|  | # -*- coding: iso-8859-1 -*- | 
|  | """Get useful information from live Python objects. | 
|  |  | 
|  | This module encapsulates the interface provided by the internal special | 
|  | attributes (func_*, co_*, im_*, tb_*, etc.) in a friendlier fashion. | 
|  | It also provides some help for examining source code and class layout. | 
|  |  | 
|  | Here are some of the useful functions provided by this module: | 
|  |  | 
|  | ismodule(), isclass(), ismethod(), isfunction(), isgeneratorfunction(), | 
|  | isgenerator(), istraceback(), isframe(), iscode(), isbuiltin(), | 
|  | isroutine() - check object types | 
|  | getmembers() - get members of an object that satisfy a given condition | 
|  |  | 
|  | getfile(), getsourcefile(), getsource() - find an object's source code | 
|  | getdoc(), getcomments() - get documentation on an object | 
|  | getmodule() - determine the module that an object came from | 
|  | getclasstree() - arrange classes so as to represent their hierarchy | 
|  |  | 
|  | getargspec(), getargvalues(), getcallargs() - get info about function arguments | 
|  | formatargspec(), formatargvalues() - format an argument spec | 
|  | getouterframes(), getinnerframes() - get info about frames | 
|  | currentframe() - get the current stack frame | 
|  | stack(), trace() - get info about frames on the stack or in a traceback | 
|  | """ | 
|  |  | 
|  | # This module is in the public domain.  No warranties. | 
|  |  | 
|  | __author__ = 'Ka-Ping Yee <[email protected]>' | 
|  | __date__ = '1 Jan 2001' | 
|  |  | 
|  | import sys | 
|  | import os | 
|  | import types | 
|  | import string | 
|  | import re | 
|  | import dis | 
|  | import imp | 
|  | import tokenize | 
|  | import linecache | 
|  | from operator import attrgetter | 
|  | from collections import namedtuple | 
|  |  | 
|  | # These constants are from Include/code.h. | 
|  | CO_OPTIMIZED, CO_NEWLOCALS, CO_VARARGS, CO_VARKEYWORDS = 0x1, 0x2, 0x4, 0x8 | 
|  | CO_NESTED, CO_GENERATOR, CO_NOFREE = 0x10, 0x20, 0x40 | 
|  | # See Include/object.h | 
|  | TPFLAGS_IS_ABSTRACT = 1 << 20 | 
|  |  | 
|  | # ----------------------------------------------------------- type-checking | 
|  | def ismodule(object): | 
|  | """Return true if the object is a module. | 
|  |  | 
|  | Module objects provide these attributes: | 
|  | __doc__         documentation string | 
|  | __file__        filename (missing for built-in modules)""" | 
|  | return isinstance(object, types.ModuleType) | 
|  |  | 
|  | def isclass(object): | 
|  | """Return true if the object is a class. | 
|  |  | 
|  | Class objects provide these attributes: | 
|  | __doc__         documentation string | 
|  | __module__      name of module in which this class was defined""" | 
|  | return isinstance(object, (type, types.ClassType)) | 
|  |  | 
|  | def ismethod(object): | 
|  | """Return true if the object is an instance method. | 
|  |  | 
|  | Instance method objects provide these attributes: | 
|  | __doc__         documentation string | 
|  | __name__        name with which this method was defined | 
|  | im_class        class object in which this method belongs | 
|  | im_func         function object containing implementation of method | 
|  | im_self         instance to which this method is bound, or None""" | 
|  | return isinstance(object, types.MethodType) | 
|  |  | 
|  | def ismethoddescriptor(object): | 
|  | """Return true if the object is a method descriptor. | 
|  |  | 
|  | But not if ismethod() or isclass() or isfunction() are true. | 
|  |  | 
|  | This is new in Python 2.2, and, for example, is true of int.__add__. | 
|  | An object passing this test has a __get__ attribute but not a __set__ | 
|  | attribute, but beyond that the set of attributes varies.  __name__ is | 
|  | usually sensible, and __doc__ often is. | 
|  |  | 
|  | Methods implemented via descriptors that also pass one of the other | 
|  | tests return false from the ismethoddescriptor() test, simply because | 
|  | the other tests promise more -- you can, e.g., count on having the | 
|  | im_func attribute (etc) when an object passes ismethod().""" | 
|  | return (hasattr(object, "__get__") | 
|  | and not hasattr(object, "__set__") # else it's a data descriptor | 
|  | and not ismethod(object)           # mutual exclusion | 
|  | and not isfunction(object) | 
|  | and not isclass(object)) | 
|  |  | 
|  | def isdatadescriptor(object): | 
|  | """Return true if the object is a data descriptor. | 
|  |  | 
|  | Data descriptors have both a __get__ and a __set__ attribute.  Examples are | 
|  | properties (defined in Python) and getsets and members (defined in C). | 
|  | Typically, data descriptors will also have __name__ and __doc__ attributes | 
|  | (properties, getsets, and members have both of these attributes), but this | 
|  | is not guaranteed.""" | 
|  | return (hasattr(object, "__set__") and hasattr(object, "__get__")) | 
|  |  | 
|  | if hasattr(types, 'MemberDescriptorType'): | 
|  | # CPython and equivalent | 
|  | def ismemberdescriptor(object): | 
|  | """Return true if the object is a member descriptor. | 
|  |  | 
|  | Member descriptors are specialized descriptors defined in extension | 
|  | modules.""" | 
|  | return isinstance(object, types.MemberDescriptorType) | 
