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purged ipythonrc from documentation and docstrings where no longer relevant
Erik Tollerud -
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@@ -1,235 +1,235 b''
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
@@ -1,3498 +1,3498 b''
1 1 # encoding: utf-8
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4
5 5 #-----------------------------------------------------------------------------
6 6 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
7 7 # Copyright (C) 2001-2007 Fernando Perez <fperez@colorado.edu>
8 8 # Copyright (C) 2008-2009 The IPython Development Team
9 9
10 10 # Distributed under the terms of the BSD License. The full license is in
11 11 # the file COPYING, distributed as part of this software.
12 12 #-----------------------------------------------------------------------------
13 13
14 14 #-----------------------------------------------------------------------------
15 15 # Imports
16 16 #-----------------------------------------------------------------------------
17 17
18 18 import __builtin__
19 19 import __future__
20 20 import bdb
21 21 import inspect
22 22 import os
23 23 import sys
24 24 import shutil
25 25 import re
26 26 import time
27 27 import textwrap
28 28 from cStringIO import StringIO
29 29 from getopt import getopt,GetoptError
30 30 from pprint import pformat
31 31 from xmlrpclib import ServerProxy
32 32
33 33 # cProfile was added in Python2.5
34 34 try:
35 35 import cProfile as profile
36 36 import pstats
37 37 except ImportError:
38 38 # profile isn't bundled by default in Debian for license reasons
39 39 try:
40 40 import profile,pstats
41 41 except ImportError:
42 42 profile = pstats = None
43 43
44 44 import IPython
45 45 from IPython.core import debugger, oinspect
46 46 from IPython.core.error import TryNext
47 47 from IPython.core.error import UsageError
48 48 from IPython.core.fakemodule import FakeModule
49 49 from IPython.core.profiledir import ProfileDir
50 50 from IPython.core.macro import Macro
51 51 from IPython.core import page
52 52 from IPython.core.prefilter import ESC_MAGIC
53 53 from IPython.lib.pylabtools import mpl_runner
54 54 from IPython.testing.skipdoctest import skip_doctest
55 55 from IPython.utils.io import file_read, nlprint
56 56 from IPython.utils.path import get_py_filename
57 57 from IPython.utils.process import arg_split, abbrev_cwd
58 58 from IPython.utils.terminal import set_term_title
59 59 from IPython.utils.text import LSString, SList, format_screen
60 60 from IPython.utils.timing import clock, clock2
61 61 from IPython.utils.warn import warn, error
62 62 from IPython.utils.ipstruct import Struct
63 63 import IPython.utils.generics
64 64
65 65 #-----------------------------------------------------------------------------
66 66 # Utility functions
67 67 #-----------------------------------------------------------------------------
68 68
69 69 def on_off(tag):
70 70 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
71 71 return ['OFF','ON'][tag]
72 72
73 73 class Bunch: pass
74 74
75 75 def compress_dhist(dh):
76 76 head, tail = dh[:-10], dh[-10:]
77 77
78 78 newhead = []
79 79 done = set()
80 80 for h in head:
81 81 if h in done:
82 82 continue
83 83 newhead.append(h)
84 84 done.add(h)
85 85
86 86 return newhead + tail
87 87
88 88 def needs_local_scope(func):
89 89 """Decorator to mark magic functions which need to local scope to run."""
90 90 func.needs_local_scope = True
91 91 return func
92 92
93 93 # Used for exception handling in magic_edit
94 94 class MacroToEdit(ValueError): pass
95 95
96 96 #***************************************************************************
97 97 # Main class implementing Magic functionality
98 98
99 99 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
100 100 # on construction of the main InteractiveShell object. Something odd is going
101 101 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
102 102 # eventually this needs to be clarified.
103 103 # BG: This is because InteractiveShell inherits from this, but is itself a
104 104 # Configurable. This messes up the MRO in some way. The fix is that we need to
105 105 # make Magic a configurable that InteractiveShell does not subclass.
106 106
107 107 class Magic:
108 108 """Magic functions for InteractiveShell.
109 109
110 110 Shell functions which can be reached as %function_name. All magic
111 111 functions should accept a string, which they can parse for their own
112 112 needs. This can make some functions easier to type, eg `%cd ../`
113 113 vs. `%cd("../")`
114 114
115 115 ALL definitions MUST begin with the prefix magic_. The user won't need it
116 116 at the command line, but it is is needed in the definition. """
117 117
118 118 # class globals
119 119 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
120 120 'Automagic is ON, % prefix NOT needed for magic functions.']
121 121
122 122 #......................................................................
123 123 # some utility functions
124 124
125 125 def __init__(self,shell):
126 126
127 127 self.options_table = {}
128 128 if profile is None:
129 129 self.magic_prun = self.profile_missing_notice
130 130 self.shell = shell
131 131
132 132 # namespace for holding state we may need
133 133 self._magic_state = Bunch()
134 134
135 135 def profile_missing_notice(self, *args, **kwargs):
136 136 error("""\
137 137 The profile module could not be found. It has been removed from the standard
138 138 python packages because of its non-free license. To use profiling, install the
139 139 python-profiler package from non-free.""")
140 140
141 141 def default_option(self,fn,optstr):
142 142 """Make an entry in the options_table for fn, with value optstr"""
143 143
144 144 if fn not in self.lsmagic():
145 145 error("%s is not a magic function" % fn)
146 146 self.options_table[fn] = optstr
147 147
148 148 def lsmagic(self):
149 149 """Return a list of currently available magic functions.
150 150
151 151 Gives a list of the bare names after mangling (['ls','cd', ...], not
152 152 ['magic_ls','magic_cd',...]"""
153 153
154 154 # FIXME. This needs a cleanup, in the way the magics list is built.
155 155
156 156 # magics in class definition
157 157 class_magic = lambda fn: fn.startswith('magic_') and \
158 158 callable(Magic.__dict__[fn])
159 159 # in instance namespace (run-time user additions)
160 160 inst_magic = lambda fn: fn.startswith('magic_') and \
161 161 callable(self.__dict__[fn])
162 162 # and bound magics by user (so they can access self):
163 163 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
164 164 callable(self.__class__.__dict__[fn])
165 165 magics = filter(class_magic,Magic.__dict__.keys()) + \
166 166 filter(inst_magic,self.__dict__.keys()) + \
167 167 filter(inst_bound_magic,self.__class__.__dict__.keys())
168 168 out = []
169 169 for fn in set(magics):
170 170 out.append(fn.replace('magic_','',1))
171 171 out.sort()
172 172 return out
173 173
174 174 def extract_input_lines(self, range_str, raw=False):
175 175 """Return as a string a set of input history slices.
176 176
177 177 Inputs:
178 178
179 179 - range_str: the set of slices is given as a string, like
180 180 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
181 181 which get their arguments as strings. The number before the / is the
182 182 session number: ~n goes n back from the current session.
183 183
184 184 Optional inputs:
185 185
186 186 - raw(False): by default, the processed input is used. If this is
187 187 true, the raw input history is used instead.
188 188
189 189 Note that slices can be called with two notations:
190 190
191 191 N:M -> standard python form, means including items N...(M-1).
192 192
193 193 N-M -> include items N..M (closed endpoint)."""
194 194 lines = self.shell.history_manager.\
195 195 get_range_by_str(range_str, raw=raw)
196 196 return "\n".join(x for _, _, x in lines)
197 197
198 198 def arg_err(self,func):
199 199 """Print docstring if incorrect arguments were passed"""
200 200 print 'Error in arguments:'
201 201 print oinspect.getdoc(func)
202 202
203 203 def format_latex(self,strng):
204 204 """Format a string for latex inclusion."""
205 205
206 206 # Characters that need to be escaped for latex:
207 207 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
208 208 # Magic command names as headers:
209 209 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
210 210 re.MULTILINE)
211 211 # Magic commands
212 212 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
213 213 re.MULTILINE)
214 214 # Paragraph continue
215 215 par_re = re.compile(r'\\$',re.MULTILINE)
216 216
217 217 # The "\n" symbol
218 218 newline_re = re.compile(r'\\n')
219 219
220 220 # Now build the string for output:
221 221 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
222 222 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
223 223 strng)
224 224 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
225 225 strng = par_re.sub(r'\\\\',strng)
226 226 strng = escape_re.sub(r'\\\1',strng)
227 227 strng = newline_re.sub(r'\\textbackslash{}n',strng)
228 228 return strng
229 229
230 230 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
231 231 """Parse options passed to an argument string.
232 232
233 233 The interface is similar to that of getopt(), but it returns back a
234 234 Struct with the options as keys and the stripped argument string still
235 235 as a string.
236 236
237 237 arg_str is quoted as a true sys.argv vector by using shlex.split.
238 238 This allows us to easily expand variables, glob files, quote
239 239 arguments, etc.
240 240
241 241 Options:
242 242 -mode: default 'string'. If given as 'list', the argument string is
243 243 returned as a list (split on whitespace) instead of a string.
244 244
245 245 -list_all: put all option values in lists. Normally only options
246 246 appearing more than once are put in a list.
247 247
248 248 -posix (True): whether to split the input line in POSIX mode or not,
249 249 as per the conventions outlined in the shlex module from the
250 250 standard library."""
251 251
252 252 # inject default options at the beginning of the input line
253 253 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
254 254 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
255 255
256 256 mode = kw.get('mode','string')
257 257 if mode not in ['string','list']:
258 258 raise ValueError,'incorrect mode given: %s' % mode
259 259 # Get options
260 260 list_all = kw.get('list_all',0)
261 261 posix = kw.get('posix', os.name == 'posix')
262 262
263 263 # Check if we have more than one argument to warrant extra processing:
264 264 odict = {} # Dictionary with options
265 265 args = arg_str.split()
266 266 if len(args) >= 1:
267 267 # If the list of inputs only has 0 or 1 thing in it, there's no
268 268 # need to look for options
269 269 argv = arg_split(arg_str,posix)
270 270 # Do regular option processing
271 271 try:
272 272 opts,args = getopt(argv,opt_str,*long_opts)
273 273 except GetoptError,e:
274 274 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
275 275 " ".join(long_opts)))
276 276 for o,a in opts:
277 277 if o.startswith('--'):
278 278 o = o[2:]
279 279 else:
280 280 o = o[1:]
281 281 try:
282 282 odict[o].append(a)
283 283 except AttributeError:
284 284 odict[o] = [odict[o],a]
285 285 except KeyError:
286 286 if list_all:
287 287 odict[o] = [a]
288 288 else:
289 289 odict[o] = a
290 290
291 291 # Prepare opts,args for return
292 292 opts = Struct(odict)
293 293 if mode == 'string':
294 294 args = ' '.join(args)
295 295
296 296 return opts,args
297 297
298 298 #......................................................................
299 299 # And now the actual magic functions
300 300
301 301 # Functions for IPython shell work (vars,funcs, config, etc)
302 302 def magic_lsmagic(self, parameter_s = ''):
303 303 """List currently available magic functions."""
304 304 mesc = ESC_MAGIC
305 305 print 'Available magic functions:\n'+mesc+\
306 306 (' '+mesc).join(self.lsmagic())
307 307 print '\n' + Magic.auto_status[self.shell.automagic]
308 308 return None
309 309
310 310 def magic_magic(self, parameter_s = ''):
311 311 """Print information about the magic function system.
312 312
313 313 Supported formats: -latex, -brief, -rest
314 314 """
315 315
316 316 mode = ''
317 317 try:
318 318 if parameter_s.split()[0] == '-latex':
319 319 mode = 'latex'
320 320 if parameter_s.split()[0] == '-brief':
321 321 mode = 'brief'
322 322 if parameter_s.split()[0] == '-rest':
323 323 mode = 'rest'
324 324 rest_docs = []
325 325 except:
326 326 pass
327 327
328 328 magic_docs = []
329 329 for fname in self.lsmagic():
330 330 mname = 'magic_' + fname
331 331 for space in (Magic,self,self.__class__):
332 332 try:
333 333 fn = space.__dict__[mname]
334 334 except KeyError:
335 335 pass
336 336 else:
337 337 break
338 338 if mode == 'brief':
339 339 # only first line
340 340 if fn.__doc__:
341 341 fndoc = fn.__doc__.split('\n',1)[0]
342 342 else:
343 343 fndoc = 'No documentation'
344 344 else:
345 345 if fn.__doc__:
346 346 fndoc = fn.__doc__.rstrip()
347 347 else:
348 348 fndoc = 'No documentation'
349 349
350 350
351 351 if mode == 'rest':
352 352 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
353 353 fname,fndoc))
354 354
355 355 else:
356 356 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
357 357 fname,fndoc))
358 358
359 359 magic_docs = ''.join(magic_docs)
360 360
361 361 if mode == 'rest':
362 362 return "".join(rest_docs)
363 363
364 364 if mode == 'latex':
365 365 print self.format_latex(magic_docs)
366 366 return
367 367 else:
368 368 magic_docs = format_screen(magic_docs)
369 369 if mode == 'brief':
370 370 return magic_docs
371 371
372 372 outmsg = """
373 373 IPython's 'magic' functions
374 374 ===========================
375 375
376 376 The magic function system provides a series of functions which allow you to
377 377 control the behavior of IPython itself, plus a lot of system-type
378 378 features. All these functions are prefixed with a % character, but parameters
379 379 are given without parentheses or quotes.
380 380
381 381 NOTE: If you have 'automagic' enabled (via the command line option or with the
382 382 %automagic function), you don't need to type in the % explicitly. By default,
383 383 IPython ships with automagic on, so you should only rarely need the % escape.
384 384
385 385 Example: typing '%cd mydir' (without the quotes) changes you working directory
386 386 to 'mydir', if it exists.
387 387
388 388 For a list of the available magic functions, use %lsmagic. For a description
389 389 of any of them, type %magic_name?, e.g. '%cd?'.
390 390
391 391 Currently the magic system has the following functions:\n"""
392 392
393 393 mesc = ESC_MAGIC
394 394 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
395 395 "\n\n%s%s\n\n%s" % (outmsg,
396 396 magic_docs,mesc,mesc,
397 397 (' '+mesc).join(self.lsmagic()),
398 398 Magic.auto_status[self.shell.automagic] ) )
399 399 page.page(outmsg)
400 400
401 401 def magic_automagic(self, parameter_s = ''):
402 402 """Make magic functions callable without having to type the initial %.
403 403
404 404 Without argumentsl toggles on/off (when off, you must call it as
405 405 %automagic, of course). With arguments it sets the value, and you can
406 406 use any of (case insensitive):
407 407
408 408 - on,1,True: to activate
409 409
410 410 - off,0,False: to deactivate.
411 411
412 412 Note that magic functions have lowest priority, so if there's a
413 413 variable whose name collides with that of a magic fn, automagic won't
414 414 work for that function (you get the variable instead). However, if you
415 415 delete the variable (del var), the previously shadowed magic function
416 416 becomes visible to automagic again."""
417 417
418 418 arg = parameter_s.lower()
419 419 if parameter_s in ('on','1','true'):
420 420 self.shell.automagic = True
421 421 elif parameter_s in ('off','0','false'):
422 422 self.shell.automagic = False
423 423 else:
424 424 self.shell.automagic = not self.shell.automagic
425 425 print '\n' + Magic.auto_status[self.shell.automagic]
426 426
427 427 @skip_doctest
428 428 def magic_autocall(self, parameter_s = ''):
429 429 """Make functions callable without having to type parentheses.
430 430
431 431 Usage:
432 432
433 433 %autocall [mode]
434 434
435 435 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
436 436 value is toggled on and off (remembering the previous state).
437 437
438 438 In more detail, these values mean:
439 439
440 440 0 -> fully disabled
441 441
442 442 1 -> active, but do not apply if there are no arguments on the line.
443 443
444 444 In this mode, you get:
445 445
446 446 In [1]: callable
447 447 Out[1]: <built-in function callable>
448 448
449 449 In [2]: callable 'hello'
450 450 ------> callable('hello')
451 451 Out[2]: False
452 452
453 453 2 -> Active always. Even if no arguments are present, the callable
454 454 object is called:
455 455
456 456 In [2]: float
457 457 ------> float()
458 458 Out[2]: 0.0
459 459
460 460 Note that even with autocall off, you can still use '/' at the start of
461 461 a line to treat the first argument on the command line as a function
462 462 and add parentheses to it:
463 463
464 464 In [8]: /str 43
465 465 ------> str(43)
466 466 Out[8]: '43'
467 467
468 468 # all-random (note for auto-testing)
469 469 """
470 470
471 471 if parameter_s:
472 472 arg = int(parameter_s)
473 473 else:
474 474 arg = 'toggle'
475 475
476 476 if not arg in (0,1,2,'toggle'):
477 477 error('Valid modes: (0->Off, 1->Smart, 2->Full')
478 478 return
479 479
480 480 if arg in (0,1,2):
481 481 self.shell.autocall = arg
482 482 else: # toggle
483 483 if self.shell.autocall:
484 484 self._magic_state.autocall_save = self.shell.autocall
485 485 self.shell.autocall = 0
486 486 else:
487 487 try:
488 488 self.shell.autocall = self._magic_state.autocall_save
489 489 except AttributeError:
490 490 self.shell.autocall = self._magic_state.autocall_save = 1
491 491
492 492 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
493 493
494 494
495 495 def magic_page(self, parameter_s=''):
496 496 """Pretty print the object and display it through a pager.
