##// END OF EJS Templates
Add support for simultaneous interactive and inline matplotlib plots....
Add support for simultaneous interactive and inline matplotlib plots. In purely svg mode, there is now no lag with draw() operations, they just produce the figure immediately. And in gui mode, a new function, 'paste', is added to plt and to the user's namespace, that pastes open figures from GUI windows into the editing widget as inline SVGs.

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r2933:ec4fc6e8
r2987:94057a1f
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oinspect.py
810 lines | 28.6 KiB | text/x-python | PythonLexer
# -*- coding: utf-8 -*-
"""Tools for inspecting Python objects.
Uses syntax highlighting for presenting the various information elements.
Similar in spirit to the inspect module, but all calls take a name argument to
reference the name under which an object is being read.
"""
#*****************************************************************************
# Copyright (C) 2001-2004 Fernando Perez <fperez@colorado.edu>
#
# Distributed under the terms of the BSD License. The full license is in
# the file COPYING, distributed as part of this software.
#*****************************************************************************
__all__ = ['Inspector','InspectColors']
# stdlib modules
import __builtin__
import StringIO
import inspect
import linecache
import os
import string
import sys
import types
from collections import namedtuple
from itertools import izip_longest
# IPython's own
from IPython.core import page
from IPython.external.Itpl import itpl
from IPython.utils import PyColorize
import IPython.utils.io
from IPython.utils.text import indent
from IPython.utils.wildcard import list_namespace
from IPython.utils.coloransi import *
#****************************************************************************
# Builtin color schemes
Colors = TermColors # just a shorthand
# Build a few color schemes
NoColor = ColorScheme(
'NoColor',{
'header' : Colors.NoColor,
'normal' : Colors.NoColor # color off (usu. Colors.Normal)
} )
LinuxColors = ColorScheme(
'Linux',{
'header' : Colors.LightRed,
'normal' : Colors.Normal # color off (usu. Colors.Normal)
} )
LightBGColors = ColorScheme(
'LightBG',{
'header' : Colors.Red,
'normal' : Colors.Normal # color off (usu. Colors.Normal)
} )
# Build table of color schemes (needed by the parser)
InspectColors = ColorSchemeTable([NoColor,LinuxColors,LightBGColors],
'Linux')
#****************************************************************************
# Auxiliary functions and objects
# See the messaging spec for the definition of all these fields. This list
# effectively defines the order of display
info_fields = ['type_name', 'base_class', 'string_form', 'namespace',
'length', 'file', 'definition', 'docstring', 'source',
'init_definition', 'class_docstring', 'init_docstring',
'call_def', 'call_docstring',
# These won't be printed but will be used to determine how to
# format the object
'ismagic', 'isalias', 'argspec', 'found',
]
ObjectInfo = namedtuple('ObjectInfo', info_fields)
def mk_object_info(kw):
"""Make a f"""
infodict = dict(izip_longest(info_fields, [None]))
infodict.update(kw)
return ObjectInfo(**infodict)
def getdoc(obj):
"""Stable wrapper around inspect.getdoc.
This can't crash because of attribute problems.
It also attempts to call a getdoc() method on the given object. This
allows objects which provide their docstrings via non-standard mechanisms
(like Pyro proxies) to still be inspected by ipython's ? system."""
ds = None # default return value
try:
ds = inspect.getdoc(obj)
except:
# Harden against an inspect failure, which can occur with
# SWIG-wrapped extensions.
pass
# Allow objects to offer customized documentation via a getdoc method:
try:
ds2 = obj.getdoc()
except:
pass
else:
# if we get extra info, we add it to the normal docstring.
if ds is None:
ds = ds2
else:
ds = '%s\n%s' % (ds,ds2)
return ds
def getsource(obj,is_binary=False):
"""Wrapper around inspect.getsource.
This can be modified by other projects to provide customized source
extraction.
Inputs:
- obj: an object whose source code we will attempt to extract.
Optional inputs:
- is_binary: whether the object is known to come from a binary source.
This implementation will skip returning any output for binary objects, but
custom extractors may know how to meaningfully process them."""
if is_binary:
return None
else:
try:
src = inspect.getsource(obj)
except TypeError:
if hasattr(obj,'__class__'):
src = inspect.getsource(obj.__class__)
return src
def getargspec(obj):
"""Get the names and default values of a function's arguments.
A tuple of four things is returned: (args, varargs, varkw, defaults).
'args' is a list of the argument names (it may contain nested lists).
'varargs' and 'varkw' are the names of the * and ** arguments or None.
