the ticks w/o strings\n", "missing is color to use for misssing values (index in colormap, (r,g,b,o) or \"string\")\n", "fillarea are the contour properties" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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iyDpd4Gqdj1XSLOVjlQBAsxRZDSA3RjtRygj9F2W2TItinSd8N9Z2l5rUpPW7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D53Qy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\nNEmLdrynI0sT8Z7RXFuceWuhvLw8LCysU6dOjY2Ner1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"text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gm.datawc_x1 = -10\n", "gm.datawc_x2 = 60\n", "gm.datawc_y1= 15\n", "gm.datawc_y2 = 65\n", "\n", "gm.xticlabels1 = {0:\"Greenwich\", 20:\"20E\"}\n", "gm.yticlabels2 = {0:\"Equator\",60:\"Arctic Circle\", 45:\"45N\"}\n", "\n", "levels = range(0,101,5) # iso contours to use\n", "colors = vcs.getcolors(levels) # automatically picks colors spread accross your color map\n", "gm.levels = levels\n", "gm.fillareacolors = colors\n", "\n", "x.clear()\n", "x.plot(s,gm,bg=bg)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# now to control the LOCATION of elements we use a *template*\n", "t = vcs.createtemplate()" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "----------Template (P) member (attribute) listings ----------\n", "method = P\n", "name = __template_210241759330535\n", "orientation = 0\n", "member = file\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.0130000002682\n", " texttable = default\n", " textorientation = default\n", "member = function\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.0130000002682\n", " texttable = default\n", " textorientation = default\n", "member = logicalmask\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.0329999998212\n", " texttable = default\n", " textorientation = default\n", "member = transformation\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.0529999993742\n", " texttable = default\n", " textorientation = default\n", "member = source\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.941999971867\n", " texttable = default\n", " textorientation = default\n", "member = dataname\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.922999978065\n", " texttable = default\n", " textorientation = default\n", "member = title\n", " priority = 1\n", " x = 0.15000000596\n", " y = 0.922999978065\n", " texttable = default\n", " textorientation = default\n", "member = units\n", " priority = 1\n", " x = 0.670000016689\n", " y = 0.922999978065\n", " texttable = default\n", " textorientation = default\n", "member = crdate\n", " priority = 1\n", " x = 0.75\n", " y = 0.922999978065\n", " texttable = default\n", " textorientation = default\n", "member = crtime\n", " priority = 1\n", " x = 0.850000023842\n", " y = 0.922999978065\n", " texttable = default\n", " textorientation = default\n", "member = comment1\n", " priority = 1\n", " x = 0.10000000149\n", " y = 0.954999983311\n", " texttable = default\n", " textorientation = default\n", "member = comment2\n", " priority = 1\n", " x = 0.10000000149\n", " y = 0.975000023842\n", " texttable = default\n", " textorientation = default\n", "member = comment3\n", " priority = 1\n", " x = 0.10000000149\n", " y = 0.995000004768\n", " texttable = default\n", " textorientation = default\n", "member = comment4\n", " priority = 1\n", " x = 0.10000000149\n", " y = 0.999000012875\n", " texttable = default\n", " textorientation = default\n", "member = xname\n", " priority = 1\n", " x = 0.5\n", " y = 0.21\n", " texttable = default\n", " textorientation = defcenter\n", "member = yname\n", " priority = 1\n", " x = 0.006\n", " y = 0.56\n", " texttable = default\n", " textorientation = defup\n", "member = zname\n", " priority = 0\n", " x = 0.0\n", " y = 0.995000004768\n", " texttable = default\n", " textorientation = default\n", "member = tname\n", " priority = 1\n", " x = 0.0\n", " y = 0.995000004768\n", " texttable = default\n", " textorientation = default\n", "member = xunits\n", " priority = 1\n", " x = 0.600000023842\n", " y = 0.277000010014\n", " texttable = default\n", " textorientation = default\n", "member = yunits\n", " priority = 1\n", " x = 0.019999999553\n", " y = 0.658999979496\n", " texttable = default\n", " textorientation = default\n", "member = zunits\n", " priority = 0\n", " x = 0.0\n", " y = 0.995000004768\n", " texttable = default\n", " textorientation = default\n", "member = tunits\n", " priority = 0\n", " x = 0.0\n", " y = 0.995000004768\n", " texttable = default\n", " textorientation = default\n", "member = xvalue\n", " priority = 1\n", " x = 0.800000011921\n", " y = 0.941999971867\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = yvalue\n", " priority = 1\n", " x = 0.800000011921\n", " y = 0.922999978065\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = zvalue\n", " priority = 1\n", " x = 0.800000011921\n", " y = 0.902999997139\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = tvalue\n", " priority = 1\n", " x = 0.800000011921\n", " y = 0.883000016212\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = mean\n", " priority = 1\n", " x = 0.0500000007451\n", " y = 0.899999976158\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = min\n", " priority = 1\n", " x = 0.449999988079\n", " y = 0.899999976158\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = max\n", " priority = 1\n", " x = 0.25\n", " y = 0.899999976158\n", " format = default\n", " texttable = default\n", " textorientation = default\n", "member = xtic1\n", " priority = 1\n", " y1 = 0.259999990463\n", " y2 = 0.24699999392\n", " line = default\n", "member = xtic2\n", " priority = 1\n", " y1 = 0.860000014305\n", " y2 = 0.871999979019\n", " line = default\n", "member = xmintic1\n", " priority = 0\n", " y1 = 0.259999990463\n", " y2 = 0.256999999285\n", " line = default\n", "member = xmintic2\n", " priority = 0\n", " y1 = 0.860000014305\n", " y2 = 0.860000014305\n", " line = default\n", "member = ytic1\n", " priority = 1\n", " x1 = 0.0500000007451\n", " x2 = 0.0399999991059\n", " line = default\n", "member = ytic2\n", " priority = 1\n", " x1 = 0.949999988079\n", " x2 = 0.959999978542\n", " line = default\n", "member = ymintic1\n", " priority = 0\n", " x1 = 0.0500000007451\n", " x2 = 0.0450000017881\n", " line = default\n", "member = ymintic2\n", " priority = 0\n", " x1 = 0.949999988079\n", " x2 = 0.954999983311\n", " line = default\n", "member = xlabel1\n", " priority = 1\n", " y = 0.234999999404\n", " texttable = default\n", " textorientation = defcenter\n", "member = xlabel2\n", " priority = 0\n", " y = 0.870000004768\n", " texttable = default\n", " textorientation = defcenter\n", "member = ylabel1\n", " priority = 1\n", " x = 0.0399999991059\n", " texttable = default\n", " textorientation = defright\n", "member = ylabel2\n", " priority = 0\n", " x = 0.959999978542\n", " texttable = default\n", " textorientation = default\n", "member = box1\n", " priority = 1\n", " x1 = 0.0500000007451\n", " y1 = 0.259999990463\n", " x2 = 0.949999988079\n", " y2 = 0.860000014305\n", " line = default\n", "member = box2\n", " priority = 0\n", " x1 = 0.0\n", " y1 = 0.300000011921\n", " x2 = 0.920000016689\n", " y2 = 0.879999995232\n", " line = default\n", "member = box3\n", " priority = 0\n", " x1 = 0.0\n", " y1 = 0.319999992847\n", " x2 = 0.910000026226\n", " y2 = 0.860000014305\n", " line = default\n", "member = box4\n", " priority = 0\n", " x1 = 0.0\n", " y1 = 0.0\n", " x2 = 0.0\n", " y2 = 0.0\n", " line = default\n", "member = line1\n", " priority = 0\n", " x1 = 0.0500000007451\n", " y1 = 0.560000002384\n", " x2 = 0.949999988079\n", " y2 = 0.560000002384\n", " line = default\n", "member = line2\n", " priority = 0\n", " x1 = 0.5\n", " y1 = 0.259999990463\n", " x2 = 0.5\n", " y2 = 0.860000014305\n", " line = default\n", "member = line3\n", " priority = 0\n", " x1 = 0.0\n", " y1 = 0.52999997139\n", " x2 = 0.899999976158\n", " y2 = 0.52999997139\n", " line = default\n", "member = line4\n", " priority = 0\n", " x1 = 0.0\n", " y1 = 0.990000009537\n", " x2 = 0.899999976158\n", " y2 = 0.990000009537\n", " line = default\n", "member = legend\n", " priority = 1\n", " x1 = 0.0500000007451\n", " y1 = 0.129999995232\n", " x2 = 0.949999988079\n", " y2 = 0.159999996424\n", " line = default\n", " texttable = default\n", " textorientation = defcenter\n", " offset = 0.01\n", "member = data\n", " priority = 1\n", " x1 = 0.0500000007451\n", " y1 = 0.259999990463\n", " x2 = 0.949999988079\n", " y2 = 0.860000014305\n" ] } ], "source": [ "# t.list() would list all properties we can set\n", "t.list()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "x/y coordinate are in % of page\n", "priority is the *layer* higher means on top of other objects, 0 means turn off\n", "\n", "important eleements are dataname, title, mean, max, min, units\n", "values come from data plotted\n", "\n", "data is the area where to plot the data\n", "legend is the area used by the legend/colorbar\n", "\n", "see bellow for more info on text objects, but they are basically contrlled via textorientation and texttable objects properties\n", "\n" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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DKIZ6ANKtvz/f/PZa5SvLDEWF1m/+uMXxAv4RYgBQR8vrGDez9fmXJgsWHRao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OpiQWMp1fZMtLCycJxj/0ufo1VRiGxGcFGylxFgHBSU8G07ByrPNS9lyqYjguYwdJ6LkRlKs32T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\nr9Gs+pX7jDNyCIoiRIy6o+Dzo65tLIjct55087xvUgs5AyWvHKYENuSwy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"text/plain": [ "" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t.min.priority =0 # turn off min\n", "s.id = \"I AM LEARNING\" # change dataname\n", "s.title = \"THSI IS MY TITLE\"\n", "s.units= \"SOME WEIRD UNIT\"\n", "\n", "t.reset('x',.2,.5,t.data.x1,t.data.x2) # reset template to go from 20% to %0% of page (left essentially)\n", "\n", "x.clear()\n", "x.plot(s,gm,t)" ] }, { "cell_type": "code", "execution_count": 51, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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WRXFmjcxORLwoN4sqIrKLnK92OjcauS1eYbjYctiF/CYDAJwPiGJwsbM4hBN8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BZ2gAZRf7EySNxiJWB8xAoVqVZEtd3n+Ue0jkkMTwJETs8+y0/v8DBQbgXk6TAACGLnhTu3R0eF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\n05/+dNa2FEuWLHnrrbf0yFWrVhUWFlpWl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"text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#Let's preserve the aspect ratio\n", "x.clear()\n", "x.plot(s,gm,t,ratio=\"autot\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [ "" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda env:Jerome]", "language": "python", "name": "conda-env-Jerome-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2.0 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 0 }