diff --git a/images/flowcell.png b/images/flowcell.png new file mode 100644 index 0000000000000000000000000000000000000000..372cd4698386b28b60e7ee2f3d0c70fe6cd15fb7 Binary files /dev/null and b/images/flowcell.png differ diff --git a/images/hiseq.png b/images/hiseq.png new file mode 100644 index 0000000000000000000000000000000000000000..406e19b8de15ba21b349e99f4f9ceb9708c6aacb Binary files /dev/null and b/images/hiseq.png differ diff --git a/images/tile.png b/images/tile.png new file mode 100644 index 0000000000000000000000000000000000000000..faee00748083d8963c24c186d73a4d1a8f91614c Binary files /dev/null and b/images/tile.png differ diff --git a/matplotlib.ipynb b/matplotlib.ipynb index 07a07e39a05943126eeb9b359e895455fc0aa731..bf48b0f0c0b11772ef955f58495f8d6a82b8a4ba 100644 --- a/matplotlib.ipynb +++ b/matplotlib.ipynb @@ -71,7 +71,7 @@ ] } ], - "prompt_number": 46 + "prompt_number": 2 }, { "cell_type": "markdown", @@ -1041,14 +1041,13 @@ "cell_type": "code", "collapsed": false, "input": [ - "from mpl_toolkits.mplot3d import Axes3D\n", - "\n", "theta = linspace(-4 * pi, 4 * pi, 100)\n", "z = linspace(-2, 2, 100)\n", "x = (z**2 + 1) * sin(theta)\n", "y = (z**2 + 1) * cos(theta)\n", "\n", - "subplot(111, projection='3d')\n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "subplot(1, 1, 1, projection='3d')\n", "plot(x, y, z);" ], "language": "python", @@ -1057,13 +1056,13 @@ { "metadata": {}, "output_type": "display_data", - "png": 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2YMuWLejv78eOHTvQ2dmJ/fv341e/+hWWLFni+LdDoRD+/d//HYsWLcLQ0BBOPPFErFix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rys5VVY4gaC9QYUYtD/QuzUsg7xe+oOCEE8J4910Rxxzjruy5Feb9soodKhXv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"text": [ - "<matplotlib.figure.Figure at 0x4363150>" + "<matplotlib.figure.Figure at 0x7f3d301a0090>" ] } ], - "prompt_number": 48 + "prompt_number": 4 }, { "cell_type": "markdown", @@ -1073,7 +1072,7 @@ } }, "source": [ - "$\\S$ Exercise: DNA visualisation (1/2)\n", + "$\\S$ Exercise: DNA sequence visualisation (1/2)\n", "===\n", "\n", "We consider a DNA sequence as a walk in three-dimensional space:\n", @@ -1086,11 +1085,11 @@ "cell_type": "code", "collapsed": false, "input": [ - "base_vectors = {'A': array([1, 1, 1]),\n", - " 'T': array([-1, -1, 1]),\n", - " 'C': array([-1, 1, -1]),\n", - " 'G': array([1, -1, -1])}\n", - "subplot(111, projection='3d')\n", + "base_vectors = {'A': array([ 1, 1, 1]),\n", + " 'T': array([-1, -1, 