'defaults' is an n-tuple of the default values of the last n arguments.
Modified version of inspect.getargspec from the Python Standard
Library."""
if inspect.isfunction(obj):
func_obj = obj
elif inspect.ismethod(obj):
func_obj = obj.im_func
else:
raise TypeError('arg is not a Python function')
args, varargs, varkw = inspect.getargs(func_obj.func_code)
return args, varargs, varkw, func_obj.func_defaults
#****************************************************************************
# Class definitions
class myStringIO(StringIO.StringIO):
"""Adds a writeln method to normal StringIO."""
def writeln(self,*arg,**kw):
"""Does a write() and then a write('\n')"""
self.write(*arg,**kw)
self.write('\n')
class Inspector:
def __init__(self,color_table,code_color_table,scheme,
str_detail_level=0):
self.color_table = color_table
self.parser = PyColorize.Parser(code_color_table,out='str')
self.format = self.parser.format
self.str_detail_level = str_detail_level
self.set_active_scheme(scheme)
def _getdef(self,obj,oname=''):
"""Return the definition header for any callable object.
If any exception is generated, None is returned instead and the
exception is suppressed."""
try:
# We need a plain string here, NOT unicode!
hdef = oname + inspect.formatargspec(*getargspec(obj))
return hdef.encode('ascii')
except:
return None
def __head(self,h):
"""Return a header string with proper colors."""
return '%s%s%s' % (self.color_table.active_colors.header,h,
self.color_table.active_colors.normal)
def set_active_scheme(self,scheme):
self.color_table.set_active_scheme(scheme)
self.parser.color_table.set_active_scheme(scheme)
def noinfo(self,msg,oname):
"""Generic message when no information is found."""
print 'No %s found' % msg,
if oname:
print 'for %s' % oname
else:
print
def pdef(self,obj,oname=''):
"""Print the definition header for any callable object.
If the object is a class, print the constructor information."""
if not callable(obj):
print 'Object is not callable.'
return
header = ''
if inspect.isclass(obj):
header = self.__head('Class constructor information:\n')
obj = obj.__init__
elif type(obj) is types.InstanceType:
obj = obj.__call__
output = self._getdef(obj,oname)
if output is None:
self.noinfo('definition header',oname)
else:
print >>IPython.utils.io.Term.cout, header,self.format(output),
def pdoc(self,obj,oname='',formatter = None):
"""Print the docstring for any object.
Optional:
-formatter: a function to run the docstring through for specially
formatted docstrings."""
head = self.__head # so that itpl can find it even if private
ds = getdoc(obj)
if formatter:
ds = formatter(ds)
if inspect.isclass(obj):
init_ds = getdoc(obj.__init__)
output = itpl('$head("Class Docstring:")\n'
'$indent(ds)\n'
'$head("Constructor Docstring"):\n'
'$indent(init_ds)')
elif (type(obj) is types.InstanceType or isinstance(obj,object)) \
and hasattr(obj,'__call__'):
call_ds = getdoc(obj.__call__)
if call_ds:
output = itpl('$head("Class Docstring:")\n$indent(ds)\n'
'$head("Calling Docstring:")\n$indent(call_ds)')
else:
output = ds
else:
output = ds
if output is None:
self.noinfo('documentation',oname)
return
page.page(output)
def psource(self,obj,oname=''):
"""Print the source code for an object."""
# Flush the source cache because inspect can return out-of-date source
linecache.checkcache()
try:
src = getsource(obj)
except:
self.noinfo('source',oname)
else:
page.page(self.format(src))
def pfile(self,obj,oname=''):
"""Show the whole file where an object was defined."""
try:
try:
lineno = inspect.getsourcelines(obj)[1]
except TypeError:
# For instances, try the class object like getsource() does
if hasattr(obj,'__class__'):
lineno = inspect.getsourcelines(obj.__class__)[1]
# Adjust the inspected object so getabsfile() below works
obj = obj.__class__
except:
self.noinfo('file',oname)
return
# We only reach this point if object was successfully queried
# run contents of file through pager starting at line
# where the object is defined
ofile = inspect.getabsfile(obj)
if (ofile.endswith('.so') or ofile.endswith('.dll')):
print 'File %r is binary, not printing.' % ofile
elif not os.path.isfile(ofile):
print 'File %r does not exist, not printing.' % ofile
else:
# Print only text files, not extension binaries. Note that
# getsourcelines returns lineno with 1-offset and page() uses
# 0-offset, so we must adjust.
page.page(self.format(open(ofile).read()),lineno-1)
def pinfo(self,obj,oname='',formatter=None,info=None,detail_level=0):
"""Show detailed information about an object.
