{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%pylab inline\n", "import ae" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "f = ae.open(\"files/M5.wfs\")\n", "print f.size" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "642798592\n" ] } ], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "f.plot()\n", "xlabel(\"Time [s]\")\n", "ylabel(\"Amplitude [V]\")\n", "grid()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stderr", "text": [ "100% 2.03s\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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A+/a835OvfI0YobTG2rGj59sBtM+L6qBblhkZGQkA6Nu3r9M0yaiPVVoMx8rR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\nJwiCCBIo4BMEQQQJ/w+lNAob49C7vgAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "events = f.get_events(0.02)\n", "print events.size" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stderr", "text": [ "100% 3.86s\n" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "6161\n" ] } ], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "ae.hist(events.maxima)\n", "xlabel(\"Event maximum [V]\")\n", "ylabel(\"Number of events\")\n", "xlim(0.015,3)\n", "ylim(0.8,2000)\n", "grid(True)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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l5JT+76gEu3PatWvybSFJ8/jXv+skA8D48eOxf/9+vPDCC3jttdd8WSZJJpOJncAalZQ0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\nHh7uyyKQSh09etT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"text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(10,5))\n", "for i,l in enumerate(\"durations energies maxima rise_times counts\".split()):\n", " subplot(2,3,i+1)\n", " title(l.replace(\"_\",\" \"))\n", " ae.hist(getattr(events,l))\n", "tight_layout()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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ffWVxDy0V6Fa4bO9IKouFzHryzO/27Qdw4oTrmYZmF0AcduzYB4ejjJklfQRz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\nSW7o7R4+u90e0fuJVOQ6yFy2bJnuy2ZmiUJnZGa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"text": [ "" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(10,7))\n", "order = argsort(events.maxima)\n", "for ax in events[order[::-1]].plot( ax=(subplot(3,3,x+1) for x in xrange(9)) ):\n", " pass\n", " #ax.set_xticks([])\n", " #ax.set_yticks([])\n", " ax.set_ylim(-3,3)\n", "tight_layout()\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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o6711tczZSqnMqukzBagrswUnC5QuoUFcPbNWN8jz5s3DsWPHkJaWhtGjRyMx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