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1 1 """hooks for IPython.
2 2
3 3 In Python, it is possible to overwrite any method of any object if you really
4 4 want to. But IPython exposes a few 'hooks', methods which are _designed_ to
5 5 be overwritten by users for customization purposes. This module defines the
6 6 default versions of all such hooks, which get used by IPython if not
7 7 overridden by the user.
8 8
9 9 hooks are simple functions, but they should be declared with 'self' as their
10 10 first argument, because when activated they are registered into IPython as
11 11 instance methods. The self argument will be the IPython running instance
12 12 itself, so hooks have full access to the entire IPython object.
13 13
14 14 If you wish to define a new hook and activate it, you need to put the
15 15 necessary code into a python file which can be either imported or execfile()'d
16 from within your ipythonrc configuration.
16 from within your profile's ipython_config.py configuration.
17 17
18 18 For example, suppose that you have a module called 'myiphooks' in your
19 19 PYTHONPATH, which contains the following definition:
20 20
21 21 import os
22 22 from IPython.core import ipapi
23 23 ip = ipapi.get()
24 24
25 25 def calljed(self,filename, linenum):
26 26 "My editor hook calls the jed editor directly."
27 27 print "Calling my own editor, jed ..."
28 28 if os.system('jed +%d %s' % (linenum,filename)) != 0:
29 29 raise TryNext()
30 30
31 31 ip.set_hook('editor', calljed)
32 32
33 33 You can then enable the functionality by doing 'import myiphooks'
34 34 somewhere in your configuration files or ipython command line.
35 35 """
36 36
37 37 #*****************************************************************************
38 38 # Copyright (C) 2005 Fernando Perez. <fperez@colorado.edu>
39 39 #
40 40 # Distributed under the terms of the BSD License. The full license is in
41 41 # the file COPYING, distributed as part of this software.
42 42 #*****************************************************************************
43 43
44 44 import os, bisect
45 45 import sys
46 46
47 47 from IPython.core.error import TryNext
48 48
49 49 # List here all the default hooks. For now it's just the editor functions
50 50 # but over time we'll move here all the public API for user-accessible things.
51 51
52 52 __all__ = ['editor', 'fix_error_editor', 'synchronize_with_editor',
53 53 'input_prefilter', 'shutdown_hook', 'late_startup_hook',
54 54 'generate_prompt', 'show_in_pager','pre_prompt_hook',
55 55 'pre_run_code_hook', 'clipboard_get']
56 56
57 57 def editor(self,filename, linenum=None):
58 58 """Open the default editor at the given filename and linenumber.
59 59
60 60 This is IPython's default editor hook, you can use it as an example to
61 61 write your own modified one. To set your own editor function as the
62 62 new editor hook, call ip.set_hook('editor',yourfunc)."""
63 63
64 64 # IPython configures a default editor at startup by reading $EDITOR from
65 65 # the environment, and falling back on vi (unix) or notepad (win32).
66 66 editor = self.editor
67 67
68 68 # marker for at which line to open the file (for existing objects)
69 69 if linenum is None or editor=='notepad':
70 70 linemark = ''
71 71 else:
72 72 linemark = '+%d' % int(linenum)
73 73
74 74 # Enclose in quotes if necessary and legal
75 75 if ' ' in editor and os.path.isfile(editor) and editor[0] != '"':
76 76 editor = '"%s"' % editor
77 77
78 78 # Call the actual editor
79 79 if os.system('%s %s %s' % (editor,linemark,filename)) != 0:
80 80 raise TryNext()
81 81
82 82 import tempfile
83 83 def fix_error_editor(self,filename,linenum,column,msg):
84 84 """Open the editor at the given filename, linenumber, column and
85 85 show an error message. This is used for correcting syntax errors.
86 86 The current implementation only has special support for the VIM editor,
87 87 and falls back on the 'editor' hook if VIM is not used.
88 88
89 89 Call ip.set_hook('fix_error_editor',youfunc) to use your own function,
90 90 """
91 91 def vim_quickfix_file():
92 92 t = tempfile.NamedTemporaryFile()
93 93 t.write('%s:%d:%d:%s\n' % (filename,linenum,column,msg))
94 94 t.flush()
95 95 return t
96 96 if os.path.basename(self.editor) != 'vim':
97 97 self.hooks.editor(filename,linenum)
98 98 return
99 99 t = vim_quickfix_file()
100 100 try:
101 101 if os.system('vim --cmd "set errorformat=%f:%l:%c:%m" -q ' + t.name):
102 102 raise TryNext()
103 103 finally:
104 104 t.close()
105 105
106 106
107 107 def synchronize_with_editor(self, filename, linenum, column):
108 108 pass
109 109
110 110
111 111 class CommandChainDispatcher:
112 112 """ Dispatch calls to a chain of commands until some func can handle it
113 113
114 114 Usage: instantiate, execute "add" to add commands (with optional
115 115 priority), execute normally via f() calling mechanism.
116 116
117 117 """
118 118 def __init__(self,commands=None):
119 119 if commands is None:
120 120 self.chain = []
121 121 else:
122 122 self.chain = commands
123 123
124 124
125 125 def __call__(self,*args, **kw):
126 126 """ Command chain is called just like normal func.
127 127
128 128 This will call all funcs in chain with the same args as were given to this
129 129 function, and return the result of first func that didn't raise
130 130 TryNext """
131 131
132 132 for prio,cmd in self.chain:
133 133 #print "prio",prio,"cmd",cmd #dbg
134 134 try:
135 135 return cmd(*args, **kw)
136 136 except TryNext, exc:
137 137 if exc.args or exc.kwargs:
138 138 args = exc.args
139 139 kw = exc.kwargs
140 140 # if no function will accept it, raise TryNext up to the caller
141 141 raise TryNext
142 142
143 143 def __str__(self):
144 144 return str(self.chain)
145 145
146 146 def add(self, func, priority=0):
147 147 """ Add a func to the cmd chain with given priority """
148 148 bisect.insort(self.chain,(priority,func))
149 149
150 150 def __iter__(self):
151 151 """ Return all objects in chain.
152 152
153 153 Handy if the objects are not callable.
154 154 """
155 155 return iter(self.chain)
156 156
157 157
158 158 def input_prefilter(self,line):
159 159 """ Default input prefilter
160 160
161 161 This returns the line as unchanged, so that the interpreter
162 162 knows that nothing was done and proceeds with "classic" prefiltering
163 163 (%magics, !shell commands etc.).
164 164
165 165 Note that leading whitespace is not passed to this hook. Prefilter
166 166 can't alter indentation.
167 167
168 168 """
169 169 #print "attempt to rewrite",line #dbg
170 170 return line
171 171
172 172
173 173 def shutdown_hook(self):
174 174 """ default shutdown hook
175 175
176 176 Typically, shotdown hooks should raise TryNext so all shutdown ops are done
177 177 """
178 178
179 179 #print "default shutdown hook ok" # dbg
180 180 return
181 181
182 182
183 183 def late_startup_hook(self):
184 184 """ Executed after ipython has been constructed and configured
185 185
186 186 """
187 187 #print "default startup hook ok" # dbg
188 188
189 189
190 190 def generate_prompt(self, is_continuation):
191 191 """ calculate and return a string with the prompt to display """
192 192 if is_continuation:
193 193 return str(self.displayhook.prompt2)
194 194 return str(self.displayhook.prompt1)
195 195
196 196
197 197 def show_in_pager(self,s):
198 198 """ Run a string through pager """
199 199 # raising TryNext here will use the default paging functionality
200 200 raise TryNext
201 201
202 202
203 203 def pre_prompt_hook(self):
204 204 """ Run before displaying the next prompt
205 205
206 206 Use this e.g. to display output from asynchronous operations (in order
207 207 to not mess up text entry)
208 208 """
209 209
210 210 return None
211 211
212 212
213 213 def pre_run_code_hook(self):
214 214 """ Executed before running the (prefiltered) code in IPython """
215 215 return None
216 216
217 217
218 218 def clipboard_get(self):
219 219 """ Get text from the clipboard.
220 220 """
221 221 from IPython.lib.clipboard import (
222 222 osx_clipboard_get, tkinter_clipboard_get,
223 223 win32_clipboard_get
224 224 )
225 225 if sys.platform == 'win32':
226 226 chain = [win32_clipboard_get, tkinter_clipboard_get]
227 227 elif sys.platform == 'darwin':
228 228 chain = [osx_clipboard_get, tkinter_clipboard_get]
229 229 else:
230 230 chain = [tkinter_clipboard_get]
231 231 dispatcher = CommandChainDispatcher()
232 232 for func in chain:
233 233 dispatcher.add(func)
234 234 text = dispatcher()
235 235 return text
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1 1 # -*- coding: utf-8 -*-
2 2 """Usage information for the main IPython applications.
3 3 """
4 4 #-----------------------------------------------------------------------------
5 5 # Copyright (C) 2008-2010 The IPython Development Team
6 6 # Copyright (C) 2001-2007 Fernando Perez. <fperez@colorado.edu>
7 7 #
8 8 # Distributed under the terms of the BSD License. The full license is in
9 9 # the file COPYING, distributed as part of this software.
10 10 #-----------------------------------------------------------------------------
11 11
12 12 import sys
13 13 from IPython.core import release
14 14
15 15 cl_usage = """\
16 16 =========
17 17 IPython
18 18 =========
19 19
20 20 Tools for Interactive Computing in Python
21 21 =========================================
22 22
23 23 A Python shell with automatic history (input and output), dynamic object
24 24 introspection, easier configuration, command completion, access to the
25 25 system shell and more. IPython can also be embedded in running programs.
26 26
27 27
28 28 Usage
29 29
30 30 ipython [subcommand] [options] [files]
31 31
32 32 If invoked with no options, it executes all the files listed in sequence
33 33 and exits, use -i to enter interactive mode after running the files. Files
34 34 ending in .py will be treated as normal Python, but files ending in .ipy
35 35 can contain special IPython syntax (magic commands, shell expansions, etc.)
36 36
37 37 Almost all configuration in IPython is available via the command-line. Do
38 38 `ipython --help-all` to see all available options. For persistent
39 39 configuration, look into your `ipython_config.py` configuration file for
40 40 details.
41 41
42 42 This file is typically installed in the `IPYTHON_DIR` directory, and there
43 43 is a separate configuration directory for each profile. The default profile
44 44 directory will be located in $IPYTHON_DIR/profile_default. For Linux users,
45 45 IPYTHON_DIR defaults to `$HOME/.config/ipython`, and for other Unix systems
46 46 to `$HOME/.ipython`. For Windows users, $HOME resolves to C:\\Documents
47 47 and Settings\\YourUserName in most instances.
48 48
49 49 To initialize a profile with the default configuration file, do::
50 50
51 51 $> ipython profile create
52 52
53 53 and start editing `IPYTHON_DIR/profile_default/ipython_config.py`
54 54
55 55 In IPython's documentation, we will refer to this directory as
56 56 `IPYTHON_DIR`, you can change its default location by creating an
57 57 environment variable with this name and setting it to the desired path.
58 58
59 59 For more information, see the manual available in HTML and PDF in your
60 60 installation, or online at http://ipython.org/documentation.html.
61 61 """
62 62
63 63 interactive_usage = """
64 64 IPython -- An enhanced Interactive Python
65 65 =========================================
66 66
67 67 IPython offers a combination of convenient shell features, special commands
68 68 and a history mechanism for both input (command history) and output (results
69 69 caching, similar to Mathematica). It is intended to be a fully compatible
70 70 replacement for the standard Python interpreter, while offering vastly
71 71 improved functionality and flexibility.
72 72
73 73 At your system command line, type 'ipython -h' to see the command line
74 74 options available. This document only describes interactive features.
75 75
76 76 MAIN FEATURES
77 77
78 78 * Access to the standard Python help. As of Python 2.1, a help system is
79 79 available with access to object docstrings and the Python manuals. Simply
80 80 type 'help' (no quotes) to access it.
81 81
82 82 * Magic commands: type %magic for information on the magic subsystem.
83 83
84 * System command aliases, via the %alias command or the ipythonrc config file.
84 * System command aliases, via the %alias command or the configuration file(s).
85 85
86 86 * Dynamic object information:
87 87
88 88 Typing ?word or word? prints detailed information about an object. If
89 89 certain strings in the object are too long (docstrings, code, etc.) they get
90 90 snipped in the center for brevity.
91 91
92 92 Typing ??word or word?? gives access to the full information without
93 93 snipping long strings. Long strings are sent to the screen through the less
94 94 pager if longer than the screen, printed otherwise.
95 95
96 96 The ?/?? system gives access to the full source code for any object (if
97 97 available), shows function prototypes and other useful information.
98 98
99 99 If you just want to see an object's docstring, type '%pdoc object' (without
100 100 quotes, and without % if you have automagic on).
101 101
102 102 Both %pdoc and ?/?? give you access to documentation even on things which are
103 103 not explicitely defined. Try for example typing {}.get? or after import os,
104 104 type os.path.abspath??. The magic functions %pdef, %source and %file operate
105 105 similarly.
106 106
107 107 * Completion in the local namespace, by typing TAB at the prompt.
108 108
109 109 At any time, hitting tab will complete any available python commands or
110 110 variable names, and show you a list of the possible completions if there's
111 111 no unambiguous one. It will also complete filenames in the current directory.
112 112
113 113 This feature requires the readline and rlcomplete modules, so it won't work
114 114 if your Python lacks readline support (such as under Windows).
115 115
116 116 * Search previous command history in two ways (also requires readline):
117 117
118 118 - Start typing, and then use Ctrl-p (previous,up) and Ctrl-n (next,down) to
119 119 search through only the history items that match what you've typed so
120 120 far. If you use Ctrl-p/Ctrl-n at a blank prompt, they just behave like
121 121 normal arrow keys.
122 122
123 123 - Hit Ctrl-r: opens a search prompt. Begin typing and the system searches
124 124 your history for lines that match what you've typed so far, completing as
125 125 much as it can.
126 126
127 127 - %hist: search history by index (this does *not* require readline).
128 128
129 129 * Persistent command history across sessions.
130 130
131 131 * Logging of input with the ability to save and restore a working session.
132 132
133 133 * System escape with !. Typing !ls will run 'ls' in the current directory.
134 134
135 135 * The reload command does a 'deep' reload of a module: changes made to the
136 136 module since you imported will actually be available without having to exit.
137 137
138 138 * Verbose and colored exception traceback printouts. See the magic xmode and
139 139 xcolor functions for details (just type %magic).
140 140
141 141 * Input caching system:
142 142
143 143 IPython offers numbered prompts (In/Out) with input and output caching. All
144 144 input is saved and can be retrieved as variables (besides the usual arrow
145 145 key recall).
146 146
147 147 The following GLOBAL variables always exist (so don't overwrite them!):
148 148 _i: stores previous input.
149 149 _ii: next previous.
150 150 _iii: next-next previous.
151 151 _ih : a list of all input _ih[n] is the input from line n.
152 152
153 153 Additionally, global variables named _i<n> are dynamically created (<n>
154 154 being the prompt counter), such that _i<n> == _ih[<n>]
155 155
156 156 For example, what you typed at prompt 14 is available as _i14 and _ih[14].
157 157
158 158 You can create macros which contain multiple input lines from this history,
159 159 for later re-execution, with the %macro function.
160 160
161 161 The history function %hist allows you to see any part of your input history
162 162 by printing a range of the _i variables. Note that inputs which contain
163 163 magic functions (%) appear in the history with a prepended comment. This is
164 164 because they aren't really valid Python code, so you can't exec them.
165 165
166 166 * Output caching system:
167 167
168 168 For output that is returned from actions, a system similar to the input
169 169 cache exists but using _ instead of _i. Only actions that produce a result
170 170 (NOT assignments, for example) are cached. If you are familiar with
171 171 Mathematica, IPython's _ variables behave exactly like Mathematica's %
172 172 variables.
173 173
174 174 The following GLOBAL variables always exist (so don't overwrite them!):
175 175 _ (one underscore): previous output.
176 176 __ (two underscores): next previous.
177 177 ___ (three underscores): next-next previous.
178 178
179 179 Global variables named _<n> are dynamically created (<n> being the prompt
180 180 counter), such that the result of output <n> is always available as _<n>.
181 181
182 182 Finally, a global dictionary named _oh exists with entries for all lines
183 183 which generated output.
184 184
185 185 * Directory history:
186 186
187 187 Your history of visited directories is kept in the global list _dh, and the
188 188 magic %cd command can be used to go to any entry in that list.
189 189
190 190 * Auto-parentheses and auto-quotes (adapted from Nathan Gray's LazyPython)
191 191
192 192 1. Auto-parentheses
193 193 Callable objects (i.e. functions, methods, etc) can be invoked like
194 194 this (notice the commas between the arguments):
195 195 >>> callable_ob arg1, arg2, arg3
196 196 and the input will be translated to this:
197 197 --> callable_ob(arg1, arg2, arg3)
198 198 You can force auto-parentheses by using '/' as the first character
199 199 of a line. For example:
200 200 >>> /globals # becomes 'globals()'
201 201 Note that the '/' MUST be the first character on the line! This
202 202 won't work:
203 203 >>> print /globals # syntax error
204 204
205 205 In most cases the automatic algorithm should work, so you should
206 206 rarely need to explicitly invoke /. One notable exception is if you
207 207 are trying to call a function with a list of tuples as arguments (the
208 208 parenthesis will confuse IPython):
209 209 In [1]: zip (1,2,3),(4,5,6) # won't work
210 210 but this will work:
211 211 In [2]: /zip (1,2,3),(4,5,6)
212 212 ------> zip ((1,2,3),(4,5,6))
213 213 Out[2]= [(1, 4), (2, 5), (3, 6)]
214 214
215 215 IPython tells you that it has altered your command line by
216 216 displaying the new command line preceded by -->. e.g.:
217 217 In [18]: callable list
218 218 -------> callable (list)
219 219
220 220 2. Auto-Quoting
221 221 You can force auto-quoting of a function's arguments by using ',' as
222 222 the first character of a line. For example:
223 223 >>> ,my_function /home/me # becomes my_function("/home/me")
224 224
225 225 If you use ';' instead, the whole argument is quoted as a single
226 226 string (while ',' splits on whitespace):
227 227 >>> ,my_function a b c # becomes my_function("a","b","c")
228 228 >>> ;my_function a b c # becomes my_function("a b c")
229 229
230 230 Note that the ',' MUST be the first character on the line! This
231 231 won't work:
232 232 >>> x = ,my_function /home/me # syntax error
233 233 """
234 234
235 235 interactive_usage_min = """\
236 236 An enhanced console for Python.
237 237 Some of its features are:
238 238 - Readline support if the readline library is present.
239 239 - Tab completion in the local namespace.
240 240 - Logging of input, see command-line options.
241 241 - System shell escape via ! , eg !ls.
242 242 - Magic commands, starting with a % (like %ls, %pwd, %cd, etc.)
243 243 - Keeps track of locally defined variables via %who, %whos.
244 244 - Show object information with a ? eg ?x or x? (use ?? for more info).
245 245 """
246 246
247 247 quick_reference = r"""
248 248 IPython -- An enhanced Interactive Python - Quick Reference Card
249 249 ================================================================
250 250
251 251 obj?, obj?? : Get help, or more help for object (also works as
252 252 ?obj, ??obj).
253 253 ?foo.*abc* : List names in 'foo' containing 'abc' in them.
254 254 %magic : Information about IPython's 'magic' % functions.
255 255
256 256 Magic functions are prefixed by %, and typically take their arguments without
257 257 parentheses, quotes or even commas for convenience.
258 258
259 259 Example magic function calls:
260 260
261 261 %alias d ls -F : 'd' is now an alias for 'ls -F'
262 262 alias d ls -F : Works if 'alias' not a python name
263 263 alist = %alias : Get list of aliases to 'alist'
264 264 cd /usr/share : Obvious. cd -<tab> to choose from visited dirs.
