{ "metadata": { "name": "unstrucgridplot" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "import netCDF4\n", "import matplotlib.collections\n", "import matplotlib.lines\n", "import matplotlib.pyplot as plt" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "filename ='/Users/fedorbaart/Documents/checkouts/cases_unstruc/e00_unstruc/f02_1D2D/c086_Index4/input/index4b_net.nc'" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "ds = netCDF4.Dataset(filename)\n", "X = ds.variables['NetNode_x'][:]\n", "Y = ds.variables['NetNode_y'][:]\n", "Z = ds.variables['NetNode_z'][:]\n", "netelemnode = ds.variables['NetElemNode'][:]\n", "netlink = ds.variables['NetLink'][:]\n", "ds.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is an example of how to use the elemnode variable to connect the cells. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "# Create split locations\n", "splitidx = np.cumsum(np.r_[(~netelemnode.mask).sum(1)][:-1])\n", "# Convert to 1d filled idx\n", "idx = netelemnode[(~netelemnode.mask)]-1\n", "xpoly = np.split(X[idx],splitidx) # x vector per poly\n", "ypoly = np.split(Y[idx],splitidx)\n", "zcell = np.split(Z[idx],splitidx)\n", "zcellmean = np.array([z.mean() for z in zcell])\n", "polycoords = [np.c_[xy[0],xy[1]] for xy in np.c_[xpoly,ypoly]]\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "fig, ax =plt.subplots(1,1)\n", "# Plot the cells as polygons\n", "polys = matplotlib.collections.PolyCollection(polycoords, linewidth=2, edgecolor=(0.5,0.5,0.5), cmap=matplotlib.cm.Accent)\n", "# Show the number of elements\n", "polys.set_array((~netelemnode.mask).sum(1))\n", "ax.add_collection(polys)\n", "ax.autoscale()\n", "# Add nodes manually so they don't scale... (could just use ax.plot)\n", "nodes = matplotlib.lines.Line2D(X, Y, marker='.', linestyle='none', markerfacecolor='black', markeredgecolor='none')\n", "ax.add_line(nodes)\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "pyout", "prompt_number": 5, "text": [ "" ] }, { "output_type": "display_data", "png": 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INddcY+wXG+efmy4zptDO4BwbtnBpgpCqs/NIiE/KgqbooowkmWuKHPTrZaOq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\nHa7TulSwBLFC+9p4F/HhB6a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93DmXITVe4pYSl1FG+/kVYjFZkKEwcbDQJJ5bHjUF3TRO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DdZVC/tOqqyq1ZUFkVisKtWY1etllEuaXZRn3eqi7J8mYY23fpq6hBCdp1h6AwLT+G9uN6SUxHX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\n" } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is an example of how to use the netlink variable to connect the links. " ] }, { "cell_type": "code", "collapsed": false, "input": [ "# dimension n lines, start, stop\n", "linecoords = np.concatenate([X[netlink-1][...,np.newaxis], Y[netlink-1][...,np.newaxis]], axis=2)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "fig, ax = plt.subplots(1,1, figsize=(10,6))\n", "# Black is the new purple\n", "ax.set_axis_bgcolor('black')\n", "\n", "# Regenerate the polycollection in a different color\n", "polys = matplotlib.collections.PolyCollection(polycoords, linewidth=0,cmap=matplotlib.cm.Pastel2)\n", "polys.set_array((~netelemnode.mask).sum(1))\n", "ax.add_collection(polys)\n", "\n", "# Now add the lines on top\n", "lines = matplotlib.collections.LineCollection(linecoords, linewidth=2, edgecolor=(0.1,0.5,0.8))\n", "ax.add_collection(lines)\n", "ax.autoscale()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "display_data", "png": 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+QZMInHs9inbsn99yr8p5VV7Oq/LSt9TFtnqD5TU5tieLqNj8cVsjf9zW+J7v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\nvNDhCCEKrNvEzLIs/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