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1 1 .. _config_overview:
2 2
3 3 ============================================
4 4 Overview of the IPython configuration system
5 5 ============================================
6 6
7 This section describes the IPython configuration system. Starting with version
8 0.11, IPython has a completely new configuration system that is quite
9 different from the older :file:`ipythonrc` or :file:`ipy_user_conf.py`
10 approaches. The new configuration system was designed from scratch to address
11 the particular configuration needs of IPython. While there are many
12 other excellent configuration systems out there, we found that none of them
13 met our requirements.
14
15 .. warning::
16
17 If you are upgrading to version 0.11 of IPython, you will need to migrate
18 your old :file:`ipythonrc` or :file:`ipy_user_conf.py` configuration files
19 to the new system. You may want to read the section on
20 :ref:`configuring IPython <configuring_ipython>`. There are also some ideas
21 `on the IPython wiki <http://wiki.ipython.org/Cookbook/Moving_config_to_IPython_0.11>`_
22 about this.
23
24 The discussion that follows is focused on teaching users how to configure
25 IPython to their liking. Developers who want to know more about how they
26 can enable their objects to take advantage of the configuration system
27 should consult our :ref:`developer guide <developer_guide>`
7 This section describes the IPython configuration system.
8
9 The following discussion is for users who want to configure
10 IPython to their liking. Developers who want to know how they can
11 enable their objects to take advantage of the configuration system
12 should consult the :ref:`developer guide <developer_guide>`
28 13
29 14 The main concepts
30 15 =================
31 16
32 17 There are a number of abstractions that the IPython configuration system uses.
33 18 Each of these abstractions is represented by a Python class.
34 19
35 20 Configuration object: :class:`~IPython.config.loader.Config`
36 21 A configuration object is a simple dictionary-like class that holds
37 22 configuration attributes and sub-configuration objects. These classes
38 23 support dotted attribute style access (``Foo.bar``) in addition to the
39 24 regular dictionary style access (``Foo['bar']``). Configuration objects
40 25 are smart. They know how to merge themselves with other configuration
41 26 objects and they automatically create sub-configuration objects.
42 27
43 28 Application: :class:`~IPython.config.application.Application`
44 29 An application is a process that does a specific job. The most obvious
45 30 application is the :command:`ipython` command line program. Each
46 31 application reads *one or more* configuration files and a single set of
47 32 command line options
48 33 and then produces a master configuration object for the application. This
49 34 configuration object is then passed to the configurable objects that the
50 35 application creates. These configurable objects implement the actual logic
51 36 of the application and know how to configure themselves given the
52 37 configuration object.
53 38
54 39 Applications always have a `log` attribute that is a configured Logger.
55 40 This allows centralized logging configuration per-application.
56 41
57 42 Configurable: :class:`~IPython.config.configurable.Configurable`
58 43 A configurable is a regular Python class that serves as a base class for
59 44 all main classes in an application. The
60 45 :class:`~IPython.config.configurable.Configurable` base class is
61 46 lightweight and only does one things.
62 47
63 48 This :class:`~IPython.config.configurable.Configurable` is a subclass
64 49 of :class:`~IPython.utils.traitlets.HasTraits` that knows how to configure
65 50 itself. Class level traits with the metadata ``config=True`` become
66 51 values that can be configured from the command line and configuration
67 52 files.
68 53
69 54 Developers create :class:`~IPython.config.configurable.Configurable`
70 55 subclasses that implement all of the logic in the application. Each of
71 56 these subclasses has its own configuration information that controls how
72 57 instances are created.
73 58
74 59 Singletons: :class:`~IPython.config.configurable.SingletonConfigurable`
75 60 Any object for which there is a single canonical instance. These are
76 61 just like Configurables, except they have a class method
77 62 :meth:`~IPython.config.configurable.SingletonConfigurable.instance`,
78 63 that returns the current active instance (or creates one if it
79 64 does not exist). Examples of singletons include
80 65 :class:`~IPython.config.application.Application`s and
81 66 :class:`~IPython.core.interactiveshell.InteractiveShell`. This lets
82 67 objects easily connect to the current running Application without passing
83 68 objects around everywhere. For instance, to get the current running
84 69 Application instance, simply do: ``app = Application.instance()``.