265 265 %cd?? : See help AND source for magic %cd
266 266
267 267 System commands:
268 268
269 269 !cp a.txt b/ : System command escape, calls os.system()
270 270 cp a.txt b/ : after %rehashx, most system commands work without !
271 271 cp ${f}.txt $bar : Variable expansion in magics and system commands
272 272 files = !ls /usr : Capture sytem command output
273 273 files.s, files.l, files.n: "a b c", ['a','b','c'], 'a\nb\nc'
274 274
275 275 History:
276 276
277 277 _i, _ii, _iii : Previous, next previous, next next previous input
278 278 _i4, _ih[2:5] : Input history line 4, lines 2-4
279 279 exec _i81 : Execute input history line #81 again
280 280 %rep 81 : Edit input history line #81
281 281 _, __, ___ : previous, next previous, next next previous output
282 282 _dh : Directory history
283 283 _oh : Output history
284 284 %hist : Command history. '%hist -g foo' search history for 'foo'
285 285
286 286 Autocall:
287 287
288 288 f 1,2 : f(1,2)
289 289 /f 1,2 : f(1,2) (forced autoparen)
290 290 ,f 1 2 : f("1","2")
291 291 ;f 1 2 : f("1 2")
292 292
293 293 Remember: TAB completion works in many contexts, not just file names
294 294 or python names.
295 295
296 296 The following magic functions are currently available:
297 297
298 298 """
299 299
300 300 gui_reference = """\
301 301 ===============================
302 302 The graphical IPython console
303 303 ===============================
304 304
305 305 This console is designed to emulate the look, feel and workflow of a terminal
306 306 environment, while adding a number of enhancements that are simply not possible
307 307 in a real terminal, such as inline syntax highlighting, true multiline editing,
308 308 inline graphics and much more.
309 309
310 310 This quick reference document contains the basic information you'll need to
311 311 know to make the most efficient use of it. For the various command line
312 312 options available at startup, type ``ipython qtconsole --help`` at the command line.
313 313
314 314
315 315 Multiline editing
316 316 =================
317 317
318 318 The graphical console is capable of true multiline editing, but it also tries
319 319 to behave intuitively like a terminal when possible. If you are used to
320 320 IPyhton's old terminal behavior, you should find the transition painless, and
321 321 once you learn a few basic keybindings it will be a much more efficient
322 322 environment.
323 323
324 324 For single expressions or indented blocks, the console behaves almost like the
325 325 terminal IPython: single expressions are immediately evaluated, and indented
326 326 blocks are evaluated once a single blank line is entered::
327 327
328 328 In [1]: print "Hello IPython!" # Enter was pressed at the end of the line
329 329 Hello IPython!
330 330
331 331 In [2]: for i in range(10):
332 332 ...: print i,
333 333 ...:
334 334 0 1 2 3 4 5 6 7 8 9
335 335
336 336 If you want to enter more than one expression in a single input block
337 337 (something not possible in the terminal), you can use ``Control-Enter`` at the
338 338 end of your first line instead of ``Enter``. At that point the console goes
339 339 into 'cell mode' and even if your inputs are not indented, it will continue
340 340 accepting arbitrarily many lines until either you enter an extra blank line or
341 341 you hit ``Shift-Enter`` (the key binding that forces execution). When a
342 342 multiline cell is entered, IPython analyzes it and executes its code producing
343 343 an ``Out[n]`` prompt only for the last expression in it, while the rest of the
344 344 cell is executed as if it was a script. An example should clarify this::
345 345
346 346 In [3]: x=1 # Hit C-Enter here
347 347 ...: y=2 # from now on, regular Enter is sufficient
348 348 ...: z=3
349 349 ...: x**2 # This does *not* produce an Out[] value
350 350 ...: x+y+z # Only the last expression does
351 351 ...:
352 352 Out[3]: 6
353 353
354 354 The behavior where an extra blank line forces execution is only active if you
355 355 are actually typing at the keyboard each line, and is meant to make it mimic
356 356 the IPython terminal behavior. If you paste a long chunk of input (for example
357 357 a long script copied form an editor or web browser), it can contain arbitrarily
358 358 many intermediate blank lines and they won't cause any problems. As always,
359 359 you can then make it execute by appending a blank line *at the end* or hitting
360 360 ``Shift-Enter`` anywhere within the cell.
361 361
362 362 With the up arrow key, you can retrieve previous blocks of input that contain
363 363 multiple lines. You can move inside of a multiline cell like you would in any
364 364 text editor. When you want it executed, the simplest thing to do is to hit the
365 365 force execution key, ``Shift-Enter`` (though you can also navigate to the end
366 366 and append a blank line by using ``Enter`` twice).
367 367
368 368 If you've edited a multiline cell and accidentally navigate out of it with the
369 369 up or down arrow keys, IPython will clear the cell and replace it with the
370 370 contents of the one above or below that you navigated to. If this was an
371 371 accident and you want to retrieve the cell you were editing, use the Undo
372 372 keybinding, ``Control-z``.
373 373
374 374
375 375 Key bindings
376 376 ============
377 377
378 378 The IPython console supports most of the basic Emacs line-oriented keybindings,
379 379 in addition to some of its own.
380 380
381 381 The keybinding prefixes mean:
382 382
383 383 - ``C``: Control
384 384 - ``S``: Shift
385 385 - ``M``: Meta (typically the Alt key)
386 386
387 387 The keybindings themselves are:
388 388
389 389 - ``Enter``: insert new line (may cause execution, see above).
390 390 - ``C-Enter``: force new line, *never* causes execution.
391 391 - ``S-Enter``: *force* execution regardless of where cursor is, no newline added.
392 392 - ``C-c``: copy highlighted text to clipboard (prompts are automatically stripped).
393 393 - ``C-S-c``: copy highlighted text to clipboard (prompts are not stripped).
394 394 - ``C-v``: paste text from clipboard.
395 395 - ``C-z``: undo (retrieves lost text if you move out of a cell with the arrows).
396 396 - ``C-S-z``: redo.
397 397 - ``C-o``: move to 'other' area, between pager and terminal.
398 398 - ``C-l``: clear terminal.
399 399 - ``C-a``: go to beginning of line.
400 400 - ``C-e``: go to end of line.
401 401 - ``C-k``: kill from cursor to the end of the line.
402 402 - ``C-y``: yank (paste)
403 403 - ``C-p``: previous line (like up arrow)
404 404 - ``C-n``: next line (like down arrow)
405 405 - ``C-f``: forward (like right arrow)
406 406 - ``C-b``: back (like left arrow)
407 407 - ``C-d``: delete next character.
408 408 - ``M-<``: move to the beginning of the input region.
409 409 - ``M->``: move to the end of the input region.
410 410 - ``M-d``: delete next word.
411 411 - ``M-Backspace``: delete previous word.
412 412 - ``C-.``: force a kernel restart (a confirmation dialog appears).
413 413 - ``C-+``: increase font size.
414 414 - ``C--``: decrease font size.
415 415
416 416 The IPython pager
417 417 =================
418 418
419 419 IPython will show long blocks of text from many sources using a builtin pager.
420 420 You can control where this pager appears with the ``--paging`` command-line
421 421 flag:
422 422
423 423 - ``inside`` [default]: the pager is overlaid on top of the main terminal. You
424 424 must quit the pager to get back to the terminal (similar to how a pager such
425 425 as ``less`` or ``more`` works).
426 426
427 427 - ``vsplit``: the console is made double-tall, and the pager appears on the
428 428 bottom area when needed. You can view its contents while using the terminal.
429 429
430 430 - ``hsplit``: the console is made double-wide, and the pager appears on the
431 431 right area when needed. You can view its contents while using the terminal.
432 432
433 433 - ``none``: the console never pages output.
434 434
435 435 If you use the vertical or horizontal paging modes, you can navigate between
436 436 terminal and pager as follows:
437 437
438 438 - Tab key: goes from pager to terminal (but not the other way around).
439 439 - Control-o: goes from one to another always.
440 440 - Mouse: click on either.
441 441
442 442 In all cases, the ``q`` or ``Escape`` keys quit the pager (when used with the
443 443 focus on the pager area).
444 444
445 445 Running subprocesses
446 446 ====================
447 447
448 448 The graphical IPython console uses the ``pexpect`` module to run subprocesses
449 449 when you type ``!command``. This has a number of advantages (true asynchronous
450 450 output from subprocesses as well as very robust termination of rogue
451 451 subprocesses with ``Control-C``), as well as some limitations. The main
452 452 limitation is that you can *not* interact back with the subprocess, so anything
453 453 that invokes a pager or expects you to type input into it will block and hang
454 454 (you can kill it with ``Control-C``).
455 455
456 456 We have provided as magics ``%less`` to page files (aliased to ``%more``),
457 457 ``%clear`` to clear the terminal, and ``%man`` on Linux/OSX. These cover the
458 458 most common commands you'd want to call in your subshell and that would cause
459 459 problems if invoked via ``!cmd``, but you need to be aware of this limitation.
460 460
461 461 Display
462 462 =======
463 463
464 464 The IPython console can now display objects in a variety of formats, including
465 465 HTML, PNG and SVG. This is accomplished using the display functions in
466 466 ``IPython.core.display``::
467 467
468 468 In [4]: from IPython.core.display import display, display_html
469 469
470 470 In [5]: from IPython.core.display import display_png, display_svg
471 471
472 472 Python objects can simply be passed to these functions and the appropriate
473 473 representations will be displayed in the console as long as the objects know
474 474 how to compute those representations. The easiest way of teaching objects how
475 475 to format themselves in various representations is to define special methods
476 476 such as: ``_repr_html_``, ``_repr_svg_`` and ``_repr_png_``. IPython's display formatters
477 477 can also be given custom formatter functions for various types::
478 478
479 479 In [6]: ip = get_ipython()
480 480
481 481 In [7]: html_formatter = ip.display_formatter.formatters['text/html']
482 482
483 483 In [8]: html_formatter.for_type(Foo, foo_to_html)
484 484
485 485 For further details, see ``IPython.core.formatters``.
486 486
487 487 Inline matplotlib graphics
488 488 ==========================
489 489
490 490 The IPython console is capable of displaying matplotlib figures inline, in SVG
491 491 or PNG format. If started with the ``pylab=inline``, then all figures are
492 492 rendered inline automatically (PNG by default). If started with ``--pylab``
493 493 or ``pylab=<your backend>``, then a GUI backend will be used, but IPython's
494 494 ``display()`` and ``getfigs()`` functions can be used to view plots inline::
495 495
496 496 In [9]: display(*getfigs()) # display all figures inline
497 497
498 498 In[10]: display(*getfigs(1,2)) # display figures 1 and 2 inline
499 499 """
500 500
501 501
502 502 quick_guide = """\
503 503 ? -> Introduction and overview of IPython's features.
504 504 %quickref -> Quick reference.
505 505 help -> Python's own help system.
506 506 object? -> Details about 'object', use 'object??' for extra details.
507 507 """
508 508
509 509 gui_note = """\
510 510 %guiref -> A brief reference about the graphical user interface.
511 511 """
512 512
513 513 default_banner_parts = [
514 514 'Python %s\n' % (sys.version.split('\n')[0],),
515 515 'Type "copyright", "credits" or "license" for more information.\n\n',
516 516 'IPython %s -- An enhanced Interactive Python.\n' % (release.version,),
517 517 quick_guide
518 518 ]
519 519
520 520 default_gui_banner_parts = default_banner_parts + [gui_note]
521 521
522 522 default_banner = ''.join(default_banner_parts)
523 523
524 524 default_gui_banner = ''.join(default_gui_banner_parts)
@@ -1,439 +1,440 b''
1 1 #!/usr/bin/env python
2 2 """Module for interactively running scripts.
3 3
4 4 This module implements classes for interactively running scripts written for
5 5 any system with a prompt which can be matched by a regexp suitable for
6 6 pexpect. It can be used to run as if they had been typed up interactively, an
7 7 arbitrary series of commands for the target system.
8 8
9 9 The module includes classes ready for IPython (with the default prompts),
10 10 plain Python and SAGE, but making a new one is trivial. To see how to use it,
11 11 simply run the module as a script:
12 12
13 13 ./irunner.py --help
14 14
15 15
16 16 This is an extension of Ken Schutte <kschutte-AT-csail.mit.edu>'s script
17 17 contributed on the ipython-user list:
18 18
19 19 http://mail.scipy.org/pipermail/ipython-user/2006-May/003539.html
20 20
21 21
22 22 NOTES:
23 23
24 24 - This module requires pexpect, available in most linux distros, or which can
25 25 be downloaded from
26 26
27 27 http://pexpect.sourceforge.net
28 28
29 29 - Because pexpect only works under Unix or Windows-Cygwin, this has the same
30 30 limitations. This means that it will NOT work under native windows Python.
31 31 """
32 32
33 33 # Stdlib imports
34 34 import optparse
35 35 import os
36 36 import sys
37 37
38 38 # Third-party modules: we carry a copy of pexpect to reduce the need for
39 39 # external dependencies, but our import checks for a system version first.
40 40 from IPython.external import pexpect
41 41
42 42 # Global usage strings, to avoid indentation issues when typing it below.
43 43 USAGE = """
44 44 Interactive script runner, type: %s
45 45
46 46 runner [opts] script_name
47 47 """
48 48
49 49 def pexpect_monkeypatch():
50 50 """Patch pexpect to prevent unhandled exceptions at VM teardown.
51 51
52 52 Calling this function will monkeypatch the pexpect.spawn class and modify
53 53 its __del__ method to make it more robust in the face of failures that can
54 54 occur if it is called when the Python VM is shutting down.
55 55
56 56 Since Python may fire __del__ methods arbitrarily late, it's possible for
57 57 them to execute during the teardown of the Python VM itself. At this
58 58 point, various builtin modules have been reset to None. Thus, the call to
59 59 self.close() will trigger an exception because it tries to call os.close(),
60 60 and os is now None.
61 61 """
62 62
63 63 if pexpect.__version__[:3] >= '2.2':
64 64 # No need to patch, fix is already the upstream version.
65 65 return
66 66
67 67 def __del__(self):
68 68 """This makes sure that no system resources are left open.
69 69 Python only garbage collects Python objects. OS file descriptors
70 70 are not Python objects, so they must be handled explicitly.
71 71 If the child file descriptor was opened outside of this class
72 72 (passed to the constructor) then this does not close it.
73 73 """
74 74 if not self.closed:
75 75 try:
76 76 self.close()
77 77 except AttributeError:
78 78 pass
79 79
80 80 pexpect.spawn.__del__ = __del__
81 81
82 82 pexpect_monkeypatch()
83 83
84 84 # The generic runner class
85 85 class InteractiveRunner(object):
86 86 """Class to run a sequence of commands through an interactive program."""
87 87
88 88 def __init__(self,program,prompts,args=None,out=sys.stdout,echo=True):
89 89 """Construct a runner.
90 90
91 91 Inputs:
92 92
93 93 - program: command to execute the given program.
94 94
95 95 - prompts: a list of patterns to match as valid prompts, in the
96 96 format used by pexpect. This basically means that it can be either
97 97 a string (to be compiled as a regular expression) or a list of such
98 98 (it must be a true list, as pexpect does type checks).
99 99
100 100 If more than one prompt is given, the first is treated as the main
101 101 program prompt and the others as 'continuation' prompts, like
102 102 python's. This means that blank lines in the input source are
103 103 ommitted when the first prompt is matched, but are NOT ommitted when
104 104 the continuation one matches, since this is how python signals the
105 105 end of multiline input interactively.
106 106
107 107 Optional inputs:
108 108
109 109 - args(None): optional list of strings to pass as arguments to the
110 110 child program.
111 111
112 112 - out(sys.stdout): if given, an output stream to be used when writing
113 113 output. The only requirement is that it must have a .write() method.
114 114
115 115 Public members not parameterized in the constructor:
116 116
117 117 - delaybeforesend(0): Newer versions of pexpect have a delay before
118 118 sending each new input. For our purposes here, it's typically best
119 119 to just set this to zero, but if you encounter reliability problems
120 120 or want an interactive run to pause briefly at each prompt, just
121 121 increase this value (it is measured in seconds). Note that this
122 122 variable is not honored at all by older versions of pexpect.
123 123 """
124 124
125 125 self.program = program
126 126 self.prompts = prompts
127 127 if args is None: args = []
128 128 self.args = args
129 129 self.out = out
130 130 self.echo = echo
131 131 # Other public members which we don't make as parameters, but which
132 132 # users may occasionally want to tweak
133 133 self.delaybeforesend = 0
134 134
135 135 # Create child process and hold on to it so we don't have to re-create
136 136 # for every single execution call
137 137 c = self.child = pexpect.spawn(self.program,self.args,timeout=None)
138 138 c.delaybeforesend = self.delaybeforesend
139 139 # pexpect hard-codes the terminal size as (24,80) (rows,columns).
140 140 # This causes problems because any line longer than 80 characters gets
141 141 # completely overwrapped on the printed outptut (even though
142 142 # internally the code runs fine). We reset this to 99 rows X 200
143 143 # columns (arbitrarily chosen), which should avoid problems in all
144 144 # reasonable cases.
145 145 c.setwinsize(99,200)
146 146
147 147 def close(self):
148 148 """close child process"""
149 149
150 150 self.child.close()
151 151
152 152 def run_file(self,fname,interact=False,get_output=False):
153 153 """Run the given file interactively.
154 154
155 155 Inputs:
156 156
157 157 -fname: name of the file to execute.
158 158
159 159 See the run_source docstring for the meaning of the optional
160 160 arguments."""
161 161
162 162 fobj = open(fname,'r')
163 163 try:
164 164 out = self.run_source(fobj,interact,get_output)
165 165 finally:
166 166 fobj.close()
167 167 if get_output:
168 168 return out
169 169
170 170 def run_source(self,source,interact=False,get_output=False):
171 171 """Run the given source code interactively.
172 172
173 173 Inputs:
174 174
175 175 - source: a string of code to be executed, or an open file object we
176 176 can iterate over.
177 177
178 178 Optional inputs:
179 179
180 180 - interact(False): if true, start to interact with the running
181 181 program at the end of the script. Otherwise, just exit.
182 182
183 183 - get_output(False): if true, capture the output of the child process
184 184 (filtering the input commands out) and return it as a string.
185 185
186 186 Returns:
187 187 A string containing the process output, but only if requested.
188 188 """
189 189
190 190 # if the source is a string, chop it up in lines so we can iterate
191 191 # over it just as if it were an open file.
192 192 if not isinstance(source,file):
193 193 source = source.splitlines(True)
194 194
195 195 if self.echo:
196 196 # normalize all strings we write to use the native OS line
197 197 # separators.
198 198 linesep = os.linesep
199 199 stdwrite = self.out.write
200 200 write = lambda s: stdwrite(s.replace('\r\n',linesep))
201 201 else:
202 202 # Quiet mode, all writes are no-ops
203 203 write = lambda s: None
204 204
205 205 c = self.child
206 206 prompts = c.compile_pattern_list(self.prompts)
207 207 prompt_idx = c.expect_list(prompts)
208 208
209 209 # Flag whether the script ends normally or not, to know whether we can
210 210 # do anything further with the underlying process.
211 211 end_normal = True
212 212
213 213 # If the output was requested, store it in a list for return at the end
214 214 if get_output:
215 215 output = []
216 216 store_output = output.append
217 217
218 218 for cmd in source:
219 219 # skip blank lines for all matches to the 'main' prompt, while the
220 220 # secondary prompts do not
221 221 if prompt_idx==0 and \
222 222 (cmd.isspace() or cmd.lstrip().startswith('#')):
223 223 write(cmd)
224 224 continue
225 225
226 226 # write('AFTER: '+c.after) # dbg
227 227 write(c.after)
228 228 c.send(cmd)
229 229 try:
230 230 prompt_idx = c.expect_list(prompts)
231 231 except pexpect.EOF:
232 232 # this will happen if the child dies unexpectedly
233 233 write(c.before)
234 234 end_normal = False
235 235 break
236 236
237 237 write(c.before)
238 238
239 239 # With an echoing process, the output we get in c.before contains
240 240 # the command sent, a newline, and then the actual process output
241 241 if get_output:
242 242 store_output(c.before[len(cmd+'\n'):])
243 243 #write('CMD: <<%s>>' % cmd) # dbg
244 244 #write('OUTPUT: <<%s>>' % output[-1]) # dbg
245 245
246 246 self.out.flush()
247 247 if end_normal:
248 248 if interact:
249 249 c.send('\n')
250 250 print '<< Starting interactive mode >>',
251 251 try:
252 252 c.interact()
253 253 except OSError:
254 254 # This is what fires when the child stops. Simply print a
255 255 # newline so the system prompt is aligned. The extra
256 256 # space is there to make sure it gets printed, otherwise
257 257 # OS buffering sometimes just suppresses it.