1]),\n", + " 'C': array([-1, 1, -1]),\n", + " 'G': array([ 1, -1, -1])}\n", + "subplot(1, 1, 1, projection='3d')\n", "for base in base_vectors:\n", " x, y, z = array([zeros(3), base_vectors[base]]).T\n", " plot(x, y, z, label=base)\n", @@ -1118,12 +1117,12 @@ } }, "source": [ - "$\\S$ Exercise: DNA visualisation (1/2)\n", + "$\\S$ Exercise: DNA sequence visualisation (2/2)\n", "===\n", "\n", "In this excercise, plot the walk of some DNA sequence in the three-dimensional space.\n", "\n", - "** Hint 1:** You can use the following idiom to create an array of steps (vectors) from a DNA sequence string:\n", + "**Hint 1:** You can use the following idiom to create an array of steps (vectors) from a DNA sequence string:\n", "\n", " vectors = zeros((len(dna), 3), dtype=int)\n", " for i, nucleotide in enumerate(dna):\n", @@ -1131,6 +1130,7 @@ "\n", "**Hint 2:** Have a look at the `cumsum` function.\n", "\n", + "* Does the walk actually start from (0, 0, 0)? If not, do you know how to fix it?\n", "* Graphically indicate the start and end of the sequence.\n", "* Try to find some interesting DNA sequences to visualise (e.g., containing some repeat sequences)." ] diff --git a/sequencer.ipynb b/sequencer.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..82f9b34252ab0110d34dcc701ff121b243ca2cd0 --- /dev/null +++ b/sequencer.ipynb @@ -0,0 +1,208 @@ +{ + "metadata": { + "name": "" + }, + "nbformat": 3, + "nbformat_minor": 0, + "worksheets": [ + { + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "<span style=\"font-size: 200%\">Make \"fastq\" from a sequencing run</span>\n", + "===\n", + "\n", + "<br>\n", + "\n", + "[Wibowo Arindrarto](mailto:w.arindrarto@lumc.nl), [Jeroen Laros](mailto:j.f.j.laros@lumc.nl), [Zuotian Tatum](mailto:z.tatum@lumc.nl), [Martijn Vermaat](mailto:m.vermaat.hg@lumc.nl)\n", + "\n", + "[Department of Human Genetics, Leiden University Medical Center](http://humgen.nl)\n", + "\n", + "License: [Creative Commons Attribution 3.0 License (CC-by)](http://creativecommons.org/licenses/by/3.0)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "source": [ + "About this notebook\n", + "===\n", + "\n", + "This notebook is the source for a set of slides. If you want to edit them, be sure to choose *Slideshow* in the *Cell Toolbar* menu.\n", + "\n", + "You can use nbconvert to convert the slides to HTML and serve them:\n", + "\n", + " ipython nbconvert --to slides --post serve welcome.ipynb\n", + "\n", + "This will open the slides in a new browser window." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "from IPython.display import HTML, Image, IFrame\n", + "%pylab inline" + ], + "language": "python", + "metadata": { + "slideshow": { + "slide_type": "skip" + } + }, + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "prompt_number": 3 + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "A sequencer\n", + "===\n", + "\n", + "In this case an Illumina HiSeq 2500." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "Image(filename='images/hiseq.png')" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "png": 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9VN0pYUNoyYHePbrNPirIeyJi1c5QiG8DYK0vimI+ny+XS2aW09HTNP35z3+e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\nGsfN92944o0cqfl2YbnZb/+/qmYifGxlJje+MzrWqg3l6Fh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SZeKVHGKcnmecCYHjXVgsfV6Zza0wnsWBQM4lB9ZiHba6KmEIgIknPOqNphxK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PNZop4Japqe7CwmB5+drrrr74Cbse8/zLfuyXfmgpW7z+mU/feeFOGsdXfPdL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I2lGlWhbpedPwFm/hTG+Mz7t4JeIxziICc3cWdyM3YmJxQTCs5wQL2EX5KMBTMLC6DExuLSVW0Z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\nwdozKxCcydyhZ8ZaM/f5RWcCUXQLzKNCNp2K7AtGYhoyDxnr5sVPtYL92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3K6sB+2J3em\n2PEm1SwjZo7ExrD0MEN2aip9fXV0eKV9n4c69M5DCDwYzQ9afX8wv3E47orutWfXn3hWms/7B2t0\n0bltBmGT1IQXaxvLEMBAbnw6WVYjahrPrcZoIZSAuVOQmOwXV9nt7fn0sT/l+VcFmIMX0A5+XA3y\n9jlsbOHqlUxEXbL9w3T/Ho4O4TqKcTvR+y4EFyYyc3NzzkT65PP+pa9t/NY3ys3NqOos460tPTls\n/uyvV9iFuhMJW4BumT8LvMB6LSAOZcfoJ9luWLdUBaBmZoml/KhJI9Yao4JmUv4/j7SYdhduLcdl\nGfngfsfvN2G/G3ZcidvIklvXcfqVTFkKoga4jZ2vS/FyWb1YFldicak5OVa9nfRG1nfVbxH2Cf4L\niAOXQzXDer70+fVv/g9/a/PZqg4nJ83+S/Jss9d98Nf3Xv3TNw/fbdmVuWia0/y2iMQoZmboPluT\nLmW81DlllcIrhoHc2ND3zVkvluCmMRYi1HVtFwq5PPjc37nyd/5HXy8vaesLqGnKL734tde/88bb\nf/1ufafxzlxNuQfaPKiRPrCW3ku/+f+5eeMHN889t7kxXi8G1SQvdt45zHcldfPjmf2T//vrGvaG\naKVZ/o+fH26Oik5vXLi6/6Wvj/+Vf+1Ln3u5LUvfvde89ebOf/Yff/nmzZs7O8c5O8e+MPvL5Cbs\nUXvue/g/3QXgEbRQtULqq1fz7/6d4h/+69d++3cuV+fvRVnv2rW330z/7J/e+ef/dPet12aLhXrR\noy0UECcQIxShKPjadX/q6fGli2vksUMab/DlKzh/YeW5xpAQQxjIWuFPcfOVwr4+kOcrKbu1dzvl\no0Xd+bFj2cM+HicFEWBrQhCEc8A7WlLO1JaYzy3AzEw7s+SojQUuRBIVRp4pORmxizErESjF3N92\nvQNA4KjE2V1WMGZRUpGgMS7Rqdb/ZjPcHtZjHNt2Pg+73uF6TbmRG+YOFYBWTELhZGTKpuTuCAwx\ndmV3H/Bayl6NuDhXTjqPNtjytV3ZG5/bPv/0hXNXjqd3dnTBRgyOfSKNiLo2u3uU4E6/BkTMqr9Q\n+4QECuiDUv9pCCp0+opZmNVds4MjexhwOLexMR6ExXy6