85 70
86 71
87 72 .. note::
88 73
89 74 Singletons are not strictly enforced - you can have many instances
90 75 of a given singleton class, but the :meth:`instance` method will always
91 76 return the same one.
92 77
93 78 Having described these main concepts, we can now state the main idea in our
94 79 configuration system: *"configuration" allows the default values of class
95 80 attributes to be controlled on a class by class basis*. Thus all instances of
96 81 a given class are configured in the same way. Furthermore, if two instances
97 82 need to be configured differently, they need to be instances of two different
98 83 classes. While this model may seem a bit restrictive, we have found that it
99 84 expresses most things that need to be configured extremely well. However, it
100 85 is possible to create two instances of the same class that have different
101 86 trait values. This is done by overriding the configuration.
102 87
103 88 Now, we show what our configuration objects and files look like.
104 89
105 90 Configuration objects and files
106 91 ===============================
107 92
108 93 A configuration file is simply a pure Python file that sets the attributes
109 94 of a global, pre-created configuration object. This configuration object is a
110 95 :class:`~IPython.config.loader.Config` instance. While in a configuration
111 96 file, to get a reference to this object, simply call the :func:`get_config`
112 97 function. We inject this function into the global namespace that the
113 98 configuration file is executed in.
114 99
115 100 Here is an example of a super simple configuration file that does nothing::
116 101
117 102 c = get_config()
118 103
119 104 Once you get a reference to the configuration object, you simply set
120 105 attributes on it. All you have to know is:
121 106
122 107 * The name of each attribute.
123 108 * The type of each attribute.
124 109
125 110 The answers to these two questions are provided by the various
126 111 :class:`~IPython.config.configurable.Configurable` subclasses that an
127 112 application uses. Let's look at how this would work for a simple configurable
128 113 subclass::
129 114
130 115 # Sample configurable:
131 116 from IPython.config.configurable import Configurable
132 117 from IPython.utils.traitlets import Int, Float, Unicode, Bool
133 118
134 119 class MyClass(Configurable):
135 120 name = Unicode(u'defaultname', config=True)
136 121 ranking = Int(0, config=True)
137 122 value = Float(99.0)
138 123 # The rest of the class implementation would go here..
139 124
140 125 In this example, we see that :class:`MyClass` has three attributes, two
141 126 of whom (``name``, ``ranking``) can be configured. All of the attributes
142 127 are given types and default values. If a :class:`MyClass` is instantiated,
143 128 but not configured, these default values will be used. But let's see how
144 129 to configure this class in a configuration file::
145 130
146 131 # Sample config file
147 132 c = get_config()
148 133
149 134 c.MyClass.name = 'coolname'
150 135 c.MyClass.ranking = 10
151 136
152 137 After this configuration file is loaded, the values set in it will override
153 138 the class defaults anytime a :class:`MyClass` is created. Furthermore,
154 139 these attributes will be type checked and validated anytime they are set.
155 140 This type checking is handled by the :mod:`IPython.utils.traitlets` module,
156 141 which provides the :class:`Unicode`, :class:`Int` and :class:`Float` types.
157 142 In addition to these traitlets, the :mod:`IPython.utils.traitlets` provides
158 143 traitlets for a number of other types.
159 144
160 145 .. note::
161 146
162 147 Underneath the hood, the :class:`Configurable` base class is a subclass of
163 148 :class:`IPython.utils.traitlets.HasTraits`. The
164 149 :mod:`IPython.utils.traitlets` module is a lightweight version of
165 150 :mod:`enthought.traits`. Our implementation is a pure Python subset
166 151 (mostly API compatible) of :mod:`enthought.traits` that does not have any
167 152 of the automatic GUI generation capabilities. Our plan is to achieve 100%
168 153 API compatibility to enable the actual :mod:`enthought.traits` to
169 154 eventually be used instead. Currently, we cannot use
170 155 :mod:`enthought.traits` as we are committed to the core of IPython being
171 156 pure Python.
172 157
173 158 It should be very clear at this point what the naming convention is for
174 159 configuration attributes::
175 160
176 161 c.ClassName.attribute_name = attribute_value
177 162
178 163 Here, ``ClassName`` is the name of the class whose configuration attribute you
179 164 want to set, ``attribute_name`` is the name of the attribute you want to set
180 165 and ``attribute_value`` the the value you want it to have. The ``ClassName``
181 166 attribute of ``c`` is not the actual class, but instead is another
182 167 :class:`~IPython.config.loader.Config` instance.