258 258 write(' \n')
259 259 self.out.flush()
260 260 else:
261 261 if interact:
262 262 e="Further interaction is not possible: child process is dead."
263 263 print >> sys.stderr, e
264 264
265 265 # Leave the child ready for more input later on, otherwise select just
266 266 # hangs on the second invocation.
267 267 if c.isalive():
268 268 c.send('\n')
269 269
270 270 # Return any requested output
271 271 if get_output:
272 272 return ''.join(output)
273 273
274 274 def main(self,argv=None):
275 275 """Run as a command-line script."""
276 276
277 277 parser = optparse.OptionParser(usage=USAGE % self.__class__.__name__)
278 278 newopt = parser.add_option
279 279 newopt('-i','--interact',action='store_true',default=False,
280 280 help='Interact with the program after the script is run.')
281 281
282 282 opts,args = parser.parse_args(argv)
283 283
284 284 if len(args) != 1:
285 285 print >> sys.stderr,"You must supply exactly one file to run."
286 286 sys.exit(1)
287 287
288 288 self.run_file(args[0],opts.interact)
289 289
290 290
291 291 # Specific runners for particular programs
292 292 class IPythonRunner(InteractiveRunner):
293 293 """Interactive IPython runner.
294 294
295 295 This initalizes IPython in 'nocolor' mode for simplicity. This lets us
296 296 avoid having to write a regexp that matches ANSI sequences, though pexpect
297 297 does support them. If anyone contributes patches for ANSI color support,
298 298 they will be welcome.
299 299
300 300 It also sets the prompts manually, since the prompt regexps for
301 301 pexpect need to be matched to the actual prompts, so user-customized
302 302 prompts would break this.
303 303 """
304 304
305 305 def __init__(self,program = 'ipython',args=None,out=sys.stdout,echo=True):
306 306 """New runner, optionally passing the ipython command to use."""
307 307 args0 = ['--colors=NoColor',
308 308 '--no-term-title',
309 309 '--no-autoindent',
310 310 # '--quick' is important, to prevent loading default config:
311 311 '--quick']
312 312 if args is None: args = args0
313 313 else: args = args0 + args
314 314 prompts = [r'In \[\d+\]: ',r' \.*: ']
315 315 InteractiveRunner.__init__(self,program,prompts,args,out,echo)
316 316
317 317
318 318 class PythonRunner(InteractiveRunner):
319 319 """Interactive Python runner."""
320 320
321 321 def __init__(self,program='python',args=None,out=sys.stdout,echo=True):
322 322 """New runner, optionally passing the python command to use."""
323 323
324 324 prompts = [r'>>> ',r'\.\.\. ']
325 325 InteractiveRunner.__init__(self,program,prompts,args,out,echo)
326 326
327 327
328 328 class SAGERunner(InteractiveRunner):
329 329 """Interactive SAGE runner.
330 330
331 WARNING: this runner only works if you manually configure your SAGE copy
332 to use 'colors NoColor' in the ipythonrc config file, since currently the
333 prompt matching regexp does not identify color sequences."""
331 WARNING: this runner only works if you manually adjust your SAGE
332 configuration so that the 'color' option in the configuration file is set to
333 'NoColor', because currently the prompt matching regexp does not identify
334 color sequences."""
334 335
335 336 def __init__(self,program='sage',args=None,out=sys.stdout,echo=True):
336 337 """New runner, optionally passing the sage command to use."""
337 338
338 339 prompts = ['sage: ',r'\s*\.\.\. ']
339 340 InteractiveRunner.__init__(self,program,prompts,args,out,echo)
340 341
341 342
342 343 class RunnerFactory(object):
343 344 """Code runner factory.
344 345
345 346 This class provides an IPython code runner, but enforces that only one
346 347 runner is ever instantiated. The runner is created based on the extension
347 348 of the first file to run, and it raises an exception if a runner is later
348 349 requested for a different extension type.
349 350
350 351 This ensures that we don't generate example files for doctest with a mix of
351 352 python and ipython syntax.
352 353 """
353 354
354 355 def __init__(self,out=sys.stdout):
355 356 """Instantiate a code runner."""
356 357
357 358 self.out = out
358 359 self.runner = None
359 360 self.runnerClass = None
360 361
361 362 def _makeRunner(self,runnerClass):
362 363 self.runnerClass = runnerClass
363 364 self.runner = runnerClass(out=self.out)
364 365 return self.runner
365 366
366 367 def __call__(self,fname):
367 368 """Return a runner for the given filename."""
368 369
369 370 if fname.endswith('.py'):
370 371 runnerClass = PythonRunner
371 372 elif fname.endswith('.ipy'):
372 373 runnerClass = IPythonRunner
373 374 else:
374 375 raise ValueError('Unknown file type for Runner: %r' % fname)
375 376
376 377 if self.runner is None:
377 378 return self._makeRunner(runnerClass)
378 379 else:
379 380 if runnerClass==self.runnerClass:
380 381 return self.runner
381 382 else:
382 383 e='A runner of type %r can not run file %r' % \
383 384 (self.runnerClass,fname)
384 385 raise ValueError(e)
385 386
386 387
387 388 # Global usage string, to avoid indentation issues if typed in a function def.
388 389 MAIN_USAGE = """
389 390 %prog [options] file_to_run
390 391
391 392 This is an interface to the various interactive runners available in this
392 393 module. If you want to pass specific options to one of the runners, you need
393 394 to first terminate the main options with a '--', and then provide the runner's
394 395 options. For example:
395 396
396 397 irunner.py --python -- --help
397 398
398 399 will pass --help to the python runner. Similarly,
399 400
400 401 irunner.py --ipython -- --interact script.ipy
401 402
402 403 will run the script.ipy file under the IPython runner, and then will start to
403 404 interact with IPython at the end of the script (instead of exiting).
404 405
405 406 The already implemented runners are listed below; adding one for a new program
406 407 is a trivial task, see the source for examples.
407 408 """
408 409
409 410 def main():
410 411 """Run as a command-line script."""
411 412
412 413 parser = optparse.OptionParser(usage=MAIN_USAGE)
413 414 newopt = parser.add_option
414 415 newopt('--ipython',action='store_const',dest='mode',const='ipython',
415 416 help='IPython interactive runner (default).')
416 417 newopt('--python',action='store_const',dest='mode',const='python',
417 418 help='Python interactive runner.')
418 419 newopt('--sage',action='store_const',dest='mode',const='sage',
419 420 help='SAGE interactive runner.')
420 421
421 422 opts,args = parser.parse_args()
422 423 runners = dict(ipython=IPythonRunner,
423 424 python=PythonRunner,
424 425 sage=SAGERunner)
425 426
426 427 try:
427 428 ext = os.path.splitext(args[0])[-1]
428 429 except IndexError:
429 430 ext = ''
430 431 modes = {'.ipy':'ipython',
431 432 '.py':'python',
432 433 '.sage':'sage'}
433 434 mode = modes.get(ext,"ipython")
434 435 if opts.mode:
435 436 mode = opts.mode
436 437 runners[mode]().main(args)
437 438
438 439 if __name__ == '__main__':
439 440 main()
@@ -1,793 +1,792 b''
1 1 """Nose Plugin that supports IPython doctests.
2 2
3 3 Limitations:
4 4
5 5 - When generating examples for use as doctests, make sure that you have
6 pretty-printing OFF. This can be done either by starting ipython with the
7 flag '--nopprint', by setting pprint to 0 in your ipythonrc file, or by
8 interactively disabling it with %Pprint. This is required so that IPython
9 output matches that of normal Python, which is used by doctest for internal
10 execution.
6 pretty-printing OFF. This can be done either by setting the 'pprint' option
7 in your configuration file to 'False', or by interactively disabling it with
8 %Pprint. This is required so that IPython output matches that of normal
9 Python, which is used by doctest for internal execution.
11 10
12 11 - Do not rely on specific prompt numbers for results (such as using
13 12 '_34==True', for example). For IPython tests run via an external process the
14 13 prompt numbers may be different, and IPython tests run as normal python code
15 14 won't even have these special _NN variables set at all.
16 15 """
17 16
18 17 #-----------------------------------------------------------------------------
19 18 # Module imports
20 19
21 20 # From the standard library
22 21 import __builtin__
23 22 import commands
24 23 import doctest
25 24 import inspect
26 25 import logging
27 26 import os
28 27 import re
29 28 import sys
30 29 import traceback
31 30 import unittest
32 31
33 32 from inspect import getmodule
34 33 from StringIO import StringIO
35 34
36 35 # We are overriding the default doctest runner, so we need to import a few
37 36 # things from doctest directly
38 37 from doctest import (REPORTING_FLAGS, REPORT_ONLY_FIRST_FAILURE,
39 38 _unittest_reportflags, DocTestRunner,
40 39 _extract_future_flags, pdb, _OutputRedirectingPdb,
41 40 _exception_traceback,
42 41 linecache)
43 42
44 43 # Third-party modules
45 44 import nose.core
46 45
47 46 from nose.plugins import doctests, Plugin
48 47 from nose.util import anyp, getpackage, test_address, resolve_name, tolist
49 48
50 49 #-----------------------------------------------------------------------------
51 50 # Module globals and other constants
52 51 #-----------------------------------------------------------------------------
53 52
54 53 log = logging.getLogger(__name__)
55 54
56 55
57 56 #-----------------------------------------------------------------------------
58 57 # Classes and functions
59 58 #-----------------------------------------------------------------------------
60 59
61 60 def is_extension_module(filename):
62 61 """Return whether the given filename is an extension module.
63 62
64 63 This simply checks that the extension is either .so or .pyd.
65 64 """
66 65 return os.path.splitext(filename)[1].lower() in ('.so','.pyd')
67 66
68 67
69 68 class DocTestSkip(object):
70 69 """Object wrapper for doctests to be skipped."""
71 70
72 71 ds_skip = """Doctest to skip.
73 72 >>> 1 #doctest: +SKIP
74 73 """
75 74
76 75 def __init__(self,obj):
77 76 self.obj = obj
78 77
79 78 def __getattribute__(self,key):
80 79 if key == '__doc__':
81 80 return DocTestSkip.ds_skip
82 81 else:
83 82 return getattr(object.__getattribute__(self,'obj'),key)
84 83
85 84 # Modified version of the one in the stdlib, that fixes a python bug (doctests
86 85 # not found in extension modules, http://bugs.python.org/issue3158)
87 86 class DocTestFinder(doctest.DocTestFinder):
88 87
89 88 def _from_module(self, module, object):
90 89 """
91 90 Return true if the given object is defined in the given
92 91 module.
93 92 """
94 93 if module is None:
95 94 return True
96 95 elif inspect.isfunction(object):
97 96 return module.__dict__ is object.func_globals
98 97 elif inspect.isbuiltin(object):
99 98 return module.__name__ == object.__module__
100 99 elif inspect.isclass(object):
101 100 return module.__name__ == object.__module__
102 101 elif inspect.ismethod(object):
103 102 # This one may be a bug in cython that fails to correctly set the
104 103 # __module__ attribute of methods, but since the same error is easy
105 104 # to make by extension code writers, having this safety in place
106 105 # isn't such a bad idea
107 106 return module.__name__ == object.im_class.__module__
108 107 elif inspect.getmodule(object) is not None:
109 108 return module is inspect.getmodule(object)
110 109 elif hasattr(object, '__module__'):
111 110 return module.__name__ == object.__module__
112 111 elif isinstance(object, property):
113 112 return True # [XX] no way not be sure.
114 113 else:
115 114 raise ValueError("object must be a class or function")
116 115
117 116 def _find(self, tests, obj, name, module, source_lines, globs, seen):
118 117 """
119 118 Find tests for the given object and any contained objects, and
120 119 add them to `tests`.
121 120 """
122 121 #print '_find for:', obj, name, module # dbg
123 122 if hasattr(obj,"skip_doctest"):
124 123 #print 'SKIPPING DOCTEST FOR:',obj # dbg
125 124 obj = DocTestSkip(obj)
126 125
127 126 doctest.DocTestFinder._find(self,tests, obj, name, module,
128 127 source_lines, globs, seen)
129 128
130 129 # Below we re-run pieces of the above method with manual modifications,
131 130 # because the original code is buggy and fails to correctly identify
132 131 # doctests in extension modules.
133 132
134 133 # Local shorthands
135 134 from inspect import isroutine, isclass, ismodule
136 135
137 136 # Look for tests in a module's contained objects.
138 137 if inspect.ismodule(obj) and self._recurse:
139 138 for valname, val in obj.__dict__.items():
140 139 valname1 = '%s.%s' % (name, valname)
141 140 if ( (isroutine(val) or isclass(val))
142 141 and self._from_module(module, val) ):
143 142
144 143 self._find(tests, val, valname1, module, source_lines,
145 144 globs, seen)
146 145
147 146 # Look for tests in a class's contained objects.
148 147 if inspect.isclass(obj) and self._recurse:
149 148 #print 'RECURSE into class:',obj # dbg
150 149 for valname, val in obj.__dict__.items():
151 150 # Special handling for staticmethod/classmethod.
152 151 if isinstance(val, staticmethod):
153 152 val = getattr(obj, valname)
154 153 if isinstance(val, classmethod):
155 154 val = getattr(obj, valname).im_func
156 155
157 156 # Recurse to methods, properties, and nested classes.
158 157 if ((inspect.isfunction(val) or inspect.isclass(val) or
159 158 inspect.ismethod(val) or
160 159 isinstance(val, property)) and
161 160 self._from_module(module, val)):
162 161 valname = '%s.%s' % (name, valname)
163 162 self._find(tests, val, valname, module, source_lines,
164 163 globs, seen)
165 164
166 165
167 166 class IPDoctestOutputChecker(doctest.OutputChecker):
168 167 """Second-chance checker with support for random tests.
169 168
170 169 If the default comparison doesn't pass, this checker looks in the expected
171 170 output string for flags that tell us to ignore the output.
172 171 """
173 172
174 173 random_re = re.compile(r'#\s*random\s+')
175 174
176 175 def check_output(self, want, got, optionflags):
177 176 """Check output, accepting special markers embedded in the output.
178 177
179 178 If the output didn't pass the default validation but the special string
180 179 '#random' is included, we accept it."""
181 180
182 181 # Let the original tester verify first, in case people have valid tests
183 182 # that happen to have a comment saying '#random' embedded in.
184 183 ret = doctest.OutputChecker.check_output(self, want, got,
185 184 optionflags)
186 185 if not ret and self.random_re.search(want):
187 186 #print >> sys.stderr, 'RANDOM OK:',want # dbg
188 187 return True
189 188
190 189 return ret
191 190
192 191
193 192 class DocTestCase(doctests.DocTestCase):
194 193 """Proxy for DocTestCase: provides an address() method that
195 194 returns the correct address for the doctest case. Otherwise
196 195 acts as a proxy to the test case. To provide hints for address(),
197 196 an obj may also be passed -- this will be used as the test object
198 197 for purposes of determining the test address, if it is provided.
199 198 """
200 199
201 200 # Note: this method was taken from numpy's nosetester module.
202 201
203 202 # Subclass nose.plugins.doctests.DocTestCase to work around a bug in
204 203 # its constructor that blocks non-default arguments from being passed
205 204 # down into doctest.DocTestCase
206 205
207 206 def __init__(self, test, optionflags=0, setUp=None, tearDown=None,
208 207 checker=None, obj=None, result_var='_'):
209 208 self._result_var = result_var
210 209 doctests.DocTestCase.__init__(self, test,
211 210 optionflags=optionflags,
212 211 setUp=setUp, tearDown=tearDown,
213 212 checker=checker)
214 213 # Now we must actually copy the original constructor from the stdlib
215 214 # doctest class, because we can't call it directly and a bug in nose
216 215 # means it never gets passed the right arguments.
217 216
218 217 self._dt_optionflags = optionflags
219 218 self._dt_checker = checker
220 219 self._dt_test = test
221 220 self._dt_test_globs_ori = test.globs
222 221 self._dt_setUp = setUp
223 222 self._dt_tearDown = tearDown
224 223
225 224 # XXX - store this runner once in the object!
226 225 runner = IPDocTestRunner(optionflags=optionflags,
227 226 checker=checker, verbose=False)
228 227 self._dt_runner = runner
229 228
230 229
231 230 # Each doctest should remember the directory it was loaded from, so
232 231 # things like %run work without too many contortions
233 232 self._ori_dir = os.path.dirname(test.filename)
234 233
235 234 # Modified runTest from the default stdlib
236 235 def runTest(self):
237 236 test = self._dt_test
238 237 runner = self._dt_runner
239 238
240 239 old = sys.stdout
241 240 new = StringIO()
242 241 optionflags = self._dt_optionflags
243 242
244 243 if not (optionflags & REPORTING_FLAGS):
245 244 # The option flags don't include any reporting flags,
246 245 # so add the default reporting flags
247 246 optionflags |= _unittest_reportflags
248 247
249 248 try:
250 249 # Save our current directory and switch out to the one where the
251 250 # test was originally created, in case another doctest did a
252 251 # directory change. We'll restore this in the finally clause.
253 252 curdir = os.getcwdu()
254 253 #print 'runTest in dir:', self._ori_dir # dbg
255 254 os.chdir(self._ori_dir)
256 255
257 256 runner.DIVIDER = "-"*70
258 257 failures, tries = runner.run(test,out=new.write,
259 258 clear_globs=False)
260 259 finally:
261 260 sys.stdout = old
262 261 os.chdir(curdir)
263 262
264 263 if failures:
265 264 raise self.failureException(self.format_failure(new.getvalue()))
266 265
267 266 def setUp(self):
268 267 """Modified test setup that syncs with ipython namespace"""
269 268 #print "setUp test", self._dt_test.examples # dbg
270 269 if isinstance(self._dt_test.examples[0],IPExample):
271 270 # for IPython examples *only*, we swap the globals with the ipython
272 271 # namespace, after updating it with the globals (which doctest
273 272 # fills with the necessary info from the module being tested).
274 273 _ip.user_ns.update(self._dt_test.globs)
275 274 self._dt_test.globs = _ip.user_ns
276 275 # IPython must protect the _ key in the namespace (it can't exist)
277 276 # so that Python's doctest code sets it naturally, so we enable
278 277 # this feature of our testing namespace.
279 278 _ip.user_ns.protect_underscore = True
280 279
281 280 super(DocTestCase, self).setUp()
282 281
283 282 def tearDown(self):
284 283
285 284 # Undo the test.globs reassignment we made, so that the parent class
286 285 # teardown doesn't destroy the ipython namespace
287 286 if isinstance(self._dt_test.examples[0],IPExample):
288 287 self._dt_test.globs = self._dt_test_globs_ori
289 288 # Restore the behavior of the '_' key in the user namespace to
290 289 # normal after each doctest, so that unittests behave normally
291 290 _ip.user_ns.protect_underscore = False
292 291
293 292 # XXX - fperez: I am not sure if this is truly a bug in nose 0.11, but
294 293 # it does look like one to me: its tearDown method tries to run
295 294 #
296 295 # delattr(__builtin__, self._result_var)
297 296 #
298 297 # without checking that the attribute really is there; it implicitly
299 298 # assumes it should have been set via displayhook. But if the
300 299 # displayhook was never called, this doesn't necessarily happen. I
301 300 # haven't been able to find a little self-contained example outside of
302 301 # ipython that would show the problem so I can report it to the nose
303 302 # team, but it does happen a lot in our code.