497 497
498 498 %page [options] OBJECT
499 499
500 500 If no object is given, use _ (last output).
501 501
502 502 Options:
503 503
504 504 -r: page str(object), don't pretty-print it."""
505 505
506 506 # After a function contributed by Olivier Aubert, slightly modified.
507 507
508 508 # Process options/args
509 509 opts,args = self.parse_options(parameter_s,'r')
510 510 raw = 'r' in opts
511 511
512 512 oname = args and args or '_'
513 513 info = self._ofind(oname)
514 514 if info['found']:
515 515 txt = (raw and str or pformat)( info['obj'] )
516 516 page.page(txt)
517 517 else:
518 518 print 'Object `%s` not found' % oname
519 519
520 520 def magic_profile(self, parameter_s=''):
521 521 """Print your currently active IPython profile."""
522 522 print self.shell.profile
523 523
524 524 def magic_pinfo(self, parameter_s='', namespaces=None):
525 525 """Provide detailed information about an object.
526 526
527 527 '%pinfo object' is just a synonym for object? or ?object."""
528 528
529 529 #print 'pinfo par: <%s>' % parameter_s # dbg
530 530
531 531
532 532 # detail_level: 0 -> obj? , 1 -> obj??
533 533 detail_level = 0
534 534 # We need to detect if we got called as 'pinfo pinfo foo', which can
535 535 # happen if the user types 'pinfo foo?' at the cmd line.
536 536 pinfo,qmark1,oname,qmark2 = \
537 537 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
538 538 if pinfo or qmark1 or qmark2:
539 539 detail_level = 1
540 540 if "*" in oname:
541 541 self.magic_psearch(oname)
542 542 else:
543 543 self.shell._inspect('pinfo', oname, detail_level=detail_level,
544 544 namespaces=namespaces)
545 545
546 546 def magic_pinfo2(self, parameter_s='', namespaces=None):
547 547 """Provide extra detailed information about an object.
548 548
549 549 '%pinfo2 object' is just a synonym for object?? or ??object."""
550 550 self.shell._inspect('pinfo', parameter_s, detail_level=1,
551 551 namespaces=namespaces)
552 552
553 553 @skip_doctest
554 554 def magic_pdef(self, parameter_s='', namespaces=None):
555 555 """Print the definition header for any callable object.
556 556
557 557 If the object is a class, print the constructor information.
558 558
559 559 Examples
560 560 --------
561 561 ::
562 562
563 563 In [3]: %pdef urllib.urlopen
564 564 urllib.urlopen(url, data=None, proxies=None)
565 565 """
566 566 self._inspect('pdef',parameter_s, namespaces)
567 567
568 568 def magic_pdoc(self, parameter_s='', namespaces=None):
569 569 """Print the docstring for an object.
570 570
571 571 If the given object is a class, it will print both the class and the
572 572 constructor docstrings."""
573 573 self._inspect('pdoc',parameter_s, namespaces)
574 574
575 575 def magic_psource(self, parameter_s='', namespaces=None):
576 576 """Print (or run through pager) the source code for an object."""
577 577 self._inspect('psource',parameter_s, namespaces)
578 578
579 579 def magic_pfile(self, parameter_s=''):
580 580 """Print (or run through pager) the file where an object is defined.
581 581
582 582 The file opens at the line where the object definition begins. IPython
583 583 will honor the environment variable PAGER if set, and otherwise will
584 584 do its best to print the file in a convenient form.
585 585
586 586 If the given argument is not an object currently defined, IPython will
587 587 try to interpret it as a filename (automatically adding a .py extension
588 588 if needed). You can thus use %pfile as a syntax highlighting code
589 589 viewer."""
590 590
591 591 # first interpret argument as an object name
592 592 out = self._inspect('pfile',parameter_s)
593 593 # if not, try the input as a filename
594 594 if out == 'not found':
595 595 try:
596 596 filename = get_py_filename(parameter_s)
597 597 except IOError,msg:
598 598 print msg
599 599 return
600 600 page.page(self.shell.inspector.format(file(filename).read()))
601 601
602 602 def magic_psearch(self, parameter_s=''):
603 603 """Search for object in namespaces by wildcard.
604 604
605 605 %psearch [options] PATTERN [OBJECT TYPE]
606 606
607 607 Note: ? can be used as a synonym for %psearch, at the beginning or at
608 608 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
609 609 rest of the command line must be unchanged (options come first), so
610 610 for example the following forms are equivalent
611 611
612 612 %psearch -i a* function
613 613 -i a* function?
614 614 ?-i a* function
615 615
616 616 Arguments:
617 617
618 618 PATTERN
619 619
620 620 where PATTERN is a string containing * as a wildcard similar to its
621 621 use in a shell. The pattern is matched in all namespaces on the
622 622 search path. By default objects starting with a single _ are not
623 623 matched, many IPython generated objects have a single
624 624 underscore. The default is case insensitive matching. Matching is
625 625 also done on the attributes of objects and not only on the objects
626 626 in a module.
627 627
628 628 [OBJECT TYPE]
629 629
630 630 Is the name of a python type from the types module. The name is
631 631 given in lowercase without the ending type, ex. StringType is
632 632 written string. By adding a type here only objects matching the
633 633 given type are matched. Using all here makes the pattern match all
634 634 types (this is the default).
635 635
636 636 Options:
637 637
638 638 -a: makes the pattern match even objects whose names start with a
639 639 single underscore. These names are normally ommitted from the
640 640 search.
641 641
642 642 -i/-c: make the pattern case insensitive/sensitive. If neither of
643 these options is given, the default is read from your ipythonrc
644 file. The option name which sets this value is
645 'wildcards_case_sensitive'. If this option is not specified in your
646 ipythonrc file, IPython's internal default is to do a case sensitive
647 search.
643 these options are given, the default is read from your configuration
644 file, with the option name 'wildcards_case_sensitive'. If this option
645 is not specified in your configuration file, IPython's internal
646 default is to do a case sensitive search.
648 647
649 648 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
650 649 specifiy can be searched in any of the following namespaces:
651 650 'builtin', 'user', 'user_global','internal', 'alias', where
652 651 'builtin' and 'user' are the search defaults. Note that you should
653 652 not use quotes when specifying namespaces.
654 653
655 654 'Builtin' contains the python module builtin, 'user' contains all
656 655 user data, 'alias' only contain the shell aliases and no python
657 656 objects, 'internal' contains objects used by IPython. The
658 657 'user_global' namespace is only used by embedded IPython instances,
659 658 and it contains module-level globals. You can add namespaces to the
660 659 search with -s or exclude them with -e (these options can be given
661 660 more than once).
662 661
663 662 Examples:
664 663
665 664 %psearch a* -> objects beginning with an a
666 665 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
667 666 %psearch a* function -> all functions beginning with an a
668 667 %psearch re.e* -> objects beginning with an e in module re
669 668 %psearch r*.e* -> objects that start with e in modules starting in r
670 669 %psearch r*.* string -> all strings in modules beginning with r
671 670
672 671 Case sensitve search:
673 672
674 673 %psearch -c a* list all object beginning with lower case a
675 674
676 675 Show objects beginning with a single _:
677 676
678 677 %psearch -a _* list objects beginning with a single underscore"""
679 678 try:
680 679 parameter_s = parameter_s.encode('ascii')
681 680 except UnicodeEncodeError:
682 681 print 'Python identifiers can only contain ascii characters.'
683 682 return
684 683
685 684 # default namespaces to be searched
686 685 def_search = ['user','builtin']
687 686
688 687 # Process options/args
689 688 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
690 689 opt = opts.get
691 690 shell = self.shell
692 691 psearch = shell.inspector.psearch
693 692
694 693 # select case options
695 694 if opts.has_key('i'):
696 695 ignore_case = True
697 696 elif opts.has_key('c'):
698 697 ignore_case = False
699 698 else:
700 699 ignore_case = not shell.wildcards_case_sensitive
701 700
702 701 # Build list of namespaces to search from user options
703 702 def_search.extend(opt('s',[]))
704 703 ns_exclude = ns_exclude=opt('e',[])
705 704 ns_search = [nm for nm in def_search if nm not in ns_exclude]
706 705
707 706 # Call the actual search
708 707 try:
709 708 psearch(args,shell.ns_table,ns_search,
710 709 show_all=opt('a'),ignore_case=ignore_case)
711 710 except:
712 711 shell.showtraceback()
713 712
714 713 @skip_doctest
715 714 def magic_who_ls(self, parameter_s=''):
716 715 """Return a sorted list of all interactive variables.
717 716
718 717 If arguments are given, only variables of types matching these
719 718 arguments are returned.
720 719
721 720 Examples
722 721 --------
723 722
724 723 Define two variables and list them with who_ls::
725 724
726 725 In [1]: alpha = 123
727 726
728 727 In [2]: beta = 'test'
729 728
730 729 In [3]: %who_ls
731 730 Out[3]: ['alpha', 'beta']
732 731
733 732 In [4]: %who_ls int
734 733 Out[4]: ['alpha']
735 734
736 735 In [5]: %who_ls str
737 736 Out[5]: ['beta']
738 737 """
739 738
740 739 user_ns = self.shell.user_ns
741 740 internal_ns = self.shell.internal_ns
742 741 user_ns_hidden = self.shell.user_ns_hidden
743 742 out = [ i for i in user_ns
744 743 if not i.startswith('_') \
745 744 and not (i in internal_ns or i in user_ns_hidden) ]
746 745
747 746 typelist = parameter_s.split()
748 747 if typelist:
749 748 typeset = set(typelist)
750 749 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
751 750
752 751 out.sort()
753 752 return out
754 753
755 754 @skip_doctest
756 755 def magic_who(self, parameter_s=''):
757 756 """Print all interactive variables, with some minimal formatting.
758 757
759 758 If any arguments are given, only variables whose type matches one of
760 759 these are printed. For example:
761 760
762 761 %who function str
763 762
764 763 will only list functions and strings, excluding all other types of
765 764 variables. To find the proper type names, simply use type(var) at a
766 765 command line to see how python prints type names. For example:
767 766
768 767 In [1]: type('hello')\\
769 768 Out[1]: <type 'str'>
770 769
771 770 indicates that the type name for strings is 'str'.
772 771
773 772 %who always excludes executed names loaded through your configuration
774 773 file and things which are internal to IPython.
775 774
776 775 This is deliberate, as typically you may load many modules and the
777 776 purpose of %who is to show you only what you've manually defined.
778 777
779 778 Examples
780 779 --------
781 780
782 781 Define two variables and list them with who::
783 782
784 783 In [1]: alpha = 123
785 784
786 785 In [2]: beta = 'test'
787 786
788 787 In [3]: %who
789 788 alpha beta
790 789
791 790 In [4]: %who int
792 791 alpha
793 792
794 793 In [5]: %who str
795 794 beta
796 795 """
797 796
798 797 varlist = self.magic_who_ls(parameter_s)
799 798 if not varlist:
800 799 if parameter_s:
801 800 print 'No variables match your requested type.'
802 801 else:
803 802 print 'Interactive namespace is empty.'
804 803 return
805 804
806 805 # if we have variables, move on...
807 806 count = 0
808 807 for i in varlist:
809 808 print i+'\t',
810 809 count += 1
811 810 if count > 8:
812 811 count = 0
813 812 print
814 813 print
815 814
816 815 @skip_doctest
817 816 def magic_whos(self, parameter_s=''):
818 817 """Like %who, but gives some extra information about each variable.
819 818
820 819 The same type filtering of %who can be applied here.
821 820
822 821 For all variables, the type is printed. Additionally it prints:
823 822
824 823 - For {},[],(): their length.
825 824
826 825 - For numpy arrays, a summary with shape, number of
827 826 elements, typecode and size in memory.
828 827
829 828 - Everything else: a string representation, snipping their middle if
830 829 too long.
831 830
832 831 Examples
833 832 --------
834 833
835 834 Define two variables and list them with whos::
836 835
837 836 In [1]: alpha = 123
838 837
839 838 In [2]: beta = 'test'
840 839
841 840 In [3]: %whos
842 841 Variable Type Data/Info
843 842 --------------------------------
844 843 alpha int 123
845 844 beta str test
846 845 """
847 846
848 847 varnames = self.magic_who_ls(parameter_s)
849 848 if not varnames:
850 849 if parameter_s:
851 850 print 'No variables match your requested type.'
852 851 else:
853 852 print 'Interactive namespace is empty.'
854 853 return
855 854
856 855 # if we have variables, move on...
857 856
858 857 # for these types, show len() instead of data:
859 858 seq_types = ['dict', 'list', 'tuple']
860 859
861 860 # for numpy/Numeric arrays, display summary info
862 861 try:
863 862 import numpy
864 863 except ImportError:
865 864 ndarray_type = None
866 865 else:
867 866 ndarray_type = numpy.ndarray.__name__
868 867 try:
869 868 import Numeric
870 869 except ImportError:
871 870 array_type = None
872 871 else:
873 872 array_type = Numeric.ArrayType.__name__
874 873
875 874 # Find all variable names and types so we can figure out column sizes
876 875 def get_vars(i):
877 876 return self.shell.user_ns[i]
878 877
879 878 # some types are well known and can be shorter
880 879 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
881 880 def type_name(v):
882 881 tn = type(v).__name__
883 882 return abbrevs.get(tn,tn)
884 883
885 884 varlist = map(get_vars,varnames)
886 885
887 886 typelist = []
888 887 for vv in varlist:
889 888 tt = type_name(vv)
890 889
891 890 if tt=='instance':
892 891 typelist.append( abbrevs.get(str(vv.__class__),
893 892 str(vv.__class__)))
894 893 else:
895 894 typelist.append(tt)
896 895
897 896 # column labels and # of spaces as separator
898 897 varlabel = 'Variable'
899 898 typelabel = 'Type'
900 899 datalabel = 'Data/Info'
901 900 colsep = 3
902 901 # variable format strings
903 902 vformat = "{0:<{varwidth}}{1:<{typewidth}}"
904 903 aformat = "%s: %s elems, type `%s`, %s bytes"
905 904 # find the size of the columns to format the output nicely
906 905 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
907 906 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
908 907 # table header
909 908 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
910 909 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
911 910 # and the table itself
912 911 kb = 1024
913 912 Mb = 1048576 # kb**2
914 913 for vname,var,vtype in zip(varnames,varlist,typelist):
915 914 print vformat.format(vname, vtype, varwidth=varwidth, typewidth=typewidth),
916 915 if vtype in seq_types:
917 916 print "n="+str(len(var))
918 917 elif vtype in [array_type,ndarray_type]:
919 918 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
920 919 if vtype==ndarray_type:
921 920 # numpy
922 921 vsize = var.size
923 922 vbytes = vsize*var.itemsize
924 923 vdtype = var.dtype
925 924 else:
926 925 # Numeric
927 926 vsize = Numeric.size(var)
928 927 vbytes = vsize*var.itemsize()
929 928 vdtype = var.typecode()
930 929
931 930 if vbytes < 100000:
932 931 print aformat % (vshape,vsize,vdtype,vbytes)
933 932 else:
934 933 print aformat % (vshape,vsize,vdtype,vbytes),
935 934 if vbytes < Mb:
936 935 print '(%s kb)' % (vbytes/kb,)
937 936 else:
938 937 print '(%s Mb)' % (vbytes/Mb,)
939 938 else:
940 939 try:
941 940 vstr = str(var)
942 941 except UnicodeEncodeError:
943 942 vstr = unicode(var).encode(sys.getdefaultencoding(),
944 943 'backslashreplace')
945 944 vstr = vstr.replace('\n','\\n')
946 945 if len(vstr) < 50:
947 946 print vstr
948 947 else:
949 948 print vstr[:25] + "<...>" + vstr[-25:]
950 949
951 950 def magic_reset(self, parameter_s=''):
952 951 """Resets the namespace by removing all names defined by the user.
953 952
954 953 Parameters
955 954 ----------
956 955 -f : force reset without asking for confirmation.
957 956
958 957 -s : 'Soft' reset: Only clears your namespace, leaving history intact.
959 958 References to objects may be kept. By default (without this option),
960 959 we do a 'hard' reset, giving you a new session and removing all
961 960 references to objects from the current session.
962 961
963 962 Examples
964 963 --------
965 964 In [6]: a = 1
966 965
967 966 In [7]: a
968 967 Out[7]: 1
969 968
970 969 In [8]: 'a' in _ip.user_ns
971 970 Out[8]: True
972 971
973 972 In [9]: %reset -f
974 973
975 974 In [1]: 'a' in _ip.user_ns
976 975 Out[1]: False
977 976 """
978 977 opts, args = self.parse_options(parameter_s,'sf')
979 978 if 'f' in opts:
980 979 ans = True
981 980 else:
982 981 ans = self.shell.ask_yes_no(
983 982 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
984 983 if not ans:
985 984 print 'Nothing done.'