vj7QVq22k+cPLjbr914dZtMQYm1LKsRO\n1RZOaVjoAd8TgbqyqW+Hxb26qjSELttCNQOkCw/FJT5qcz5Z36Lc1fOK2Dj7rctbv/PNP3rry791\n4fK5K8ON/e0NvXrp6vHt3f9i/3gm0tq46RZllU1hGldaIn/YGNMvRA/PSJSiyQCC7AZSkRw8xzBq\nAxF1uSUiI0uamCmE0OYUQxFQUHZ3U85ZkgnKPglEwswKz+oAYoy6Qp2DmgrxkCNgo43N6re+UX79\nd4cXt6QbXOB8rhrnFz9/cnRYvvvqM++9PVfZj/aA5tFTH0Vog7qxndvpgzf9+c91Gxd2jLrlyTP3\nb+BwJz9sxnoUwkRERTx3bmvx9W/Er3ylGDTdtfno0v18ftZeqg6Wh77VYtzSILEiGjKUPw6ieySK\nfqR1log000N1DyIHjJgIDCHAQAQSBzKDiMmRQErMzi5GzswCd/4ZpzIzKITAQblQ2exi7EI5dk2D\npTUpXGa+qFarckoraeIog8U0gCmGYLlxss2NgfLheDTKg7S5KXV9iHKTEDQzQmGJPZFAAnFykNrf\nIi2llYOSW27aqXln3kwXtZgURTGwwfF8kesEwGCqKrlvF3+8bZkiiJNps5iHUA9GGFXCVFSb7f7x\n7nzZxfK56fSe5AzN5vPh+PDyk5tPf84vXYkDGo9kjdfbAs36eLeI983M0KMICeYioiuVwh/fZzrg\nUdK2pSQFGSFr0sRikrR74L778+0Um8kOT67WWY9gJGEH1DiImblrz10lwv3ZsephYmzAgJbM5WjN\nts+HtY0ixOgYM685FkUcbG6GwahmXpal2YoNevsWXnslXboWrzx1TjUtJvbj70xf+fFi1d8drt3/\nja+N/v4/vPy1r14c2ZXi3qT5zvt2y1J3vuNuqdNFpgTKgUxExeQxzZX8YYPrA2E0cnd9JKP4oD04\ng8hYDEQIBj9lrugBgD4wwAiQvi0DwahwXxWmG5M4iUlwkxIy7KqtZm2EMArogGNvs2x1NMo5ep+U\nfvwdXuHCjMxkkZwjt+cuhM+/dO5LXxmur188ySf5MqVqP4XSeJQgY9pYnrT7946PDqZp2UI5cBGY\nPyP651/ZsJwWcxzs7bfLNm6VyWpnV3i3myd3p8vJ0p2U1PuQe3W6OAKRK5CVZfPkc/zFL128dm2r\nKIrDvbtvvzv5yz8/JtpL3U/ajMnRBbLiZPKGFLq+tRgMF2mKptkgcuGOwxa4SNaBTFjcOwCRRTV/\ngj1/nG2CiKqNqtjgwfkqxrg8aZeHTZ5Z1k5NhYXB7s4c3NXMhlS5uwdysMIJDARxQDp3MndYZg4s\n5MY5Z15ZwVnCg+kIIcaqQUidd3VuyMYEMlJGrITZj7tu9gkyE7duyfKf7r31znR9y7KmdhkP93Dn\n5gIoHvv+i5fx298Yfe0b8dp1HYcyXCjuHpWLht56c/Dewu81cmJoiDQyKCe44LFe+lSZowdn9zhd\nuAUiQq88jFMCQIc9IIBkd4Y7wYSU4fAQnIiQ3DqGQd0hxGlFitwCS4YkE1dhBGrHFS6sQa+01HgO\nKBawGRLnRlR9pXpDf7fiIJrdrd2+YF//3a1v/t0L3/y95Wi4uTfVo5L+6tZesxwbi2WUOl7cne++\nfzw/nMO95CAENVX+280WWxbjNs2nB91sL22PN81KVZ3Nl7d+uLfz9k4376KXSgpClEA55BV815RL\ny4ixvXrdf//vl7//R3Ltekvezk4Gd24+devdG7fvTVG80ub6zp0LjGK52D/YH9y9sbx+Lg3LY466\nbJe7Rwf37l1pWjaHszG7n4JFfq6T86FJi8gyzK49f/ncy9vja4OiiPV+u//20cF7B2G/nM+Xfgqe\nsYDoEDVlcEaXxVwowcQDeeGdSzCDoScMggZnIv8EIgU3cYJ5q5ZOJunOXd8/SE9cdqaGBczaLmhy\n0jV1LiW6U7OiN0zK7d39+vCkiQXUkmmGx5yGq1hfRLeG1aAaapunRpHZb+v6+7vhzfeP783t7dpP\nPCQC3GCZH/f84WGxune56s59Cp4DcMrkDcDNQeYO9NqSTACC28DTmLxilCGVxjCawQ5cF24A02od\nFRP3ZAFBMjyDNBZEo5B5lFx4PqWOupnqIiETyWoWC4d0momZxELRPfdC+Xt/uPl7fyBXLsqoovHm\n8HxRfesnh7u3j+aNM3TnxvsHtw4O3jnyfXAGMZll9Yy/LcLEq+YzRaR4/G7zyp9/cP7WZkJXt93B\n3uH83en8do2GAKh3EBARZV/1dYtQBaYLl4qv/071D/7h9m99I5Sxbmqja+tPXL/49DP3d/Z3k504\ncHJyjIi2qV975fZ/9Z9O6oPlcy/nra1w//7Rqz88ePVVnEySEeDZHAQWmKaM1XSOzNzfoj9sR4sx\nfJ5f+AfPX/3SOdpUEcKcLz2/dePH8ehfzOftEnAwuT6ACUEQzIKHTQ6bYVwWBVVpZtP9WW7cYIGJ\nSDRl9SQSBbSKI42xbjShsEiOnfv0kx8Uzz6F8VA2N3Ory9To++/Nv/+d+zduTJY11V2UFXTMtc66\n3FGOMUd3UUtAY26RH++lT47X79zqZrPx1oULxuH28eH3bky+90P7ye1563SYaEnkrkjG7sXjZjMA\nH0JQnB7Q9/R0Nh92FFAvfNODJzOzO5gwhF5mvybYFqzHrlImi3uOt8zeV2vguT8XHruEpAQSuFGc\ne9pNZdWUcYGtw6bteH+qHyxsp6FFJiGMDIsVW8FQaG44dMQ+HODKlfEzz5SXry+LcKEIgwthYyNs\nFscH9749v3uvzqnJy1kz72jGgSAx9mEo+d8SvcPVI1AJsjSf3vze/d0bh06U1CYnMz+opUaBCj1r\np8DyCtIqAMAyTyoJ5Wh85drm1WvnxpV450PaHKzVIdqTz9sb7+neLhzrLBVoAdbDo+a7fxnaiV9/\ndTqowu5+eu+NzbffPZjNHER+igsEEUFP/eRjTRqPFA4fAlT5czj/4tb4SjnLu0pWbYzWni2381h/\nEnb2dzRBHjTukBExTdGUW2H75e1zz28ON4ZB4+HN4+b1Sb4Xu6UaITIUMLMo5qsJp1Qd5FIAwPGR\n/OA7qQzH+3v5hZe2ybRe5jd/cvxX//Lo7l0zXpNYYJV8IjcscOuyKpFwn40FVsUr086/94O9q0/q\niwdVQnz1lf1vf+/47Tt0twZEWj/l7SA1AWCPYY8JD3wdPkpbQx1Oqw59YTsQCZEE7ZxIYey2xngi\n0JfK8GSgjdiN3VjppgXt7LCxmryDrcw7mfUCVG2ge6Af1n7z0N9r5NyJzLPvTvytE/qJx/1CzJS0\nXnWXdmMOQuSuDpPcoauztliA2X3EHFqEkzx/5+jkA7WuhjAUpOTOTtoBJJDAyPhbPTTPwAb1yc3j\nyT0wC1xMiRPEokCUT1uMXTWgyCu+MAXmErHSYpRj2akFtq1ReFJkD9jfPj8qBqKkhsKldF7O6pTV\n7tyx+dE0fu/QctPkPJ+MnbMhoA+9iR7Iwq8MvD/Sb9j/Wpbl4MpotDYsDZbYYSRKg8HalbV64/Qq\n6PxhOk0oFBeH1790+eU/fO7c5zfCENJi8sHW2uVw4788OUj71qlyH3L3Gf6VgbdhSk5wZuau41vv\n53Yxefv1ydrGfQlZO9y/p3du28kCHhoufJVmQk4A+k7k/g7Lpo6VAqc4aU5+/KqmZm/rT2edVLfu\nzfbv5maJzouAQJ6pfzpyJX7s+RgeFvhOXTSfwn3dk/fPYj3tSmQKzBLdcs/VDK/Yzkd+upAXB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3+WCrVV6ke8vq7sQmFTfpU79Ne0CL1tlFQTUJl7OBvEY0NK0mxYCH+V2vqnLWDv76sPlvtf1L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+ "prompt_number": 6, + "text": [ + "<IPython.core.display.Image at 0x2c5bcd0>" + ] + } + ], + "prompt_number": 6 + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "The assignment\n", + "===\n", + "\n", + "You can find a new folder named **make_fastq** in the **course-assignments** repository on the gitlab server:\n", + "\n", + "https://git.lumc.nl/humgen/course-assignments/tree/master/make_fastq\n", + "\n", + "In this folder you will find a file named **sequencer.py**. This is a module that should not be altered. Please edit the file **make_fastq.py**\n", + "for this assignment.\n", + "\n", + "If you iterate over the Sequencer object, you will get a list of tiles.\n", + "\n", + "* Convert this list to a list of reads and quality scores.\n", + "* Calculate the average quality score of each read.\n", + "* Trim reads that end with low quality scores." + ] + } + ], + "metadata": {} + } + ] +} \ No newline at end of file