304 303 #
305 304 # So here, we just protect as narrowly as possible by trapping an
306 305 # attribute error whose message would be the name of self._result_var,
307 306 # and letting any other error propagate.
308 307 try:
309 308 super(DocTestCase, self).tearDown()
310 309 except AttributeError, exc:
311 310 if exc.args[0] != self._result_var:
312 311 raise
313 312
314 313
315 314 # A simple subclassing of the original with a different class name, so we can
316 315 # distinguish and treat differently IPython examples from pure python ones.
317 316 class IPExample(doctest.Example): pass
318 317
319 318
320 319 class IPExternalExample(doctest.Example):
321 320 """Doctest examples to be run in an external process."""
322 321
323 322 def __init__(self, source, want, exc_msg=None, lineno=0, indent=0,
324 323 options=None):
325 324 # Parent constructor
326 325 doctest.Example.__init__(self,source,want,exc_msg,lineno,indent,options)
327 326
328 327 # An EXTRA newline is needed to prevent pexpect hangs
329 328 self.source += '\n'
330 329
331 330
332 331 class IPDocTestParser(doctest.DocTestParser):
333 332 """
334 333 A class used to parse strings containing doctest examples.
335 334
336 335 Note: This is a version modified to properly recognize IPython input and
337 336 convert any IPython examples into valid Python ones.
338 337 """
339 338 # This regular expression is used to find doctest examples in a
340 339 # string. It defines three groups: `source` is the source code
341 340 # (including leading indentation and prompts); `indent` is the
342 341 # indentation of the first (PS1) line of the source code; and
343 342 # `want` is the expected output (including leading indentation).
344 343
345 344 # Classic Python prompts or default IPython ones
346 345 _PS1_PY = r'>>>'
347 346 _PS2_PY = r'\.\.\.'
348 347
349 348 _PS1_IP = r'In\ \[\d+\]:'
350 349 _PS2_IP = r'\ \ \ \.\.\.+:'
351 350
352 351 _RE_TPL = r'''
353 352 # Source consists of a PS1 line followed by zero or more PS2 lines.
354 353 (?P<source>
355 354 (?:^(?P<indent> [ ]*) (?P<ps1> %s) .*) # PS1 line
356 355 (?:\n [ ]* (?P<ps2> %s) .*)*) # PS2 lines
357 356 \n? # a newline
358 357 # Want consists of any non-blank lines that do not start with PS1.
359 358 (?P<want> (?:(?![ ]*$) # Not a blank line
360 359 (?![ ]*%s) # Not a line starting with PS1
361 360 (?![ ]*%s) # Not a line starting with PS2
362 361 .*$\n? # But any other line
363 362 )*)
364 363 '''
365 364
366 365 _EXAMPLE_RE_PY = re.compile( _RE_TPL % (_PS1_PY,_PS2_PY,_PS1_PY,_PS2_PY),
367 366 re.MULTILINE | re.VERBOSE)
368 367
369 368 _EXAMPLE_RE_IP = re.compile( _RE_TPL % (_PS1_IP,_PS2_IP,_PS1_IP,_PS2_IP),
370 369 re.MULTILINE | re.VERBOSE)
371 370
372 371 # Mark a test as being fully random. In this case, we simply append the
373 372 # random marker ('#random') to each individual example's output. This way
374 373 # we don't need to modify any other code.
375 374 _RANDOM_TEST = re.compile(r'#\s*all-random\s+')
376 375
377 376 # Mark tests to be executed in an external process - currently unsupported.
378 377 _EXTERNAL_IP = re.compile(r'#\s*ipdoctest:\s*EXTERNAL')
379 378
380 379 def ip2py(self,source):
381 380 """Convert input IPython source into valid Python."""
382 381 out = []
383 382 newline = out.append
384 383 #print 'IPSRC:\n',source,'\n###' # dbg
385 384 # The input source must be first stripped of all bracketing whitespace
386 385 # and turned into lines, so it looks to the parser like regular user
387 386 # input
388 387 for lnum,line in enumerate(source.strip().splitlines()):
389 388 newline(_ip.prefilter(line,lnum>0))
390 389 newline('') # ensure a closing newline, needed by doctest
391 390 #print "PYSRC:", '\n'.join(out) # dbg
392 391 return '\n'.join(out)
393 392
394 393 def parse(self, string, name='<string>'):
395 394 """
396 395 Divide the given string into examples and intervening text,
397 396 and return them as a list of alternating Examples and strings.
398 397 Line numbers for the Examples are 0-based. The optional
399 398 argument `name` is a name identifying this string, and is only
400 399 used for error messages.
401 400 """
402 401
403 402 #print 'Parse string:\n',string # dbg
404 403
405 404 string = string.expandtabs()
406 405 # If all lines begin with the same indentation, then strip it.
407 406 min_indent = self._min_indent(string)
408 407 if min_indent > 0:
409 408 string = '\n'.join([l[min_indent:] for l in string.split('\n')])
410 409
411 410 output = []
412 411 charno, lineno = 0, 0
413 412
414 413 # We make 'all random' tests by adding the '# random' mark to every
415 414 # block of output in the test.
416 415 if self._RANDOM_TEST.search(string):
417 416 random_marker = '\n# random'
418 417 else:
419 418 random_marker = ''
420 419
421 420 # Whether to convert the input from ipython to python syntax
422 421 ip2py = False
423 422 # Find all doctest examples in the string. First, try them as Python
424 423 # examples, then as IPython ones
425 424 terms = list(self._EXAMPLE_RE_PY.finditer(string))
426 425 if terms:
427 426 # Normal Python example
428 427 #print '-'*70 # dbg
429 428 #print 'PyExample, Source:\n',string # dbg
430 429 #print '-'*70 # dbg
431 430 Example = doctest.Example
432 431 else:
433 432 # It's an ipython example. Note that IPExamples are run
434 433 # in-process, so their syntax must be turned into valid python.
435 434 # IPExternalExamples are run out-of-process (via pexpect) so they
436 435 # don't need any filtering (a real ipython will be executing them).
437 436 terms = list(self._EXAMPLE_RE_IP.finditer(string))
438 437 if self._EXTERNAL_IP.search(string):
439 438 #print '-'*70 # dbg
440 439 #print 'IPExternalExample, Source:\n',string # dbg
441 440 #print '-'*70 # dbg
442 441 Example = IPExternalExample
443 442 else:
444 443 #print '-'*70 # dbg
445 444 #print 'IPExample, Source:\n',string # dbg
446 445 #print '-'*70 # dbg
447 446 Example = IPExample
448 447 ip2py = True
449 448
450 449 for m in terms:
451 450 # Add the pre-example text to `output`.
452 451 output.append(string[charno:m.start()])
453 452 # Update lineno (lines before this example)
454 453 lineno += string.count('\n', charno, m.start())
455 454 # Extract info from the regexp match.
456 455 (source, options, want, exc_msg) = \
457 456 self._parse_example(m, name, lineno,ip2py)
458 457
459 458 # Append the random-output marker (it defaults to empty in most
460 459 # cases, it's only non-empty for 'all-random' tests):
461 460 want += random_marker
462 461
463 462 if Example is IPExternalExample:
464 463 options[doctest.NORMALIZE_WHITESPACE] = True
465 464 want += '\n'
466 465
467 466 # Create an Example, and add it to the list.
468 467 if not self._IS_BLANK_OR_COMMENT(source):
469 468 output.append(Example(source, want, exc_msg,
470 469 lineno=lineno,
471 470 indent=min_indent+len(m.group('indent')),
472 471 options=options))
473 472 # Update lineno (lines inside this example)
474 473 lineno += string.count('\n', m.start(), m.end())
475 474 # Update charno.
476 475 charno = m.end()
477 476 # Add any remaining post-example text to `output`.
478 477 output.append(string[charno:])
479 478 return output
480 479
481 480 def _parse_example(self, m, name, lineno,ip2py=False):
482 481 """
483 482 Given a regular expression match from `_EXAMPLE_RE` (`m`),
484 483 return a pair `(source, want)`, where `source` is the matched
485 484 example's source code (with prompts and indentation stripped);
486 485 and `want` is the example's expected output (with indentation
487 486 stripped).
488 487
489 488 `name` is the string's name, and `lineno` is the line number
490 489 where the example starts; both are used for error messages.
491 490
492 491 Optional:
493 492 `ip2py`: if true, filter the input via IPython to convert the syntax
494 493 into valid python.
495 494 """
496 495
497 496 # Get the example's indentation level.
498 497 indent = len(m.group('indent'))
499 498
500 499 # Divide source into lines; check that they're properly
501 500 # indented; and then strip their indentation & prompts.
502 501 source_lines = m.group('source').split('\n')
503 502
504 503 # We're using variable-length input prompts
505 504 ps1 = m.group('ps1')
506 505 ps2 = m.group('ps2')
507 506 ps1_len = len(ps1)
508 507
509 508 self._check_prompt_blank(source_lines, indent, name, lineno,ps1_len)
510 509 if ps2:
511 510 self._check_prefix(source_lines[1:], ' '*indent + ps2, name, lineno)
512 511
513 512 source = '\n'.join([sl[indent+ps1_len+1:] for sl in source_lines])
514 513
515 514 if ip2py:
516 515 # Convert source input from IPython into valid Python syntax
517 516 source = self.ip2py(source)
518 517
519 518 # Divide want into lines; check that it's properly indented; and
520 519 # then strip the indentation. Spaces before the last newline should
521 520 # be preserved, so plain rstrip() isn't good enough.
522 521 want = m.group('want')
523 522 want_lines = want.split('\n')
524 523 if len(want_lines) > 1 and re.match(r' *$', want_lines[-1]):
525 524 del want_lines[-1] # forget final newline & spaces after it
526 525 self._check_prefix(want_lines, ' '*indent, name,
527 526 lineno + len(source_lines))
528 527
529 528 # Remove ipython output prompt that might be present in the first line
530 529 want_lines[0] = re.sub(r'Out\[\d+\]: \s*?\n?','',want_lines[0])
531 530
532 531 want = '\n'.join([wl[indent:] for wl in want_lines])
533 532
534 533 # If `want` contains a traceback message, then extract it.
535 534 m = self._EXCEPTION_RE.match(want)
536 535 if m:
537 536 exc_msg = m.group('msg')
538 537 else:
539 538 exc_msg = None
540 539
541 540 # Extract options from the source.
542 541 options = self._find_options(source, name, lineno)
543 542
544 543 return source, options, want, exc_msg
545 544
546 545 def _check_prompt_blank(self, lines, indent, name, lineno, ps1_len):
547 546 """
548 547 Given the lines of a source string (including prompts and
549 548 leading indentation), check to make sure that every prompt is
550 549 followed by a space character. If any line is not followed by
551 550 a space character, then raise ValueError.
552 551
553 552 Note: IPython-modified version which takes the input prompt length as a
554 553 parameter, so that prompts of variable length can be dealt with.
555 554 """
556 555 space_idx = indent+ps1_len
557 556 min_len = space_idx+1
558 557 for i, line in enumerate(lines):
559 558 if len(line) >= min_len and line[space_idx] != ' ':
560 559 raise ValueError('line %r of the docstring for %s '
561 560 'lacks blank after %s: %r' %
562 561 (lineno+i+1, name,
563 562 line[indent:space_idx], line))
564 563
565 564
566 565 SKIP = doctest.register_optionflag('SKIP')
567 566
568 567
569 568 class IPDocTestRunner(doctest.DocTestRunner,object):
570 569 """Test runner that synchronizes the IPython namespace with test globals.
571 570 """
572 571
573 572 def run(self, test, compileflags=None, out=None, clear_globs=True):
574 573
575 574 # Hack: ipython needs access to the execution context of the example,
576 575 # so that it can propagate user variables loaded by %run into
577 576 # test.globs. We put them here into our modified %run as a function
578 577 # attribute. Our new %run will then only make the namespace update
579 578 # when called (rather than unconconditionally updating test.globs here
580 579 # for all examples, most of which won't be calling %run anyway).
581 580 #_ip._ipdoctest_test_globs = test.globs
582 581 #_ip._ipdoctest_test_filename = test.filename
583 582
584 583 test.globs.update(_ip.user_ns)
585 584
586 585 return super(IPDocTestRunner,self).run(test,
587 586 compileflags,out,clear_globs)
588 587
589 588
590 589 class DocFileCase(doctest.DocFileCase):
591 590 """Overrides to provide filename
592 591 """
593 592 def address(self):
594 593 return (self._dt_test.filename, None, None)
595 594
596 595
597 596 class ExtensionDoctest(doctests.Doctest):
598 597 """Nose Plugin that supports doctests in extension modules.
599 598 """
600 599 name = 'extdoctest' # call nosetests with --with-extdoctest
601 600 enabled = True
602 601
603 602 def __init__(self,exclude_patterns=None):
604 603 """Create a new ExtensionDoctest plugin.
605 604
606 605 Parameters
607 606 ----------
608 607
609 608 exclude_patterns : sequence of strings, optional
610 609 These patterns are compiled as regular expressions, subsequently used
611 610 to exclude any filename which matches them from inclusion in the test
612 611 suite (using pattern.search(), NOT pattern.match() ).
613 612 """
614 613
615 614 if exclude_patterns is None:
616 615 exclude_patterns = []
617 616 self.exclude_patterns = map(re.compile,exclude_patterns)
618 617 doctests.Doctest.__init__(self)
619 618
620 619 def options(self, parser, env=os.environ):
621 620 Plugin.options(self, parser, env)
622 621 parser.add_option('--doctest-tests', action='store_true',
623 622 dest='doctest_tests',
624 623 default=env.get('NOSE_DOCTEST_TESTS',True),
625 624 help="Also look for doctests in test modules. "
626 625 "Note that classes, methods and functions should "
627 626 "have either doctests or non-doctest tests, "
628 627 "not both. [NOSE_DOCTEST_TESTS]")
629 628 parser.add_option('--doctest-extension', action="append",
630 629 dest="doctestExtension",
631 630 help="Also look for doctests in files with "
632 631 "this extension [NOSE_DOCTEST_EXTENSION]")
633 632 # Set the default as a list, if given in env; otherwise
634 633 # an additional value set on the command line will cause
635 634 # an error.
636 635 env_setting = env.get('NOSE_DOCTEST_EXTENSION')
637 636 if env_setting is not None:
638 637 parser.set_defaults(doctestExtension=tolist(env_setting))
639 638
640 639
641 640 def configure(self, options, config):
642 641 Plugin.configure(self, options, config)
643 642 self.doctest_tests = options.doctest_tests
644 643 self.extension = tolist(options.doctestExtension)
645 644
646 645 self.parser = doctest.DocTestParser()
647 646 self.finder = DocTestFinder()
648 647 self.checker = IPDoctestOutputChecker()
649 648 self.globs = None
650 649 self.extraglobs = None
651 650
652 651
653 652 def loadTestsFromExtensionModule(self,filename):
654 653 bpath,mod = os.path.split(filename)
655 654 modname = os.path.splitext(mod)[0]
656 655 try:
657 656 sys.path.append(bpath)
658 657 module = __import__(modname)
659 658 tests = list(self.loadTestsFromModule(module))
660 659 finally:
661 660 sys.path.pop()
662 661 return tests
663 662
664 663 # NOTE: the method below is almost a copy of the original one in nose, with
665 664 # a few modifications to control output checking.
666 665
667 666 def loadTestsFromModule(self, module):
668 667 #print '*** ipdoctest - lTM',module # dbg
669 668
670 669 if not self.matches(module.__name__):
671 670 log.debug("Doctest doesn't want module %s", module)
672 671 return
673 672
674 673 tests = self.finder.find(module,globs=self.globs,
675 674 extraglobs=self.extraglobs)
676 675 if not tests:
677 676 return
678 677
679 678 # always use whitespace and ellipsis options
680 679 optionflags = doctest.NORMALIZE_WHITESPACE | doctest.ELLIPSIS
681 680
682 681 tests.sort()
683 682 module_file = module.__file__
684 683 if module_file[-4:] in ('.pyc', '.pyo'):
685 684 module_file = module_file[:-1]
686 685 for test in tests:
687 686 if not test.examples:
688 687 continue
689 688 if not test.filename:
690 689 test.filename = module_file
691 690
692 691 yield DocTestCase(test,
693 692 optionflags=optionflags,
694 693 checker=self.checker)
695 694
696 695
697 696 def loadTestsFromFile(self, filename):
698 697 #print "ipdoctest - from file", filename # dbg
699 698 if is_extension_module(filename):
700 699 for t in self.loadTestsFromExtensionModule(filename):
701 700 yield t
702 701 else:
703 702 if self.extension and anyp(filename.endswith, self.extension):
704 703 name = os.path.basename(filename)
705 704 dh = open(filename)
706 705 try:
707 706 doc = dh.read()
708 707 finally:
709 708 dh.close()
710 709 test = self.parser.get_doctest(
711 710 doc, globs={'__file__': filename}, name=name,
712 711 filename=filename, lineno=0)
713 712 if test.examples:
714 713 #print 'FileCase:',test.examples # dbg
715 714 yield DocFileCase(test)
716 715 else:
717 716 yield False # no tests to load
718 717
719 718 def wantFile(self,filename):
720 719 """Return whether the given filename should be scanned for tests.
721 720
722 721 Modified version that accepts extension modules as valid containers for
723 722 doctests.
724 723 """
725 724 #print '*** ipdoctest- wantFile:',filename # dbg
726 725
727 726 for pat in self.exclude_patterns:
728 727 if pat.search(filename):
729 728 # print '###>>> SKIP:',filename # dbg
730 729 return False
731 730
732 731 if is_extension_module(filename):
733 732 return True
734 733 else:
735 734 return doctests.Doctest.wantFile(self,filename)
736 735
737 736
738 737 class IPythonDoctest(ExtensionDoctest):
739 738 """Nose Plugin that supports doctests in extension modules.
740 739 """
741 740 name = 'ipdoctest' # call nosetests with --with-ipdoctest
742 741 enabled = True
743 742
744 743 def makeTest(self, obj, parent):
745 744 """Look for doctests in the given object, which will be a
746 745 function, method or class.
747 746 """
748 747 #print 'Plugin analyzing:', obj, parent # dbg
749 748 # always use whitespace and ellipsis options
750 749 optionflags = doctest.NORMALIZE_WHITESPACE | doctest.ELLIPSIS
751 750
752 751 doctests = self.finder.find(obj, module=getmodule(parent))
753 752 if doctests:
754 753 for test in doctests:
755 754 if len(test.examples) == 0:
756 755 continue
757 756
758 757 yield DocTestCase(test, obj=obj,
759 758 optionflags=optionflags,
760 759 checker=self.checker)
761 760
762 761 def options(self, parser, env=os.environ):
763 762 #print "Options for nose plugin:", self.name # dbg
764 763 Plugin.options(self, parser, env)
765 764 parser.add_option('--ipdoctest-tests', action='store_true',
766 765 dest='ipdoctest_tests',
767 766 default=env.get('NOSE_IPDOCTEST_TESTS',True),
768 767 help="Also look for doctests in test modules. "
769 768 "Note that classes, methods and functions should "
770 769 "have either doctests or non-doctest tests, "
771 770 "not both. [NOSE_IPDOCTEST_TESTS]")
772 771 parser.add_option('--ipdoctest-extension', action="append",
773 772 dest="ipdoctest_extension",
774 773 help="Also look for doctests in files with "
775 774 "this extension [NOSE_IPDOCTEST_EXTENSION]")
776 775 # Set the default as a list, if given in env; otherwise
777 776 # an additional value set on the command line will cause
778 777 # an error.
