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@@ -28,7 +28,7 b' which will behave similar to the terminal and Qt console versions, using your' | |||||
28 | default matplotlib backend and providing floating interactive plot windows. If |
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28 | default matplotlib backend and providing floating interactive plot windows. If | |
29 | you want inline figures, you must manually select the ``inline`` backend:: |
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29 | you want inline figures, you must manually select the ``inline`` backend:: | |
30 |
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30 | |||
31 |
$ ipython notebook --pylab |
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31 | $ ipython notebook --pylab inline | |
32 |
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32 | |||
33 | This server uses the same ZeroMQ-based two process kernel architecture as |
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33 | This server uses the same ZeroMQ-based two process kernel architecture as | |
34 | the QT Console as well Tornado for serving HTTP/S requests. Some of the main |
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34 | the QT Console as well Tornado for serving HTTP/S requests. Some of the main | |
@@ -64,18 +64,18 b' in which the application was started, and allows you to create new notebooks.' | |||||
64 | A notebook is a combination of two things: |
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64 | A notebook is a combination of two things: | |
65 |
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65 | |||
66 | 1. An interactive session connected to an IPython kernel, controlled by a web |
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66 | 1. An interactive session connected to an IPython kernel, controlled by a web | |
67 |
application that can send input to the console and display many types of |
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67 | application that can send input to the console and display many types of | |
68 |
(text, graphics, mathematics and more). This is the same kernel used |
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68 | output (text, graphics, mathematics and more). This is the same kernel used | |
69 |
:ref:`Qt console <qtconsole>`, but in this case the web console sends |
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69 | by the :ref:`Qt console <qtconsole>`, but in this case the web console sends | |
70 |
persistent cells that you can edit in-place instead of the |
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70 | input in persistent cells that you can edit in-place instead of the | |
71 | terminal style used by the Qt console. |
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71 | vertically scrolling terminal style used by the Qt console. | |
72 |
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72 | |||
73 | 2. A document that can save the inputs and outputs of the session as well as |
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73 | 2. A document that can save the inputs and outputs of the session as well as | |
74 |
additional text that accompanies the code but is not meant for execution. |
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74 | additional text that accompanies the code but is not meant for execution. | |
75 |
this way, notebook files serve as a complete computational record of a |
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75 | In this way, notebook files serve as a complete computational record of a | |
76 |
including explanatory text and mathematics, code and resulting |
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76 | session including explanatory text and mathematics, code and resulting | |
77 |
documents are internally JSON files and are saved with the |
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77 | figures. These documents are internally JSON files and are saved with the | |
78 | extension. |
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78 | ``.ipynb`` extension. | |
79 |
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79 | |||
80 | If you have ever used the Mathematica or Sage notebooks (the latter is also |
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80 | If you have ever used the Mathematica or Sage notebooks (the latter is also | |
81 | web-based__) you should feel right at home. If you have not, you should be |
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81 | web-based__) you should feel right at home. If you have not, you should be | |
@@ -100,6 +100,7 b' will consist of a single cell with all the code in the file, which you can' | |||||
100 | later manually partition into individual cells for gradual execution, add text |
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100 | later manually partition into individual cells for gradual execution, add text | |
101 | and graphics, etc. |
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101 | and graphics, etc. | |
102 |
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102 | |||
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103 | ||||
103 | Workflow and limitations |
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104 | Workflow and limitations | |
104 | ------------------------ |
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105 | ------------------------ | |
105 |
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106 | |||
@@ -158,8 +159,9 b' keybinding (see below). You can then type any text in Markdown_ syntax, as' | |||||
158 | well as mathematical expressions if you use ``$...$`` for inline math or |
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159 | well as mathematical expressions if you use ``$...$`` for inline math or | |
159 | ``$$...$$`` for displayed math. |
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160 | ``$$...$$`` for displayed math. | |
160 |
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161 | |||
161 | Exporting a notebook |
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162 | ||
162 | -------------------- |
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163 | Exporting a notebook and importing existing scripts | |
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164 | --------------------------------------------------- | |||
163 |
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165 | |||
164 | If you want to provide others with a static HTML or PDF view of your notebook, |
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166 | If you want to provide others with a static HTML or PDF view of your notebook, | |
165 | use the ``Print`` button. This opens a static view of the document, which you |
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167 | use the ``Print`` button. This opens a static view of the document, which you | |
@@ -176,18 +178,28 b' saved by default with the ``.ipynb`` extension and the files contain JSON data' | |||||
176 | that is not meant for human editing or consumption. But you can always export |
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178 | that is not meant for human editing or consumption. But you can always export | |
177 | the input part of a notebook to a plain python script by choosing Python format |
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179 | the input part of a notebook to a plain python script by choosing Python format | |
178 | in the `Download` drop list. This removes all output and saves the text cells |
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180 | in the `Download` drop list. This removes all output and saves the text cells | |
179 | in comment areas. |
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181 | in comment areas. See ref:`below <notebook_format>` for more details on the | |
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182 | notebook format. | |||
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183 | ||||
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184 | The notebook can also *import* ``.py`` files as notebooks, by dragging and | |||
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185 | dropping the file into the notebook dashboard file list area. By default, the | |||