183 168
184 169 .. note::
185 170
186 171 The careful reader may wonder how the ``ClassName`` (``MyClass`` in
187 172 the above example) attribute of the configuration object ``c`` gets
188 173 created. These attributes are created on the fly by the
189 174 :class:`~IPython.config.loader.Config` instance, using a simple naming
190 175 convention. Any attribute of a :class:`~IPython.config.loader.Config`
191 176 instance whose name begins with an uppercase character is assumed to be a
192 177 sub-configuration and a new empty :class:`~IPython.config.loader.Config`
193 178 instance is dynamically created for that attribute. This allows deeply
194 179 hierarchical information created easily (``c.Foo.Bar.value``) on the fly.
195 180
196 181 Configuration files inheritance
197 182 ===============================
198 183
199 184 Let's say you want to have different configuration files for various purposes.
200 185 Our configuration system makes it easy for one configuration file to inherit
201 186 the information in another configuration file. The :func:`load_subconfig`
202 187 command can be used in a configuration file for this purpose. Here is a simple
203 188 example that loads all of the values from the file :file:`base_config.py`::
204 189
205 190 # base_config.py
206 191 c = get_config()
207 192 c.MyClass.name = 'coolname'
208 193 c.MyClass.ranking = 100
209 194
210 195 into the configuration file :file:`main_config.py`::
211 196
212 197 # main_config.py
213 198 c = get_config()
214 199
215 200 # Load everything from base_config.py
216 201 load_subconfig('base_config.py')
217 202
218 203 # Now override one of the values
219 204 c.MyClass.name = 'bettername'
220 205
221 206 In a situation like this the :func:`load_subconfig` makes sure that the
222 207 search path for sub-configuration files is inherited from that of the parent.
223 208 Thus, you can typically put the two in the same directory and everything will
224 209 just work.
225 210
226 211 You can also load configuration files by profile, for instance:
227 212
228 213 .. sourcecode:: python
229 214
230 215 load_subconfig('ipython_config.py', profile='default')
231 216
232 217 to inherit your default configuration as a starting point.
233 218
234 219
235 220 Class based configuration inheritance
236 221 =====================================
237 222
238 223 There is another aspect of configuration where inheritance comes into play.
239 224 Sometimes, your classes will have an inheritance hierarchy that you want
240 225 to be reflected in the configuration system. Here is a simple example::
241 226
242 227 from IPython.config.configurable import Configurable
243 228 from IPython.utils.traitlets import Int, Float, Unicode, Bool
244 229
245 230 class Foo(Configurable):
246 231 name = Unicode(u'fooname', config=True)
247 232 value = Float(100.0, config=True)
248 233
249 234 class Bar(Foo):
250 235 name = Unicode(u'barname', config=True)
251 236 othervalue = Int(0, config=True)
252 237
253 238 Now, we can create a configuration file to configure instances of :class:`Foo`
254 239 and :class:`Bar`::
255 240
256 241 # config file
257 242 c = get_config()
258 243
259 244 c.Foo.name = u'bestname'
260 245 c.Bar.othervalue = 10
261 246
262 247 This class hierarchy and configuration file accomplishes the following:
263 248
264 249 * The default value for :attr:`Foo.name` and :attr:`Bar.name` will be
265 250 'bestname'. Because :class:`Bar` is a :class:`Foo` subclass it also
266 251 picks up the configuration information for :class:`Foo`.
267 252 * The default value for :attr:`Foo.value` and :attr:`Bar.value` will be
268 253 ``100.0``, which is the value specified as the class default.
269 254 * The default value for :attr:`Bar.othervalue` will be 10 as set in the
270 255 configuration file. Because :class:`Foo` is the parent of :class:`Bar`
271 256 it doesn't know anything about the :attr:`othervalue` attribute.
272 257
273 258
274 259 .. _ipython_dir:
275 260
276 261 Configuration file location
277 262 ===========================
278 263
279 264 So where should you put your configuration files? IPython uses "profiles" for
280 265 configuration, and by default, all profiles will be stored in the so called
281 266 "IPython directory". The location of this directory is determined by the
282 267 following algorithm:
283 268
284 269 * If the ``ipython-dir`` command line flag is given, its value is used.
