Running Code.ipynb
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r5779 | { | |
"metadata": { | |||
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r16108 | "name": "", | |
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r17499 | "signature": "sha256:f04198d3d69e0ecb1f8e08c92dcaf5942793c65e81e19e168b2b53e6fecaf223" | |
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r5779 | }, | |
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r6035 | "nbformat": 3, | |
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r7739 | "nbformat_minor": 0, | |
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r5779 | "worksheets": [ | |
{ | |||
"cells": [ | |||
{ | |||
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r9191 | "cell_type": "heading", | |
"level": 1, | |||
"metadata": {}, | |||
"source": [ | |||
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r17499 | "Running Code" | |
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r9191 | ] | |
}, | |||
{ | |||
|
r5779 | "cell_type": "markdown", | |
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r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r17499 | "First and foremost, the IPython Notebook is an interactive environment for writing and running code. IPython is capable of running code in a wide range of languages. However, this notebook, and the default kernel in IPython 2.0, runs Python code." | |
|
r9191 | ] | |
}, | |||
{ | |||
"cell_type": "heading", | |||
"level": 2, | |||
"metadata": {}, | |||
"source": [ | |||
"Code cells allow you to enter and run Python code" | |||
] | |||
}, | |||
{ | |||
"cell_type": "markdown", | |||
"metadata": {}, | |||
"source": [ | |||
|
r17495 | "Run a code cell using `Shift-Enter` or pressing the <button><i class=\"icon-play fa fa-play\"></i></button> button in the toolbar above:" | |
|
r5779 | ] | |
}, | |||
{ | |||
"cell_type": "code", | |||
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r9191 | "collapsed": false, | |
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r5779 | "input": [ | |
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r9191 | "a = 10" | |
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r5779 | ], | |
"language": "python", | |||
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r7739 | "metadata": {}, | |
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r5779 | "outputs": [], | |
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r16108 | "prompt_number": 1 | |
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r5779 | }, | |
{ | |||
"cell_type": "code", | |||
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r9191 | "collapsed": false, | |
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r5779 | "input": [ | |
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r9198 | "print(a)" | |
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r5779 | ], | |
"language": "python", | |||
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r7739 | "metadata": {}, | |
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r9191 | "outputs": [ | |
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"10\n" | |||
] | |||
} | |||
], | |||
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r16108 | "prompt_number": 2 | |
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r5779 | }, | |
{ | |||
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r17495 | "cell_type": "markdown", | |
"metadata": {}, | |||
"source": [ | |||
"There are two other keyboard shortcuts for running code:\n", | |||
"\n", | |||
"* `Alt-Enter` runs the current cell and inserts a new one below.\n", | |||
"* `Ctrl-Enter` run the current cell and enters command mode." | |||
] | |||
}, | |||
{ | |||
|
r9191 | "cell_type": "heading", | |
"level": 2, | |||
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r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r9191 | "Managing the IPython Kernel" | |
|
r5779 | ] | |
}, | |||
{ | |||
"cell_type": "markdown", | |||
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r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r17495 | "Code is run in a separate process called the IPython Kernel. The Kernel can be interrupted or restarted. Try running the following cell and then hit the <button><i class='icon-stop fa fa-stop'></i></button> button in the toolbar above." | |
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r5779 | ] | |
}, | |||
{ | |||
"cell_type": "code", | |||
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r9191 | "collapsed": false, | |
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r5779 | "input": [ | |
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r9191 | "import time\n", | |
"time.sleep(10)" | |||
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r5779 | ], | |
"language": "python", | |||
|
r7739 | "metadata": {}, | |
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r16108 | "outputs": [] | |
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r5779 | }, | |
{ | |||
"cell_type": "markdown", | |||
|
r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r9191 | "If the Kernel dies you will be prompted to restart it. Here we call the low-level system libc.time routine with the wrong argument via\n", | |
"ctypes to segfault the Python interpreter:" | |||
|
r5779 | ] | |
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
|
r9191 | "import sys\n", | |
"from ctypes import CDLL\n", | |||
|
r17495 | "# This will crash a Linux or Mac system\n", | |
"# equivalent calls can be made on Windows\n", | |||
|
r9198 | "dll = 'dylib' if sys.platform == 'darwin' else 'so.6'\n", | |
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r9191 | "libc = CDLL(\"libc.%s\" % dll) \n", | |
"libc.time(-1) # BOOM!!" | |||
|
r5779 | ], | |
"language": "python", | |||
|
r7739 | "metadata": {}, | |
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r15188 | "outputs": [] | |
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r9191 | }, | |
{ | |||
"cell_type": "heading", | |||