779 778 env_setting = env.get('NOSE_IPDOCTEST_EXTENSION')
780 779 if env_setting is not None:
781 780 parser.set_defaults(ipdoctest_extension=tolist(env_setting))
782 781
783 782 def configure(self, options, config):
784 783 #print "Configuring nose plugin:", self.name # dbg
785 784 Plugin.configure(self, options, config)
786 785 self.doctest_tests = options.ipdoctest_tests
787 786 self.extension = tolist(options.ipdoctest_extension)
788 787
789 788 self.parser = IPDocTestParser()
790 789 self.finder = DocTestFinder(parser=self.parser)
791 790 self.checker = IPDoctestOutputChecker()
792 791 self.globs = None
793 792 self.extraglobs = None
@@ -1,457 +1,458 b''
1 1 """A ZMQ-based subclass of InteractiveShell.
2 2
3 3 This code is meant to ease the refactoring of the base InteractiveShell into
4 4 something with a cleaner architecture for 2-process use, without actually
5 5 breaking InteractiveShell itself. So we're doing something a bit ugly, where
6 6 we subclass and override what we want to fix. Once this is working well, we
7 7 can go back to the base class and refactor the code for a cleaner inheritance
8 8 implementation that doesn't rely on so much monkeypatching.
9 9
10 10 But this lets us maintain a fully working IPython as we develop the new
11 11 machinery. This should thus be thought of as scaffolding.
12 12 """
13 13 #-----------------------------------------------------------------------------
14 14 # Imports
15 15 #-----------------------------------------------------------------------------
16 16 from __future__ import print_function
17 17
18 18 # Stdlib
19 19 import inspect
20 20 import os
21 21
22 22 # Our own
23 23 from IPython.core.interactiveshell import (
24 24 InteractiveShell, InteractiveShellABC
25 25 )
26 26 from IPython.core import page
27 27 from IPython.core.autocall import ZMQExitAutocall
28 28 from IPython.core.displaypub import DisplayPublisher
29 29 from IPython.core.macro import Macro
30 30 from IPython.core.magic import MacroToEdit
31 31 from IPython.core.payloadpage import install_payload_page
32 32 from IPython.utils import io
33 33 from IPython.utils.path import get_py_filename
34 34 from IPython.utils.traitlets import Instance, Type, Dict, CBool
35 35 from IPython.utils.warn import warn
36 36 from IPython.zmq.displayhook import ZMQShellDisplayHook, _encode_png
37 37 from IPython.zmq.session import extract_header
38 38 from session import Session
39 39
40 40 #-----------------------------------------------------------------------------
41 41 # Globals and side-effects
42 42 #-----------------------------------------------------------------------------
43 43
44 44 # Install the payload version of page.
45 45 install_payload_page()
46 46
47 47 #-----------------------------------------------------------------------------
48 48 # Functions and classes
49 49 #-----------------------------------------------------------------------------
50 50
51 51 class ZMQDisplayPublisher(DisplayPublisher):
52 52 """A display publisher that publishes data using a ZeroMQ PUB socket."""
53 53
54 54 session = Instance(Session)
55 55 pub_socket = Instance('zmq.Socket')
56 56 parent_header = Dict({})
57 57
58 58 def set_parent(self, parent):
59 59 """Set the parent for outbound messages."""
60 60 self.parent_header = extract_header(parent)
61 61
62 62 def publish(self, source, data, metadata=None):
63 63 if metadata is None:
64 64 metadata = {}
65 65 self._validate_data(source, data, metadata)
66 66 content = {}
67 67 content['source'] = source
68 68 _encode_png(data)
69 69 content['data'] = data
70 70 content['metadata'] = metadata
71 71 self.session.send(
72 72 self.pub_socket, u'display_data', content,
73 73 parent=self.parent_header
74 74 )
75 75
76 76
77 77 class ZMQInteractiveShell(InteractiveShell):
78 78 """A subclass of InteractiveShell for ZMQ."""
79 79
80 80 displayhook_class = Type(ZMQShellDisplayHook)
81 81 display_pub_class = Type(ZMQDisplayPublisher)
82 82
83 83 # Override the traitlet in the parent class, because there's no point using
84 84 # readline for the kernel. Can be removed when the readline code is moved
85 85 # to the terminal frontend.
86 86
87 87 # FIXME. This is disabled for now, even though it may cause problems under
88 88 # Windows, because it breaks %run in the Qt console. See gh-617 for more
89 89 # details. Re-enable once we've fully tested that %run works in the Qt
90 90 # console with syntax highlighting in tracebacks.
91 91 # readline_use = CBool(False)
92 92 # /FIXME
93 93
94 94 exiter = Instance(ZMQExitAutocall)
95 95 def _exiter_default(self):
96 96 return ZMQExitAutocall(self)
97 97
98 98 keepkernel_on_exit = None
99 99
100 100 def init_environment(self):
101 101 """Configure the user's environment.
102 102
103 103 """
104 104 env = os.environ
105 105 # These two ensure 'ls' produces nice coloring on BSD-derived systems
106 106 env['TERM'] = 'xterm-color'
107 107 env['CLICOLOR'] = '1'
108 108 # Since normal pagers don't work at all (over pexpect we don't have
109 109 # single-key control of the subprocess), try to disable paging in
110 110 # subprocesses as much as possible.
111 111 env['PAGER'] = 'cat'
112 112 env['GIT_PAGER'] = 'cat'
113 113
114 114 def auto_rewrite_input(self, cmd):
115 115 """Called to show the auto-rewritten input for autocall and friends.
116 116
117 117 FIXME: this payload is currently not correctly processed by the
118 118 frontend.
119 119 """
120 120 new = self.displayhook.prompt1.auto_rewrite() + cmd
121 121 payload = dict(
122 122 source='IPython.zmq.zmqshell.ZMQInteractiveShell.auto_rewrite_input',
123 123 transformed_input=new,
124 124 )
125 125 self.payload_manager.write_payload(payload)
126 126
127 127 def ask_exit(self):
128 128 """Engage the exit actions."""
129 129 payload = dict(
130 130 source='IPython.zmq.zmqshell.ZMQInteractiveShell.ask_exit',
131 131 exit=True,
132 132 keepkernel=self.keepkernel_on_exit,
133 133 )
134 134 self.payload_manager.write_payload(payload)
135 135
136 136 def _showtraceback(self, etype, evalue, stb):
137 137
138 138 exc_content = {
139 139 u'traceback' : stb,
140 140 u'ename' : unicode(etype.__name__),
141 141 u'evalue' : unicode(evalue)
142 142 }
143 143
144 144 dh = self.displayhook
145 145 # Send exception info over pub socket for other clients than the caller
146 146 # to pick up
147 147 exc_msg = dh.session.send(dh.pub_socket, u'pyerr', exc_content, dh.parent_header)
148 148
149 149 # FIXME - Hack: store exception info in shell object. Right now, the
150 150 # caller is reading this info after the fact, we need to fix this logic
151 151 # to remove this hack. Even uglier, we need to store the error status
152 152 # here, because in the main loop, the logic that sets it is being
153 153 # skipped because runlines swallows the exceptions.
154 154 exc_content[u'status'] = u'error'
155 155 self._reply_content = exc_content
156 156 # /FIXME
157 157
158 158 return exc_content
159 159
160 160 #------------------------------------------------------------------------
161 161 # Magic overrides
162 162 #------------------------------------------------------------------------
163 163 # Once the base class stops inheriting from magic, this code needs to be
164 164 # moved into a separate machinery as well. For now, at least isolate here
165 165 # the magics which this class needs to implement differently from the base
166 166 # class, or that are unique to it.
167 167
168 168 def magic_doctest_mode(self,parameter_s=''):
169 169 """Toggle doctest mode on and off.
170 170
171 171 This mode is intended to make IPython behave as much as possible like a
172 172 plain Python shell, from the perspective of how its prompts, exceptions
173 173 and output look. This makes it easy to copy and paste parts of a
174 174 session into doctests. It does so by:
175 175
176 176 - Changing the prompts to the classic ``>>>`` ones.
177 177 - Changing the exception reporting mode to 'Plain'.
178 178 - Disabling pretty-printing of output.
179 179
180 180 Note that IPython also supports the pasting of code snippets that have
181 181 leading '>>>' and '...' prompts in them. This means that you can paste
182 182 doctests from files or docstrings (even if they have leading
183 183 whitespace), and the code will execute correctly. You can then use
184 184 '%history -t' to see the translated history; this will give you the
185 185 input after removal of all the leading prompts and whitespace, which
186 186 can be pasted back into an editor.
187 187
188 188 With these features, you can switch into this mode easily whenever you
189 189 need to do testing and changes to doctests, without having to leave
190 190 your existing IPython session.
191 191 """
192 192
193 193 from IPython.utils.ipstruct import Struct
194 194
195 195 # Shorthands
196 196 shell = self.shell
197 197 disp_formatter = self.shell.display_formatter
198 198 ptformatter = disp_formatter.formatters['text/plain']
199 199 # dstore is a data store kept in the instance metadata bag to track any
200 200 # changes we make, so we can undo them later.
201 201 dstore = shell.meta.setdefault('doctest_mode', Struct())
202 202 save_dstore = dstore.setdefault
203 203
204 204 # save a few values we'll need to recover later
205 205 mode = save_dstore('mode', False)
206 206 save_dstore('rc_pprint', ptformatter.pprint)
207 207 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
208 208 save_dstore('xmode', shell.InteractiveTB.mode)
209 209
210 210 if mode == False:
211 211 # turn on
212 212 ptformatter.pprint = False
213 213 disp_formatter.plain_text_only = True
214 214 shell.magic_xmode('Plain')
215 215 else:
216 216 # turn off
217 217 ptformatter.pprint = dstore.rc_pprint
218 218 disp_formatter.plain_text_only = dstore.rc_plain_text_only
219 219 shell.magic_xmode(dstore.xmode)
220 220
221 221 # Store new mode and inform on console
222 222 dstore.mode = bool(1-int(mode))
223 223 mode_label = ['OFF','ON'][dstore.mode]
224 224 print('Doctest mode is:', mode_label)
225 225
226 226 # Send the payload back so that clients can modify their prompt display
227 227 payload = dict(
228 228 source='IPython.zmq.zmqshell.ZMQInteractiveShell.magic_doctest_mode',
229 229 mode=dstore.mode)
230 230 self.payload_manager.write_payload(payload)
231 231
232 232 def magic_edit(self,parameter_s='',last_call=['','']):
233 233 """Bring up an editor and execute the resulting code.
234 234
235 235 Usage:
236 236 %edit [options] [args]
237 237
238 238 %edit runs IPython's editor hook. The default version of this hook is
239 239 set to call the __IPYTHON__.rc.editor command. This is read from your
240 240 environment variable $EDITOR. If this isn't found, it will default to
241 241 vi under Linux/Unix and to notepad under Windows. See the end of this
242 242 docstring for how to change the editor hook.
243 243
244 244 You can also set the value of this editor via the command line option
245 '-editor' or in your ipythonrc file. This is useful if you wish to use
246 specifically for IPython an editor different from your typical default
247 (and for Windows users who typically don't set environment variables).
245 '-editor' or via the 'editor' option in your configuration file.
246 This is useful if you wish to use specifically for IPython an editor
247 different from your typical default (and for Windows users who typically
248 don't set environment variables).
248 249
249 250 This command allows you to conveniently edit multi-line code right in
250 251 your IPython session.
251 252
252 253 If called without arguments, %edit opens up an empty editor with a
253 254 temporary file and will execute the contents of this file when you
254 255 close it (don't forget to save it!).
255 256
256 257
257 258 Options:
258 259
259 260 -n <number>: open the editor at a specified line number. By default,
260 261 the IPython editor hook uses the unix syntax 'editor +N filename', but
261 262 you can configure this by providing your own modified hook if your
262 263 favorite editor supports line-number specifications with a different
263 264 syntax.
264 265
265 266 -p: this will call the editor with the same data as the previous time
266 267 it was used, regardless of how long ago (in your current session) it
267 268 was.
268 269
269 270 -r: use 'raw' input. This option only applies to input taken from the
270 271 user's history. By default, the 'processed' history is used, so that
271 272 magics are loaded in their transformed version to valid Python. If
272 273 this option is given, the raw input as typed as the command line is
273 274 used instead. When you exit the editor, it will be executed by
274 275 IPython's own processor.
275 276
276 277 -x: do not execute the edited code immediately upon exit. This is
277 278 mainly useful if you are editing programs which need to be called with
278 279 command line arguments, which you can then do using %run.
279 280
280 281
281 282 Arguments:
282 283
283 284 If arguments are given, the following possibilites exist:
284 285
285 286 - The arguments are numbers or pairs of colon-separated numbers (like
286 287 1 4:8 9). These are interpreted as lines of previous input to be
287 288 loaded into the editor. The syntax is the same of the %macro command.
288 289
289 290 - If the argument doesn't start with a number, it is evaluated as a
290 291 variable and its contents loaded into the editor. You can thus edit
291 292 any string which contains python code (including the result of
292 293 previous edits).
293 294
294 295 - If the argument is the name of an object (other than a string),
295 296 IPython will try to locate the file where it was defined and open the
296 297 editor at the point where it is defined. You can use `%edit function`
297 298 to load an editor exactly at the point where 'function' is defined,
298 299 edit it and have the file be executed automatically.
299 300
300 301 If the object is a macro (see %macro for details), this opens up your
301 302 specified editor with a temporary file containing the macro's data.
302 303 Upon exit, the macro is reloaded with the contents of the file.
303 304
304 305 Note: opening at an exact line is only supported under Unix, and some
305 306 editors (like kedit and gedit up to Gnome 2.8) do not understand the
306 307 '+NUMBER' parameter necessary for this feature. Good editors like
307 308 (X)Emacs, vi, jed, pico and joe all do.
308 309
309 310 - If the argument is not found as a variable, IPython will look for a
310 311 file with that name (adding .py if necessary) and load it into the
311 312 editor. It will execute its contents with execfile() when you exit,
312 313 loading any code in the file into your interactive namespace.
313 314
314 315 After executing your code, %edit will return as output the code you
315 316 typed in the editor (except when it was an existing file). This way
316 317 you can reload the code in further invocations of %edit as a variable,
317 318 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
318 319 the output.
319 320
320 321 Note that %edit is also available through the alias %ed.
321 322
322 323 This is an example of creating a simple function inside the editor and
323 324 then modifying it. First, start up the editor:
324 325
325 326 In [1]: ed
326 327 Editing... done. Executing edited code...
327 328 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
328 329
329 330 We can then call the function foo():
330 331
331 332 In [2]: foo()
332 333 foo() was defined in an editing session
333 334
334 335 Now we edit foo. IPython automatically loads the editor with the
335 336 (temporary) file where foo() was previously defined:
336 337
337 338 In [3]: ed foo
338 339 Editing... done. Executing edited code...
339 340
340 341 And if we call foo() again we get the modified version:
341 342
342 343 In [4]: foo()
343 344 foo() has now been changed!
344 345
345 346 Here is an example of how to edit a code snippet successive
346 347 times. First we call the editor:
347 348
348 349 In [5]: ed
349 350 Editing... done. Executing edited code...
350 351 hello
351 352 Out[5]: "print 'hello'n"
352 353
353 354 Now we call it again with the previous output (stored in _):
354 355
355 356 In [6]: ed _
356 357 Editing... done. Executing edited code...
357 358 hello world
358 359 Out[6]: "print 'hello world'n"
359 360
360 361 Now we call it with the output #8 (stored in _8, also as Out[8]):
361 362
362 363 In [7]: ed _8
363 364 Editing... done. Executing edited code...
364 365 hello again
365 366 Out[7]: "print 'hello again'n"
366 367
367 368
368 369 Changing the default editor hook:
369 370
370 371 If you wish to write your own editor hook, you can put it in a
371 372 configuration file which you load at startup time. The default hook
372 373 is defined in the IPython.core.hooks module, and you can use that as a
373 374 starting example for further modifications. That file also has
374 375 general instructions on how to set a new hook for use once you've
375 376 defined it."""
376 377
377 378 opts,args = self.parse_options(parameter_s,'prn:')
378 379
379 380 try:
380 381 filename, lineno, _ = self._find_edit_target(args, opts, last_call)
381 382 except MacroToEdit as e:
382 383 # TODO: Implement macro editing over 2 processes.
383 384 print("Macro editing not yet implemented in 2-process model.")
384 385 return
385 386
386 387 # Make sure we send to the client an absolute path, in case the working
387 388 # directory of client and kernel don't match
388 389 filename = os.path.abspath(filename)
389 390
390 391 payload = {
391 392 'source' : 'IPython.zmq.zmqshell.ZMQInteractiveShell.edit_magic',
392 393 'filename' : filename,
393 394 'line_number' : lineno
394 395 }
395 396 self.payload_manager.write_payload(payload)
396 397
397 398 def magic_gui(self, *args, **kwargs):
398 399 raise NotImplementedError(
399 400 'Kernel GUI support is not implemented yet, except for --pylab.')
400 401
401 402 def magic_pylab(self, *args, **kwargs):
402 403 raise NotImplementedError(
403 404 'pylab support must be enabled in command line options.')
404 405
405 406 # A few magics that are adapted to the specifics of using pexpect and a
406 407 # remote terminal
407 408
408 409 def magic_clear(self, arg_s):
409 410 """Clear the terminal."""
410 411 if os.name == 'posix':
411 412 self.shell.system("clear")
412 413 else:
413 414 self.shell.system("cls")
414 415
415 416 if os.name == 'nt':
416 417 # This is the usual name in windows
417 418 magic_cls = magic_clear
418 419
419 420 # Terminal pagers won't work over pexpect, but we do have our own pager
420 421
421 422 def magic_less(self, arg_s):
422 423 """Show a file through the pager.
423 424
424 425 Files ending in .py are syntax-highlighted."""
425 426 cont = open(arg_s).read()
426 427 if arg_s.endswith('.py'):
427 428 cont = self.shell.pycolorize(cont)
428 429 page.page(cont)
429 430
430 431 magic_more = magic_less
431 432
432 433 # Man calls a pager, so we also need to redefine it
433 434 if os.name == 'posix':
434 435 def magic_man(self, arg_s):
435 436 """Find the man page for the given command and display in pager."""
436 437 page.page(self.shell.getoutput('man %s | col -b' % arg_s,
437 438 split=False))
438 439
439 440 # FIXME: this is specific to the GUI, so we should let the gui app load
440 441 # magics at startup that are only for the gui. Once the gui app has proper
441 442 # profile and configuration management, we can have it initialize a kernel
442 443 # with a special config file that provides these.
443 444 def magic_guiref(self, arg_s):
444 445 """Show a basic reference about the GUI console."""
445 446 from IPython.core.usage import gui_reference
446 447 page.page(gui_reference, auto_html=True)
447 448
448 449 def set_next_input(self, text):
449 450 """Send the specified text to the frontend to be presented at the next
450 451 input cell."""
451 452 payload = dict(
452 453 source='IPython.zmq.zmqshell.ZMQInteractiveShell.set_next_input',
453 454 text=text
454 455 )
455 456 self.payload_manager.write_payload(payload)
456 457
457 458 InteractiveShellABC.register(ZMQInteractiveShell)
@@ -1,1310 +1,1310 b''
1 1 =================
2 2 IPython reference
3 3 =================
4 4
5 5 .. _command_line_options:
6 6
7 7 Command-line usage
8 8 ==================
9 9
10 10 You start IPython with the command::
11 11
12 12 $ ipython [options] files
13 13
14 14 If invoked with no options, it executes all the files listed in sequence
15 15 and drops you into the interpreter while still acknowledging any options
16 16 you may have set in your ipython_config.py. This behavior is different from
17 17 standard Python, which when called as python -i will only execute one
18 18 file and ignore your configuration setup.
19 19
20 20 Please note that some of the configuration options are not available at
21 21 the command line, simply because they are not practical here. Look into
22 your ipythonrc configuration file for details on those. This file is typically
23 installed in the IPYTHON_DIR directory. For Linux
24 users, this will be $HOME/.config/ipython, and for other users it will be
25 $HOME/.ipython. For Windows users, $HOME resolves to C:\\Documents and
22 your configuration files for details on those. There are separate configuration
23 files for each profile, and the files look like "ipython_config.py" or
24 "ipython_config_<frontendname>.py". Profile directories look like
25 "profile_profilename" and are typically installed in the IPYTHON_DIR directory.