986 985 return
987 986
988 987 if 's' in opts: # Soft reset
989 988 user_ns = self.shell.user_ns
990 989 for i in self.magic_who_ls():
991 990 del(user_ns[i])
992 991
993 992 else: # Hard reset
994 993 self.shell.reset(new_session = False)
995 994
996 995
997 996
998 997 def magic_reset_selective(self, parameter_s=''):
999 998 """Resets the namespace by removing names defined by the user.
1000 999
1001 1000 Input/Output history are left around in case you need them.
1002 1001
1003 1002 %reset_selective [-f] regex
1004 1003
1005 1004 No action is taken if regex is not included
1006 1005
1007 1006 Options
1008 1007 -f : force reset without asking for confirmation.
1009 1008
1010 1009 Examples
1011 1010 --------
1012 1011
1013 1012 We first fully reset the namespace so your output looks identical to
1014 1013 this example for pedagogical reasons; in practice you do not need a
1015 1014 full reset.
1016 1015
1017 1016 In [1]: %reset -f
1018 1017
1019 1018 Now, with a clean namespace we can make a few variables and use
1020 1019 %reset_selective to only delete names that match our regexp:
1021 1020
1022 1021 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1023 1022
1024 1023 In [3]: who_ls
1025 1024 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1026 1025
1027 1026 In [4]: %reset_selective -f b[2-3]m
1028 1027
1029 1028 In [5]: who_ls
1030 1029 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1031 1030
1032 1031 In [6]: %reset_selective -f d
1033 1032
1034 1033 In [7]: who_ls
1035 1034 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1036 1035
1037 1036 In [8]: %reset_selective -f c
1038 1037
1039 1038 In [9]: who_ls
1040 1039 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1041 1040
1042 1041 In [10]: %reset_selective -f b
1043 1042
1044 1043 In [11]: who_ls
1045 1044 Out[11]: ['a']
1046 1045 """
1047 1046
1048 1047 opts, regex = self.parse_options(parameter_s,'f')
1049 1048
1050 1049 if opts.has_key('f'):
1051 1050 ans = True
1052 1051 else:
1053 1052 ans = self.shell.ask_yes_no(
1054 1053 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1055 1054 if not ans:
1056 1055 print 'Nothing done.'
1057 1056 return
1058 1057 user_ns = self.shell.user_ns
1059 1058 if not regex:
1060 1059 print 'No regex pattern specified. Nothing done.'
1061 1060 return
1062 1061 else:
1063 1062 try:
1064 1063 m = re.compile(regex)
1065 1064 except TypeError:
1066 1065 raise TypeError('regex must be a string or compiled pattern')
1067 1066 for i in self.magic_who_ls():
1068 1067 if m.search(i):
1069 1068 del(user_ns[i])
1070 1069
1071 1070 def magic_xdel(self, parameter_s=''):
1072 1071 """Delete a variable, trying to clear it from anywhere that
1073 1072 IPython's machinery has references to it. By default, this uses
1074 1073 the identity of the named object in the user namespace to remove
1075 1074 references held under other names. The object is also removed
1076 1075 from the output history.
1077 1076
1078 1077 Options
1079 1078 -n : Delete the specified name from all namespaces, without
1080 1079 checking their identity.
1081 1080 """
1082 1081 opts, varname = self.parse_options(parameter_s,'n')
1083 1082 try:
1084 1083 self.shell.del_var(varname, ('n' in opts))
1085 1084 except (NameError, ValueError) as e:
1086 1085 print type(e).__name__ +": "+ str(e)
1087 1086
1088 1087 def magic_logstart(self,parameter_s=''):
1089 1088 """Start logging anywhere in a session.
1090 1089
1091 1090 %logstart [-o|-r|-t] [log_name [log_mode]]
1092 1091
1093 1092 If no name is given, it defaults to a file named 'ipython_log.py' in your
1094 1093 current directory, in 'rotate' mode (see below).
1095 1094
1096 1095 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1097 1096 history up to that point and then continues logging.
1098 1097
1099 1098 %logstart takes a second optional parameter: logging mode. This can be one
1100 1099 of (note that the modes are given unquoted):\\
1101 1100 append: well, that says it.\\
1102 1101 backup: rename (if exists) to name~ and start name.\\
1103 1102 global: single logfile in your home dir, appended to.\\
1104 1103 over : overwrite existing log.\\
1105 1104 rotate: create rotating logs name.1~, name.2~, etc.
1106 1105
1107 1106 Options:
1108 1107
1109 1108 -o: log also IPython's output. In this mode, all commands which
1110 1109 generate an Out[NN] prompt are recorded to the logfile, right after
1111 1110 their corresponding input line. The output lines are always
1112 1111 prepended with a '#[Out]# ' marker, so that the log remains valid
1113 1112 Python code.
1114 1113
1115 1114 Since this marker is always the same, filtering only the output from
1116 1115 a log is very easy, using for example a simple awk call:
1117 1116
1118 1117 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1119 1118
1120 1119 -r: log 'raw' input. Normally, IPython's logs contain the processed
1121 1120 input, so that user lines are logged in their final form, converted
1122 1121 into valid Python. For example, %Exit is logged as
1123 1122 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1124 1123 exactly as typed, with no transformations applied.
1125 1124
1126 1125 -t: put timestamps before each input line logged (these are put in
1127 1126 comments)."""
1128 1127
1129 1128 opts,par = self.parse_options(parameter_s,'ort')
1130 1129 log_output = 'o' in opts
1131 1130 log_raw_input = 'r' in opts
1132 1131 timestamp = 't' in opts
1133 1132
1134 1133 logger = self.shell.logger
1135 1134
1136 1135 # if no args are given, the defaults set in the logger constructor by
1137 1136 # ipytohn remain valid
1138 1137 if par:
1139 1138 try:
1140 1139 logfname,logmode = par.split()
1141 1140 except:
1142 1141 logfname = par
1143 1142 logmode = 'backup'
1144 1143 else:
1145 1144 logfname = logger.logfname
1146 1145 logmode = logger.logmode
1147 1146 # put logfname into rc struct as if it had been called on the command
1148 1147 # line, so it ends up saved in the log header Save it in case we need
1149 1148 # to restore it...
1150 1149 old_logfile = self.shell.logfile
1151 1150 if logfname:
1152 1151 logfname = os.path.expanduser(logfname)
1153 1152 self.shell.logfile = logfname
1154 1153
1155 1154 loghead = '# IPython log file\n\n'
1156 1155 try:
1157 1156 started = logger.logstart(logfname,loghead,logmode,
1158 1157 log_output,timestamp,log_raw_input)
1159 1158 except:
1160 1159 self.shell.logfile = old_logfile
1161 1160 warn("Couldn't start log: %s" % sys.exc_info()[1])
1162 1161 else:
1163 1162 # log input history up to this point, optionally interleaving
1164 1163 # output if requested
1165 1164
1166 1165 if timestamp:
1167 1166 # disable timestamping for the previous history, since we've
1168 1167 # lost those already (no time machine here).
1169 1168 logger.timestamp = False
1170 1169
1171 1170 if log_raw_input:
1172 1171 input_hist = self.shell.history_manager.input_hist_raw
1173 1172 else:
1174 1173 input_hist = self.shell.history_manager.input_hist_parsed
1175 1174
1176 1175 if log_output:
1177 1176 log_write = logger.log_write
1178 1177 output_hist = self.shell.history_manager.output_hist
1179 1178 for n in range(1,len(input_hist)-1):
1180 1179 log_write(input_hist[n].rstrip() + '\n')
1181 1180 if n in output_hist:
1182 1181 log_write(repr(output_hist[n]),'output')
1183 1182 else:
1184 1183 logger.log_write('\n'.join(input_hist[1:]))
1185 1184 logger.log_write('\n')
1186 1185 if timestamp:
1187 1186 # re-enable timestamping
1188 1187 logger.timestamp = True
1189 1188
1190 1189 print ('Activating auto-logging. '
1191 1190 'Current session state plus future input saved.')
1192 1191 logger.logstate()
1193 1192
1194 1193 def magic_logstop(self,parameter_s=''):
1195 1194 """Fully stop logging and close log file.
1196 1195
1197 1196 In order to start logging again, a new %logstart call needs to be made,
1198 1197 possibly (though not necessarily) with a new filename, mode and other
1199 1198 options."""
1200 1199 self.logger.logstop()
1201 1200
1202 1201 def magic_logoff(self,parameter_s=''):
1203 1202 """Temporarily stop logging.
1204 1203
1205 1204 You must have previously started logging."""
1206 1205 self.shell.logger.switch_log(0)
1207 1206
1208 1207 def magic_logon(self,parameter_s=''):
1209 1208 """Restart logging.
1210 1209
1211 1210 This function is for restarting logging which you've temporarily
1212 1211 stopped with %logoff. For starting logging for the first time, you
1213 1212 must use the %logstart function, which allows you to specify an
1214 1213 optional log filename."""
1215 1214
1216 1215 self.shell.logger.switch_log(1)
1217 1216
1218 1217 def magic_logstate(self,parameter_s=''):
1219 1218 """Print the status of the logging system."""
1220 1219
1221 1220 self.shell.logger.logstate()
1222 1221
1223 1222 def magic_pdb(self, parameter_s=''):
1224 1223 """Control the automatic calling of the pdb interactive debugger.
1225 1224
1226 1225 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1227 1226 argument it works as a toggle.
1228 1227
1229 1228 When an exception is triggered, IPython can optionally call the
1230 1229 interactive pdb debugger after the traceback printout. %pdb toggles
1231 1230 this feature on and off.
1232 1231
1233 The initial state of this feature is set in your ipythonrc
1234 configuration file (the variable is called 'pdb').
1232 The initial state of this feature is set in your configuration
1233 file (the option is called 'pdb').
1235 1234
1236 1235 If you want to just activate the debugger AFTER an exception has fired,
1237 1236 without having to type '%pdb on' and rerunning your code, you can use
1238 1237 the %debug magic."""
1239 1238
1240 1239 par = parameter_s.strip().lower()
1241 1240
1242 1241 if par:
1243 1242 try:
1244 1243 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1245 1244 except KeyError:
1246 1245 print ('Incorrect argument. Use on/1, off/0, '
1247 1246 'or nothing for a toggle.')
1248 1247 return
1249 1248 else:
1250 1249 # toggle
1251 1250 new_pdb = not self.shell.call_pdb
1252 1251
1253 1252 # set on the shell
1254 1253 self.shell.call_pdb = new_pdb
1255 1254 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1256 1255
1257 1256 def magic_debug(self, parameter_s=''):
1258 1257 """Activate the interactive debugger in post-mortem mode.
1259 1258
1260 1259 If an exception has just occurred, this lets you inspect its stack
1261 1260 frames interactively. Note that this will always work only on the last
1262 1261 traceback that occurred, so you must call this quickly after an
1263 1262 exception that you wish to inspect has fired, because if another one
1264 1263 occurs, it clobbers the previous one.
1265 1264
1266 1265 If you want IPython to automatically do this on every exception, see
1267 1266 the %pdb magic for more details.
1268 1267 """
1269 1268 self.shell.debugger(force=True)
1270 1269
1271 1270 @skip_doctest
1272 1271 def magic_prun(self, parameter_s ='',user_mode=1,
1273 1272 opts=None,arg_lst=None,prog_ns=None):
1274 1273
1275 1274 """Run a statement through the python code profiler.
1276 1275
1277 1276 Usage:
1278 1277 %prun [options] statement
1279 1278
1280 1279 The given statement (which doesn't require quote marks) is run via the
1281 1280 python profiler in a manner similar to the profile.run() function.
1282 1281 Namespaces are internally managed to work correctly; profile.run
1283 1282 cannot be used in IPython because it makes certain assumptions about
1284 1283 namespaces which do not hold under IPython.
1285 1284
1286 1285 Options:
1287 1286
1288 1287 -l <limit>: you can place restrictions on what or how much of the
1289 1288 profile gets printed. The limit value can be:
1290 1289
1291 1290 * A string: only information for function names containing this string
1292 1291 is printed.
1293 1292
1294 1293 * An integer: only these many lines are printed.
1295 1294
1296 1295 * A float (between 0 and 1): this fraction of the report is printed
1297 1296 (for example, use a limit of 0.4 to see the topmost 40% only).
1298 1297
1299 1298 You can combine several limits with repeated use of the option. For
1300 1299 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1301 1300 information about class constructors.
1302 1301
1303 1302 -r: return the pstats.Stats object generated by the profiling. This
1304 1303 object has all the information about the profile in it, and you can
1305 1304 later use it for further analysis or in other functions.
1306 1305
1307 1306 -s <key>: sort profile by given key. You can provide more than one key
1308 1307 by using the option several times: '-s key1 -s key2 -s key3...'. The
1309 1308 default sorting key is 'time'.
1310 1309
1311 1310 The following is copied verbatim from the profile documentation
1312 1311 referenced below:
1313 1312
1314 1313 When more than one key is provided, additional keys are used as
1315 1314 secondary criteria when the there is equality in all keys selected
1316 1315 before them.
1317 1316
1318 1317 Abbreviations can be used for any key names, as long as the
1319 1318 abbreviation is unambiguous. The following are the keys currently
1320 1319 defined:
1321 1320
1322 1321 Valid Arg Meaning
1323 1322 "calls" call count
1324 1323 "cumulative" cumulative time
1325 1324 "file" file name
1326 1325 "module" file name
1327 1326 "pcalls" primitive call count
1328 1327 "line" line number
1329 1328 "name" function name
1330 1329 "nfl" name/file/line
1331 1330 "stdname" standard name
1332 1331 "time" internal time
1333 1332
1334 1333 Note that all sorts on statistics are in descending order (placing
1335 1334 most time consuming items first), where as name, file, and line number
1336 1335 searches are in ascending order (i.e., alphabetical). The subtle
1337 1336 distinction between "nfl" and "stdname" is that the standard name is a
1338 1337 sort of the name as printed, which means that the embedded line
1339 1338 numbers get compared in an odd way. For example, lines 3, 20, and 40
1340 1339 would (if the file names were the same) appear in the string order
1341 1340 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1342 1341 line numbers. In fact, sort_stats("nfl") is the same as
1343 1342 sort_stats("name", "file", "line").
1344 1343
1345 1344 -T <filename>: save profile results as shown on screen to a text
1346 1345 file. The profile is still shown on screen.
1347 1346
1348 1347 -D <filename>: save (via dump_stats) profile statistics to given
1349 1348 filename. This data is in a format understod by the pstats module, and
1350 1349 is generated by a call to the dump_stats() method of profile
1351 1350 objects. The profile is still shown on screen.
1352 1351
1353 1352 If you want to run complete programs under the profiler's control, use
1354 1353 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1355 1354 contains profiler specific options as described here.
1356 1355
1357 1356 You can read the complete documentation for the profile module with::
1358 1357
1359 1358 In [1]: import profile; profile.help()
1360 1359 """
1361 1360
1362 1361 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1363 1362 # protect user quote marks
1364 1363 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1365 1364
1366 1365 if user_mode: # regular user call
1367 1366 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1368 1367 list_all=1)
1369 1368 namespace = self.shell.user_ns
1370 1369 else: # called to run a program by %run -p
1371 1370 try:
1372 1371 filename = get_py_filename(arg_lst[0])
1373 1372 except IOError,msg:
1374 1373 error(msg)
1375 1374 return
1376 1375
1377 1376 arg_str = 'execfile(filename,prog_ns)'
1378 1377 namespace = locals()
1379 1378
1380 1379 opts.merge(opts_def)
1381 1380
1382 1381 prof = profile.Profile()
1383 1382 try:
1384 1383 prof = prof.runctx(arg_str,namespace,namespace)
1385 1384 sys_exit = ''
1386 1385 except SystemExit:
1387 1386 sys_exit = """*** SystemExit exception caught in code being profiled."""
1388 1387
1389 1388 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1390 1389
1391 1390 lims = opts.l
1392 1391 if lims:
1393 1392 lims = [] # rebuild lims with ints/floats/strings
1394 1393 for lim in opts.l:
1395 1394 try:
1396 1395 lims.append(int(lim))
1397 1396 except ValueError:
1398 1397 try:
1399 1398 lims.append(float(lim))
1400 1399 except ValueError:
1401 1400 lims.append(lim)
1402 1401
1403 1402 # Trap output.
1404 1403 stdout_trap = StringIO()
1405 1404
1406 1405 if hasattr(stats,'stream'):
1407 1406 # In newer versions of python, the stats object has a 'stream'
1408 1407 # attribute to write into.