Optional arguments:
- oname: name of the variable pointing to the object.
- formatter: special formatter for docstrings (see pdoc)
- info: a structure with some information fields which may have been
precomputed already.
- detail_level: if set to 1, more information is given.
"""
obj_type = type(obj)
header = self.__head
if info is None:
ismagic = 0
isalias = 0
ospace = ''
else:
ismagic = info.ismagic
isalias = info.isalias
ospace = info.namespace
# Get docstring, special-casing aliases:
if isalias:
if not callable(obj):
try:
ds = "Alias to the system command:\n %s" % obj[1]
except:
ds = "Alias: " + str(obj)
else:
ds = "Alias to " + str(obj)
if obj.__doc__:
ds += "\nDocstring:\n" + obj.__doc__
else:
ds = getdoc(obj)
if ds is None:
ds = '<no docstring>'
if formatter is not None:
ds = formatter(ds)
# store output in a list which gets joined with \n at the end.
out = myStringIO()
string_max = 200 # max size of strings to show (snipped if longer)
shalf = int((string_max -5)/2)
if ismagic:
obj_type_name = 'Magic function'
elif isalias:
obj_type_name = 'System alias'
else:
obj_type_name = obj_type.__name__
out.writeln(header('Type:\t\t')+obj_type_name)
try:
bclass = obj.__class__
out.writeln(header('Base Class:\t')+str(bclass))
except: pass
# String form, but snip if too long in ? form (full in ??)
if detail_level >= self.str_detail_level:
try:
ostr = str(obj)
str_head = 'String Form:'
if not detail_level and len(ostr)>string_max:
ostr = ostr[:shalf] + ' <...> ' + ostr[-shalf:]
ostr = ("\n" + " " * len(str_head.expandtabs())).\
join(map(string.strip,ostr.split("\n")))
if ostr.find('\n') > -1:
# Print multi-line strings starting at the next line.
str_sep = '\n'
else:
str_sep = '\t'
out.writeln("%s%s%s" % (header(str_head),str_sep,ostr))
except:
pass
if ospace:
out.writeln(header('Namespace:\t')+ospace)
# Length (for strings and lists)
try:
length = str(len(obj))
out.writeln(header('Length:\t\t')+length)
except: pass
# Filename where object was defined
binary_file = False
try:
try:
fname = inspect.getabsfile(obj)
except TypeError:
# For an instance, the file that matters is where its class was
# declared.
if hasattr(obj,'__class__'):
fname = inspect.getabsfile(obj.__class__)
if fname.endswith('<string>'):
fname = 'Dynamically generated function. No source code available.'
if (fname.endswith('.so') or fname.endswith('.dll')):
binary_file = True
out.writeln(header('File:\t\t')+fname)
except:
# if anything goes wrong, we don't want to show source, so it's as
# if the file was binary
binary_file = True
# reconstruct the function definition and print it:
defln = self._getdef(obj,oname)
if defln:
out.write(header('Definition:\t')+self.format(defln))
# Docstrings only in detail 0 mode, since source contains them (we
# avoid repetitions). If source fails, we add them back, see below.
if ds and detail_level == 0:
out.writeln(header('Docstring:\n') + indent(ds))
# Original source code for any callable
if detail_level:
# Flush the source cache because inspect can return out-of-date
# source
linecache.checkcache()
source_success = False
try:
try:
src = getsource(obj,binary_file)
except TypeError:
if hasattr(obj,'__class__'):
src = getsource(obj.__class__,binary_file)
if src is not None:
source = self.format(src)
out.write(header('Source:\n')+source.rstrip())
source_success = True
except Exception, msg:
pass
if ds and not source_success:
out.writeln(header('Docstring [source file open failed]:\n')
+ indent(ds))
# Constructor docstring for classes
if inspect.isclass(obj):
# reconstruct the function definition and print it:
try:
obj_init = obj.__init__
except AttributeError:
init_def = init_ds = None
else:
init_def = self._getdef(obj_init,oname)
init_ds = getdoc(obj_init)
# Skip Python's auto-generated docstrings
if init_ds and \
init_ds.startswith('x.__init__(...) initializes'):
init_ds = None
if init_def or init_ds:
out.writeln(header('\nConstructor information:'))
if init_def:
out.write(header('Definition:\t')+ self.format(init_def))
if init_ds:
out.writeln(header('Docstring:\n') + indent(init_ds))
# and class docstring for instances:
elif obj_type is types.InstanceType or \
isinstance(obj,object):