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186 | entire contents of the file will be loaded into a single code cell. But if | |||
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187 | prior to import, you manually add the ``# <nbformat>2</nbformat>`` marker at | |||
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188 | the start and then add separators for text/code cells, you can get a cleaner | |||
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189 | import with the file broken into individual cells. | |||
180 |
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190 | |||
181 | .. warning:: |
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191 | .. warning:: | |
182 |
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192 | |||
183 | While in simple cases you can roundtrip a notebook to Python, edit the |
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193 | While in simple cases you can roundtrip a notebook to Python, edit the | |
184 |
python file and import it back without loss, this is in |
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194 | python file and import it back without loss of main content, this is in | |
185 | guaranteed to work at all*. As the notebook format evolves in complexity, |
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195 | general *not guaranteed to work at all*. First, there is extra metadata | |
186 | there will be attributes of the notebook that will not survive a roundtrip |
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196 | saved in the notebook that may not be saved to the ``.py`` format. And as | |
187 | through the Python form. You should think of the Python format as a way to |
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197 | the notebook format evolves in complexity, there will be attributes of the | |
188 | output a script version of a notebook and the import capabilities as a way |
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198 | notebook that will not survive a roundtrip through the Python form. You | |
189 | to load existing code to get a notebook started. But the Python version is |
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199 | should think of the Python format as a way to output a script version of a | |
190 | *not* an alternate notebook format. |
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200 | notebook and the import capabilities as a way to load existing code to get a | |
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201 | notebook started. But the Python version is *not* an alternate notebook | |||
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202 | format. | |||
191 |
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203 | |||
192 |
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204 | |||
193 | Keyboard use |
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205 | Keyboard use | |
@@ -216,6 +228,9 b' key bindings you need to remember are:' | |||||
216 | letter :kbd:`h` after :kbd:`Ctrl-m`) and IPython will show you the remaining |
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228 | letter :kbd:`h` after :kbd:`Ctrl-m`) and IPython will show you the remaining | |
217 | available keybindings. |
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229 | available keybindings. | |
218 |
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230 | |||
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231 | ||||
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232 | .. _notebook_security: | |||
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233 | ||||
219 | Security |
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234 | Security | |
220 | ======== |
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235 | ======== | |
221 |
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236 | |||
@@ -243,17 +258,107 b' You can then add this to your :file:`ipython_notebook_config.py`, e.g.::' | |||||
243 | c.NotebookApp.password = u'sha1:67c9e60bb8b6:9ffede0825894254b2e042ea597d771089e11aed' |
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258 | c.NotebookApp.password = u'sha1:67c9e60bb8b6:9ffede0825894254b2e042ea597d771089e11aed' | |
244 |
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259 | |||
245 | When using a password, it is a good idea to also use SSL, so that your password |
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260 | When using a password, it is a good idea to also use SSL, so that your password | |
246 |
is not sent |
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261 | is not sent unencripted by your browser. You can start the notebook to | |
247 |
protocol mode using a self-signed certificate by |
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262 | communicate via a secure protocol mode using a self-signed certificate by | |
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263 | typing:: | |||
248 |
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264 | |||
249 | $ ipython notebook --certfile=mycert.pem |
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265 | $ ipython notebook --certfile=mycert.pem | |
250 |
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266 | |||
251 | .. note:: |
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267 | .. note:: | |
252 |
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268 | |||
253 |
A self-signed certificate can be generated with openssl. For example |
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269 | A self-signed certificate can be generated with openssl. For example, the | |
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270 | following command will create a certificate valid for 365 days with both | |||
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271 | the key and certificate data written to the same file:: | |||
254 |
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272 | |||
255 | $ openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mycert.pem -out mycert.pem |
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273 | $ openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout mycert.pem -out mycert.pem | |
256 |
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274 | |||
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275 | Your browser will warn you of a dangerous certificate because it is | |||
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276 | self-signed. If you want to have a fully compliant certificate that will not | |||
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277 | raise warnings, it is possible (but rather involved) to obtain one for free, | |||
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278 | `as explained in detailed in this tutorial`__. | |||
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279 | ||||
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280 | .. __: http://arstechnica.com/security/news/2009/12/how-to-get-set-with-a-secure-sertificate-for-free.ars | |||
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281 | ||||
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282 | Keep in mind that when you enable SSL support, you'll need to access the | |||
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283 | notebook server over ``https://``, not over plain ``http://``. The startup | |||
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284 | message from the server prints this, but it's easy to overlook and think the | |||
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285 | server is for some reason non-responsive. | |||
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286 | ||||
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287 | ||||
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288 | Quick Howto: running a public notebook server | |||
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289 | ============================================= | |||
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290 | ||||
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291 | If you want to access your notebook server remotely with just a web browser, | |||
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292 | here is a quick set of instructions. Start by creating a certificate file and | |||