1409 1408 stats.stream = stdout_trap
1410 1409 stats.print_stats(*lims)
1411 1410 else:
1412 1411 # For older versions, we manually redirect stdout during printing
1413 1412 sys_stdout = sys.stdout
1414 1413 try:
1415 1414 sys.stdout = stdout_trap
1416 1415 stats.print_stats(*lims)
1417 1416 finally:
1418 1417 sys.stdout = sys_stdout
1419 1418
1420 1419 output = stdout_trap.getvalue()
1421 1420 output = output.rstrip()
1422 1421
1423 1422 page.page(output)
1424 1423 print sys_exit,
1425 1424
1426 1425 dump_file = opts.D[0]
1427 1426 text_file = opts.T[0]
1428 1427 if dump_file:
1429 1428 prof.dump_stats(dump_file)
1430 1429 print '\n*** Profile stats marshalled to file',\
1431 1430 `dump_file`+'.',sys_exit
1432 1431 if text_file:
1433 1432 pfile = file(text_file,'w')
1434 1433 pfile.write(output)
1435 1434 pfile.close()
1436 1435 print '\n*** Profile printout saved to text file',\
1437 1436 `text_file`+'.',sys_exit
1438 1437
1439 1438 if opts.has_key('r'):
1440 1439 return stats
1441 1440 else:
1442 1441 return None
1443 1442
1444 1443 @skip_doctest
1445 1444 def magic_run(self, parameter_s ='',runner=None,
1446 1445 file_finder=get_py_filename):
1447 1446 """Run the named file inside IPython as a program.
1448 1447
1449 1448 Usage:\\
1450 1449 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1451 1450
1452 1451 Parameters after the filename are passed as command-line arguments to
1453 1452 the program (put in sys.argv). Then, control returns to IPython's
1454 1453 prompt.
1455 1454
1456 1455 This is similar to running at a system prompt:\\
1457 1456 $ python file args\\
1458 1457 but with the advantage of giving you IPython's tracebacks, and of
1459 1458 loading all variables into your interactive namespace for further use
1460 1459 (unless -p is used, see below).
1461 1460
1462 1461 The file is executed in a namespace initially consisting only of
1463 1462 __name__=='__main__' and sys.argv constructed as indicated. It thus
1464 1463 sees its environment as if it were being run as a stand-alone program
1465 1464 (except for sharing global objects such as previously imported
1466 1465 modules). But after execution, the IPython interactive namespace gets
1467 1466 updated with all variables defined in the program (except for __name__
1468 1467 and sys.argv). This allows for very convenient loading of code for
1469 1468 interactive work, while giving each program a 'clean sheet' to run in.
1470 1469
1471 1470 Options:
1472 1471
1473 1472 -n: __name__ is NOT set to '__main__', but to the running file's name
1474 1473 without extension (as python does under import). This allows running
1475 1474 scripts and reloading the definitions in them without calling code
1476 1475 protected by an ' if __name__ == "__main__" ' clause.
1477 1476
1478 1477 -i: run the file in IPython's namespace instead of an empty one. This
1479 1478 is useful if you are experimenting with code written in a text editor
1480 1479 which depends on variables defined interactively.
1481 1480
1482 1481 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1483 1482 being run. This is particularly useful if IPython is being used to
1484 1483 run unittests, which always exit with a sys.exit() call. In such
1485 1484 cases you are interested in the output of the test results, not in
1486 1485 seeing a traceback of the unittest module.
1487 1486
1488 1487 -t: print timing information at the end of the run. IPython will give
1489 1488 you an estimated CPU time consumption for your script, which under
1490 1489 Unix uses the resource module to avoid the wraparound problems of
1491 1490 time.clock(). Under Unix, an estimate of time spent on system tasks
1492 1491 is also given (for Windows platforms this is reported as 0.0).
1493 1492
1494 1493 If -t is given, an additional -N<N> option can be given, where <N>
1495 1494 must be an integer indicating how many times you want the script to
1496 1495 run. The final timing report will include total and per run results.
1497 1496
1498 1497 For example (testing the script uniq_stable.py):
1499 1498
1500 1499 In [1]: run -t uniq_stable
1501 1500
1502 1501 IPython CPU timings (estimated):\\
1503 1502 User : 0.19597 s.\\
1504 1503 System: 0.0 s.\\
1505 1504
1506 1505 In [2]: run -t -N5 uniq_stable
1507 1506
1508 1507 IPython CPU timings (estimated):\\
1509 1508 Total runs performed: 5\\
1510 1509 Times : Total Per run\\
1511 1510 User : 0.910862 s, 0.1821724 s.\\
1512 1511 System: 0.0 s, 0.0 s.
1513 1512
1514 1513 -d: run your program under the control of pdb, the Python debugger.
1515 1514 This allows you to execute your program step by step, watch variables,
1516 1515 etc. Internally, what IPython does is similar to calling:
1517 1516
1518 1517 pdb.run('execfile("YOURFILENAME")')
1519 1518
1520 1519 with a breakpoint set on line 1 of your file. You can change the line
1521 1520 number for this automatic breakpoint to be <N> by using the -bN option
1522 1521 (where N must be an integer). For example:
1523 1522
1524 1523 %run -d -b40 myscript
1525 1524
1526 1525 will set the first breakpoint at line 40 in myscript.py. Note that
1527 1526 the first breakpoint must be set on a line which actually does
1528 1527 something (not a comment or docstring) for it to stop execution.
1529 1528
1530 1529 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1531 1530 first enter 'c' (without qoutes) to start execution up to the first
1532 1531 breakpoint.
1533 1532
1534 1533 Entering 'help' gives information about the use of the debugger. You
1535 1534 can easily see pdb's full documentation with "import pdb;pdb.help()"
1536 1535 at a prompt.
1537 1536
1538 1537 -p: run program under the control of the Python profiler module (which
1539 1538 prints a detailed report of execution times, function calls, etc).
1540 1539
1541 1540 You can pass other options after -p which affect the behavior of the
1542 1541 profiler itself. See the docs for %prun for details.
1543 1542
1544 1543 In this mode, the program's variables do NOT propagate back to the
1545 1544 IPython interactive namespace (because they remain in the namespace
1546 1545 where the profiler executes them).
1547 1546
1548 1547 Internally this triggers a call to %prun, see its documentation for
1549 1548 details on the options available specifically for profiling.
1550 1549
1551 1550 There is one special usage for which the text above doesn't apply:
1552 1551 if the filename ends with .ipy, the file is run as ipython script,
1553 1552 just as if the commands were written on IPython prompt.
1554 1553 """
1555 1554
1556 1555 # get arguments and set sys.argv for program to be run.
1557 1556 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1558 1557 mode='list',list_all=1)
1559 1558
1560 1559 try:
1561 1560 filename = file_finder(arg_lst[0])
1562 1561 except IndexError:
1563 1562 warn('you must provide at least a filename.')
1564 1563 print '\n%run:\n',oinspect.getdoc(self.magic_run)
1565 1564 return
1566 1565 except IOError,msg:
1567 1566 error(msg)
1568 1567 return
1569 1568
1570 1569 if filename.lower().endswith('.ipy'):
1571 1570 self.shell.safe_execfile_ipy(filename)
1572 1571 return
1573 1572
1574 1573 # Control the response to exit() calls made by the script being run
1575 1574 exit_ignore = opts.has_key('e')
1576 1575
1577 1576 # Make sure that the running script gets a proper sys.argv as if it
1578 1577 # were run from a system shell.
1579 1578 save_argv = sys.argv # save it for later restoring
1580 1579
1581 1580 # simulate shell expansion on arguments, at least tilde expansion
1582 1581 args = [ os.path.expanduser(a) for a in arg_lst[1:] ]
1583 1582
1584 1583 sys.argv = [filename]+ args # put in the proper filename
1585 1584
1586 1585 if opts.has_key('i'):
1587 1586 # Run in user's interactive namespace
1588 1587 prog_ns = self.shell.user_ns
1589 1588 __name__save = self.shell.user_ns['__name__']
1590 1589 prog_ns['__name__'] = '__main__'
1591 1590 main_mod = self.shell.new_main_mod(prog_ns)
1592 1591 else:
1593 1592 # Run in a fresh, empty namespace
1594 1593 if opts.has_key('n'):
1595 1594 name = os.path.splitext(os.path.basename(filename))[0]
1596 1595 else:
1597 1596 name = '__main__'
1598 1597
1599 1598 main_mod = self.shell.new_main_mod()
1600 1599 prog_ns = main_mod.__dict__
1601 1600 prog_ns['__name__'] = name
1602 1601
1603 1602 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1604 1603 # set the __file__ global in the script's namespace
1605 1604 prog_ns['__file__'] = filename
1606 1605
1607 1606 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1608 1607 # that, if we overwrite __main__, we replace it at the end
1609 1608 main_mod_name = prog_ns['__name__']
1610 1609
1611 1610 if main_mod_name == '__main__':
1612 1611 restore_main = sys.modules['__main__']
1613 1612 else:
1614 1613 restore_main = False
1615 1614
1616 1615 # This needs to be undone at the end to prevent holding references to
1617 1616 # every single object ever created.
1618 1617 sys.modules[main_mod_name] = main_mod
1619 1618
1620 1619 try:
1621 1620 stats = None
1622 1621 with self.readline_no_record:
1623 1622 if opts.has_key('p'):
1624 1623 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1625 1624 else:
1626 1625 if opts.has_key('d'):
1627 1626 deb = debugger.Pdb(self.shell.colors)
1628 1627 # reset Breakpoint state, which is moronically kept
1629 1628 # in a class
1630 1629 bdb.Breakpoint.next = 1
1631 1630 bdb.Breakpoint.bplist = {}
1632 1631 bdb.Breakpoint.bpbynumber = [None]
1633 1632 # Set an initial breakpoint to stop execution
1634 1633 maxtries = 10
1635 1634 bp = int(opts.get('b',[1])[0])
1636 1635 checkline = deb.checkline(filename,bp)
1637 1636 if not checkline:
1638 1637 for bp in range(bp+1,bp+maxtries+1):
1639 1638 if deb.checkline(filename,bp):
1640 1639 break
1641 1640 else:
1642 1641 msg = ("\nI failed to find a valid line to set "
1643 1642 "a breakpoint\n"
1644 1643 "after trying up to line: %s.\n"
1645 1644 "Please set a valid breakpoint manually "
1646 1645 "with the -b option." % bp)
1647 1646 error(msg)
1648 1647 return
1649 1648 # if we find a good linenumber, set the breakpoint
1650 1649 deb.do_break('%s:%s' % (filename,bp))
1651 1650 # Start file run
1652 1651 print "NOTE: Enter 'c' at the",
1653 1652 print "%s prompt to start your script." % deb.prompt
1654 1653 try:
1655 1654 deb.run('execfile("%s")' % filename,prog_ns)
1656 1655
1657 1656 except:
1658 1657 etype, value, tb = sys.exc_info()
1659 1658 # Skip three frames in the traceback: the %run one,
1660 1659 # one inside bdb.py, and the command-line typed by the
1661 1660 # user (run by exec in pdb itself).
1662 1661 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1663 1662 else:
1664 1663 if runner is None:
1665 1664 runner = self.shell.safe_execfile
1666 1665 if opts.has_key('t'):
1667 1666 # timed execution
1668 1667 try:
1669 1668 nruns = int(opts['N'][0])
1670 1669 if nruns < 1:
1671 1670 error('Number of runs must be >=1')
1672 1671 return
1673 1672 except (KeyError):
1674 1673 nruns = 1
1675 1674 twall0 = time.time()
1676 1675 if nruns == 1:
1677 1676 t0 = clock2()
1678 1677 runner(filename,prog_ns,prog_ns,
1679 1678 exit_ignore=exit_ignore)
1680 1679 t1 = clock2()
1681 1680 t_usr = t1[0]-t0[0]
1682 1681 t_sys = t1[1]-t0[1]
1683 1682 print "\nIPython CPU timings (estimated):"
1684 1683 print " User : %10.2f s." % t_usr
1685 1684 print " System : %10.2f s." % t_sys
1686 1685 else:
1687 1686 runs = range(nruns)
1688 1687 t0 = clock2()
1689 1688 for nr in runs:
1690 1689 runner(filename,prog_ns,prog_ns,
1691 1690 exit_ignore=exit_ignore)
1692 1691 t1 = clock2()
1693 1692 t_usr = t1[0]-t0[0]
1694 1693 t_sys = t1[1]-t0[1]
1695 1694 print "\nIPython CPU timings (estimated):"
1696 1695 print "Total runs performed:",nruns
1697 1696 print " Times : %10.2f %10.2f" % ('Total','Per run')
1698 1697 print " User : %10.2f s, %10.2f s." % (t_usr,t_usr/nruns)
1699 1698 print " System : %10.2f s, %10.2f s." % (t_sys,t_sys/nruns)
1700 1699 twall1 = time.time()
1701 1700 print "Wall time: %10.2f s." % (twall1-twall0)
1702 1701
1703 1702 else:
1704 1703 # regular execution
1705 1704 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1706 1705
1707 1706 if opts.has_key('i'):
1708 1707 self.shell.user_ns['__name__'] = __name__save
1709 1708 else:
1710 1709 # The shell MUST hold a reference to prog_ns so after %run
1711 1710 # exits, the python deletion mechanism doesn't zero it out
1712 1711 # (leaving dangling references).
1713 1712 self.shell.cache_main_mod(prog_ns,filename)
1714 1713 # update IPython interactive namespace
1715 1714
1716 1715 # Some forms of read errors on the file may mean the
1717 1716 # __name__ key was never set; using pop we don't have to
1718 1717 # worry about a possible KeyError.
1719 1718 prog_ns.pop('__name__', None)
1720 1719
1721 1720 self.shell.user_ns.update(prog_ns)
1722 1721 finally:
1723 1722 # It's a bit of a mystery why, but __builtins__ can change from
1724 1723 # being a module to becoming a dict missing some key data after
1725 1724 # %run. As best I can see, this is NOT something IPython is doing
1726 1725 # at all, and similar problems have been reported before:
1727 1726 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1728 1727 # Since this seems to be done by the interpreter itself, the best
1729 1728 # we can do is to at least restore __builtins__ for the user on
1730 1729 # exit.
1731 1730 self.shell.user_ns['__builtins__'] = __builtin__
1732 1731
1733 1732 # Ensure key global structures are restored
1734 1733 sys.argv = save_argv
1735 1734 if restore_main:
1736 1735 sys.modules['__main__'] = restore_main
1737 1736 else:
1738 1737 # Remove from sys.modules the reference to main_mod we'd
1739 1738 # added. Otherwise it will trap references to objects
1740 1739 # contained therein.
1741 1740 del sys.modules[main_mod_name]
1742 1741
1743 1742 return stats
1744 1743
1745 1744 @skip_doctest
1746 1745 def magic_timeit(self, parameter_s =''):
1747 1746 """Time execution of a Python statement or expression
1748 1747
1749 1748 Usage:\\
1750 1749 %timeit [-n<N> -r<R> [-t|-c]] statement
1751 1750
1752 1751 Time execution of a Python statement or expression using the timeit
1753 1752 module.
1754 1753
1755 1754 Options:
1756 1755 -n<N>: execute the given statement <N> times in a loop. If this value
1757 1756 is not given, a fitting value is chosen.
1758 1757
1759 1758 -r<R>: repeat the loop iteration <R> times and take the best result.
1760 1759 Default: 3
1761 1760
1762 1761 -t: use time.time to measure the time, which is the default on Unix.
1763 1762 This function measures wall time.
1764 1763
1765 1764 -c: use time.clock to measure the time, which is the default on
1766 1765 Windows and measures wall time. On Unix, resource.getrusage is used
1767 1766 instead and returns the CPU user time.
1768 1767
1769 1768 -p<P>: use a precision of <P> digits to display the timing result.
1770 1769 Default: 3
1771 1770
1772 1771
1773 1772 Examples:
1774 1773
1775 1774 In [1]: %timeit pass
1776 1775 10000000 loops, best of 3: 53.3 ns per loop
1777 1776
1778 1777 In [2]: u = None
1779 1778
1780 1779 In [3]: %timeit u is None
1781 1780 10000000 loops, best of 3: 184 ns per loop
1782 1781
1783 1782 In [4]: %timeit -r 4 u == None
1784 1783 1000000 loops, best of 4: 242 ns per loop
1785 1784
1786 1785 In [5]: import time
1787 1786
1788 1787 In [6]: %timeit -n1 time.sleep(2)
1789 1788 1 loops, best of 3: 2 s per loop
1790 1789
1791 1790
1792 1791 The times reported by %timeit will be slightly higher than those
1793 1792 reported by the timeit.py script when variables are accessed. This is
1794 1793 due to the fact that %timeit executes the statement in the namespace
1795 1794 of the shell, compared with timeit.py, which uses a single setup
1796 1795 statement to import function or create variables. Generally, the bias
1797 1796 does not matter as long as results from timeit.py are not mixed with
1798 1797 those from %timeit."""
1799 1798
1800 1799 import timeit
1801 1800 import math
1802 1801
1803 1802 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1804 1803 # certain terminals. Until we figure out a robust way of
1805 1804 # auto-detecting if the terminal can deal with it, use plain 'us' for
1806 1805 # microseconds. I am really NOT happy about disabling the proper
1807 1806 # 'micro' prefix, but crashing is worse... If anyone knows what the
1808 1807 # right solution for this is, I'm all ears...