26 For Linux users, this will be $HOME/.config/ipython, and for other users it
27 will be $HOME/.ipython. For Windows users, $HOME resolves to C:\\Documents and
26 28 Settings\\YourUserName in most instances.
27 29
28 30
29 31 Eventloop integration
30 32 ---------------------
31 33
32 34 Previously IPython had command line options for controlling GUI event loop
33 35 integration (-gthread, -qthread, -q4thread, -wthread, -pylab). As of IPython
34 36 version 0.11, these have been removed. Please see the new ``%gui``
35 37 magic command or :ref:`this section <gui_support>` for details on the new
36 38 interface, or specify the gui at the commandline::
37 39
38 40 $ ipython --gui=qt
39 41
40 42
41 43 Regular Options
42 44 ---------------
43 45
44 46 After the above threading options have been given, regular options can
45 47 follow in any order. All options can be abbreviated to their shortest
46 48 non-ambiguous form and are case-sensitive. One or two dashes can be
47 49 used. Some options have an alternate short form, indicated after a ``|``.
48 50
49 Most options can also be set from your ipythonrc configuration file. See
50 the provided example for more details on what the options do. Options
51 given at the command line override the values set in the ipythonrc file.
51 Most options can also be set from your configuration file. See the provided
52 example for more details on what the options do. Options given at the command
53 line override the values set in the configuration file.
52 54
53 55 All options with a [no] prepended can be specified in negated form
54 56 (--no-option instead of --option) to turn the feature off.
55 57
56 58 ``-h, --help`` print a help message and exit.
57 59
58 60 ``--pylab, pylab=<name>``
59 61 See :ref:`Matplotlib support <matplotlib_support>`
60 62 for more details.
61 63
62 64 ``--autocall=<val>``
63 65 Make IPython automatically call any callable object even if you
64 66 didn't type explicit parentheses. For example, 'str 43' becomes
65 67 'str(43)' automatically. The value can be '0' to disable the feature,
66 68 '1' for smart autocall, where it is not applied if there are no more
67 69 arguments on the line, and '2' for full autocall, where all callable
68 70 objects are automatically called (even if no arguments are
69 71 present). The default is '1'.
70 72
71 73 ``--[no-]autoindent``
72 74 Turn automatic indentation on/off.
73 75
74 76 ``--[no-]automagic``
75 77 make magic commands automatic (without needing their first character
76 78 to be %). Type %magic at the IPython prompt for more information.
77 79
78 80 ``--[no-]autoedit_syntax``
79 81 When a syntax error occurs after editing a file, automatically
80 82 open the file to the trouble causing line for convenient
81 83 fixing.
82 84
83 85 ``--[no-]banner``
84 86 Print the initial information banner (default on).
85 87
86 88 ``--c=<command>``
87 89 execute the given command string. This is similar to the -c
88 90 option in the normal Python interpreter.
89 91
90 92 ``--cache-size=<n>``
91 93 size of the output cache (maximum number of entries to hold in
92 94 memory). The default is 1000, you can change it permanently in your
93 95 config file. Setting it to 0 completely disables the caching system,
94 96 and the minimum value accepted is 20 (if you provide a value less than
95 97 20, it is reset to 0 and a warning is issued) This limit is defined
96 98 because otherwise you'll spend more time re-flushing a too small cache
97 99 than working.
98 100
99 101 ``--classic``
100 102 Gives IPython a similar feel to the classic Python
101 103 prompt.
102 104
103 105 ``--colors=<scheme>``
104 106 Color scheme for prompts and exception reporting. Currently
105 107 implemented: NoColor, Linux and LightBG.
106 108
107 109 ``--[no-]color_info``
108 110 IPython can display information about objects via a set of functions,
109 111 and optionally can use colors for this, syntax highlighting source
110 112 code and various other elements. However, because this information is
111 113 passed through a pager (like 'less') and many pagers get confused with
112 114 color codes, this option is off by default. You can test it and turn
113 it on permanently in your ipythonrc file if it works for you. As a
115 it on permanently in your configuration file if it works for you. As a
114 116 reference, the 'less' pager supplied with Mandrake 8.2 works ok, but
115 117 that in RedHat 7.2 doesn't.
116 118
117 119 Test it and turn it on permanently if it works with your
118 120 system. The magic function %color_info allows you to toggle this
119 121 interactively for testing.
120 122
121 123 ``--[no-]debug``
122 124 Show information about the loading process. Very useful to pin down
123 125 problems with your configuration files or to get details about
124 126 session restores.
125 127
126 128 ``--[no-]deep_reload``
127 129 IPython can use the deep_reload module which reloads changes in
128 130 modules recursively (it replaces the reload() function, so you don't
129 131 need to change anything to use it). deep_reload() forces a full
130 132 reload of modules whose code may have changed, which the default
131 133 reload() function does not.
132 134
133 135 When deep_reload is off, IPython will use the normal reload(),
134 136 but deep_reload will still be available as dreload(). This
135 137 feature is off by default [which means that you have both
136 138 normal reload() and dreload()].
137 139
138 140 ``--editor=<name>``
139 141 Which editor to use with the %edit command. By default,
140 142 IPython will honor your EDITOR environment variable (if not
141 143 set, vi is the Unix default and notepad the Windows one).
142 144 Since this editor is invoked on the fly by IPython and is
143 145 meant for editing small code snippets, you may want to use a
144 146 small, lightweight editor here (in case your default EDITOR is
145 147 something like Emacs).
146 148
147 149 ``--ipython_dir=<name>``
148 150 name of your IPython configuration directory IPYTHON_DIR. This
149 151 can also be specified through the environment variable
150 152 IPYTHON_DIR.
151 153
152 154 ``--logfile=<name>``
153 155 specify the name of your logfile.
154 156
155 157 This implies ``%logstart`` at the beginning of your session
156 158
157 159 generate a log file of all input. The file is named
158 160 ipython_log.py in your current directory (which prevents logs
159 161 from multiple IPython sessions from trampling each other). You
160 162 can use this to later restore a session by loading your
161 163 logfile with ``ipython --i ipython_log.py``
162 164
163 165 ``--logplay=<name>``
164 166
165 167 NOT AVAILABLE in 0.11
166 168
167 169 you can replay a previous log. For restoring a session as close as
168 170 possible to the state you left it in, use this option (don't just run
169 171 the logfile). With -logplay, IPython will try to reconstruct the
170 172 previous working environment in full, not just execute the commands in
171 173 the logfile.
172 174
173 175 When a session is restored, logging is automatically turned on
174 176 again with the name of the logfile it was invoked with (it is
175 177 read from the log header). So once you've turned logging on for
176 178 a session, you can quit IPython and reload it as many times as
177 179 you want and it will continue to log its history and restore
178 180 from the beginning every time.
179 181
180 182 Caveats: there are limitations in this option. The history
181 183 variables _i*,_* and _dh don't get restored properly. In the
182 184 future we will try to implement full session saving by writing
183 185 and retrieving a 'snapshot' of the memory state of IPython. But
184 186 our first attempts failed because of inherent limitations of
185 187 Python's Pickle module, so this may have to wait.
186 188
187 189 ``--[no-]messages``
188 190 Print messages which IPython collects about its startup
189 191 process (default on).
190 192
191 193 ``--[no-]pdb``
192 194 Automatically call the pdb debugger after every uncaught
193 195 exception. If you are used to debugging using pdb, this puts
194 196 you automatically inside of it after any call (either in
195 197 IPython or in code called by it) which triggers an exception
196 198 which goes uncaught.
197 199
198 200 ``--[no-]pprint``
199 201 ipython can optionally use the pprint (pretty printer) module
200 202 for displaying results. pprint tends to give a nicer display
201 203 of nested data structures. If you like it, you can turn it on
202 204 permanently in your config file (default off).
203 205
204 206 ``--profile=<name>``
205 207
206 208 Select the IPython profile by name.
207 209
208 210 This is a quick way to keep and load multiple
209 211 config files for different tasks, especially if you use the
210 212 include option of config files. You can keep a basic
211 213 :file:`IPYTHON_DIR/profile_default/ipython_config.py` file
212 214 and then have other 'profiles' which
213 215 include this one and load extra things for particular
214 216 tasks. For example:
215 217
216 218 1. $IPYTHON_DIR/profile_default : load basic things you always want.
217 219 2. $IPYTHON_DIR/profile_math : load (1) and basic math-related modules.
218 220 3. $IPYTHON_DIR/profile_numeric : load (1) and Numeric and plotting modules.
219 221
220 222 Since it is possible to create an endless loop by having
221 223 circular file inclusions, IPython will stop if it reaches 15
222 224 recursive inclusions.
223 225
224 226 ``InteractiveShell.prompt_in1=<string>``
225 227
226 228 Specify the string used for input prompts. Note that if you are using
227 229 numbered prompts, the number is represented with a '\#' in the
228 230 string. Don't forget to quote strings with spaces embedded in
229 231 them. Default: 'In [\#]:'. The :ref:`prompts section <prompts>`
230 232 discusses in detail all the available escapes to customize your
231 233 prompts.
232 234
233 235 ``InteractiveShell.prompt_in2=<string>``
234 236 Similar to the previous option, but used for the continuation
235 237 prompts. The special sequence '\D' is similar to '\#', but
236 238 with all digits replaced dots (so you can have your
237 239 continuation prompt aligned with your input prompt). Default:
238 240 ' .\D.:' (note three spaces at the start for alignment with
239 241 'In [\#]').
240 242
241 243 ``InteractiveShell.prompt_out=<string>``
242 244 String used for output prompts, also uses numbers like
243 245 prompt_in1. Default: 'Out[\#]:'
244 246
245 247 ``--quick``
246 248 start in bare bones mode (no config file loaded).
247 249
248 250 ``config_file=<name>``
249 251 name of your IPython resource configuration file. Normally
250 252 IPython loads ipython_config.py (from current directory) or
251 253 IPYTHON_DIR/profile_default.
252 254
253 255 If the loading of your config file fails, IPython starts with
254 256 a bare bones configuration (no modules loaded at all).
255 257
256 258 ``--[no-]readline``
257 259 use the readline library, which is needed to support name
258 260 completion and command history, among other things. It is
259 261 enabled by default, but may cause problems for users of
260 262 X/Emacs in Python comint or shell buffers.
261 263
262 264 Note that X/Emacs 'eterm' buffers (opened with M-x term) support
263 265 IPython's readline and syntax coloring fine, only 'emacs' (M-x
264 266 shell and C-c !) buffers do not.
265 267
266 268 ``--TerminalInteractiveShell.screen_length=<n>``
267 269 number of lines of your screen. This is used to control
268 270 printing of very long strings. Strings longer than this number
269 271 of lines will be sent through a pager instead of directly
270 272 printed.
271 273
272 274 The default value for this is 0, which means IPython will
273 275 auto-detect your screen size every time it needs to print certain
274 276 potentially long strings (this doesn't change the behavior of the
275 277 'print' keyword, it's only triggered internally). If for some
276 278 reason this isn't working well (it needs curses support), specify
277 279 it yourself. Otherwise don't change the default.
278 280
279 281 ``--TerminalInteractiveShell.separate_in=<string>``
280 282
281 283 separator before input prompts.
282 284 Default: '\n'
283 285
284 286 ``--TerminalInteractiveShell.separate_out=<string>``
285 287 separator before output prompts.
286 288 Default: nothing.
287 289
288 290 ``--TerminalInteractiveShell.separate_out2=<string>``
289 291 separator after output prompts.
290 292 Default: nothing.
291 293 For these three options, use the value 0 to specify no separator.
292 294
293 295 ``--nosep``
294 296 shorthand for setting the above separators to empty strings.
295 297
296 298 Simply removes all input/output separators.
297 299
298 300 ``--init``
299 301 allows you to initialize a profile dir for configuration when you
300 302 install a new version of IPython or want to use a new profile.
301 303 Since new versions may include new command line options or example
302 304 files, this copies updated config files. Note that you should probably
303 305 use %upgrade instead,it's a safer alternative.
304 306
305 307 ``--version`` print version information and exit.
306 308
307 309 ``--xmode=<modename>``
308 310
309 311 Mode for exception reporting.
310 312
311 313 Valid modes: Plain, Context and Verbose.
312 314
313 315 * Plain: similar to python's normal traceback printing.
314 316 * Context: prints 5 lines of context source code around each
315 317 line in the traceback.
316 318 * Verbose: similar to Context, but additionally prints the
317 319 variables currently visible where the exception happened
318 320 (shortening their strings if too long). This can potentially be
319 321 very slow, if you happen to have a huge data structure whose
320 322 string representation is complex to compute. Your computer may
321 323 appear to freeze for a while with cpu usage at 100%. If this
322 324 occurs, you can cancel the traceback with Ctrl-C (maybe hitting it
323 325 more than once).
324 326
325 327 Interactive use
326 328 ===============
327 329
328 330 IPython is meant to work as a drop-in replacement for the standard interactive
329 331 interpreter. As such, any code which is valid python should execute normally
330 332 under IPython (cases where this is not true should be reported as bugs). It
331 333 does, however, offer many features which are not available at a standard python
332 334 prompt. What follows is a list of these.
333 335
334 336
335 337 Caution for Windows users
336 338 -------------------------
337 339
338 340 Windows, unfortunately, uses the '\\' character as a path separator. This is a
339 341 terrible choice, because '\\' also represents the escape character in most
340 342 modern programming languages, including Python. For this reason, using '/'
341 343 character is recommended if you have problems with ``\``. However, in Windows
342 344 commands '/' flags options, so you can not use it for the root directory. This
343 345 means that paths beginning at the root must be typed in a contrived manner
344 346 like: ``%copy \opt/foo/bar.txt \tmp``
345 347
346 348 .. _magic:
347 349
348 350 Magic command system
349 351 --------------------
350 352
351 353 IPython will treat any line whose first character is a % as a special
352 354 call to a 'magic' function. These allow you to control the behavior of
353 355 IPython itself, plus a lot of system-type features. They are all
354 356 prefixed with a % character, but parameters are given without
355 357 parentheses or quotes.
356 358
357 359 Example: typing ``%cd mydir`` changes your working directory to 'mydir', if it
358 360 exists.
359 361
360 362 If you have 'automagic' enabled (as it by default), you don't need
361 363 to type in the % explicitly. IPython will scan its internal list of
362 364 magic functions and call one if it exists. With automagic on you can
363 365 then just type ``cd mydir`` to go to directory 'mydir'. The automagic
364 366 system has the lowest possible precedence in name searches, so defining
365 367 an identifier with the same name as an existing magic function will
366 368 shadow it for automagic use. You can still access the shadowed magic
367 369 function by explicitly using the % character at the beginning of the line.
368 370
369 371 An example (with automagic on) should clarify all this:
370 372
371 373 .. sourcecode:: ipython
372 374
373 375 In [1]: cd ipython # %cd is called by automagic
374 376
375 377 /home/fperez/ipython
376 378
377 379 In [2]: cd=1 # now cd is just a variable
378 380
379 381 In [3]: cd .. # and doesn't work as a function anymore
380 382
381 383 ------------------------------
382 384
383 385 File "<console>", line 1
384 386
385 387 cd ..
386 388
387 389 ^
388 390
389 391 SyntaxError: invalid syntax
390 392
391 393 In [4]: %cd .. # but %cd always works
392 394
393 395 /home/fperez
394 396
395 397 In [5]: del cd # if you remove the cd variable
396 398
397 399 In [6]: cd ipython # automagic can work again
398 400
399 401 /home/fperez/ipython
400 402
401 403 You can define your own magic functions to extend the system. The
402 404 following example defines a new magic command, %impall:
403 405
404 406 .. sourcecode:: python
405 407
406 408 ip = get_ipython()
407 409
408 410 def doimp(self, arg):
409 411
410 412 ip = self.api
411 413
412 414 ip.ex("import %s; reload(%s); from %s import *" % (
413 415
414 416 arg,arg,arg)
415 417
416 418 )
417 419
418 420 ip.expose_magic('impall', doimp)
419 421
420 422 Type `%magic` for more information, including a list of all available magic
421 423 functions at any time and their docstrings. You can also type
422 424 %magic_function_name? (see :ref:`below <dynamic_object_info` for information on
423 425 the '?' system) to get information about any particular magic function you are
424 426 interested in.
425 427
426 428 The API documentation for the :mod:`IPython.core.magic` module contains the full
427 429 docstrings of all currently available magic commands.
428 430
429 431
430 432 Access to the standard Python help
431 433 ----------------------------------
432 434
433 435 As of Python 2.1, a help system is available with access to object docstrings
434 436 and the Python manuals. Simply type 'help' (no quotes) to access it. You can
435 437 also type help(object) to obtain information about a given object, and
436 438 help('keyword') for information on a keyword. As noted :ref:`here
437 439 <accessing_help>`, you need to properly configure your environment variable
438 440 PYTHONDOCS for this feature to work correctly.
439 441
440 442 .. _dynamic_object_info:
441 443
442 444 Dynamic object information
443 445 --------------------------
444 446
445 447 Typing ``?word`` or ``word?`` prints detailed information about an object. If
446 448 certain strings in the object are too long (docstrings, code, etc.) they get
447 449 snipped in the center for brevity. This system gives access variable types and
448 450 values, full source code for any object (if available), function prototypes and
449 451 other useful information.
450 452
451 453 Typing ``??word`` or ``word??`` gives access to the full information without
452 454 snipping long strings. Long strings are sent to the screen through the
453 455 less pager if longer than the screen and printed otherwise. On systems
454 456 lacking the less command, IPython uses a very basic internal pager.
455 457
456 458 The following magic functions are particularly useful for gathering
457 459 information about your working environment. You can get more details by
458 460 typing ``%magic`` or querying them individually (use %function_name? with or
459 461 without the %), this is just a summary:
460 462
461 463 * **%pdoc <object>**: Print (or run through a pager if too long) the
462 464 docstring for an object. If the given object is a class, it will
463 465 print both the class and the constructor docstrings.
464 466 * **%pdef <object>**: Print the definition header for any callable
465 467 object. If the object is a class, print the constructor information.
466 468 * **%psource <object>**: Print (or run through a pager if too long)
467 469 the source code for an object.
468 470 * **%pfile <object>**: Show the entire source file where an object was
469 471 defined via a pager, opening it at the line where the object
470 472 definition begins.
471 473 * **%who/%whos**: These functions give information about identifiers
472 474 you have defined interactively (not things you loaded or defined
473 475 in your configuration files). %who just prints a list of
474 476 identifiers and %whos prints a table with some basic details about
475 477 each identifier.
476 478
477 479 Note that the dynamic object information functions (?/??, ``%pdoc``,
478 480 ``%pfile``, ``%pdef``, ``%psource``) give you access to documentation even on
479 481 things which are not really defined as separate identifiers. Try for example
480 482 typing {}.get? or after doing import os, type ``os.path.abspath??``.
481 483
482 484 .. _readline:
483 485
484 486 Readline-based features
485 487 -----------------------
486 488
487 489 These features require the GNU readline library, so they won't work if your
488 490 Python installation lacks readline support. We will first describe the default
489 491 behavior IPython uses, and then how to change it to suit your preferences.
490 492
491 493
492 494 Command line completion
493 495 +++++++++++++++++++++++
494 496
495 497 At any time, hitting TAB will complete any available python commands or
496 498 variable names, and show you a list of the possible completions if
497 499 there's no unambiguous one. It will also complete filenames in the
498 500 current directory if no python names match what you've typed so far.
499 501
500 502
501 503 Search command history
502 504 ++++++++++++++++++++++
503 505
504 506 IPython provides two ways for searching through previous input and thus
505 507 reduce the need for repetitive typing:
506 508
507 509 1. Start typing, and then use Ctrl-p (previous,up) and Ctrl-n
508 510 (next,down) to search through only the history items that match
509 511 what you've typed so far. If you use Ctrl-p/Ctrl-n at a blank
510 512 prompt, they just behave like normal arrow keys.