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293 | a hashed password as explained above. Then, create a custom profile for the | |||
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294 | notebook. At the command line, type:: | |||
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295 | ||||
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296 | ipython profile create nbserver | |||
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297 | ||||
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298 | In the profile directory, edit the file ``ipython_notebook_config.py``. By | |||
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299 | default the file has all fields commented, the minimum set you need to | |||
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300 | uncomment and edit is here:: | |||
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301 | ||||
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302 | c = get_config() | |||
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303 | ||||
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304 | # Kernel config | |||
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305 | c.IPKernelApp.pylab = 'inline' # if you want plotting support always | |||
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306 | ||||
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307 | # Notebook config | |||
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308 | c.NotebookApp.certfile = u'/absolute/path/to/your/certificate/mycert.pem' | |||
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309 | c.NotebookApp.ip = '*' | |||
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310 | c.NotebookApp.open_browser = False | |||
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311 | c.NotebookApp.password = u'sha1:bcd259ccf...your hashed password here' | |||
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312 | # It's a good idea to put it on a known, fixed port | |||
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313 | c.NotebookApp.port = 9999 | |||
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314 | ||||
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315 | You can then start the notebook and access it later by pointing your browser to | |||
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316 | ``https://your.host.com:9999``. | |||
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317 | ||||
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318 | .. _notebook_format: | |||
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319 | ||||
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320 | The notebook format | |||
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321 | =================== | |||
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322 | ||||
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323 | The notebooks themselves are JSON files with an ``ipynb`` extension, formatted | |||
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324 | as legibly as possible with minimal extra indentation and cell content broken | |||
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325 | across lines to make them reasonably friendly to use in version-control | |||
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326 | workflows. You should be very careful if you ever edit manually this JSON | |||
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327 | data, as it is extremely easy to corrupt its internal structure and make the | |||
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328 | file impossible to load. In general, you should consider the notebook as a | |||
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329 | file meant only to be edited by IPython itself, not for hand-editing. | |||
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330 | ||||
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331 | .. note:: | |||
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332 | ||||
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333 | Binary data such as figures are directly saved in the JSON file. This | |||
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334 | provides convenient single-file portability but means the files can be | |||
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335 | large and diffs of binary data aren't very meaningful. Since the binary | |||
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336 | blobs are encoded in a single line they only affect one line of the diff | |||
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337 | output, but they are typically very long lines. You can use the | |||
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338 | 'ClearAll' button to remove all output from a notebook prior to | |||
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339 | committing it to version control, if this is a concern. | |||
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340 | ||||
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341 | The notebook server can also generate a pure-python version of your notebook, | |||
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342 | by clicking on the 'Download' button and selecting ``py`` as the format. This | |||
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343 | file will contain all the code cells from your notebook verbatim, and all text | |||
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344 | cells prepended with a comment marker. The separation between code and text | |||
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345 | cells is indicated with special comments and there is a header indicating the | |||
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346 | format version. All output is stripped out when exporting to python. | |||
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347 | ||||
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348 | Here is an example of a simple notebook with one text cell and one code input | |||
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349 | cell, when exported to python format:: | |||
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350 | ||||
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351 | # <nbformat>2</nbformat> | |||
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352 | ||||
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353 | # <markdowncell> | |||
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354 | ||||
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355 | # A text cell | |||
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356 | ||||
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357 | # <codecell> | |||
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358 | ||||
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359 | print "hello IPython" | |||
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360 | ||||
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361 | ||||
257 | Known Issues |
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362 | Known Issues | |
258 | ============ |
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363 | ============ | |
259 |
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364 | |||
@@ -266,8 +371,5 b' In Firefox, for example, go to the Preferences panel, Advanced section,' | |||||
266 | Network tab, click 'Settings...', and add the address of the notebook server |
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371 | Network tab, click 'Settings...', and add the address of the notebook server | |
267 | to the 'No proxy for' field. |
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372 | to the 'No proxy for' field. | |
268 |
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373 | |||
269 | Notebook document format |
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270 | ======================== |
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271 |
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272 |
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374 | |||
273 | .. _Markdown: http://daringfireball.net/projects/markdown/basics |
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375 | .. _Markdown: http://daringfireball.net/projects/markdown/basics |
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