1809 1808 #
1810 1809 # Note: using
1811 1810 #
1812 1811 # s = u'\xb5'
1813 1812 # s.encode(sys.getdefaultencoding())
1814 1813 #
1815 1814 # is not sufficient, as I've seen terminals where that fails but
1816 1815 # print s
1817 1816 #
1818 1817 # succeeds
1819 1818 #
1820 1819 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1821 1820
1822 1821 #units = [u"s", u"ms",u'\xb5',"ns"]
1823 1822 units = [u"s", u"ms",u'us',"ns"]
1824 1823
1825 1824 scaling = [1, 1e3, 1e6, 1e9]
1826 1825
1827 1826 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1828 1827 posix=False)
1829 1828 if stmt == "":
1830 1829 return
1831 1830 timefunc = timeit.default_timer
1832 1831 number = int(getattr(opts, "n", 0))
1833 1832 repeat = int(getattr(opts, "r", timeit.default_repeat))
1834 1833 precision = int(getattr(opts, "p", 3))
1835 1834 if hasattr(opts, "t"):
1836 1835 timefunc = time.time
1837 1836 if hasattr(opts, "c"):
1838 1837 timefunc = clock
1839 1838
1840 1839 timer = timeit.Timer(timer=timefunc)
1841 1840 # this code has tight coupling to the inner workings of timeit.Timer,
1842 1841 # but is there a better way to achieve that the code stmt has access
1843 1842 # to the shell namespace?
1844 1843
1845 1844 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1846 1845 'setup': "pass"}
1847 1846 # Track compilation time so it can be reported if too long
1848 1847 # Minimum time above which compilation time will be reported
1849 1848 tc_min = 0.1
1850 1849
1851 1850 t0 = clock()
1852 1851 code = compile(src, "<magic-timeit>", "exec")
1853 1852 tc = clock()-t0
1854 1853
1855 1854 ns = {}
1856 1855 exec code in self.shell.user_ns, ns
1857 1856 timer.inner = ns["inner"]
1858 1857
1859 1858 if number == 0:
1860 1859 # determine number so that 0.2 <= total time < 2.0
1861 1860 number = 1
1862 1861 for i in range(1, 10):
1863 1862 if timer.timeit(number) >= 0.2:
1864 1863 break
1865 1864 number *= 10
1866 1865
1867 1866 best = min(timer.repeat(repeat, number)) / number
1868 1867
1869 1868 if best > 0.0 and best < 1000.0:
1870 1869 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1871 1870 elif best >= 1000.0:
1872 1871 order = 0
1873 1872 else:
1874 1873 order = 3
1875 1874 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1876 1875 precision,
1877 1876 best * scaling[order],
1878 1877 units[order])
1879 1878 if tc > tc_min:
1880 1879 print "Compiler time: %.2f s" % tc
1881 1880
1882 1881 @skip_doctest
1883 1882 @needs_local_scope
1884 1883 def magic_time(self,parameter_s = ''):
1885 1884 """Time execution of a Python statement or expression.
1886 1885
1887 1886 The CPU and wall clock times are printed, and the value of the
1888 1887 expression (if any) is returned. Note that under Win32, system time
1889 1888 is always reported as 0, since it can not be measured.
1890 1889
1891 1890 This function provides very basic timing functionality. In Python
1892 1891 2.3, the timeit module offers more control and sophistication, so this
1893 1892 could be rewritten to use it (patches welcome).
1894 1893
1895 1894 Some examples:
1896 1895
1897 1896 In [1]: time 2**128
1898 1897 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1899 1898 Wall time: 0.00
1900 1899 Out[1]: 340282366920938463463374607431768211456L
1901 1900
1902 1901 In [2]: n = 1000000
1903 1902
1904 1903 In [3]: time sum(range(n))
1905 1904 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1906 1905 Wall time: 1.37
1907 1906 Out[3]: 499999500000L
1908 1907
1909 1908 In [4]: time print 'hello world'
1910 1909 hello world
1911 1910 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1912 1911 Wall time: 0.00
1913 1912
1914 1913 Note that the time needed by Python to compile the given expression
1915 1914 will be reported if it is more than 0.1s. In this example, the
1916 1915 actual exponentiation is done by Python at compilation time, so while
1917 1916 the expression can take a noticeable amount of time to compute, that
1918 1917 time is purely due to the compilation:
1919 1918
1920 1919 In [5]: time 3**9999;
1921 1920 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1922 1921 Wall time: 0.00 s
1923 1922
1924 1923 In [6]: time 3**999999;
1925 1924 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1926 1925 Wall time: 0.00 s
1927 1926 Compiler : 0.78 s
1928 1927 """
1929 1928
1930 1929 # fail immediately if the given expression can't be compiled
1931 1930
1932 1931 expr = self.shell.prefilter(parameter_s,False)
1933 1932
1934 1933 # Minimum time above which compilation time will be reported
1935 1934 tc_min = 0.1
1936 1935
1937 1936 try:
1938 1937 mode = 'eval'
1939 1938 t0 = clock()
1940 1939 code = compile(expr,'<timed eval>',mode)
1941 1940 tc = clock()-t0
1942 1941 except SyntaxError:
1943 1942 mode = 'exec'
1944 1943 t0 = clock()
1945 1944 code = compile(expr,'<timed exec>',mode)
1946 1945 tc = clock()-t0
1947 1946 # skew measurement as little as possible
1948 1947 glob = self.shell.user_ns
1949 1948 locs = self._magic_locals
1950 1949 clk = clock2
1951 1950 wtime = time.time
1952 1951 # time execution
1953 1952 wall_st = wtime()
1954 1953 if mode=='eval':
1955 1954 st = clk()
1956 1955 out = eval(code, glob, locs)
1957 1956 end = clk()
1958 1957 else:
1959 1958 st = clk()
1960 1959 exec code in glob, locs
1961 1960 end = clk()
1962 1961 out = None
1963 1962 wall_end = wtime()
1964 1963 # Compute actual times and report
1965 1964 wall_time = wall_end-wall_st
1966 1965 cpu_user = end[0]-st[0]
1967 1966 cpu_sys = end[1]-st[1]
1968 1967 cpu_tot = cpu_user+cpu_sys
1969 1968 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1970 1969 (cpu_user,cpu_sys,cpu_tot)
1971 1970 print "Wall time: %.2f s" % wall_time
1972 1971 if tc > tc_min:
1973 1972 print "Compiler : %.2f s" % tc
1974 1973 return out
1975 1974
1976 1975 @skip_doctest
1977 1976 def magic_macro(self,parameter_s = ''):
1978 1977 """Define a macro for future re-execution. It accepts ranges of history,
1979 1978 filenames or string objects.
1980 1979
1981 1980 Usage:\\
1982 1981 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1983 1982
1984 1983 Options:
1985 1984
1986 1985 -r: use 'raw' input. By default, the 'processed' history is used,
1987 1986 so that magics are loaded in their transformed version to valid
1988 1987 Python. If this option is given, the raw input as typed as the
1989 1988 command line is used instead.
1990 1989
1991 1990 This will define a global variable called `name` which is a string
1992 1991 made of joining the slices and lines you specify (n1,n2,... numbers
1993 1992 above) from your input history into a single string. This variable
1994 1993 acts like an automatic function which re-executes those lines as if
1995 1994 you had typed them. You just type 'name' at the prompt and the code
1996 1995 executes.
1997 1996
1998 1997 The syntax for indicating input ranges is described in %history.
1999 1998
2000 1999 Note: as a 'hidden' feature, you can also use traditional python slice
2001 2000 notation, where N:M means numbers N through M-1.
2002 2001
2003 2002 For example, if your history contains (%hist prints it):
2004 2003
2005 2004 44: x=1
2006 2005 45: y=3
2007 2006 46: z=x+y
2008 2007 47: print x
2009 2008 48: a=5
2010 2009 49: print 'x',x,'y',y
2011 2010
2012 2011 you can create a macro with lines 44 through 47 (included) and line 49
2013 2012 called my_macro with:
2014 2013
2015 2014 In [55]: %macro my_macro 44-47 49
2016 2015
2017 2016 Now, typing `my_macro` (without quotes) will re-execute all this code
2018 2017 in one pass.
2019 2018
2020 2019 You don't need to give the line-numbers in order, and any given line
2021 2020 number can appear multiple times. You can assemble macros with any
2022 2021 lines from your input history in any order.
2023 2022
2024 2023 The macro is a simple object which holds its value in an attribute,
2025 2024 but IPython's display system checks for macros and executes them as
2026 2025 code instead of printing them when you type their name.
2027 2026
2028 2027 You can view a macro's contents by explicitly printing it with:
2029 2028
2030 2029 'print macro_name'.
2031 2030
2032 2031 """
2033 2032 opts,args = self.parse_options(parameter_s,'r',mode='list')
2034 2033 if not args: # List existing macros
2035 2034 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2036 2035 isinstance(v, Macro))
2037 2036 if len(args) == 1:
2038 2037 raise UsageError(
2039 2038 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2040 2039 name, codefrom = args[0], " ".join(args[1:])
2041 2040
2042 2041 #print 'rng',ranges # dbg
2043 2042 try:
2044 2043 lines = self.shell.find_user_code(codefrom, 'r' in opts)
2045 2044 except (ValueError, TypeError) as e:
2046 2045 print e.args[0]
2047 2046 return
2048 2047 macro = Macro(lines)
2049 2048 self.shell.define_macro(name, macro)
2050 2049 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2051 2050 print '=== Macro contents: ==='
2052 2051 print macro,
2053 2052
2054 2053 def magic_save(self,parameter_s = ''):
2055 2054 """Save a set of lines or a macro to a given filename.
2056 2055
2057 2056 Usage:\\
2058 2057 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2059 2058
2060 2059 Options:
2061 2060
2062 2061 -r: use 'raw' input. By default, the 'processed' history is used,
2063 2062 so that magics are loaded in their transformed version to valid
2064 2063 Python. If this option is given, the raw input as typed as the
2065 2064 command line is used instead.
2066 2065
2067 2066 This function uses the same syntax as %history for input ranges,
2068 2067 then saves the lines to the filename you specify.
2069 2068
2070 2069 It adds a '.py' extension to the file if you don't do so yourself, and
2071 2070 it asks for confirmation before overwriting existing files."""
2072 2071
2073 2072 opts,args = self.parse_options(parameter_s,'r',mode='list')
2074 2073 fname, codefrom = args[0], " ".join(args[1:])
2075 2074 if not fname.endswith('.py'):
2076 2075 fname += '.py'
2077 2076 if os.path.isfile(fname):
2078 2077 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2079 2078 if ans.lower() not in ['y','yes']:
2080 2079 print 'Operation cancelled.'
2081 2080 return
2082 2081 try:
2083 2082 cmds = self.shell.find_user_code(codefrom, 'r' in opts)
2084 2083 except (TypeError, ValueError) as e:
2085 2084 print e.args[0]
2086 2085 return
2087 2086 if isinstance(cmds, unicode):
2088 2087 cmds = cmds.encode("utf-8")
2089 2088 with open(fname,'w') as f:
2090 2089 f.write("# coding: utf-8\n")
2091 2090 f.write(cmds)
2092 2091 print 'The following commands were written to file `%s`:' % fname
2093 2092 print cmds
2094 2093
2095 2094 def magic_pastebin(self, parameter_s = ''):
2096 2095 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2097 2096 try:
2098 2097 code = self.shell.find_user_code(parameter_s)
2099 2098 except (ValueError, TypeError) as e:
2100 2099 print e.args[0]
2101 2100 return
2102 2101 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2103 2102 id = pbserver.pastes.newPaste("python", code)
2104 2103 return "http://paste.pocoo.org/show/" + id
2105 2104
2106 2105 def magic_loadpy(self, arg_s):
2107 2106 """Load a .py python script into the GUI console.
2108 2107
2109 2108 This magic command can either take a local filename or a url::
2110 2109
2111 2110 %loadpy myscript.py
2112 2111 %loadpy http://www.example.com/myscript.py
2113 2112 """
2114 2113 if not arg_s.endswith('.py'):
2115 2114 raise ValueError('%%load only works with .py files: %s' % arg_s)
2116 2115 if arg_s.startswith('http'):
2117 2116 import urllib2
2118 2117 response = urllib2.urlopen(arg_s)
2119 2118 content = response.read()
2120 2119 else:
2121 2120 content = open(arg_s).read()
2122 2121 self.set_next_input(content)
2123 2122
2124 2123 def _find_edit_target(self, args, opts, last_call):
2125 2124 """Utility method used by magic_edit to find what to edit."""
2126 2125
2127 2126 def make_filename(arg):
2128 2127 "Make a filename from the given args"
2129 2128 try:
2130 2129 filename = get_py_filename(arg)
2131 2130 except IOError:
2132 2131 # If it ends with .py but doesn't already exist, assume we want
2133 2132 # a new file.
2134 2133 if args.endswith('.py'):
2135 2134 filename = arg
2136 2135 else:
2137 2136 filename = None
2138 2137 return filename
2139 2138
2140 2139 # Set a few locals from the options for convenience:
2141 2140 opts_prev = 'p' in opts
2142 2141 opts_raw = 'r' in opts
2143 2142
2144 2143 # custom exceptions
2145 2144 class DataIsObject(Exception): pass
2146 2145
2147 2146 # Default line number value
2148 2147 lineno = opts.get('n',None)
2149 2148
2150 2149 if opts_prev:
2151 2150 args = '_%s' % last_call[0]
2152 2151 if not self.shell.user_ns.has_key(args):
2153 2152 args = last_call[1]
2154 2153
2155 2154 # use last_call to remember the state of the previous call, but don't
2156 2155 # let it be clobbered by successive '-p' calls.
2157 2156 try:
2158 2157 last_call[0] = self.shell.displayhook.prompt_count
2159 2158 if not opts_prev:
2160 2159 last_call[1] = parameter_s
2161 2160 except:
2162 2161 pass
2163 2162
2164 2163 # by default this is done with temp files, except when the given
2165 2164 # arg is a filename
2166 2165 use_temp = True
2167 2166
2168 2167 data = ''
2169 2168
2170 2169 # First, see if the arguments should be a filename.
2171 2170 filename = make_filename(args)
2172 2171 if filename:
2173 2172 use_temp = False
2174 2173 elif args:
2175 2174 # Mode where user specifies ranges of lines, like in %macro.
2176 2175 data = self.extract_input_lines(args, opts_raw)
2177 2176 if not data:
2178 2177 try:
2179 2178 # Load the parameter given as a variable. If not a string,
2180 2179 # process it as an object instead (below)
2181 2180
2182 2181 #print '*** args',args,'type',type(args) # dbg
2183 2182 data = eval(args, self.shell.user_ns)
2184 2183 if not isinstance(data, basestring):
2185 2184 raise DataIsObject
2186 2185
2187 2186 except (NameError,SyntaxError):
2188 2187 # given argument is not a variable, try as a filename
2189 2188 filename = make_filename(args)
2190 2189 if filename is None:
2191 2190 warn("Argument given (%s) can't be found as a variable "
2192 2191 "or as a filename." % args)
2193 2192 return
2194 2193 use_temp = False
2195 2194
2196 2195 except DataIsObject:
2197 2196 # macros have a special edit function
2198 2197 if isinstance(data, Macro):
2199 2198 raise MacroToEdit(data)
2200 2199
2201 2200 # For objects, try to edit the file where they are defined
2202 2201 try:
2203 2202 filename = inspect.getabsfile(data)
2204 2203 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2205 2204 # class created by %edit? Try to find source
2206 2205 # by looking for method definitions instead, the
2207 2206 # __module__ in those classes is FakeModule.
2208 2207 attrs = [getattr(data, aname) for aname in dir(data)]
2209 2208 for attr in attrs:
2210 2209 if not inspect.ismethod(attr):
2211 2210 continue
2212 2211 filename = inspect.getabsfile(attr)
2213 2212 if filename and 'fakemodule' not in filename.lower():
2214 2213 # change the attribute to be the edit target instead
2215 2214 data = attr
2216 2215 break
2217 2216
2218 2217 datafile = 1
2219 2218 except TypeError:
2220 2219 filename = make_filename(args)
2221 2220 datafile = 1
2222 2221 warn('Could not find file where `%s` is defined.\n'
2223 2222 'Opening a file named `%s`' % (args,filename))
2224 2223 # Now, make sure we can actually read the source (if it was in
2225 2224 # a temp file it's gone by now).
2226 2225 if datafile:
2227 2226 try:
2228 2227 if lineno is None:
2229 2228 lineno = inspect.getsourcelines(data)[1]
2230 2229 except IOError:
2231 2230 filename = make_filename(args)
2232 2231 if filename is None:
2233 2232 warn('The file `%s` where `%s` was defined cannot '
2234 2233 'be read.' % (filename,data))
2235 2234 return
2236 2235 use_temp = False
2237 2236
2238 2237 if use_temp:
2239 2238 filename = self.shell.mktempfile(data)
2240 2239 print 'IPython will make a temporary file named:',filename
2241 2240
2242 2241 return filename, lineno, use_temp
2243 2242
2244 2243 def _edit_macro(self,mname,macro):
2245 2244 """open an editor with the macro data in a file"""
2246 2245 filename = self.shell.mktempfile(macro.value)
2247 2246 self.shell.hooks.editor(filename)
2248 2247
2249 2248 # and make a new macro object, to replace the old one
2250 2249 mfile = open(filename)
2251 2250 mvalue = mfile.read()
2252 2251 mfile.close()
2253 2252 self.shell.user_ns[mname] = Macro(mvalue)
2254 2253
2255 2254 def magic_ed(self,parameter_s=''):
2256 2255 """Alias to %edit."""
