{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# MIME Outputs\n", "\n", "You can put math and HTML into notebooks directly with markdown cells. BeakerX also has an API for generation and display of multimedia content." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\alpha^2 + \\eta$" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Latex('$\\\\alpha^2 + \\\\eta$')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "

Hello, world!

" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML('

Hello, world!

')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "

Hello World!

" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "new MIMEContainer('text/html', '

Hello World!

')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "

Hello World!

" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "new MIMEContainer(MIMEContainer.MIME.TEXT_HTML, '

Hello World!

')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\alpha^2 + \\eta$" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "new MIMEContainer('text/latex', '$\\\\alpha^2 + \\\\eta$')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "./Tablesaw/baseball.csv
./Tablesaw/tornadoes_2014.csv
./Tablesaw/whiskey.csv
" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "FileLinks(\"./Tablesaw\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "./plotDemo.ipynb
" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "FileLink(\"./plotDemo.ipynb\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/markdown": [ "It's **very** easy to do **bold** and *italics*:" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Markdown(\"It's **very** easy to do **bold** and *italics*:\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$$F(k) = \\int_{-\\infty}^{\\infty} f(x) e^{2\\pi i k} dx$$" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Math('F(k) = \\\\int_{-\\\\infty}^{\\\\infty} f(x) e^{2\\\\pi i k} dx')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "IFrame('http://jupyter.org/', '100%', 400)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ScribdDocument(\"71048089\", '100%', 400)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\n", "VimeoVideo(\"139304565\",400,300)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "YoutubeVideo(\"gSVvxOchT8Y\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Video('https://archive.org/download/Sita_Sings_the_Blues/Sita_Sings_the_Blues_small.mp4')" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ " " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SVG(\"https://dev.w3.org/SVG/tools/svgweb/samples/svg-files/car.svg\")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ " " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SVG(\"./atom.svg\")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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13XY+W4Hpza2zj7hZVa+d1dlft/Qei5vudWyqzf6a6DJ+r7Miol+Q6smHSwN2tPxJ9S3/AKC5vGycm64sxajbY1suj2hrf3rLHFrG/wBr6a268uxuDWHWstdYBsDJED/hNwb7lY5s/d4GUCBfhrbYhCz4J8jqGF0+W0g5GaQPeQAAR+ds/N938tZmdlO9zbnB9x/nCfcG9yD+9tVZ0jNa/dLWy4HxcBo/+ox30GqLw0hrfBu9066n3arInknkPFkkZHxZwANAjOU71AwSKuXjhzz/AMI9W25TnY7bnNhx+i1ugaANB/Vb+csyxp2DWHWST5AmP+pRcu11fRn2cS8sZHO0x/5NNKE2NlOfJbJ17ca/1Vo0+qG73kGez+yzMHbVW0uO1rO3GqrdX+sNGNUTsNrjpXXMTA8SD6Ve36bv5x/83V+f6ZESTQ3QSBqdg7DMlv2xtRAbuPPBDhqFpV3hrtv5roA8gYP/AFS86o61lWvpvFrSx2jq2h81vl3sm7d+Y3fvqf6a6/p2S++HzIAGvmm5McoEWmEoz2dU3O3nXWP4ncrDL3CSfLTy4VQz6jyeA0E/6/2k91T9m4c94/Ko5MlBsW5gZfo8AOIPucANVplrbaOQ4kcgx822Ly760Z+fT1HGFJsFLT721O9N5E+4ertf6W9rXfpdq636r53Un4xFrnZFP+Dtt0sIOv6Q/wCE/wCM+m9S+0YwEzrxdGLi4pGI3i9FhWMvxL8O9xcaj7S73OaeAf5Xu/8AVazg/bcGz4a94M+13/CV7UXCyGnPurcHNdEEGCIA02O+l9H95KyprCHiOJnzDt//AJNRgaUu2J8UnTboN2FaN1LnOAY/3AeNe0/mLiuv4gwc+zFxi2yguAqIM7A73Btv5/6NdljNa/Ne4f4QguHfwcuL+tPUKXdVy6qWh9vqOD7A6HVuDgOPoPY5jfexW+Q5g4Mkr+WQ2+vzf4LHnIABrVynUvqe8Wlorc72ETLpGp26oeNhWNve5lnp1EakgGR9LY5rlKjIsLLN05FgA9Mc/wAj/o/TQzlvGNLX+qXDVhaAAAR/hN27dbs/Sq3k5vj44yAoXwnz+VrGWj//0q2Ldk4THVa2hxBsfpuLoj+1t/wf8hWfVqtYG1xBPtcNIBP6Rv8AWVS7ZuOw7mmdrxqHeDmu/Oa5Aqtc5+8CYPbSY7a/mrVz8pHNiMBuRcT/AFv0WzGRiW7mslhcONu1o/raN/6Kja9o9Z/Z7QAPM8hWHs9bFFjHe0/RI8Y/77tVMVhhDXmQYJ17GGj8q5kgxkYyFSiaI7EM5a+QSdgbpIG7+qwT/wBJyllGejkzrW/dqJGpZz/nIgY1z629yC0/HX+9AyAf2dmsJ9rankfKH1/9JqXZaeqSuo2Bu47mDsePwQep9Goyg0tkEwNp/wC+67monTri6tsgS5o8j/5FaLw2ytpI2kc8p1mMrGi3Qii8sfq+aXVioxrpqdCT9JdTgtqqYKqz7WmYPM93Khc4iwRq48DzKu4oM7WkE/nHlDJMy3XQiI7OvWd8EGTrr8dFcY0Bscjx/FZ2M8EuLoaG8EmNVboymi3Y4hs8GZCiIK62rldEoycsP1aSNR2MStXCxa8dgrYNrW8+ai6J8HAyFbYNzQ8CDGqcCSKvZbLu5pIZ1pu0ctl3iZG3+CWU17LHAH2t1keB27z/AGZVTHs9f6yWCdGU7hxwDs0hXb/U+0bRyDEeR0QPXzXAajyWxSKK3Z1p2jHYXEzp7Zj/ADvornhi9GzC1t1La8gnc6xntc7d9L1LAPdv/wCEVrr/AFjGqur6M0gaeplk8f6XHx5/e3bMiz/rVf8ApFi/awMhmQHiHObJ82yXO/tKfDyonA5JSlGxLg4T+nCPFU2tzBEpV+7+bjV2vw8mt9Jlwds2jmXexzdP3lpdHwGeocjJtYywExRMFpI4f/K1UGlvuvO0X+5p0iGk79s/yt29Qxciux4dbYGOYRw07/8AOhaGHlI4yJ5NZdBTGI1u/wD/0+axb7W1N2ghpG5rCdzZPu+j9H/NV2l1Ypl7i1o/NmXEn8z2psOil/Tcd/0riCx0fS3NcRtP9Vv/AEEa3FcK98y9mob2ge4t/tLYwT/VxPgGYHQOj065tjDh2AVbj+jiNrC7VlL3fnWWfTQctjmVN3iCzQ/3KpQ9rrnEultpLz2IjQtMrSse3Ixyx5/Ss5J/OA/O/rtWZ8S5Ek/eMYJv+diP+n/3zNjnpwn6NCkkWh51n3ff7f8AvqHnk19MyhyXVBs/FzW/9+Ri9hs09p+iB8NNqr9VsnAFA0LyCR/J+l3/AJYaskbhcdi53Tr37g2Y7E+ELeqtaWczouXxxY2wNIMeen5Vu0QQGbgT3g6D+2nEWxgsLHH7UZ5OgAWjUwupLw39I0EtE6EjXw3KuyiLpZBEROgP3wtCsVuAbLfbrBOh/lIVqvvR5fM69c+wmuw1Ut0bu1I+J/rKNXWi0/pcgAD6TmjXmPbCn1/pDWWGympxZcSXtbJhx1a70/3FjYeNYbvTdSbGRte3VpB5+lpt/lK7ER4RoGqTK9y+mfV3POfhgl4s9L2Gwfnd2nX+T9NbD8gY+O57tWtB0nlY31YqZjdOFNYBJ1dt43REf1dFr3tcamsGhdzyfxCo5ABORDZhqAC5wo+zZ2FnQdmVVdRaQNA6ftGOXH83/DN9yvPy6cek51zobUCeJMnRun53u2qXWKxT0/Hc9+11RDtzdD5aN/8AOH/zawM/P6Tku+z2ZNej9wrLh9P6X0G/Rd9L9G5T8vycp8EiQIHWRJ/BM8oF99g4pwrK6nX3t3lwcbLgZl0u/S+473Nf9L3LNGUMk3ObtIrIdSAZdEem7cPzeVc6/k4/2c4mEG7HGbSzj2n21Nd/58T7unU11v2sDHM3tDQ2eJ2saI3bfz1Y5zNwxjAH3ADvH+q1JFz3BjqW2V2RYGtAuaZ+iIDL6/3P+EVV2fkBrq3uJkRPP4hSycp+Rc+2s/Z2OADWNiQ0D85zfznfnpsXYy2LHfSaQ0x3V8558AlwkSr5fm+i+9H/1KU4eOX3dPubZW87rK39t2nhuYxv8lEcHm8MtYGgQSGkkEGNr2v9vqMXOdLNmVf9npcWixpJ9QGCB7/UrB/d2rocey4Vvot9zGuYanNHDxva/cydzKnM2/yFqYCNCAKutPl1ZQhodVj51teQxrW3xtt/ND2/R3uP0WOYXLTxcazV4BsDSdW6z8wota0Bu6D314I4d+VUc3p1L2xjH7JY8tf6lQ7NJ+k32t2OVgk1LhFnoNk26tGPhO9THta03NGjSPeAR7LP5PH01i5tbhYSTJ7nvCv/AFZ6W7BycjJtt9Sk1+9urXl8+zdq72f21WzBuvc08EyAub5syOeXHAYyP0Rr/wA4MkZSI1FOLkMcx+5mh8fP97+sjYQe8avgDidI+9WnYzSSTr5KBxJAHAHdQKbVDw+WxJBjXv8A1f8Avy0HPrdSHWAEt7k6afutCxqzZUZb29re8aawp+q95LYgHy5/koggHVCTOvqtIL7GtcdHyZMAFo9rfzm7lnMfi+sf0m2ToSxwB+5bFAb6f6QQ5vLSJ3LUxMfH9Te1oaLHD3tYAQB/5NSDLEBbwlH0O+tjQHWb9ugDODry76K6Op/qjURuIgKpj00iTXWGzrMCfgtXp9M2B73cahQTlxHQMkdNS4/11ov+xVMYCdvuY4AmCNHS5kW1e1385R+lYvMb7m4eVtyKmPaIJcG7HPYeT6mP6bbH7v8ACOZZ+mXuXUem0Z9Ba9gNgB9N57H+svKOu9NzG5j6cuackEfZ7GiGx9H1Gvd6f9v/AEv+YrMZR4BAkgjb91hmSdXPrNeRh2tLTNgexvvDvez+w3+cj2LLrGwvdt2n0zyZIk/Bq08eqz13V5j9zo9zwNr2uH0C5n57P3HtWfbUXWW2RsFrR6gd+a4fzijEjxSB2u/7GMpMZneJAjXzU7JY4PY73OOpClVbVbRWaxoxoaSf9f3k7gd7Wubugzt8YC2BIcNjUbr3/9XCo+1NvfZkH1bDLKnsbAbWY9o/l2bf0v8A0PYrwe7Q7n1OIAMCR81m9IsuqFmJkscWNZvrucNPUn9NXV/wbd/tZ/wdiLXlBtu0kgvMAnxhaPIzgMEBHYaafvdWWPyvQYbcZ2Huud6lrnQA0kQGnb/ZdZ+e56b07Bleg0GxpDXDa0lxB+iHBv7qxqs61rmCwlxPtkAwT/U/ObvXS/V0ltN2a5k2lxAteHEkfyXbWbVFkyZcJyZZS4oH5Mf6Ub6KjGzTYvqNFAxwwMJ1eAJ1+KxcqiHzzPK1bsne4tP0j4KhaPVsDS7TyWLOZnIzO8jbO0ixoEnTyTeiSJ7nQD4rQbjVg6DjuVOrHDnajnWPD93+0haKaDMIkN07q3X09rSC4c8K84Ma5tY+kRP8EXaHODT3KG6tmuMevaLAA4NPB5gq25zS1jWfRnVDcx1e5oE7T+VCpc51o19oOunZNOi4OtTIAOh/2q9iw2COx4VAAtgjUjSPEI2LcCJBkFJDtg8OEwVkdf6Dh9RAyXs3WViS3gOIHt9Tb9LatDGtD27DyOCES52xh0mAnk6Wx1rT4113A2PH2gOf7vbbAgf1GfS/9EV/6T1VlWMd+z8itxktIl3cNnuvW+tdKxsqo3NrBvj2uJgSdPpM9y4HqPT7cZxaKD+lJaRQA7b/AC79GO3/ANhIZDKu4IP2LMsCDY2Ly32j7OKKzI2N3E+ZPgrFvUTZt9zOZ3AQR96hd03qWRkx9luqY90B72kNa3jcfb+6tCv6u10uFrbTY6twdteyPomf3lZ9zgj8xHFqYx2Y9X//1vP25OW4gvyHMO79GdzpEfuNZudtatPFyLHZLCHm3cdnu0gEe939j6Sq/ZKMcvNuRsfGo29udNP+/IhZ6pYK7GM9JoLXPcGElo+nP7yrwzGEomJIAIka9IlSQadjDrLsh9pIgkBg8AusxTezEbU4OrA0G7TQfyXNXGYedax9dOf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" }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(\"https://doggydollars.com/wp-content/uploads/2016/02/DoggyDollars-Retriever-300x300.jpg\")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(\"./widgetArch.png\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import java.io.File;\n", "import com.google.common.io.ByteStreams;\n", "import com.google.common.io.Files;\n", "\n", "def imgFile = new File(\"./widgetArch.png\");\n", "def bytes = Files.toByteArray(imgFile);\n", "Image(bytes)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "beakerx_kernel_parameters": {}, "kernelspec": { "display_name": "Groovy", "language": "groovy", "name": "groovy" }, "language_info": { "codemirror_mode": "groovy", "file_extension": ".groovy", "mimetype": "", "name": "Groovy", "nbconverter_exporter": "", "version": "2.4.3" } }, "nbformat": 4, "nbformat_minor": 2 }