511 513 2. Hit Ctrl-r: opens a search prompt. Begin typing and the system
512 514 searches your history for lines that contain what you've typed so
513 515 far, completing as much as it can.
514 516
515 517
516 518 Persistent command history across sessions
517 519 ++++++++++++++++++++++++++++++++++++++++++
518 520
519 521 IPython will save your input history when it leaves and reload it next
520 522 time you restart it. By default, the history file is named
521 523 $IPYTHON_DIR/profile_<name>/history.sqlite. This allows you to keep
522 524 separate histories related to various tasks: commands related to
523 525 numerical work will not be clobbered by a system shell history, for
524 526 example.
525 527
526 528
527 529 Autoindent
528 530 ++++++++++
529 531
530 532 IPython can recognize lines ending in ':' and indent the next line,
531 533 while also un-indenting automatically after 'raise' or 'return'.
532 534
533 535 This feature uses the readline library, so it will honor your
534 536 :file:`~/.inputrc` configuration (or whatever file your INPUTRC variable points
535 537 to). Adding the following lines to your :file:`.inputrc` file can make
536 538 indenting/unindenting more convenient (M-i indents, M-u unindents)::
537 539
538 540 $if Python
539 541 "\M-i": " "
540 542 "\M-u": "\d\d\d\d"
541 543 $endif
542 544
543 545 Note that there are 4 spaces between the quote marks after "M-i" above.
544 546
545 547 .. warning::
546 548
547 549 Setting the above indents will cause problems with unicode text entry in
548 550 the terminal.
549 551
550 552 .. warning::
551 553
552 554 Autoindent is ON by default, but it can cause problems with the pasting of
553 555 multi-line indented code (the pasted code gets re-indented on each line). A
554 556 magic function %autoindent allows you to toggle it on/off at runtime. You
555 557 can also disable it permanently on in your :file:`ipython_config.py` file
556 558 (set TerminalInteractiveShell.autoindent=False).
557 559
558 560 If you want to paste multiple lines, it is recommended that you use
559 561 ``%paste``.
560 562
561 563
562 564 Customizing readline behavior
563 565 +++++++++++++++++++++++++++++
564 566
565 567 All these features are based on the GNU readline library, which has an
566 568 extremely customizable interface. Normally, readline is configured via a
567 569 file which defines the behavior of the library; the details of the
568 570 syntax for this can be found in the readline documentation available
569 571 with your system or on the Internet. IPython doesn't read this file (if
570 572 it exists) directly, but it does support passing to readline valid
571 573 options via a simple interface. In brief, you can customize readline by
572 setting the following options in your ipythonrc configuration file (note
574 setting the following options in your configuration file (note
573 575 that these options can not be specified at the command line):
574 576
575 577 * **readline_parse_and_bind**: this option can appear as many times as
576 578 you want, each time defining a string to be executed via a
577 579 readline.parse_and_bind() command. The syntax for valid commands
578 580 of this kind can be found by reading the documentation for the GNU
579 581 readline library, as these commands are of the kind which readline
580 582 accepts in its configuration file.
581 583 * **readline_remove_delims**: a string of characters to be removed
582 584 from the default word-delimiters list used by readline, so that
583 585 completions may be performed on strings which contain them. Do not
584 586 change the default value unless you know what you're doing.
585 587 * **readline_omit__names**: when tab-completion is enabled, hitting
586 588 <tab> after a '.' in a name will complete all attributes of an
587 589 object, including all the special methods whose names include
588 590 double underscores (like __getitem__ or __class__). If you'd
589 591 rather not see these names by default, you can set this option to
590 592 1. Note that even when this option is set, you can still see those
591 593 names by explicitly typing a _ after the period and hitting <tab>:
592 594 'name._<tab>' will always complete attribute names starting with '_'.
593 595
594 596 This option is off by default so that new users see all
595 597 attributes of any objects they are dealing with.
596 598
597 You will find the default values along with a corresponding detailed
598 explanation in your ipythonrc file.
599 You will find the default values in your configuration file.
599 600
600 601
601 602 Session logging and restoring
602 603 -----------------------------
603 604
604 605 You can log all input from a session either by starting IPython with the
605 606 command line switch ``--logfile=foo.py`` (see :ref:`here <command_line_options>`)
606 607 or by activating the logging at any moment with the magic function %logstart.
607 608
608 609 Log files can later be reloaded by running them as scripts and IPython
609 610 will attempt to 'replay' the log by executing all the lines in it, thus
610 611 restoring the state of a previous session. This feature is not quite
611 612 perfect, but can still be useful in many cases.
612 613
613 614 The log files can also be used as a way to have a permanent record of
614 615 any code you wrote while experimenting. Log files are regular text files
615 616 which you can later open in your favorite text editor to extract code or
616 617 to 'clean them up' before using them to replay a session.
617 618
618 619 The `%logstart` function for activating logging in mid-session is used as
619 620 follows::
620 621
621 622 %logstart [log_name [log_mode]]
622 623
623 624 If no name is given, it defaults to a file named 'ipython_log.py' in your
624 625 current working directory, in 'rotate' mode (see below).
625 626
626 627 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
627 628 history up to that point and then continues logging.
628 629
629 630 %logstart takes a second optional parameter: logging mode. This can be
630 631 one of (note that the modes are given unquoted):
631 632
632 633 * [over:] overwrite existing log_name.
633 634 * [backup:] rename (if exists) to log_name~ and start log_name.
634 635 * [append:] well, that says it.
635 636 * [rotate:] create rotating logs log_name.1~, log_name.2~, etc.
636 637
637 638 The %logoff and %logon functions allow you to temporarily stop and
638 639 resume logging to a file which had previously been started with
639 640 %logstart. They will fail (with an explanation) if you try to use them
640 641 before logging has been started.
641 642
642 643 .. _system_shell_access:
643 644
644 645 System shell access
645 646 -------------------
646 647
647 648 Any input line beginning with a ! character is passed verbatim (minus
648 649 the !, of course) to the underlying operating system. For example,
649 650 typing ``!ls`` will run 'ls' in the current directory.
650 651
651 652 Manual capture of command output
652 653 --------------------------------
653 654
654 655 If the input line begins with two exclamation marks, !!, the command is
655 656 executed but its output is captured and returned as a python list, split
656 657 on newlines. Any output sent by the subprocess to standard error is
657 658 printed separately, so that the resulting list only captures standard
658 659 output. The !! syntax is a shorthand for the %sx magic command.
659 660
660 661 Finally, the %sc magic (short for 'shell capture') is similar to %sx,
661 662 but allowing more fine-grained control of the capture details, and
662 663 storing the result directly into a named variable. The direct use of
663 664 %sc is now deprecated, and you should ise the ``var = !cmd`` syntax
664 665 instead.
665 666
666 667 IPython also allows you to expand the value of python variables when
667 668 making system calls. Any python variable or expression which you prepend
668 669 with $ will get expanded before the system call is made::
669 670
670 671 In [1]: pyvar='Hello world'
671 672 In [2]: !echo "A python variable: $pyvar"
672 673 A python variable: Hello world
673 674
674 675 If you want the shell to actually see a literal $, you need to type it
675 676 twice::
676 677
677 678 In [3]: !echo "A system variable: $$HOME"
678 679 A system variable: /home/fperez
679 680
680 681 You can pass arbitrary expressions, though you'll need to delimit them
681 682 with {} if there is ambiguity as to the extent of the expression::
682 683
683 684 In [5]: x=10
684 685 In [6]: y=20
685 686 In [13]: !echo $x+y
686 687 10+y
687 688 In [7]: !echo ${x+y}
688 689 30
689 690
690 691 Even object attributes can be expanded::
691 692
692 693 In [12]: !echo $sys.argv
693 694 [/home/fperez/usr/bin/ipython]
694 695
695 696
696 697 System command aliases
697 698 ----------------------
698 699
699 The %alias magic function and the alias option in the ipythonrc
700 configuration file allow you to define magic functions which are in fact
700 The %alias magic functionallows you to define magic functions which are in fact
701 701 system shell commands. These aliases can have parameters.
702 702
703 703 ``%alias alias_name cmd`` defines 'alias_name' as an alias for 'cmd'
704 704
705 705 Then, typing ``%alias_name params`` will execute the system command 'cmd
706 706 params' (from your underlying operating system).
707 707
708 708 You can also define aliases with parameters using %s specifiers (one per
709 709 parameter). The following example defines the %parts function as an
710 710 alias to the command 'echo first %s second %s' where each %s will be
711 711 replaced by a positional parameter to the call to %parts::
712 712
713 713 In [1]: alias parts echo first %s second %s
714 714 In [2]: %parts A B
715 715 first A second B
716 716 In [3]: %parts A
717 717 Incorrect number of arguments: 2 expected.
718 718 parts is an alias to: 'echo first %s second %s'
719 719
720 720 If called with no parameters, %alias prints the table of currently
721 721 defined aliases.
722 722
723 723 The %rehashx magic allows you to load your entire $PATH as
724 724 ipython aliases. See its docstring for further details.
725 725
726 726
727 727 .. _dreload:
728 728
729 729 Recursive reload
730 730 ----------------
731 731
732 732 The dreload function does a recursive reload of a module: changes made
733 733 to the module since you imported will actually be available without
734 734 having to exit.
735 735
736 736
737 737 Verbose and colored exception traceback printouts
738 738 -------------------------------------------------
739 739
740 740 IPython provides the option to see very detailed exception tracebacks,
741 741 which can be especially useful when debugging large programs. You can
742 742 run any Python file with the %run function to benefit from these
743 743 detailed tracebacks. Furthermore, both normal and verbose tracebacks can
744 744 be colored (if your terminal supports it) which makes them much easier
745 745 to parse visually.
746 746
747 747 See the magic xmode and colors functions for details (just type %magic).
748 748
749 749 These features are basically a terminal version of Ka-Ping Yee's cgitb
750 750 module, now part of the standard Python library.
751 751
752 752
753 753 .. _input_caching:
754 754
755 755 Input caching system
756 756 --------------------
757 757
758 758 IPython offers numbered prompts (In/Out) with input and output caching
759 759 (also referred to as 'input history'). All input is saved and can be
760 760 retrieved as variables (besides the usual arrow key recall), in
761 761 addition to the %rep magic command that brings a history entry
762 762 up for editing on the next command line.
763 763
764 764 The following GLOBAL variables always exist (so don't overwrite them!):
765 765
766 766 * _i, _ii, _iii: store previous, next previous and next-next previous inputs.
767 767 * In, _ih : a list of all inputs; _ih[n] is the input from line n. If you
768 768 overwrite In with a variable of your own, you can remake the assignment to the
769 769 internal list with a simple ``In=_ih``.
770 770
771 771 Additionally, global variables named _i<n> are dynamically created (<n>
772 772 being the prompt counter), so ``_i<n> == _ih[<n>] == In[<n>]``.
773 773
774 774 For example, what you typed at prompt 14 is available as _i14, _ih[14]
775 775 and In[14].
776 776
777 777 This allows you to easily cut and paste multi line interactive prompts
778 778 by printing them out: they print like a clean string, without prompt
779 779 characters. You can also manipulate them like regular variables (they
780 780 are strings), modify or exec them (typing ``exec _i9`` will re-execute the
781 781 contents of input prompt 9.
782 782
783 783 You can also re-execute multiple lines of input easily by using the
784 784 magic %macro function (which automates the process and allows
785 785 re-execution without having to type 'exec' every time). The macro system
786 786 also allows you to re-execute previous lines which include magic
787 787 function calls (which require special processing). Type %macro? for more details
788 788 on the macro system.
789 789
790 790 A history function %hist allows you to see any part of your input
791 791 history by printing a range of the _i variables.
792 792
793 793 You can also search ('grep') through your history by typing
794 794 ``%hist -g somestring``. This is handy for searching for URLs, IP addresses,
795 795 etc. You can bring history entries listed by '%hist -g' up for editing
796 796 with the %recall command, or run them immediately with %rerun.
797 797
798 798 .. _output_caching:
799 799
800 800 Output caching system
801 801 ---------------------
802 802
803 803 For output that is returned from actions, a system similar to the input
804 804 cache exists but using _ instead of _i. Only actions that produce a
805 805 result (NOT assignments, for example) are cached. If you are familiar
806 806 with Mathematica, IPython's _ variables behave exactly like
807 807 Mathematica's % variables.
808 808
809 809 The following GLOBAL variables always exist (so don't overwrite them!):
810 810
811 811 * [_] (a single underscore) : stores previous output, like Python's
812 812 default interpreter.
813 813 * [__] (two underscores): next previous.
814 814 * [___] (three underscores): next-next previous.
815 815
816 816 Additionally, global variables named _<n> are dynamically created (<n>
817 817 being the prompt counter), such that the result of output <n> is always
818 818 available as _<n> (don't use the angle brackets, just the number, e.g.
819 819 _21).
820 820
821 821 These global variables are all stored in a global dictionary (not a
822 822 list, since it only has entries for lines which returned a result)
823 823 available under the names _oh and Out (similar to _ih and In). So the
824 824 output from line 12 can be obtained as _12, Out[12] or _oh[12]. If you
825 825 accidentally overwrite the Out variable you can recover it by typing
826 826 'Out=_oh' at the prompt.
827 827
828 828 This system obviously can potentially put heavy memory demands on your
829 829 system, since it prevents Python's garbage collector from removing any
830 830 previously computed results. You can control how many results are kept
831 in memory with the option (at the command line or in your ipythonrc
831 in memory with the option (at the command line or in your configuration
832 832 file) cache_size. If you set it to 0, the whole system is completely
833 833 disabled and the prompts revert to the classic '>>>' of normal Python.
834 834
835 835
836 836 Directory history
837 837 -----------------
838 838
839 839 Your history of visited directories is kept in the global list _dh, and
840 840 the magic %cd command can be used to go to any entry in that list. The
841 841 %dhist command allows you to view this history. Do ``cd -<TAB>`` to
842 842 conveniently view the directory history.
843 843
844 844
845 845 Automatic parentheses and quotes
846 846 --------------------------------
847 847
848 848 These features were adapted from Nathan Gray's LazyPython. They are
849 849 meant to allow less typing for common situations.
850 850
851 851
852 852 Automatic parentheses
853 853 ---------------------
854 854
855 855 Callable objects (i.e. functions, methods, etc) can be invoked like this
856 856 (notice the commas between the arguments)::
857 857
858 858 >>> callable_ob arg1, arg2, arg3
859 859
860 860 and the input will be translated to this::
861 861
862 862 -> callable_ob(arg1, arg2, arg3)
863 863
864 864 You can force automatic parentheses by using '/' as the first character
865 865 of a line. For example::
866 866
867 867 >>> /globals # becomes 'globals()'
868 868
869 869 Note that the '/' MUST be the first character on the line! This won't work::
870 870
871 871 >>> print /globals # syntax error
872 872
873 873 In most cases the automatic algorithm should work, so you should rarely
874 874 need to explicitly invoke /. One notable exception is if you are trying
875 875 to call a function with a list of tuples as arguments (the parenthesis
876 876 will confuse IPython)::
877 877
878 878 In [1]: zip (1,2,3),(4,5,6) # won't work
879 879
880 880 but this will work::
881 881
882 882 In [2]: /zip (1,2,3),(4,5,6)
883 883 ---> zip ((1,2,3),(4,5,6))
884 884 Out[2]= [(1, 4), (2, 5), (3, 6)]
885 885
886 886 IPython tells you that it has altered your command line by displaying
887 887 the new command line preceded by ->. e.g.::
888 888
889 889 In [18]: callable list
890 890 ----> callable (list)
891 891
892 892
893 893 Automatic quoting
894 894 -----------------
895 895
896 896 You can force automatic quoting of a function's arguments by using ','
897 897 or ';' as the first character of a line. For example::
898 898
899 899 >>> ,my_function /home/me # becomes my_function("/home/me")
900 900
901 901 If you use ';' instead, the whole argument is quoted as a single string
902 902 (while ',' splits on whitespace)::
903 903
904 904 >>> ,my_function a b c # becomes my_function("a","b","c")
905 905
906 906 >>> ;my_function a b c # becomes my_function("a b c")
907 907
908 908 Note that the ',' or ';' MUST be the first character on the line! This
909 909 won't work::
910 910
911 911 >>> x = ,my_function /home/me # syntax error
912 912
913 913 IPython as your default Python environment
914 914 ==========================================
915 915
916 916 Python honors the environment variable PYTHONSTARTUP and will execute at
917 917 startup the file referenced by this variable. If you put at the end of
918 918 this file the following two lines of code::
919 919
920 920 from IPython.frontend.terminal.ipapp import launch_new_instance
921 921 launch_new_instance()
922 922 raise SystemExit
923 923
924 924 then IPython will be your working environment anytime you start Python.
925 925 The ``raise SystemExit`` is needed to exit Python when
926 926 it finishes, otherwise you'll be back at the normal Python '>>>'
927 927 prompt.
928 928
929 929 This is probably useful to developers who manage multiple Python
930 930 versions and don't want to have correspondingly multiple IPython
931 931 versions. Note that in this mode, there is no way to pass IPython any
932 932 command-line options, as those are trapped first by Python itself.
933 933
934 934 .. _Embedding:
935 935
936 936 Embedding IPython
937 937 =================
938 938
939 939 It is possible to start an IPython instance inside your own Python
940 940 programs. This allows you to evaluate dynamically the state of your
941 941 code, operate with your variables, analyze them, etc. Note however that
942 942 any changes you make to values while in the shell do not propagate back
943 943 to the running code, so it is safe to modify your values because you
944 944 won't break your code in bizarre ways by doing so.
945 945
946 946 This feature allows you to easily have a fully functional python
947 947 environment for doing object introspection anywhere in your code with a
948 948 simple function call. In some cases a simple print statement is enough,
949 949 but if you need to do more detailed analysis of a code fragment this
950 950 feature can be very valuable.
951 951
952 952 It can also be useful in scientific computing situations where it is
953 953 common to need to do some automatic, computationally intensive part and
954 954 then stop to look at data, plots, etc.
955 955 Opening an IPython instance will give you full access to your data and
956 956 functions, and you can resume program execution once you are done with
957 957 the interactive part (perhaps to stop again later, as many times as
958 958 needed).
959 959
960 960 The following code snippet is the bare minimum you need to include in
961 961 your Python programs for this to work (detailed examples follow later)::
962 962
963 963 from IPython import embed
964 964
965 965 embed() # this call anywhere in your program will start IPython
966 966
967 967 You can run embedded instances even in code which is itself being run at
968 968 the IPython interactive prompt with '%run <filename>'. Since it's easy
969 969 to get lost as to where you are (in your top-level IPython or in your
970 970 embedded one), it's a good idea in such cases to set the in/out prompts
971 971 to something different for the embedded instances. The code examples
972 972 below illustrate this.
973 973
974 974 You can also have multiple IPython instances in your program and open
975 975 them separately, for example with different options for data
976 976 presentation. If you close and open the same instance multiple times,
977 977 its prompt counters simply continue from each execution to the next.
978 978
979 979 Please look at the docstrings in the :mod:`~IPython.frontend.terminal.embed`
980 980 module for more details on the use of this system.
981 981
982 982 The following sample file illustrating how to use the embedding
983 983 functionality is provided in the examples directory as example-embed.py.
984 984 It should be fairly self-explanatory:
985 985
986 986 .. literalinclude:: ../../examples/core/example-embed.py
987 987 :language: python
988 988
989 989 Once you understand how the system functions, you can use the following
990 990 code fragments in your programs which are ready for cut and paste:
991 991
992 992 .. literalinclude:: ../../examples/core/example-embed-short.py
993 993 :language: python
994 994
995 995 Using the Python debugger (pdb)
996 996 ===============================
997 997
998 998 Running entire programs via pdb
999 999 -------------------------------
1000 1000
1001 1001 pdb, the Python debugger, is a powerful interactive debugger which
1002 1002 allows you to step through code, set breakpoints, watch variables,
1003 1003 etc. IPython makes it very easy to start any script under the control
1004 1004 of pdb, regardless of whether you have wrapped it into a 'main()'
1005 1005 function or not. For this, simply type '%run -d myscript' at an
1006 1006 IPython prompt. See the %run command's documentation (via '%run?' or
1007 1007 in Sec. magic_ for more details, including how to control where pdb
1008 1008 will stop execution first.