2257 2256 return self.magic_edit(parameter_s)
2258 2257
2259 2258 @skip_doctest
2260 2259 def magic_edit(self,parameter_s='',last_call=['','']):
2261 2260 """Bring up an editor and execute the resulting code.
2262 2261
2263 2262 Usage:
2264 2263 %edit [options] [args]
2265 2264
2266 2265 %edit runs IPython's editor hook. The default version of this hook is
2267 2266 set to call the __IPYTHON__.rc.editor command. This is read from your
2268 2267 environment variable $EDITOR. If this isn't found, it will default to
2269 2268 vi under Linux/Unix and to notepad under Windows. See the end of this
2270 2269 docstring for how to change the editor hook.
2271 2270
2272 2271 You can also set the value of this editor via the command line option
2273 '-editor' or in your ipythonrc file. This is useful if you wish to use
2274 specifically for IPython an editor different from your typical default
2275 (and for Windows users who typically don't set environment variables).
2272 '-editor' or in your configuration file. This is useful if you wish to
2273 use specifically for IPython an editor different from your typical
2274 default (and for Windows users who typically don't set environment
2275 variables).
2276 2276
2277 2277 This command allows you to conveniently edit multi-line code right in
2278 2278 your IPython session.
2279 2279
2280 2280 If called without arguments, %edit opens up an empty editor with a
2281 2281 temporary file and will execute the contents of this file when you
2282 2282 close it (don't forget to save it!).
2283 2283
2284 2284
2285 2285 Options:
2286 2286
2287 2287 -n <number>: open the editor at a specified line number. By default,
2288 2288 the IPython editor hook uses the unix syntax 'editor +N filename', but
2289 2289 you can configure this by providing your own modified hook if your
2290 2290 favorite editor supports line-number specifications with a different
2291 2291 syntax.
2292 2292
2293 2293 -p: this will call the editor with the same data as the previous time
2294 2294 it was used, regardless of how long ago (in your current session) it
2295 2295 was.
2296 2296
2297 2297 -r: use 'raw' input. This option only applies to input taken from the
2298 2298 user's history. By default, the 'processed' history is used, so that
2299 2299 magics are loaded in their transformed version to valid Python. If
2300 2300 this option is given, the raw input as typed as the command line is
2301 2301 used instead. When you exit the editor, it will be executed by
2302 2302 IPython's own processor.
2303 2303
2304 2304 -x: do not execute the edited code immediately upon exit. This is
2305 2305 mainly useful if you are editing programs which need to be called with
2306 2306 command line arguments, which you can then do using %run.
2307 2307
2308 2308
2309 2309 Arguments:
2310 2310
2311 2311 If arguments are given, the following possibilites exist:
2312 2312
2313 2313 - If the argument is a filename, IPython will load that into the
2314 2314 editor. It will execute its contents with execfile() when you exit,
2315 2315 loading any code in the file into your interactive namespace.
2316 2316
2317 2317 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2318 2318 The syntax is the same as in the %history magic.
2319 2319
2320 2320 - If the argument is a string variable, its contents are loaded
2321 2321 into the editor. You can thus edit any string which contains
2322 2322 python code (including the result of previous edits).
2323 2323
2324 2324 - If the argument is the name of an object (other than a string),
2325 2325 IPython will try to locate the file where it was defined and open the
2326 2326 editor at the point where it is defined. You can use `%edit function`
2327 2327 to load an editor exactly at the point where 'function' is defined,
2328 2328 edit it and have the file be executed automatically.
2329 2329
2330 2330 If the object is a macro (see %macro for details), this opens up your
2331 2331 specified editor with a temporary file containing the macro's data.
2332 2332 Upon exit, the macro is reloaded with the contents of the file.
2333 2333
2334 2334 Note: opening at an exact line is only supported under Unix, and some
2335 2335 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2336 2336 '+NUMBER' parameter necessary for this feature. Good editors like
2337 2337 (X)Emacs, vi, jed, pico and joe all do.
2338 2338
2339 2339 After executing your code, %edit will return as output the code you
2340 2340 typed in the editor (except when it was an existing file). This way
2341 2341 you can reload the code in further invocations of %edit as a variable,
2342 2342 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2343 2343 the output.
2344 2344
2345 2345 Note that %edit is also available through the alias %ed.
2346 2346
2347 2347 This is an example of creating a simple function inside the editor and
2348 2348 then modifying it. First, start up the editor:
2349 2349
2350 2350 In [1]: ed
2351 2351 Editing... done. Executing edited code...
2352 2352 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2353 2353
2354 2354 We can then call the function foo():
2355 2355
2356 2356 In [2]: foo()
2357 2357 foo() was defined in an editing session
2358 2358
2359 2359 Now we edit foo. IPython automatically loads the editor with the
2360 2360 (temporary) file where foo() was previously defined:
2361 2361
2362 2362 In [3]: ed foo
2363 2363 Editing... done. Executing edited code...
2364 2364
2365 2365 And if we call foo() again we get the modified version:
2366 2366
2367 2367 In [4]: foo()
2368 2368 foo() has now been changed!
2369 2369
2370 2370 Here is an example of how to edit a code snippet successive
2371 2371 times. First we call the editor:
2372 2372
2373 2373 In [5]: ed
2374 2374 Editing... done. Executing edited code...
2375 2375 hello
2376 2376 Out[5]: "print 'hello'n"
2377 2377
2378 2378 Now we call it again with the previous output (stored in _):
2379 2379
2380 2380 In [6]: ed _
2381 2381 Editing... done. Executing edited code...
2382 2382 hello world
2383 2383 Out[6]: "print 'hello world'n"
2384 2384
2385 2385 Now we call it with the output #8 (stored in _8, also as Out[8]):
2386 2386
2387 2387 In [7]: ed _8
2388 2388 Editing... done. Executing edited code...
2389 2389 hello again
2390 2390 Out[7]: "print 'hello again'n"
2391 2391
2392 2392
2393 2393 Changing the default editor hook:
2394 2394
2395 2395 If you wish to write your own editor hook, you can put it in a
2396 2396 configuration file which you load at startup time. The default hook
2397 2397 is defined in the IPython.core.hooks module, and you can use that as a
2398 2398 starting example for further modifications. That file also has
2399 2399 general instructions on how to set a new hook for use once you've
2400 2400 defined it."""
2401 2401 opts,args = self.parse_options(parameter_s,'prxn:')
2402 2402
2403 2403 try:
2404 2404 filename, lineno, is_temp = self._find_edit_target(args, opts, last_call)
2405 2405 except MacroToEdit as e:
2406 2406 self._edit_macro(args, e.args[0])
2407 2407 return
2408 2408
2409 2409 # do actual editing here
2410 2410 print 'Editing...',
2411 2411 sys.stdout.flush()
2412 2412 try:
2413 2413 # Quote filenames that may have spaces in them
2414 2414 if ' ' in filename:
2415 2415 filename = "'%s'" % filename
2416 2416 self.shell.hooks.editor(filename,lineno)
2417 2417 except TryNext:
2418 2418 warn('Could not open editor')
2419 2419 return
2420 2420
2421 2421 # XXX TODO: should this be generalized for all string vars?
2422 2422 # For now, this is special-cased to blocks created by cpaste
2423 2423 if args.strip() == 'pasted_block':
2424 2424 self.shell.user_ns['pasted_block'] = file_read(filename)
2425 2425
2426 2426 if 'x' in opts: # -x prevents actual execution
2427 2427 print
2428 2428 else:
2429 2429 print 'done. Executing edited code...'
2430 2430 if 'r' in opts: # Untranslated IPython code
2431 2431 self.shell.run_cell(file_read(filename),
2432 2432 store_history=False)
2433 2433 else:
2434 2434 self.shell.safe_execfile(filename,self.shell.user_ns,
2435 2435 self.shell.user_ns)
2436 2436
2437 2437 if is_temp:
2438 2438 try:
2439 2439 return open(filename).read()
2440 2440 except IOError,msg:
2441 2441 if msg.filename == filename:
2442 2442 warn('File not found. Did you forget to save?')
2443 2443 return
2444 2444 else:
2445 2445 self.shell.showtraceback()
2446 2446
2447 2447 def magic_xmode(self,parameter_s = ''):
2448 2448 """Switch modes for the exception handlers.
2449 2449
2450 2450 Valid modes: Plain, Context and Verbose.
2451 2451
2452 2452 If called without arguments, acts as a toggle."""
2453 2453
2454 2454 def xmode_switch_err(name):
2455 2455 warn('Error changing %s exception modes.\n%s' %
2456 2456 (name,sys.exc_info()[1]))
2457 2457
2458 2458 shell = self.shell
2459 2459 new_mode = parameter_s.strip().capitalize()
2460 2460 try:
2461 2461 shell.InteractiveTB.set_mode(mode=new_mode)
2462 2462 print 'Exception reporting mode:',shell.InteractiveTB.mode
2463 2463 except:
2464 2464 xmode_switch_err('user')
2465 2465
2466 2466 def magic_colors(self,parameter_s = ''):
2467 2467 """Switch color scheme for prompts, info system and exception handlers.
2468 2468
2469 2469 Currently implemented schemes: NoColor, Linux, LightBG.
2470 2470
2471 2471 Color scheme names are not case-sensitive.
2472 2472
2473 2473 Examples
2474 2474 --------
2475 2475 To get a plain black and white terminal::
2476 2476
2477 2477 %colors nocolor
2478 2478 """
2479 2479
2480 2480 def color_switch_err(name):
2481 2481 warn('Error changing %s color schemes.\n%s' %
2482 2482 (name,sys.exc_info()[1]))
2483 2483
2484 2484
2485 2485 new_scheme = parameter_s.strip()
2486 2486 if not new_scheme:
2487 2487 raise UsageError(
2488 2488 "%colors: you must specify a color scheme. See '%colors?'")
2489 2489 return
2490 2490 # local shortcut
2491 2491 shell = self.shell
2492 2492
2493 2493 import IPython.utils.rlineimpl as readline
2494 2494
2495 2495 if not readline.have_readline and sys.platform == "win32":
2496 2496 msg = """\
2497 2497 Proper color support under MS Windows requires the pyreadline library.
2498 2498 You can find it at:
2499 2499 http://ipython.scipy.org/moin/PyReadline/Intro
2500 2500 Gary's readline needs the ctypes module, from:
2501 2501 http://starship.python.net/crew/theller/ctypes
2502 2502 (Note that ctypes is already part of Python versions 2.5 and newer).
2503 2503
2504 2504 Defaulting color scheme to 'NoColor'"""
2505 2505 new_scheme = 'NoColor'
2506 2506 warn(msg)
2507 2507
2508 2508 # readline option is 0
2509 2509 if not shell.has_readline:
2510 2510 new_scheme = 'NoColor'
2511 2511
2512 2512 # Set prompt colors
2513 2513 try:
2514 2514 shell.displayhook.set_colors(new_scheme)
2515 2515 except:
2516 2516 color_switch_err('prompt')
2517 2517 else:
2518 2518 shell.colors = \
2519 2519 shell.displayhook.color_table.active_scheme_name
2520 2520 # Set exception colors
2521 2521 try:
2522 2522 shell.InteractiveTB.set_colors(scheme = new_scheme)
2523 2523 shell.SyntaxTB.set_colors(scheme = new_scheme)
2524 2524 except:
2525 2525 color_switch_err('exception')
2526 2526
2527 2527 # Set info (for 'object?') colors
2528 2528 if shell.color_info:
2529 2529 try:
2530 2530 shell.inspector.set_active_scheme(new_scheme)
2531 2531 except:
2532 2532 color_switch_err('object inspector')
2533 2533 else:
2534 2534 shell.inspector.set_active_scheme('NoColor')
2535 2535
2536 2536 def magic_pprint(self, parameter_s=''):
2537 2537 """Toggle pretty printing on/off."""
2538 2538 ptformatter = self.shell.display_formatter.formatters['text/plain']
2539 2539 ptformatter.pprint = bool(1 - ptformatter.pprint)
2540 2540 print 'Pretty printing has been turned', \
2541 2541 ['OFF','ON'][ptformatter.pprint]
2542 2542
2543 2543 #......................................................................
2544 2544 # Functions to implement unix shell-type things
2545 2545
2546 2546 @skip_doctest
2547 2547 def magic_alias(self, parameter_s = ''):
2548 2548 """Define an alias for a system command.
2549 2549
2550 2550 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2551 2551
2552 2552 Then, typing 'alias_name params' will execute the system command 'cmd
2553 2553 params' (from your underlying operating system).
2554 2554
2555 2555 Aliases have lower precedence than magic functions and Python normal
2556 2556 variables, so if 'foo' is both a Python variable and an alias, the
2557 2557 alias can not be executed until 'del foo' removes the Python variable.
2558 2558
2559 2559 You can use the %l specifier in an alias definition to represent the
2560 2560 whole line when the alias is called. For example:
2561 2561
2562 2562 In [2]: alias bracket echo "Input in brackets: <%l>"
2563 2563 In [3]: bracket hello world
2564 2564 Input in brackets: <hello world>
2565 2565
2566 2566 You can also define aliases with parameters using %s specifiers (one
2567 2567 per parameter):
2568 2568
2569 2569 In [1]: alias parts echo first %s second %s
2570 2570 In [2]: %parts A B
2571 2571 first A second B
2572 2572 In [3]: %parts A
2573 2573 Incorrect number of arguments: 2 expected.
2574 2574 parts is an alias to: 'echo first %s second %s'
2575 2575
2576 2576 Note that %l and %s are mutually exclusive. You can only use one or
2577 2577 the other in your aliases.
2578 2578
2579 2579 Aliases expand Python variables just like system calls using ! or !!
2580 2580 do: all expressions prefixed with '$' get expanded. For details of
2581 2581 the semantic rules, see PEP-215:
2582 2582 http://www.python.org/peps/pep-0215.html. This is the library used by
2583 2583 IPython for variable expansion. If you want to access a true shell
2584 2584 variable, an extra $ is necessary to prevent its expansion by IPython:
2585 2585
2586 2586 In [6]: alias show echo
2587 2587 In [7]: PATH='A Python string'
2588 2588 In [8]: show $PATH
2589 2589 A Python string
2590 2590 In [9]: show $$PATH
2591 2591 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2592 2592
2593 2593 You can use the alias facility to acess all of $PATH. See the %rehash
2594 2594 and %rehashx functions, which automatically create aliases for the
2595 2595 contents of your $PATH.
2596 2596
2597 2597 If called with no parameters, %alias prints the current alias table."""
2598 2598
2599 2599 par = parameter_s.strip()
2600 2600 if not par:
2601 2601 stored = self.db.get('stored_aliases', {} )
2602 2602 aliases = sorted(self.shell.alias_manager.aliases)
2603 2603 # for k, v in stored:
2604 2604 # atab.append(k, v[0])
2605 2605
2606 2606 print "Total number of aliases:", len(aliases)
2607 2607 sys.stdout.flush()
2608 2608 return aliases
2609 2609
2610 2610 # Now try to define a new one
2611 2611 try:
2612 2612 alias,cmd = par.split(None, 1)
2613 2613 except:
2614 2614 print oinspect.getdoc(self.magic_alias)
2615 2615 else:
2616 2616 self.shell.alias_manager.soft_define_alias(alias, cmd)
2617 2617 # end magic_alias
2618 2618
2619 2619 def magic_unalias(self, parameter_s = ''):
2620 2620 """Remove an alias"""
2621 2621
2622 2622 aname = parameter_s.strip()
2623 2623 self.shell.alias_manager.undefine_alias(aname)
2624 2624 stored = self.db.get('stored_aliases', {} )
2625 2625 if aname in stored:
2626 2626 print "Removing %stored alias",aname
2627 2627 del stored[aname]
2628 2628 self.db['stored_aliases'] = stored
2629 2629
2630 2630 def magic_rehashx(self, parameter_s = ''):
2631 2631 """Update the alias table with all executable files in $PATH.
2632 2632
2633 2633 This version explicitly checks that every entry in $PATH is a file
2634 2634 with execute access (os.X_OK), so it is much slower than %rehash.
2635 2635
2636 2636 Under Windows, it checks executability as a match agains a
2637 2637 '|'-separated string of extensions, stored in the IPython config
2638 2638 variable win_exec_ext. This defaults to 'exe|com|bat'.
2639 2639
2640 2640 This function also resets the root module cache of module completer,
2641 2641 used on slow filesystems.
2642 2642 """
2643 2643 from IPython.core.alias import InvalidAliasError
2644 2644
2645 2645 # for the benefit of module completer in ipy_completers.py
2646 2646 del self.db['rootmodules']
2647 2647
2648 2648 path = [os.path.abspath(os.path.expanduser(p)) for p in
2649 2649 os.environ.get('PATH','').split(os.pathsep)]
2650 2650 path = filter(os.path.isdir,path)
2651 2651
2652 2652 syscmdlist = []
2653 2653 # Now define isexec in a cross platform manner.