285 270
286 271 * If not, the value returned by :func:`IPython.utils.path.get_ipython_dir`
287 272 is used. This function will first look at the :envvar:`IPYTHONDIR`
288 273 environment variable and then default to a platform-specific default.
289 274 Historical support for the :envvar:`IPYTHON_DIR` environment variable will
290 275 be removed in a future release.
291 276
292 277 On posix systems (Linux, Unix, etc.), IPython respects the ``$XDG_CONFIG_HOME``
293 278 part of the `XDG Base Directory`_ specification. If ``$XDG_CONFIG_HOME`` is
294 279 defined and exists ( ``XDG_CONFIG_HOME`` has a default interpretation of
295 280 :file:`$HOME/.config`), then IPython's config directory will be located in
296 281 :file:`$XDG_CONFIG_HOME/ipython`. If users still have an IPython directory
297 282 in :file:`$HOME/.ipython`, then that will be used. in preference to the
298 283 system default.
299 284
300 285 For most users, the default value will simply be something like
301 286 :file:`$HOME/.config/ipython` on Linux, or :file:`$HOME/.ipython`
302 287 elsewhere.
303 288
304 289 Once the location of the IPython directory has been determined, you need to know
305 290 which profile you are using. For users with a single configuration, this will
306 291 simply be 'default', and will be located in
307 292 :file:`<IPYTHONDIR>/profile_default`.
308 293
309 294 The next thing you need to know is what to call your configuration file. The
310 295 basic idea is that each application has its own default configuration filename.
311 296 The default named used by the :command:`ipython` command line program is
312 297 :file:`ipython_config.py`, and *all* IPython applications will use this file.
313 298 Other applications, such as the parallel :command:`ipcluster` scripts or the
314 299 QtConsole will load their own config files *after* :file:`ipython_config.py`. To
315 300 load a particular configuration file instead of the default, the name can be
316 301 overridden by the ``config_file`` command line flag.
317 302
318 303 To generate the default configuration files, do::
319 304
320 $> ipython profile create
305 $ ipython profile create
321 306
322 307 and you will have a default :file:`ipython_config.py` in your IPython directory
323 308 under :file:`profile_default`. If you want the default config files for the
324 309 :mod:`IPython.parallel` applications, add ``--parallel`` to the end of the
325 310 command-line args.
326 311
327 312
328 313 Locating these files
329 314 --------------------
330 315
331 316 From the command-line, you can quickly locate the IPYTHONDIR or a specific
332 317 profile with:
333 318
334 319 .. sourcecode:: bash
335 320
336 $> ipython locate
321 $ ipython locate
337 322 /home/you/.ipython
338 323
339 $> ipython locate profile foo
324 $ ipython locate profile foo
340 325 /home/you/.ipython/profile_foo
341 326
342 327 These map to the utility functions: :func:`IPython.utils.path.get_ipython_dir`
343 328 and :func:`IPython.utils.path.locate_profile` respectively.
344 329
345 330
346 331 .. _Profiles:
347 332
348 333 Profiles
349 334 ========
350 335
351 336 A profile is a directory containing configuration and runtime files, such as
352 337 logs, connection info for the parallel apps, and your IPython command history.
353 338
354 339 The idea is that users often want to maintain a set of configuration files for
355 340 different purposes: one for doing numerical computing with NumPy and SciPy and
356 341 another for doing symbolic computing with SymPy. Profiles make it easy to keep a
357 342 separate configuration files, logs, and histories for each of these purposes.
358 343
359 344 Let's start by showing how a profile is used:
360 345
361 346 .. code-block:: bash
362 347
363 348 $ ipython --profile=sympy
364 349
365 350 This tells the :command:`ipython` command line program to get its configuration
366 351 from the "sympy" profile. The file names for various profiles do not change. The
367 352 only difference is that profiles are named in a special way. In the case above,
368 353 the "sympy" profile means looking for :file:`ipython_config.py` in :file:`<IPYTHONDIR>/profile_sympy`.