# First, check whether the instance docstring is identical to the
# class one, and print it separately if they don't coincide. In
# most cases they will, but it's nice to print all the info for
# objects which use instance-customized docstrings.
if ds:
try:
cls = getattr(obj,'__class__')
except:
class_ds = None
else:
class_ds = getdoc(cls)
# Skip Python's auto-generated docstrings
if class_ds and \
(class_ds.startswith('function(code, globals[,') or \
class_ds.startswith('instancemethod(function, instance,') or \
class_ds.startswith('module(name[,') ):
class_ds = None
if class_ds and ds != class_ds:
out.writeln(header('Class Docstring:\n') +
indent(class_ds))
# Next, try to show constructor docstrings
try:
init_ds = getdoc(obj.__init__)
# Skip Python's auto-generated docstrings
if init_ds and \
init_ds.startswith('x.__init__(...) initializes'):
init_ds = None
except AttributeError:
init_ds = None
if init_ds:
out.writeln(header('Constructor Docstring:\n') +
indent(init_ds))
# Call form docstring for callable instances
if hasattr(obj,'__call__'):
#out.writeln(header('Callable:\t')+'Yes')
call_def = self._getdef(obj.__call__,oname)
#if call_def is None:
# out.writeln(header('Call def:\t')+
# 'Calling definition not available.')
if call_def is not None:
out.writeln(header('Call def:\t')+self.format(call_def))
call_ds = getdoc(obj.__call__)
# Skip Python's auto-generated docstrings
if call_ds and call_ds.startswith('x.__call__(...) <==> x(...)'):
call_ds = None
if call_ds:
out.writeln(header('Call docstring:\n') + indent(call_ds))
# Finally send to printer/pager
output = out.getvalue()
if output:
page.page(output)
# end pinfo
def info(self, obj, oname='', formatter=None, info=None, detail_level=0):
"""Compute a dict with detailed information about an object.
Optional arguments:
- oname: name of the variable pointing to the object.
- formatter: special formatter for docstrings (see pdoc)
- info: a structure with some information fields which may have been
precomputed already.
- detail_level: if set to 1, more information is given.
"""
obj_type = type(obj)
header = self.__head
if info is None:
ismagic = 0
isalias = 0
ospace = ''
else:
ismagic = info.ismagic
isalias = info.isalias
ospace = info.namespace
# Get docstring, special-casing aliases:
if isalias:
if not callable(obj):
try:
ds = "Alias to the system command:\n %s" % obj[1]
except:
ds = "Alias: " + str(obj)
else:
ds = "Alias to " + str(obj)
if obj.__doc__:
ds += "\nDocstring:\n" + obj.__doc__
else:
ds = getdoc(obj)
if ds is None:
ds = '<no docstring>'
if formatter is not None:
ds = formatter(ds)
# store output in a dict, we'll later convert it to an ObjectInfo. We
# initialize it here and fill it as we go
out = dict(found=True, isalias=isalias, ismagic=ismagic)
string_max = 200 # max size of strings to show (snipped if longer)
shalf = int((string_max -5)/2)
if ismagic:
obj_type_name = 'Magic function'
elif isalias:
obj_type_name = 'System alias'
else:
obj_type_name = obj_type.__name__
out['type_name'] = obj_type_name
try:
bclass = obj.__class__
out['base_class'] = str(bclass)
except: pass
# String form, but snip if too long in ? form (full in ??)
if detail_level >= self.str_detail_level:
try:
ostr = str(obj)
str_head = 'string_form'
if not detail_level and len(ostr)>string_max:
ostr = ostr[:shalf] + ' <...> ' + ostr[-shalf:]
ostr = ("\n" + " " * len(str_head.expandtabs())).\
join(map(string.strip,ostr.split("\n")))
if ostr.find('\n') > -1:
# Print multi-line strings starting at the next line.
str_sep = '\n'
else:
str_sep = '\t'
out[str_head] = ostr
except:
pass
if ospace:
out['namespace'] = ospace
# Length (for strings and lists)
try:
out['length'] = str(len(obj))
except: pass
# Filename where object was defined
binary_file = False
try:
try:
fname = inspect.getabsfile(obj)
except TypeError:
# For an instance, the file that matters is where its class was
# declared.
if hasattr(obj,'__class__'):
fname = inspect.getabsfile(obj.__class__)
if fname.endswith('<string>'):
fname = 'Dynamically generated function. No source code available.'