2654 2654 if os.name == 'posix':
2655 2655 isexec = lambda fname:os.path.isfile(fname) and \
2656 2656 os.access(fname,os.X_OK)
2657 2657 else:
2658 2658 try:
2659 2659 winext = os.environ['pathext'].replace(';','|').replace('.','')
2660 2660 except KeyError:
2661 2661 winext = 'exe|com|bat|py'
2662 2662 if 'py' not in winext:
2663 2663 winext += '|py'
2664 2664 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2665 2665 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2666 2666 savedir = os.getcwdu()
2667 2667
2668 2668 # Now walk the paths looking for executables to alias.
2669 2669 try:
2670 2670 # write the whole loop for posix/Windows so we don't have an if in
2671 2671 # the innermost part
2672 2672 if os.name == 'posix':
2673 2673 for pdir in path:
2674 2674 os.chdir(pdir)
2675 2675 for ff in os.listdir(pdir):
2676 2676 if isexec(ff):
2677 2677 try:
2678 2678 # Removes dots from the name since ipython
2679 2679 # will assume names with dots to be python.
2680 2680 self.shell.alias_manager.define_alias(
2681 2681 ff.replace('.',''), ff)
2682 2682 except InvalidAliasError:
2683 2683 pass
2684 2684 else:
2685 2685 syscmdlist.append(ff)
2686 2686 else:
2687 2687 no_alias = self.shell.alias_manager.no_alias
2688 2688 for pdir in path:
2689 2689 os.chdir(pdir)
2690 2690 for ff in os.listdir(pdir):
2691 2691 base, ext = os.path.splitext(ff)
2692 2692 if isexec(ff) and base.lower() not in no_alias:
2693 2693 if ext.lower() == '.exe':
2694 2694 ff = base
2695 2695 try:
2696 2696 # Removes dots from the name since ipython
2697 2697 # will assume names with dots to be python.
2698 2698 self.shell.alias_manager.define_alias(
2699 2699 base.lower().replace('.',''), ff)
2700 2700 except InvalidAliasError:
2701 2701 pass
2702 2702 syscmdlist.append(ff)
2703 2703 db = self.db
2704 2704 db['syscmdlist'] = syscmdlist
2705 2705 finally:
2706 2706 os.chdir(savedir)
2707 2707
2708 2708 @skip_doctest
2709 2709 def magic_pwd(self, parameter_s = ''):
2710 2710 """Return the current working directory path.
2711 2711
2712 2712 Examples
2713 2713 --------
2714 2714 ::
2715 2715
2716 2716 In [9]: pwd
2717 2717 Out[9]: '/home/tsuser/sprint/ipython'
2718 2718 """
2719 2719 return os.getcwdu()
2720 2720
2721 2721 @skip_doctest
2722 2722 def magic_cd(self, parameter_s=''):
2723 2723 """Change the current working directory.
2724 2724
2725 2725 This command automatically maintains an internal list of directories
2726 2726 you visit during your IPython session, in the variable _dh. The
2727 2727 command %dhist shows this history nicely formatted. You can also
2728 2728 do 'cd -<tab>' to see directory history conveniently.
2729 2729
2730 2730 Usage:
2731 2731
2732 2732 cd 'dir': changes to directory 'dir'.
2733 2733
2734 2734 cd -: changes to the last visited directory.
2735 2735
2736 2736 cd -<n>: changes to the n-th directory in the directory history.
2737 2737
2738 2738 cd --foo: change to directory that matches 'foo' in history
2739 2739
2740 2740 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2741 2741 (note: cd <bookmark_name> is enough if there is no
2742 2742 directory <bookmark_name>, but a bookmark with the name exists.)
2743 2743 'cd -b <tab>' allows you to tab-complete bookmark names.
2744 2744
2745 2745 Options:
2746 2746
2747 2747 -q: quiet. Do not print the working directory after the cd command is
2748 2748 executed. By default IPython's cd command does print this directory,
2749 2749 since the default prompts do not display path information.
2750 2750
2751 2751 Note that !cd doesn't work for this purpose because the shell where
2752 2752 !command runs is immediately discarded after executing 'command'.
2753 2753
2754 2754 Examples
2755 2755 --------
2756 2756 ::
2757 2757
2758 2758 In [10]: cd parent/child
2759 2759 /home/tsuser/parent/child
2760 2760 """
2761 2761
2762 2762 parameter_s = parameter_s.strip()
2763 2763 #bkms = self.shell.persist.get("bookmarks",{})
2764 2764
2765 2765 oldcwd = os.getcwdu()
2766 2766 numcd = re.match(r'(-)(\d+)$',parameter_s)
2767 2767 # jump in directory history by number
2768 2768 if numcd:
2769 2769 nn = int(numcd.group(2))
2770 2770 try:
2771 2771 ps = self.shell.user_ns['_dh'][nn]
2772 2772 except IndexError:
2773 2773 print 'The requested directory does not exist in history.'
2774 2774 return
2775 2775 else:
2776 2776 opts = {}
2777 2777 elif parameter_s.startswith('--'):
2778 2778 ps = None
2779 2779 fallback = None
2780 2780 pat = parameter_s[2:]
2781 2781 dh = self.shell.user_ns['_dh']
2782 2782 # first search only by basename (last component)
2783 2783 for ent in reversed(dh):
2784 2784 if pat in os.path.basename(ent) and os.path.isdir(ent):
2785 2785 ps = ent
2786 2786 break
2787 2787
2788 2788 if fallback is None and pat in ent and os.path.isdir(ent):
2789 2789 fallback = ent
2790 2790
2791 2791 # if we have no last part match, pick the first full path match
2792 2792 if ps is None:
2793 2793 ps = fallback
2794 2794
2795 2795 if ps is None:
2796 2796 print "No matching entry in directory history"
2797 2797 return
2798 2798 else:
2799 2799 opts = {}
2800 2800
2801 2801
2802 2802 else:
2803 2803 #turn all non-space-escaping backslashes to slashes,
2804 2804 # for c:\windows\directory\names\
2805 2805 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2806 2806 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2807 2807 # jump to previous
2808 2808 if ps == '-':
2809 2809 try:
2810 2810 ps = self.shell.user_ns['_dh'][-2]
2811 2811 except IndexError:
2812 2812 raise UsageError('%cd -: No previous directory to change to.')
2813 2813 # jump to bookmark if needed
2814 2814 else:
2815 2815 if not os.path.isdir(ps) or opts.has_key('b'):
2816 2816 bkms = self.db.get('bookmarks', {})
2817 2817
2818 2818 if bkms.has_key(ps):
2819 2819 target = bkms[ps]
2820 2820 print '(bookmark:%s) -> %s' % (ps,target)
2821 2821 ps = target
2822 2822 else:
2823 2823 if opts.has_key('b'):
2824 2824 raise UsageError("Bookmark '%s' not found. "
2825 2825 "Use '%%bookmark -l' to see your bookmarks." % ps)
2826 2826
2827 2827 # strip extra quotes on Windows, because os.chdir doesn't like them
2828 2828 if sys.platform == 'win32':
2829 2829 ps = ps.strip('\'"')
2830 2830 # at this point ps should point to the target dir
2831 2831 if ps:
2832 2832 try:
2833 2833 os.chdir(os.path.expanduser(ps))
2834 2834 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2835 2835 set_term_title('IPython: ' + abbrev_cwd())
2836 2836 except OSError:
2837 2837 print sys.exc_info()[1]
2838 2838 else:
2839 2839 cwd = os.getcwdu()
2840 2840 dhist = self.shell.user_ns['_dh']
2841 2841 if oldcwd != cwd:
2842 2842 dhist.append(cwd)
2843 2843 self.db['dhist'] = compress_dhist(dhist)[-100:]
2844 2844
2845 2845 else:
2846 2846 os.chdir(self.shell.home_dir)
2847 2847 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2848 2848 set_term_title('IPython: ' + '~')
2849 2849 cwd = os.getcwdu()
2850 2850 dhist = self.shell.user_ns['_dh']
2851 2851
2852 2852 if oldcwd != cwd:
2853 2853 dhist.append(cwd)
2854 2854 self.db['dhist'] = compress_dhist(dhist)[-100:]
2855 2855 if not 'q' in opts and self.shell.user_ns['_dh']:
2856 2856 print self.shell.user_ns['_dh'][-1]
2857 2857
2858 2858
2859 2859 def magic_env(self, parameter_s=''):
2860 2860 """List environment variables."""
2861 2861
2862 2862 return os.environ.data
2863 2863
2864 2864 def magic_pushd(self, parameter_s=''):
2865 2865 """Place the current dir on stack and change directory.
2866 2866
2867 2867 Usage:\\
2868 2868 %pushd ['dirname']
2869 2869 """
2870 2870
2871 2871 dir_s = self.shell.dir_stack
2872 2872 tgt = os.path.expanduser(parameter_s)
2873 2873 cwd = os.getcwdu().replace(self.home_dir,'~')
2874 2874 if tgt:
2875 2875 self.magic_cd(parameter_s)
2876 2876 dir_s.insert(0,cwd)
2877 2877 return self.magic_dirs()
2878 2878
2879 2879 def magic_popd(self, parameter_s=''):
2880 2880 """Change to directory popped off the top of the stack.
2881 2881 """
2882 2882 if not self.shell.dir_stack:
2883 2883 raise UsageError("%popd on empty stack")
2884 2884 top = self.shell.dir_stack.pop(0)
2885 2885 self.magic_cd(top)
2886 2886 print "popd ->",top
2887 2887
2888 2888 def magic_dirs(self, parameter_s=''):
2889 2889 """Return the current directory stack."""
2890 2890
2891 2891 return self.shell.dir_stack
2892 2892
2893 2893 def magic_dhist(self, parameter_s=''):
2894 2894 """Print your history of visited directories.
2895 2895
2896 2896 %dhist -> print full history\\
2897 2897 %dhist n -> print last n entries only\\
2898 2898 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2899 2899
2900 2900 This history is automatically maintained by the %cd command, and
2901 2901 always available as the global list variable _dh. You can use %cd -<n>
2902 2902 to go to directory number <n>.
2903 2903
2904 2904 Note that most of time, you should view directory history by entering
2905 2905 cd -<TAB>.
2906 2906
2907 2907 """
2908 2908
2909 2909 dh = self.shell.user_ns['_dh']
2910 2910 if parameter_s:
2911 2911 try:
2912 2912 args = map(int,parameter_s.split())
2913 2913 except:
2914 2914 self.arg_err(Magic.magic_dhist)
2915 2915 return
2916 2916 if len(args) == 1:
2917 2917 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2918 2918 elif len(args) == 2:
2919 2919 ini,fin = args
2920 2920 else:
2921 2921 self.arg_err(Magic.magic_dhist)
2922 2922 return
2923 2923 else:
2924 2924 ini,fin = 0,len(dh)
2925 2925 nlprint(dh,
2926 2926 header = 'Directory history (kept in _dh)',
2927 2927 start=ini,stop=fin)
2928 2928
2929 2929 @skip_doctest
2930 2930 def magic_sc(self, parameter_s=''):
2931 2931 """Shell capture - execute a shell command and capture its output.
2932 2932
2933 2933 DEPRECATED. Suboptimal, retained for backwards compatibility.
2934 2934
2935 2935 You should use the form 'var = !command' instead. Example:
2936 2936
2937 2937 "%sc -l myfiles = ls ~" should now be written as
2938 2938
2939 2939 "myfiles = !ls ~"
2940 2940
2941 2941 myfiles.s, myfiles.l and myfiles.n still apply as documented
2942 2942 below.
2943 2943
2944 2944 --
2945 2945 %sc [options] varname=command
2946 2946
2947 2947 IPython will run the given command using commands.getoutput(), and
2948 2948 will then update the user's interactive namespace with a variable
2949 2949 called varname, containing the value of the call. Your command can
2950 2950 contain shell wildcards, pipes, etc.
2951 2951
2952 2952 The '=' sign in the syntax is mandatory, and the variable name you
2953 2953 supply must follow Python's standard conventions for valid names.
2954 2954
2955 2955 (A special format without variable name exists for internal use)
2956 2956
2957 2957 Options:
2958 2958
2959 2959 -l: list output. Split the output on newlines into a list before
2960 2960 assigning it to the given variable. By default the output is stored
2961 2961 as a single string.
2962 2962
2963 2963 -v: verbose. Print the contents of the variable.
2964 2964
2965 2965 In most cases you should not need to split as a list, because the
2966 2966 returned value is a special type of string which can automatically
2967 2967 provide its contents either as a list (split on newlines) or as a
2968 2968 space-separated string. These are convenient, respectively, either
2969 2969 for sequential processing or to be passed to a shell command.
2970 2970
2971 2971 For example:
2972 2972
2973 2973 # all-random
2974 2974
2975 2975 # Capture into variable a
2976 2976 In [1]: sc a=ls *py
2977 2977
2978 2978 # a is a string with embedded newlines
2979 2979 In [2]: a
2980 2980 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2981 2981
2982 2982 # which can be seen as a list:
2983 2983 In [3]: a.l
2984 2984 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2985 2985
2986 2986 # or as a whitespace-separated string:
2987 2987 In [4]: a.s
2988 2988 Out[4]: 'setup.py win32_manual_post_install.py'
2989 2989
2990 2990 # a.s is useful to pass as a single command line:
2991 2991 In [5]: !wc -l $a.s
2992 2992 146 setup.py
2993 2993 130 win32_manual_post_install.py
2994 2994 276 total
2995 2995
2996 2996 # while the list form is useful to loop over:
2997 2997 In [6]: for f in a.l:
2998 2998 ...: !wc -l $f
2999 2999 ...:
3000 3000 146 setup.py
3001 3001 130 win32_manual_post_install.py
3002 3002
3003 3003 Similiarly, the lists returned by the -l option are also special, in
3004 3004 the sense that you can equally invoke the .s attribute on them to
3005 3005 automatically get a whitespace-separated string from their contents:
3006 3006
3007 3007 In [7]: sc -l b=ls *py
3008 3008
3009 3009 In [8]: b
3010 3010 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3011 3011
3012 3012 In [9]: b.s
3013 3013 Out[9]: 'setup.py win32_manual_post_install.py'
3014 3014
3015 3015 In summary, both the lists and strings used for ouptut capture have
3016 3016 the following special attributes:
3017 3017
3018 3018 .l (or .list) : value as list.
3019 3019 .n (or .nlstr): value as newline-separated string.
3020 3020 .s (or .spstr): value as space-separated string.
3021 3021 """
3022 3022
3023 3023 opts,args = self.parse_options(parameter_s,'lv')
3024 3024 # Try to get a variable name and command to run
3025 3025 try:
3026 3026 # the variable name must be obtained from the parse_options
3027 3027 # output, which uses shlex.split to strip options out.
3028 3028 var,_ = args.split('=',1)
3029 3029 var = var.strip()
3030 3030 # But the the command has to be extracted from the original input
3031 3031 # parameter_s, not on what parse_options returns, to avoid the
3032 3032 # quote stripping which shlex.split performs on it.
3033 3033 _,cmd = parameter_s.split('=',1)
3034 3034 except ValueError:
3035 3035 var,cmd = '',''
3036 3036 # If all looks ok, proceed
3037 3037 split = 'l' in opts
3038 3038 out = self.shell.getoutput(cmd, split=split)
3039 3039 if opts.has_key('v'):
3040 3040 print '%s ==\n%s' % (var,pformat(out))
3041 3041 if var:
3042 3042 self.shell.user_ns.update({var:out})
3043 3043 else:
3044 3044 return out
3045 3045
3046 3046 def magic_sx(self, parameter_s=''):
3047 3047 """Shell execute - run a shell command and capture its output.
3048 3048
3049 3049 %sx command
3050 3050
3051 3051 IPython will run the given command using commands.getoutput(), and
3052 3052 return the result formatted as a list (split on '\\n'). Since the
3053 3053 output is _returned_, it will be stored in ipython's regular output
3054 3054 cache Out[N] and in the '_N' automatic variables.
3055 3055
3056 3056 Notes:
3057 3057
3058 3058 1) If an input line begins with '!!', then %sx is automatically
3059 3059 invoked. That is, while:
3060 3060 !ls
3061 3061 causes ipython to simply issue system('ls'), typing
3062 3062 !!ls
3063 3063 is a shorthand equivalent to:
3064 3064 %sx ls
3065 3065
3066 3066 2) %sx differs from %sc in that %sx automatically splits into a list,
3067 3067 like '%sc -l'. The reason for this is to make it as easy as possible
3068 3068 to process line-oriented shell output via further python commands.
3069 3069 %sc is meant to provide much finer control, but requires more
3070 3070 typing.
3071 3071
3072 3072 3) Just like %sc -l, this is a list with special attributes:
3073 3073
3074 3074 .l (or .list) : value as list.
3075 3075 .n (or .nlstr): value as newline-separated string.
3076 3076 .s (or .spstr): value as whitespace-separated string.
3077 3077
3078 3078 This is very useful when trying to use such lists as arguments to
3079 3079 system commands."""