"level": 2, | |||
"metadata": {}, | |||
"source": [ | |||
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r17495 | "Cell menu" | |
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r5779 | ] | |
}, | |||
{ | |||
"cell_type": "markdown", | |||
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r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r17495 | "The \"Cell\" menu has a number of menu items for running code in different ways. These includes:\n", | |
"\n", | |||
"* Run and Select Below\n", | |||
"* Run and Insert Below\n", | |||
"* Run All\n", | |||
"* Run All Above\n", | |||
"* Run All Below" | |||
|
r5779 | ] | |
}, | |||
{ | |||
|
r9191 | "cell_type": "heading", | |
"level": 2, | |||
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r7739 | "metadata": {}, | |
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r5779 | "source": [ | |
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r17495 | "Restarting the kernels" | |
|
r5779 | ] | |
}, | |||
{ | |||
|
r9191 | "cell_type": "markdown", | |
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r7739 | "metadata": {}, | |
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r9191 | "source": [ | |
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r17495 | "The kernel maintains the state of a notebook's computations. You can reset this state by restarting the kernel. This is done by clicking on the <button><i class='icon-repeat'></i></button> in the toolbar above." | |
|
r5779 | ] | |
|
r17499 | }, | |
{ | |||
"cell_type": "heading", | |||
"level": 2, | |||
"metadata": {}, | |||
"source": [ | |||
"sys.stdout and sys.stderr" | |||
] | |||
}, | |||
{ | |||
"cell_type": "markdown", | |||
"metadata": {}, | |||
"source": [ | |||
"The stdout and stderr streams are displayed as text in the output area." | |||
] | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
"print(\"hi, stdout\")" | |||
], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [ | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"hi, stdout\n" | |||
] | |||
} | |||
], | |||
"prompt_number": 2 | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
"from __future__ import print_function\n", | |||
"print('hi, stderr', file=sys.stderr)" | |||
], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [ | |||
{ | |||
"output_type": "stream", | |||
"stream": "stderr", | |||
"text": [ | |||
"hi, stderr\n" | |||
] | |||
} | |||
], | |||
"prompt_number": 3 | |||
}, | |||
{ | |||
"cell_type": "heading", | |||
"level": 2, | |||
"metadata": {}, | |||
"source": [ | |||
"Output is asynchronous" | |||
] | |||
}, | |||
{ | |||
"cell_type": "markdown", | |||
"metadata": {}, | |||
"source": [ | |||
"All output is displayed asynchronously as it is generated in the Kernel. If you execute the next cell, you will see the output one piece at a time, not all at the end." | |||
] | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
"import time, sys\n", | |||
"for i in range(8):\n", | |||
" print(i)\n", | |||
" time.sleep(0.5)" | |||
], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [ | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"0\n", | |||
"1" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"2" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"3" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"4" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"5" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"6" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n", | |||
"7" | |||
] | |||
}, | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"\n" | |||
] | |||
} | |||
], | |||
"prompt_number": 4 | |||
}, | |||
{ | |||
"cell_type": "heading", | |||
"level": 2, | |||
"metadata": {}, | |||
"source": [ | |||
"Large outputs" | |||
] | |||
}, | |||
{ | |||
"cell_type": "markdown", | |||
"metadata": {}, | |||
"source": [ | |||
"To better handle large outputs, the output area can be collapsed. Run the following cell and then single- or double- click on the active area to the left of the output:" | |||
] | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
"for i in range(50):\n", | |||
" print(i)" | |||
], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [ | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"0\n", | |||
"1\n", | |||
"2\n", | |||
"3\n", | |||
"4\n", | |||
"5\n", | |||
"6\n", | |||
"7\n", | |||
"8\n", | |||
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"10\n", | |||
"11\n", | |||
"12\n", | |||
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"14\n", | |||
"15\n", | |||
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"18\n", | |||
"19\n", | |||
"20\n", | |||
"21\n", | |||
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"24\n", | |||
"25\n", | |||
"26\n", | |||
"27\n", | |||
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"30\n", | |||
"31\n", | |||
"32\n", | |||
"33\n", | |||
"34\n", | |||
"35\n", | |||
"36\n", | |||
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"38\n", | |||
"39\n", | |||
"40\n", | |||
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"43\n", | |||
"44\n", | |||
"45\n", | |||
"46\n", | |||
"47\n", | |||
"48\n", | |||
"49\n" | |||
] | |||
} | |||
], | |||
"prompt_number": 5 | |||
}, | |||
{ | |||
"cell_type": "markdown", | |||
"metadata": {}, | |||
"source": [ | |||
"Beyond a certain point, output will scroll automatically:" | |||
] | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [ | |||
"for i in range(500):\n", | |||
" print(2**i - 1)" | |||
], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [ | |||
{ | |||
"output_type": "stream", | |||
"stream": "stdout", | |||
"text": [ | |||
"0\n", | |||
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] | |||
} | |||
], | |||
"prompt_number": 6 | |||
}, | |||
{ | |||
"cell_type": "code", | |||
"collapsed": false, | |||
"input": [], | |||
"language": "python", | |||
"metadata": {}, | |||
"outputs": [] | |||
|
r5779 | } | |
|
r7739 | ], | |
"metadata": {} | |||
|
r5779 | } | |
] | |||
|
r15188 | } |