369 354
370 355 The general pattern is this: simply create a new profile with:
371 356
372 357 .. code-block:: bash
373 358
374 ipython profile create <name>
359 $ ipython profile create <name>
375 360
376 361 which adds a directory called ``profile_<name>`` to your IPython directory. Then
377 362 you can load this profile by adding ``--profile=<name>`` to your command line
378 363 options. Profiles are supported by all IPython applications.
379 364
380 365 IPython ships with some sample profiles in :file:`IPython/config/profile`. If
381 366 you create profiles with the name of one of our shipped profiles, these config
382 367 files will be copied over instead of starting with the automatically generated
383 368 config files.
384 369
385 370 Security Files
386 371 --------------
387 372
388 373 If you are using the notebook, qtconsole, or parallel code, IPython stores
389 374 connection information in small JSON files in the active profile's security
390 375 directory. This directory is made private, so only you can see the files inside. If
391 376 you need to move connection files around to other computers, this is where they will
392 377 be. If you want your code to be able to open security files by name, we have a
393 378 convenience function :func:`IPython.utils.path.get_security_file`, which will return
394 379 the absolute path to a security file from its filename and [optionally] profile
395 380 name.
396 381
397 382 .. _startup_files:
398 383
399 384 Startup Files
400 385 -------------
401 386
402 If you want some code to be run at the beginning of every IPython session with a
403 particular profile, the easiest way is to add Python (.py) or IPython (.ipy) scripts
404 to your :file:`<profile>/startup` directory. Files in this directory will always be
405 executed as soon as the IPython shell is constructed, and before any other code or
406 scripts you have specified. If you have multiple files in the startup directory,
407 they will be run in lexicographical order, so you can control the ordering by adding
408 a '00-' prefix.
409
410 .. note::
411
412 Automatic startup files are new in IPython 0.12. Use the
413 InteractiveShellApp.exec_files configurable for similar behavior in 0.11.
387 If you want some code to be run at the beginning of every IPython session with
388 a particular profile, the easiest way is to add Python (``.py``) or
389 IPython (``.ipy``) scripts to your :file:`<profile>/startup` directory. Files
390 in this directory will always be executed as soon as the IPython shell is
391 constructed, and before any other code or scripts you have specified. If you
392 have multiple files in the startup directory, they will be run in
393 lexicographical order, so you can control the ordering by adding a '00-'
394 prefix.
414 395
415 396
416 397 .. _commandline:
417 398
418 399 Command-line arguments
419 400 ======================
420 401
421 402 IPython exposes *all* configurable options on the command-line. The command-line
422 403 arguments are generated from the Configurable traits of the classes associated
423 404 with a given Application. Configuring IPython from the command-line may look
424 405 very similar to an IPython config file
425 406
426 407 IPython applications use a parser called
427 408 :class:`~IPython.config.loader.KeyValueLoader` to load values into a Config
428 409 object. Values are assigned in much the same way as in a config file:
429 410
430 411 .. code-block:: bash
431 412
432 $> ipython --InteractiveShell.use_readline=False --BaseIPythonApplication.profile='myprofile'
413 $ ipython --InteractiveShell.use_readline=False --BaseIPythonApplication.profile='myprofile'
433 414
434 415 Is the same as adding:
435 416
436 417 .. sourcecode:: python
437 418
438 419 c.InteractiveShell.use_readline=False
439 420 c.BaseIPythonApplication.profile='myprofile'
440 421
441 422 to your config file. Key/Value arguments *always* take a value, separated by '='
442 423 and no spaces.
443 424
444 425 Common Arguments
445 426 ----------------
446 427
447 428 Since the strictness and verbosity of the KVLoader above are not ideal for everyday
448 429 use, common arguments can be specified as flags_ or aliases_.