1009 1009
1010 1010 For more information on the use of the pdb debugger, read the included
1011 1011 pdb.doc file (part of the standard Python distribution). On a stock
1012 1012 Linux system it is located at /usr/lib/python2.3/pdb.doc, but the
1013 1013 easiest way to read it is by using the help() function of the pdb module
1014 1014 as follows (in an IPython prompt)::
1015 1015
1016 1016 In [1]: import pdb
1017 1017 In [2]: pdb.help()
1018 1018
1019 1019 This will load the pdb.doc document in a file viewer for you automatically.
1020 1020
1021 1021
1022 1022 Automatic invocation of pdb on exceptions
1023 1023 -----------------------------------------
1024 1024
1025 1025 IPython, if started with the -pdb option (or if the option is set in
1026 1026 your rc file) can call the Python pdb debugger every time your code
1027 1027 triggers an uncaught exception. This feature
1028 1028 can also be toggled at any time with the %pdb magic command. This can be
1029 1029 extremely useful in order to find the origin of subtle bugs, because pdb
1030 1030 opens up at the point in your code which triggered the exception, and
1031 1031 while your program is at this point 'dead', all the data is still
1032 1032 available and you can walk up and down the stack frame and understand
1033 1033 the origin of the problem.
1034 1034
1035 1035 Furthermore, you can use these debugging facilities both with the
1036 1036 embedded IPython mode and without IPython at all. For an embedded shell
1037 1037 (see sec. Embedding_), simply call the constructor with
1038 1038 '--pdb' in the argument string and automatically pdb will be called if an
1039 1039 uncaught exception is triggered by your code.
1040 1040
1041 1041 For stand-alone use of the feature in your programs which do not use
1042 1042 IPython at all, put the following lines toward the top of your 'main'
1043 1043 routine::
1044 1044
1045 1045 import sys
1046 1046 from IPython.core import ultratb
1047 1047 sys.excepthook = ultratb.FormattedTB(mode='Verbose',
1048 1048 color_scheme='Linux', call_pdb=1)
1049 1049
1050 1050 The mode keyword can be either 'Verbose' or 'Plain', giving either very
1051 1051 detailed or normal tracebacks respectively. The color_scheme keyword can
1052 1052 be one of 'NoColor', 'Linux' (default) or 'LightBG'. These are the same
1053 1053 options which can be set in IPython with -colors and -xmode.
1054 1054
1055 1055 This will give any of your programs detailed, colored tracebacks with
1056 1056 automatic invocation of pdb.
1057 1057
1058 1058
1059 1059 Extensions for syntax processing
1060 1060 ================================
1061 1061
1062 1062 This isn't for the faint of heart, because the potential for breaking
1063 1063 things is quite high. But it can be a very powerful and useful feature.
1064 1064 In a nutshell, you can redefine the way IPython processes the user input
1065 1065 line to accept new, special extensions to the syntax without needing to
1066 1066 change any of IPython's own code.
1067 1067
1068 1068 In the IPython/extensions directory you will find some examples
1069 1069 supplied, which we will briefly describe now. These can be used 'as is'
1070 1070 (and both provide very useful functionality), or you can use them as a
1071 1071 starting point for writing your own extensions.
1072 1072
1073 1073 .. _pasting_with_prompts:
1074 1074
1075 1075 Pasting of code starting with Python or IPython prompts
1076 1076 -------------------------------------------------------
1077 1077
1078 1078 IPython is smart enough to filter out input prompts, be they plain Python ones
1079 1079 (``>>>`` and ``...``) or IPython ones (``In [N]:`` and `` ...:``). You can
1080 1080 therefore copy and paste from existing interactive sessions without worry.
1081 1081
1082 1082 The following is a 'screenshot' of how things work, copying an example from the
1083 1083 standard Python tutorial::
1084 1084
1085 1085 In [1]: >>> # Fibonacci series:
1086 1086
1087 1087 In [2]: ... # the sum of two elements defines the next
1088 1088
1089 1089 In [3]: ... a, b = 0, 1
1090 1090
1091 1091 In [4]: >>> while b < 10:
1092 1092 ...: ... print b
1093 1093 ...: ... a, b = b, a+b
1094 1094 ...:
1095 1095 1
1096 1096 1
1097 1097 2
1098 1098 3
1099 1099 5
1100 1100 8
1101 1101
1102 1102 And pasting from IPython sessions works equally well::
1103 1103
1104 1104 In [1]: In [5]: def f(x):
1105 1105 ...: ...: "A simple function"
1106 1106 ...: ...: return x**2
1107 1107 ...: ...:
1108 1108
1109 1109 In [2]: f(3)
1110 1110 Out[2]: 9
1111 1111
1112 1112 .. _gui_support:
1113 1113
1114 1114 GUI event loop support
1115 1115 ======================
1116 1116
1117 1117 .. versionadded:: 0.11
1118 1118 The ``%gui`` magic and :mod:`IPython.lib.inputhook`.
1119 1119
1120 1120 .. warning::
1121 1121
1122 1122 All GUI support with the ``%gui`` magic, described in this section, applies
1123 1123 only to the plain terminal IPython, *not* to the Qt console. The Qt console
1124 1124 currently only supports GUI interaction via the ``--pylab`` flag, as
1125 1125 explained :ref:`in the matplotlib section <matplotlib_support>`.
1126 1126
1127 1127 We intend to correct this limitation as soon as possible, you can track our
1128 1128 progress at issue #643_.
1129 1129
1130 1130 .. _643: https://github.com/ipython/ipython/issues/643
1131 1131
1132 1132 IPython has excellent support for working interactively with Graphical User
1133 1133 Interface (GUI) toolkits, such as wxPython, PyQt4, PyGTK and Tk. This is
1134 1134 implemented using Python's builtin ``PyOSInputHook`` hook. This implementation
1135 1135 is extremely robust compared to our previous thread-based version. The
1136 1136 advantages of this are:
1137 1137
1138 1138 * GUIs can be enabled and disabled dynamically at runtime.
1139 1139 * The active GUI can be switched dynamically at runtime.
1140 1140 * In some cases, multiple GUIs can run simultaneously with no problems.
1141 1141 * There is a developer API in :mod:`IPython.lib.inputhook` for customizing
1142 1142 all of these things.
1143 1143
1144 1144 For users, enabling GUI event loop integration is simple. You simple use the
1145 1145 ``%gui`` magic as follows::
1146 1146
1147 1147 %gui [GUINAME]
1148 1148
1149 1149 With no arguments, ``%gui`` removes all GUI support. Valid ``GUINAME``
1150 1150 arguments are ``wx``, ``qt4``, ``gtk`` and ``tk``.
1151 1151
1152 1152 Thus, to use wxPython interactively and create a running :class:`wx.App`
1153 1153 object, do::
1154 1154
1155 1155 %gui wx
1156 1156
1157 1157 For information on IPython's Matplotlib integration (and the ``pylab`` mode)
1158 1158 see :ref:`this section <matplotlib_support>`.
1159 1159
1160 1160 For developers that want to use IPython's GUI event loop integration in the
1161 1161 form of a library, these capabilities are exposed in library form in the
1162 1162 :mod:`IPython.lib.inputhook` and :mod:`IPython.lib.guisupport` modules.
1163 1163 Interested developers should see the module docstrings for more information,
1164 1164 but there are a few points that should be mentioned here.
1165 1165
1166 1166 First, the ``PyOSInputHook`` approach only works in command line settings
1167 1167 where readline is activated. As indicated in the warning above, we plan on
1168 1168 improving the integration of GUI event loops with the standalone kernel used by
1169 1169 the Qt console and other frontends (issue 643_).
1170 1170
1171 1171 Second, when using the ``PyOSInputHook`` approach, a GUI application should
1172 1172 *not* start its event loop. Instead all of this is handled by the
1173 1173 ``PyOSInputHook``. This means that applications that are meant to be used both
1174 1174 in IPython and as standalone apps need to have special code to detects how the
1175 1175 application is being run. We highly recommend using IPython's support for this.
1176 1176 Since the details vary slightly between toolkits, we point you to the various
1177 1177 examples in our source directory :file:`docs/examples/lib` that demonstrate
1178 1178 these capabilities.
1179 1179
1180 1180 .. warning::
1181 1181
1182 1182 The WX version of this is currently broken. While ``--pylab=wx`` works
1183 1183 fine, standalone WX apps do not. See
1184 1184 https://github.com/ipython/ipython/issues/645 for details of our progress on
1185 1185 this issue.
1186 1186
1187 1187
1188 1188 Third, unlike previous versions of IPython, we no longer "hijack" (replace
1189 1189 them with no-ops) the event loops. This is done to allow applications that
1190 1190 actually need to run the real event loops to do so. This is often needed to
1191 1191 process pending events at critical points.
1192 1192
1193 1193 Finally, we also have a number of examples in our source directory
1194 1194 :file:`docs/examples/lib` that demonstrate these capabilities.
1195 1195
1196 1196 PyQt and PySide
1197 1197 ---------------
1198 1198
1199 1199 .. attempt at explanation of the complete mess that is Qt support
1200 1200
1201 1201 When you use ``--gui=qt`` or ``--pylab=qt``, IPython can work with either
1202 1202 PyQt4 or PySide. There are three options for configuration here, because
1203 1203 PyQt4 has two APIs for QString and QVariant - v1, which is the default on
1204 1204 Python 2, and the more natural v2, which is the only API supported by PySide.
1205 1205 v2 is also the default for PyQt4 on Python 3. IPython's code for the QtConsole
1206 1206 uses v2, but you can still use any interface in your code, since the
1207 1207 Qt frontend is in a different process.
1208 1208
1209 1209 The default will be to import PyQt4 without configuration of the APIs, thus
1210 1210 matching what most applications would expect. It will fall back of PySide if
1211 1211 PyQt4 is unavailable.
1212 1212
1213 1213 If specified, IPython will respect the environment variable ``QT_API`` used
1214 1214 by ETS. ETS 4.0 also works with both PyQt4 and PySide, but it requires
1215 1215 PyQt4 to use its v2 API. So if ``QT_API=pyside`` PySide will be used,
1216 1216 and if ``QT_API=pyqt`` then PyQt4 will be used *with the v2 API* for
1217 1217 QString and QVariant, so ETS codes like MayaVi will also work with IPython.
1218 1218
1219 1219 If you launch IPython in pylab mode with ``ipython --pylab=qt``, then IPython
1220 1220 will ask matplotlib which Qt library to use (only if QT_API is *not set*), via
1221 1221 the 'backend.qt4' rcParam. If matplotlib is version 1.0.1 or older, then
1222 1222 IPython will always use PyQt4 without setting the v2 APIs, since neither v2
1223 1223 PyQt nor PySide work.
1224 1224
1225 1225 .. warning::
1226 1226
1227 1227 Note that this means for ETS 4 to work with PyQt4, ``QT_API`` *must* be set
1228 1228 to work with IPython's qt integration, because otherwise PyQt4 will be
1229 1229 loaded in an incompatible mode.
1230 1230
1231 1231 It also means that you must *not* have ``QT_API`` set if you want to
1232 1232 use ``--gui=qt`` with code that requires PyQt4 API v1.
1233 1233
1234 1234
1235 1235 .. _matplotlib_support:
1236 1236
1237 1237 Plotting with matplotlib
1238 1238 ========================
1239 1239
1240 1240 `Matplotlib`_ provides high quality 2D and 3D plotting for Python. Matplotlib
1241 1241 can produce plots on screen using a variety of GUI toolkits, including Tk,
1242 1242 PyGTK, PyQt4 and wxPython. It also provides a number of commands useful for
1243 1243 scientific computing, all with a syntax compatible with that of the popular
1244 1244 Matlab program.
1245 1245
1246 1246 To start IPython with matplotlib support, use the ``--pylab`` switch. If no
1247 1247 arguments are given, IPython will automatically detect your choice of
1248 1248 matplotlib backend. You can also request a specific backend with
1249 1249 ``--pylab=backend``, where ``backend`` must be one of: 'tk', 'qt', 'wx', 'gtk',
1250 1250 'osx'.
1251 1251
1252 1252 .. _Matplotlib: http://matplotlib.sourceforge.net
1253 1253
1254 1254 .. _interactive_demos:
1255 1255
1256 1256 Interactive demos with IPython
1257 1257 ==============================
1258 1258
1259 1259 IPython ships with a basic system for running scripts interactively in
1260 1260 sections, useful when presenting code to audiences. A few tags embedded
1261 1261 in comments (so that the script remains valid Python code) divide a file
1262 1262 into separate blocks, and the demo can be run one block at a time, with
1263 1263 IPython printing (with syntax highlighting) the block before executing
1264 1264 it, and returning to the interactive prompt after each block. The
1265 1265 interactive namespace is updated after each block is run with the
1266 1266 contents of the demo's namespace.
1267 1267
1268 1268 This allows you to show a piece of code, run it and then execute
1269 1269 interactively commands based on the variables just created. Once you
1270 1270 want to continue, you simply execute the next block of the demo. The
1271 1271 following listing shows the markup necessary for dividing a script into
1272 1272 sections for execution as a demo:
1273 1273
1274 1274 .. literalinclude:: ../../examples/lib/example-demo.py
1275 1275 :language: python
1276 1276
1277 1277 In order to run a file as a demo, you must first make a Demo object out
1278 1278 of it. If the file is named myscript.py, the following code will make a
1279 1279 demo::
1280 1280
1281 1281 from IPython.lib.demo import Demo
1282 1282
1283 1283 mydemo = Demo('myscript.py')
1284 1284
1285 1285 This creates the mydemo object, whose blocks you run one at a time by
1286 1286 simply calling the object with no arguments. If you have autocall active
1287 1287 in IPython (the default), all you need to do is type::
1288 1288
1289 1289 mydemo
1290 1290
1291 1291 and IPython will call it, executing each block. Demo objects can be
1292 1292 restarted, you can move forward or back skipping blocks, re-execute the
1293 1293 last block, etc. Simply use the Tab key on a demo object to see its
1294 1294 methods, and call '?' on them to see their docstrings for more usage
1295 1295 details. In addition, the demo module itself contains a comprehensive
1296 1296 docstring, which you can access via::
1297 1297
1298 1298 from IPython.lib import demo
1299 1299
1300 1300 demo?
1301 1301
1302 1302 Limitations: It is important to note that these demos are limited to
1303 1303 fairly simple uses. In particular, you can not put division marks in
1304 1304 indented code (loops, if statements, function definitions, etc.)
1305 1305 Supporting something like this would basically require tracking the
1306 1306 internal execution state of the Python interpreter, so only top-level
1307 1307 divisions are allowed. If you want to be able to open an IPython
1308 1308 instance at an arbitrary point in a program, you can use IPython's
1309 1309 embedding facilities, see :func:`IPython.embed` for details.
1310 1310
@@ -1,131 +1,135 b''
1 1 .. _tips:
2 2
3 3 =====================
4 4 IPython Tips & Tricks
5 5 =====================
6 6
7 7 The `IPython cookbook <http://ipython.scipy.org/moin/Cookbook>`_ details more
8 8 things you can do with IPython.
9 9
10 10 .. This is not in the current version:
11 11
12 12
13 13 Embed IPython in your programs
14 14 ------------------------------
15 15
16 16 A few lines of code are enough to load a complete IPython inside your own
17 17 programs, giving you the ability to work with your data interactively after
18 18 automatic processing has been completed. See :ref:`the embedding section <embedding>`.
19 19
20 20 Run doctests
21 21 ------------
22 22
23 23 Run your doctests from within IPython for development and debugging. The
24 24 special %doctest_mode command toggles a mode where the prompt, output and
25 25 exceptions display matches as closely as possible that of the default Python
26 26 interpreter. In addition, this mode allows you to directly paste in code that
27 27 contains leading '>>>' prompts, even if they have extra leading whitespace
28 28 (as is common in doctest files). This combined with the ``%history -t`` call
29 29 to see your translated history allows for an easy doctest workflow, where you
30 30 can go from doctest to interactive execution to pasting into valid Python code
31 31 as needed.
32 32
33 33 Use IPython to present interactive demos
34 34 ----------------------------------------
35 35
36 36 Use the :class:`IPython.lib.demo.Demo` class to load any Python script as an interactive
37 37 demo. With a minimal amount of simple markup, you can control the execution of
38 38 the script, stopping as needed. See :ref:`here <interactive_demos>` for more.
39 39
40 40 Suppress output
41 41 ---------------
42 42
43 43 Put a ';' at the end of a line to suppress the printing of output. This is
44 44 useful when doing calculations which generate long output you are not
45 45 interested in seeing.
46 46
47 47 Lightweight 'version control'
48 48 -----------------------------
49 49
50 50 When you call ``%edit`` with no arguments, IPython opens an empty editor
51 51 with a temporary file, and it returns the contents of your editing
52 52 session as a string variable. Thanks to IPython's output caching
53 53 mechanism, this is automatically stored::
54 54
55 55 In [1]: %edit
56 56
57 57 IPython will make a temporary file named: /tmp/ipython_edit_yR-HCN.py
58 58
59 59 Editing... done. Executing edited code...
60 60
61 61 hello - this is a temporary file
62 62
63 63 Out[1]: "print 'hello - this is a temporary file'\n"
64 64
65 65 Now, if you call ``%edit -p``, IPython tries to open an editor with the
66 66 same data as the last time you used %edit. So if you haven't used %edit
67 67 in the meantime, this same contents will reopen; however, it will be
68 68 done in a new file. This means that if you make changes and you later
69 69 want to find an old version, you can always retrieve it by using its
70 70 output number, via '%edit _NN', where NN is the number of the output
71 71 prompt.
72 72
73 73 Continuing with the example above, this should illustrate this idea::
74 74
75 75 In [2]: edit -p
76 76
77 77 IPython will make a temporary file named: /tmp/ipython_edit_nA09Qk.py
78 78
79 79 Editing... done. Executing edited code...
80 80
81 81 hello - now I made some changes
82 82
83 83 Out[2]: "print 'hello - now I made some changes'\n"
84 84
85 85 In [3]: edit _1
86 86
87 87 IPython will make a temporary file named: /tmp/ipython_edit_gy6-zD.py
88 88
89 89 Editing... done. Executing edited code...
90 90
91 91 hello - this is a temporary file
92 92
93 93 IPython version control at work :)
94 94
95 95 Out[3]: "print 'hello - this is a temporary file'\nprint 'IPython version control at work :)'\n"
96 96
97 97
98 98 This section was written after a contribution by Alexander Belchenko on
99 99 the IPython user list.
100 100
101 101 .. The section below needs to be updated for the new config system.
102 102
103 103 .. Effective logging
104 104 -----------------
105 105
106 106 .. A very useful suggestion sent in by Robert Kern follows:
107 107
108 108 .. I recently happened on a nifty way to keep tidy per-project log files. I
109 109 made a profile for my project (which is called "parkfield")::
110 110
111 111 include ipythonrc
112 112
113 113 # cancel earlier logfile invocation:
114 114
115 115 logfile ''
116 116
117 117 execute import time
118 118
119 119 execute __cmd = '/Users/kern/research/logfiles/parkfield-%s.log rotate'
120 120
121 121 execute __IP.magic_logstart(__cmd % time.strftime('%Y-%m-%d'))
122 122
123 123 .. I also added a shell alias for convenience::
124 124
125 125 alias parkfield="ipython --pylab profile=parkfield"
126 126
127 127 .. Now I have a nice little directory with everything I ever type in,
128 128 organized by project and date.
129 129
130 .. warning::
131
132 This example uses the outdated ipythonrc-style configuration files, which no
133 longer work as of IPython 0.11
130 134
131 135
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