if (fname.endswith('.so') or fname.endswith('.dll')):
binary_file = True
out['file'] = fname
except:
# if anything goes wrong, we don't want to show source, so it's as
# if the file was binary
binary_file = True
# reconstruct the function definition and print it:
defln = self._getdef(obj,oname)
if defln:
out['definition'] = self.format(defln)
args, varargs, varkw, func_defaults = getargspec(obj)
out['argspec'] = dict(args=args, varargs=varargs,
varkw=varkw, func_defaults=func_defaults)
# Docstrings only in detail 0 mode, since source contains them (we
# avoid repetitions). If source fails, we add them back, see below.
if ds and detail_level == 0:
out['docstring'] = indent(ds)
# Original source code for any callable
if detail_level:
# Flush the source cache because inspect can return out-of-date
# source
linecache.checkcache()
source_success = False
try:
try:
src = getsource(obj,binary_file)
except TypeError:
if hasattr(obj,'__class__'):
src = getsource(obj.__class__,binary_file)
if src is not None:
source = self.format(src)
out['source'] = source.rstrip()
source_success = True
except Exception, msg:
pass
# Constructor docstring for classes
if inspect.isclass(obj):
# reconstruct the function definition and print it:
try:
obj_init = obj.__init__
except AttributeError:
init_def = init_ds = None
else:
init_def = self._getdef(obj_init,oname)
init_ds = getdoc(obj_init)
# Skip Python's auto-generated docstrings
if init_ds and \
init_ds.startswith('x.__init__(...) initializes'):
init_ds = None
if init_def or init_ds:
if init_def:
out['init_definition'] = self.format(init_def)
if init_ds:
out['init_docstring'] = indent(init_ds)
# and class docstring for instances:
elif obj_type is types.InstanceType or \
isinstance(obj,object):
# First, check whether the instance docstring is identical to the
# class one, and print it separately if they don't coincide. In
# most cases they will, but it's nice to print all the info for
# objects which use instance-customized docstrings.
if ds:
try:
cls = getattr(obj,'__class__')
except:
class_ds = None
else:
class_ds = getdoc(cls)
# Skip Python's auto-generated docstrings
if class_ds and \
(class_ds.startswith('function(code, globals[,') or \
class_ds.startswith('instancemethod(function, instance,') or \
class_ds.startswith('module(name[,') ):
class_ds = None
if class_ds and ds != class_ds:
out['class_docstring'] = indent(class_ds)
# Next, try to show constructor docstrings
try:
init_ds = getdoc(obj.__init__)
# Skip Python's auto-generated docstrings
if init_ds and \
init_ds.startswith('x.__init__(...) initializes'):
init_ds = None
except AttributeError:
init_ds = None
if init_ds:
out['init_docstring'] = indent(init_ds)
# Call form docstring for callable instances
if hasattr(obj,'__call__'):
call_def = self._getdef(obj.__call__,oname)
if call_def is not None:
out['call_def'] = self.format(call_def)
call_ds = getdoc(obj.__call__)
# Skip Python's auto-generated docstrings
if call_ds and call_ds.startswith('x.__call__(...) <==> x(...)'):
call_ds = None
if call_ds:
out['call_docstring'] = indent(call_ds)
return mk_object_info(out)
def psearch(self,pattern,ns_table,ns_search=[],
ignore_case=False,show_all=False):
"""Search namespaces with wildcards for objects.
Arguments:
- pattern: string containing shell-like wildcards to use in namespace
searches and optionally a type specification to narrow the search to
objects of that type.
- ns_table: dict of name->namespaces for search.
Optional arguments:
- ns_search: list of namespace names to include in search.
- ignore_case(False): make the search case-insensitive.
- show_all(False): show all names, including those starting with
underscores.
"""
#print 'ps pattern:<%r>' % pattern # dbg
# defaults
type_pattern = 'all'
filter = ''
cmds = pattern.split()
len_cmds = len(cmds)
if len_cmds == 1:
# Only filter pattern given
filter = cmds[0]
elif len_cmds == 2:
# Both filter and type specified
filter,type_pattern = cmds
else:
raise ValueError('invalid argument string for psearch: <%s>' %
pattern)
# filter search namespaces
for name in ns_search:
if name not in ns_table:
raise ValueError('invalid namespace <%s>. Valid names: %s' %
(name,ns_table.keys()))
#print 'type_pattern:',type_pattern # dbg
search_result = []
for ns_name in ns_search:
ns = ns_table[ns_name]
tmp_res = list(list_namespace(ns,type_pattern,filter,
ignore_case=ignore_case,
show_all=show_all))
search_result.extend(tmp_res)
search_result.sort()
page.page('\n'.join(search_result))