3080 3080
3081 3081 if parameter_s:
3082 3082 return self.shell.getoutput(parameter_s)
3083 3083
3084 3084
3085 3085 def magic_bookmark(self, parameter_s=''):
3086 3086 """Manage IPython's bookmark system.
3087 3087
3088 3088 %bookmark <name> - set bookmark to current dir
3089 3089 %bookmark <name> <dir> - set bookmark to <dir>
3090 3090 %bookmark -l - list all bookmarks
3091 3091 %bookmark -d <name> - remove bookmark
3092 3092 %bookmark -r - remove all bookmarks
3093 3093
3094 3094 You can later on access a bookmarked folder with:
3095 3095 %cd -b <name>
3096 3096 or simply '%cd <name>' if there is no directory called <name> AND
3097 3097 there is such a bookmark defined.
3098 3098
3099 3099 Your bookmarks persist through IPython sessions, but they are
3100 3100 associated with each profile."""
3101 3101
3102 3102 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3103 3103 if len(args) > 2:
3104 3104 raise UsageError("%bookmark: too many arguments")
3105 3105
3106 3106 bkms = self.db.get('bookmarks',{})
3107 3107
3108 3108 if opts.has_key('d'):
3109 3109 try:
3110 3110 todel = args[0]
3111 3111 except IndexError:
3112 3112 raise UsageError(
3113 3113 "%bookmark -d: must provide a bookmark to delete")
3114 3114 else:
3115 3115 try:
3116 3116 del bkms[todel]
3117 3117 except KeyError:
3118 3118 raise UsageError(
3119 3119 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3120 3120
3121 3121 elif opts.has_key('r'):
3122 3122 bkms = {}
3123 3123 elif opts.has_key('l'):
3124 3124 bks = bkms.keys()
3125 3125 bks.sort()
3126 3126 if bks:
3127 3127 size = max(map(len,bks))
3128 3128 else:
3129 3129 size = 0
3130 3130 fmt = '%-'+str(size)+'s -> %s'
3131 3131 print 'Current bookmarks:'
3132 3132 for bk in bks:
3133 3133 print fmt % (bk,bkms[bk])
3134 3134 else:
3135 3135 if not args:
3136 3136 raise UsageError("%bookmark: You must specify the bookmark name")
3137 3137 elif len(args)==1:
3138 3138 bkms[args[0]] = os.getcwdu()
3139 3139 elif len(args)==2:
3140 3140 bkms[args[0]] = args[1]
3141 3141 self.db['bookmarks'] = bkms
3142 3142
3143 3143 def magic_pycat(self, parameter_s=''):
3144 3144 """Show a syntax-highlighted file through a pager.
3145 3145
3146 3146 This magic is similar to the cat utility, but it will assume the file
3147 3147 to be Python source and will show it with syntax highlighting. """
3148 3148
3149 3149 try:
3150 3150 filename = get_py_filename(parameter_s)
3151 3151 cont = file_read(filename)
3152 3152 except IOError:
3153 3153 try:
3154 3154 cont = eval(parameter_s,self.user_ns)
3155 3155 except NameError:
3156 3156 cont = None
3157 3157 if cont is None:
3158 3158 print "Error: no such file or variable"
3159 3159 return
3160 3160
3161 3161 page.page(self.shell.pycolorize(cont))
3162 3162
3163 3163 def _rerun_pasted(self):
3164 3164 """ Rerun a previously pasted command.
3165 3165 """
3166 3166 b = self.user_ns.get('pasted_block', None)
3167 3167 if b is None:
3168 3168 raise UsageError('No previous pasted block available')
3169 3169 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3170 3170 exec b in self.user_ns
3171 3171
3172 3172 def _get_pasted_lines(self, sentinel):
3173 3173 """ Yield pasted lines until the user enters the given sentinel value.
3174 3174 """
3175 3175 from IPython.core import interactiveshell
3176 3176 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3177 3177 while True:
3178 3178 l = interactiveshell.raw_input_original(':')
3179 3179 if l == sentinel:
3180 3180 return
3181 3181 else:
3182 3182 yield l
3183 3183
3184 3184 def _strip_pasted_lines_for_code(self, raw_lines):
3185 3185 """ Strip non-code parts of a sequence of lines to return a block of
3186 3186 code.
3187 3187 """
3188 3188 # Regular expressions that declare text we strip from the input:
3189 3189 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3190 3190 r'^\s*(\s?>)+', # Python input prompt
3191 3191 r'^\s*\.{3,}', # Continuation prompts
3192 3192 r'^\++',
3193 3193 ]
3194 3194
3195 3195 strip_from_start = map(re.compile,strip_re)
3196 3196
3197 3197 lines = []
3198 3198 for l in raw_lines:
3199 3199 for pat in strip_from_start:
3200 3200 l = pat.sub('',l)
3201 3201 lines.append(l)
3202 3202
3203 3203 block = "\n".join(lines) + '\n'
3204 3204 #print "block:\n",block
3205 3205 return block
3206 3206
3207 3207 def _execute_block(self, block, par):
3208 3208 """ Execute a block, or store it in a variable, per the user's request.
3209 3209 """
3210 3210 if not par:
3211 3211 b = textwrap.dedent(block)
3212 3212 self.user_ns['pasted_block'] = b
3213 3213 exec b in self.user_ns
3214 3214 else:
3215 3215 self.user_ns[par] = SList(block.splitlines())
3216 3216 print "Block assigned to '%s'" % par
3217 3217
3218 3218 def magic_quickref(self,arg):
3219 3219 """ Show a quick reference sheet """
3220 3220 import IPython.core.usage
3221 3221 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3222 3222
3223 3223 page.page(qr)
3224 3224
3225 3225 def magic_doctest_mode(self,parameter_s=''):
3226 3226 """Toggle doctest mode on and off.
3227 3227
3228 3228 This mode is intended to make IPython behave as much as possible like a
3229 3229 plain Python shell, from the perspective of how its prompts, exceptions
3230 3230 and output look. This makes it easy to copy and paste parts of a
3231 3231 session into doctests. It does so by:
3232 3232
3233 3233 - Changing the prompts to the classic ``>>>`` ones.
3234 3234 - Changing the exception reporting mode to 'Plain'.
3235 3235 - Disabling pretty-printing of output.
3236 3236
3237 3237 Note that IPython also supports the pasting of code snippets that have
3238 3238 leading '>>>' and '...' prompts in them. This means that you can paste
3239 3239 doctests from files or docstrings (even if they have leading
3240 3240 whitespace), and the code will execute correctly. You can then use
3241 3241 '%history -t' to see the translated history; this will give you the
3242 3242 input after removal of all the leading prompts and whitespace, which
3243 3243 can be pasted back into an editor.
3244 3244
3245 3245 With these features, you can switch into this mode easily whenever you
3246 3246 need to do testing and changes to doctests, without having to leave
3247 3247 your existing IPython session.
3248 3248 """
3249 3249
3250 3250 from IPython.utils.ipstruct import Struct
3251 3251
3252 3252 # Shorthands
3253 3253 shell = self.shell
3254 3254 oc = shell.displayhook
3255 3255 meta = shell.meta
3256 3256 disp_formatter = self.shell.display_formatter
3257 3257 ptformatter = disp_formatter.formatters['text/plain']
3258 3258 # dstore is a data store kept in the instance metadata bag to track any
3259 3259 # changes we make, so we can undo them later.
3260 3260 dstore = meta.setdefault('doctest_mode',Struct())
3261 3261 save_dstore = dstore.setdefault
3262 3262
3263 3263 # save a few values we'll need to recover later
3264 3264 mode = save_dstore('mode',False)
3265 3265 save_dstore('rc_pprint',ptformatter.pprint)
3266 3266 save_dstore('xmode',shell.InteractiveTB.mode)
3267 3267 save_dstore('rc_separate_out',shell.separate_out)
3268 3268 save_dstore('rc_separate_out2',shell.separate_out2)
3269 3269 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3270 3270 save_dstore('rc_separate_in',shell.separate_in)
3271 3271 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3272 3272
3273 3273 if mode == False:
3274 3274 # turn on
3275 3275 oc.prompt1.p_template = '>>> '
3276 3276 oc.prompt2.p_template = '... '
3277 3277 oc.prompt_out.p_template = ''
3278 3278
3279 3279 # Prompt separators like plain python
3280 3280 oc.input_sep = oc.prompt1.sep = ''
3281 3281 oc.output_sep = ''
3282 3282 oc.output_sep2 = ''
3283 3283
3284 3284 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3285 3285 oc.prompt_out.pad_left = False
3286 3286
3287 3287 ptformatter.pprint = False
3288 3288 disp_formatter.plain_text_only = True
3289 3289
3290 3290 shell.magic_xmode('Plain')
3291 3291 else:
3292 3292 # turn off
3293 3293 oc.prompt1.p_template = shell.prompt_in1
3294 3294 oc.prompt2.p_template = shell.prompt_in2
3295 3295 oc.prompt_out.p_template = shell.prompt_out
3296 3296
3297 3297 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3298 3298
3299 3299 oc.output_sep = dstore.rc_separate_out
3300 3300 oc.output_sep2 = dstore.rc_separate_out2
3301 3301
3302 3302 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3303 3303 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3304 3304
3305 3305 ptformatter.pprint = dstore.rc_pprint
3306 3306 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3307 3307
3308 3308 shell.magic_xmode(dstore.xmode)
3309 3309
3310 3310 # Store new mode and inform
3311 3311 dstore.mode = bool(1-int(mode))
3312 3312 mode_label = ['OFF','ON'][dstore.mode]
3313 3313 print 'Doctest mode is:', mode_label
3314 3314
3315 3315 def magic_gui(self, parameter_s=''):
3316 3316 """Enable or disable IPython GUI event loop integration.
3317 3317
3318 3318 %gui [GUINAME]
3319 3319
3320 3320 This magic replaces IPython's threaded shells that were activated
3321 3321 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3322 3322 can now be enabled, disabled and changed at runtime and keyboard
3323 3323 interrupts should work without any problems. The following toolkits
3324 3324 are supported: wxPython, PyQt4, PyGTK, and Tk::
3325 3325
3326 3326 %gui wx # enable wxPython event loop integration
3327 3327 %gui qt4|qt # enable PyQt4 event loop integration
3328 3328 %gui gtk # enable PyGTK event loop integration
3329 3329 %gui tk # enable Tk event loop integration
3330 3330 %gui # disable all event loop integration
3331 3331
3332 3332 WARNING: after any of these has been called you can simply create
3333 3333 an application object, but DO NOT start the event loop yourself, as
3334 3334 we have already handled that.
3335 3335 """
3336 3336 from IPython.lib.inputhook import enable_gui
3337 3337 opts, arg = self.parse_options(parameter_s, '')
3338 3338 if arg=='': arg = None
3339 3339 return enable_gui(arg)
3340 3340
3341 3341 def magic_load_ext(self, module_str):
3342 3342 """Load an IPython extension by its module name."""
3343 3343 return self.extension_manager.load_extension(module_str)
3344 3344
3345 3345 def magic_unload_ext(self, module_str):
3346 3346 """Unload an IPython extension by its module name."""
3347 3347 self.extension_manager.unload_extension(module_str)
3348 3348
3349 3349 def magic_reload_ext(self, module_str):
3350 3350 """Reload an IPython extension by its module name."""
3351 3351 self.extension_manager.reload_extension(module_str)
3352 3352
3353 3353 @skip_doctest
3354 3354 def magic_install_profiles(self, s):
3355 3355 """Install the default IPython profiles into the .ipython dir.
3356 3356
3357 3357 If the default profiles have already been installed, they will not
3358 3358 be overwritten. You can force overwriting them by using the ``-o``
3359 3359 option::
3360 3360
3361 3361 In [1]: %install_profiles -o
3362 3362 """
3363 3363 if '-o' in s:
3364 3364 overwrite = True
3365 3365 else:
3366 3366 overwrite = False
3367 3367 from IPython.config import profile
3368 3368 profile_dir = os.path.dirname(profile.__file__)
3369 3369 ipython_dir = self.ipython_dir
3370 3370 print "Installing profiles to: %s [overwrite=%s]"%(ipython_dir,overwrite)
3371 3371 for src in os.listdir(profile_dir):
3372 3372 if src.startswith('profile_'):
3373 3373 name = src.replace('profile_', '')
3374 3374 print " %s"%name
3375 3375 pd = ProfileDir.create_profile_dir_by_name(ipython_dir, name)
3376 3376 pd.copy_config_file('ipython_config.py', path=src,
3377 3377 overwrite=overwrite)
3378 3378
3379 3379 @skip_doctest
3380 3380 def magic_install_default_config(self, s):
3381 3381 """Install IPython's default config file into the .ipython dir.
3382 3382
3383 3383 If the default config file (:file:`ipython_config.py`) is already
3384 3384 installed, it will not be overwritten. You can force overwriting
3385 3385 by using the ``-o`` option::
3386 3386
3387 3387 In [1]: %install_default_config
3388 3388 """
3389 3389 if '-o' in s:
3390 3390 overwrite = True
3391 3391 else:
3392 3392 overwrite = False
3393 3393 pd = self.shell.profile_dir
3394 3394 print "Installing default config file in: %s" % pd.location
3395 3395 pd.copy_config_file('ipython_config.py', overwrite=overwrite)
3396 3396
3397 3397 # Pylab support: simple wrappers that activate pylab, load gui input
3398 3398 # handling and modify slightly %run
3399 3399
3400 3400 @skip_doctest
3401 3401 def _pylab_magic_run(self, parameter_s=''):
3402 3402 Magic.magic_run(self, parameter_s,
3403 3403 runner=mpl_runner(self.shell.safe_execfile))
3404 3404
3405 3405 _pylab_magic_run.__doc__ = magic_run.__doc__
3406 3406
3407 3407 @skip_doctest
3408 3408 def magic_pylab(self, s):
3409 3409 """Load numpy and matplotlib to work interactively.
3410 3410
3411 3411 %pylab [GUINAME]
3412 3412
3413 3413 This function lets you activate pylab (matplotlib, numpy and
3414 3414 interactive support) at any point during an IPython session.
3415 3415
3416 3416 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3417 3417 pylab and mlab, as well as all names from numpy and pylab.
3418 3418
3419 3419 Parameters
3420 3420 ----------
3421 3421 guiname : optional
3422 3422 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3423 3423 'tk'). If given, the corresponding Matplotlib backend is used,
3424 3424 otherwise matplotlib's default (which you can override in your
3425 3425 matplotlib config file) is used.
3426 3426
3427 3427 Examples
3428 3428 --------
3429 3429 In this case, where the MPL default is TkAgg:
3430 3430 In [2]: %pylab
3431 3431
3432 3432 Welcome to pylab, a matplotlib-based Python environment.
3433 3433 Backend in use: TkAgg
3434 3434 For more information, type 'help(pylab)'.
3435 3435
3436 3436 But you can explicitly request a different backend:
3437 3437 In [3]: %pylab qt
3438 3438
3439 3439 Welcome to pylab, a matplotlib-based Python environment.
3440 3440 Backend in use: Qt4Agg
3441 3441 For more information, type 'help(pylab)'.
3442 3442 """
3443 3443 self.shell.enable_pylab(s)
3444 3444
3445 3445 def magic_tb(self, s):
3446 3446 """Print the last traceback with the currently active exception mode.
3447 3447
3448 3448 See %xmode for changing exception reporting modes."""
3449 3449 self.shell.showtraceback()
3450 3450
3451 3451 @skip_doctest
3452 3452 def magic_precision(self, s=''):
3453 3453 """Set floating point precision for pretty printing.
3454 3454
3455 3455 Can set either integer precision or a format string.
3456 3456
3457 3457 If numpy has been imported and precision is an int,
3458 3458 numpy display precision will also be set, via ``numpy.set_printoptions``.
3459 3459
3460 3460 If no argument is given, defaults will be restored.
3461 3461
3462 3462 Examples
3463 3463 --------
3464 3464 ::
3465 3465
3466 3466 In [1]: from math import pi
3467 3467
3468 3468 In [2]: %precision 3
3469 3469 Out[2]: u'%.3f'
3470 3470
3471 3471 In [3]: pi
3472 3472 Out[3]: 3.142
3473 3473
3474 3474 In [4]: %precision %i
3475 3475 Out[4]: u'%i'
3476 3476
3477 3477 In [5]: pi
3478 3478 Out[5]: 3
3479 3479
3480 3480 In [6]: %precision %e
3481 3481 Out[6]: u'%e'
3482 3482
3483 3483 In [7]: pi**10
3484 3484 Out[7]: 9.364805e+04
3485 3485
3486 3486 In [8]: %precision
3487 3487 Out[8]: u'%r'
3488 3488
3489 3489 In [9]: pi**10
3490 3490 Out[9]: 93648.047476082982
3491 3491
3492 3492 """
3493 3493
3494 3494 ptformatter = self.shell.display_formatter.formatters['text/plain']
3495 3495 ptformatter.float_precision = s
3496 3496 return ptformatter.float_format
3497 3497
3498 3498 # end Magic
@@ -1,524 +1,524 b''
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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