449 430
450 431 Flags and Aliases are handled by :mod:`argparse` instead, allowing for more flexible
451 432 parsing. In general, flags and aliases are prefixed by ``--``, except for those
452 433 that are single characters, in which case they can be specified with a single ``-``, e.g.:
453 434
454 435 .. code-block:: bash
455 436
456 $> ipython -i -c "import numpy; x=numpy.linspace(0,1)" --profile testing --colors=lightbg
437 $ ipython -i -c "import numpy; x=numpy.linspace(0,1)" --profile testing --colors=lightbg
457 438
458 439 Aliases
459 440 *******
460 441
461 442 For convenience, applications have a mapping of commonly used traits, so you don't have
462 443 to specify the whole class name:
463 444
464 445 .. code-block:: bash
465 446
466 $> ipython --profile myprofile
447 $ ipython --profile myprofile
467 448 # and
468 $> ipython --profile='myprofile'
449 $ ipython --profile='myprofile'
469 450 # are equivalent to
470 $> ipython --BaseIPythonApplication.profile='myprofile'
451 $ ipython --BaseIPythonApplication.profile='myprofile'
471 452
472 453 Flags
473 454 *****
474 455
475 456 Applications can also be passed **flags**. Flags are options that take no
476 457 arguments. They are simply wrappers for
477 458 setting one or more configurables with predefined values, often True/False.
478 459
479 460 For instance:
480 461
481 462 .. code-block:: bash
482 463
483 $> ipcontroller --debug
464 $ ipcontroller --debug
484 465 # is equivalent to
485 $> ipcontroller --Application.log_level=DEBUG
466 $ ipcontroller --Application.log_level=DEBUG
486 467 # and
487 $> ipython --matploitlib
468 $ ipython --matploitlib
488 469 # is equivalent to
489 $> ipython --matplotlib auto
470 $ ipython --matplotlib auto
490 471 # or
491 $> ipython --no-banner
472 $ ipython --no-banner
492 473 # is equivalent to
493 $> ipython --TerminalIPythonApp.display_banner=False
474 $ ipython --TerminalIPythonApp.display_banner=False
494 475
495 476 Subcommands
496 477 -----------
497 478
498 479
499 480 Some IPython applications have **subcommands**. Subcommands are modeled after
500 481 :command:`git`, and are called with the form :command:`command subcommand
501 482 [...args]`. Currently, the QtConsole is a subcommand of terminal IPython:
502 483
503 484 .. code-block:: bash
504 485
505 $> ipython qtconsole --profile myprofile
486 $ ipython qtconsole --profile myprofile
506 487
507 488 and :command:`ipcluster` is simply a wrapper for its various subcommands (start,
508 489 stop, engines).
509 490
510 491 .. code-block:: bash
511 492
512 $> ipcluster start --profile=myprofile -n 4
493 $ ipcluster start --profile=myprofile -n 4
513 494
514 495
515 496 To see a list of the available aliases, flags, and subcommands for an IPython application, simply pass ``-h`` or ``--help``. And to see the full list of configurable options (*very* long), pass ``--help-all``.
516 497
517 498
518 499 Design requirements
519 500 ===================
520 501
521 502 Here are the main requirements we wanted our configuration system to have:
522 503
523 504 * Support for hierarchical configuration information.
524 505
525 506 * Full integration with command line option parsers. Often, you want to read
526 507 a configuration file, but then override some of the values with command line
527 508 options. Our configuration system automates this process and allows each
528 509 command line option to be linked to a particular attribute in the
529 510 configuration hierarchy that it will override.
530 511
531 512 * Configuration files that are themselves valid Python code. This accomplishes
532 513 many things. First, it becomes possible to put logic in your configuration
533 514 files that sets attributes based on your operating system, network setup,
534 515 Python version, etc. Second, Python has a super simple syntax for accessing
535 516 hierarchical data structures, namely regular attribute access
536 517 (``Foo.Bar.Bam.name``). Third, using Python makes it easy for users to
537 518 import configuration attributes from one configuration file to another.
538 519 Fourth, even though Python is dynamically typed, it does have types that can
539 520 be checked at runtime. Thus, a ``1`` in a config file is the integer '1',
540 521 while a ``'1'`` is a string.
541 522
542 523 * A fully automated method for getting the configuration information to the
543 524 classes that need it at runtime. Writing code that walks a configuration
544 525 hierarchy to extract a particular attribute is painful. When you have
545 526 complex configuration information with hundreds of attributes, this makes
546 527 you want to cry.
547 528
548 529 * Type checking and validation that doesn't require the entire configuration
549 530 hierarchy to be specified statically before runtime. Python is a very
550 531 dynamic language and you don't always know everything that needs to be
551 532 configured when a program starts.
552 533
553 534
554 535 .. _`XDG Base Directory`: http://standards.freedesktop.org/basedir-spec/basedir-spec-latest.html
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