|  | else: | 
|  | # Other implementations | 
|  | def ismemberdescriptor(object): | 
|  | """Return true if the object is a member descriptor. | 
|  |  | 
|  | Member descriptors are specialized descriptors defined in extension | 
|  | modules.""" | 
|  | return False | 
|  |  | 
|  | if hasattr(types, 'GetSetDescriptorType'): | 
|  | # CPython and equivalent | 
|  | def isgetsetdescriptor(object): | 
|  | """Return true if the object is a getset descriptor. | 
|  |  | 
|  | getset descriptors are specialized descriptors defined in extension | 
|  | modules.""" | 
|  | return isinstance(object, types.GetSetDescriptorType) | 
|  | else: | 
|  | # Other implementations | 
|  | def isgetsetdescriptor(object): | 
|  | """Return true if the object is a getset descriptor. | 
|  |  | 
|  | getset descriptors are specialized descriptors defined in extension | 
|  | modules.""" | 
|  | return False | 
|  |  | 
|  | def isfunction(object): | 
|  | """Return true if the object is a user-defined function. | 
|  |  | 
|  | Function objects provide these attributes: | 
|  | __doc__         documentation string | 
|  | __name__        name with which this function was defined | 
|  | func_code       code object containing compiled function bytecode | 
|  | func_defaults   tuple of any default values for arguments | 
|  | func_doc        (same as __doc__) | 
|  | func_globals    global namespace in which this function was defined | 
|  | func_name       (same as __name__)""" | 
|  | return isinstance(object, types.FunctionType) | 
|  |  | 
|  | def isgeneratorfunction(object): | 
|  | """Return true if the object is a user-defined generator function. | 
|  |  | 
|  | Generator function objects provide the same attributes as functions. | 
|  | See help(isfunction) for a list of attributes.""" | 
|  | return bool((isfunction(object) or ismethod(object)) and | 
|  | object.func_code.co_flags & CO_GENERATOR) | 
|  |  | 
|  | def isgenerator(object): | 
|  | """Return true if the object is a generator. | 
|  |  | 
|  | Generator objects provide these attributes: | 
|  | __iter__        defined to support iteration over container | 
|  | close           raises a new GeneratorExit exception inside the | 
|  | generator to terminate the iteration | 
|  | gi_code         code object | 
|  | gi_frame        frame object or possibly None once the generator has | 
|  | been exhausted | 
|  | gi_running      set to 1 when generator is executing, 0 otherwise | 
|  | next            return the next item from the container | 
|  | send            resumes the generator and "sends" a value that becomes | 
|  | the result of the current yield-expression | 
|  | throw           used to raise an exception inside the generator""" | 
|  | return isinstance(object, types.GeneratorType) | 
|  |  | 
|  | def istraceback(object): | 
|  | """Return true if the object is a traceback. | 
|  |  | 
|  | Traceback objects provide these attributes: | 
|  | tb_frame        frame object at this level | 
|  | tb_lasti        index of last attempted instruction in bytecode | 
|  | tb_lineno       current line number in Python source code | 
|  | tb_next         next inner traceback object (called by this level)""" | 
|  | return isinstance(object, types.TracebackType) | 
|  |  | 
|  | def isframe(object): | 
|  | """Return true if the object is a frame object. | 
|  |  | 
|  | Frame objects provide these attributes: | 
|  | f_back          next outer frame object (this frame's caller) | 
|  | f_builtins      built-in namespace seen by this frame | 
|  | f_code          code object being executed in this frame | 
|  | f_exc_traceback traceback if raised in this frame, or None | 
|  | f_exc_type      exception type if raised in this frame, or None | 
|  | f_exc_value     exception value if raised in this frame, or None | 
|  | f_globals       global namespace seen by this frame | 
|  | f_lasti         index of last attempted instruction in bytecode | 
|  | f_lineno        current line number in Python source code | 
|  | f_locals        local namespace seen by this frame | 
|  | f_restricted    0 or 1 if frame is in restricted execution mode | 
|  | f_trace         tracing function for this frame, or None""" | 
|  | return isinstance(object, types.FrameType) | 
|  |  | 
|  | def iscode(object): | 
|  | """Return true if the object is a code object. | 
|  |  | 
|  | Code objects provide these attributes: | 
|  | co_argcount     number of arguments (not including * or ** args) | 
|  | co_code         string of raw compiled bytecode | 
|  | co_consts       tuple of constants used in the bytecode | 
|  | co_filename     name of file in which this code object was created | 
|  | co_firstlineno  number of first line in Python source code | 
|  | co_flags        bitmap: 1=optimized | 2=newlocals | 4=*arg | 8=**arg | 
|  | co_lnotab       encoded mapping of line numbers to bytecode indices | 
|  | co_name         name with which this code object was defined | 
|  | co_names        tuple of names of local variables | 
|  | co_nlocals      number of local variables | 
|  | co_stacksize    virtual machine stack space required | 
|  | co_varnames     tuple of names of arguments and local variables""" | 
|  | return isinstance(object, types.CodeType) | 
|  |  | 
|  | def isbuiltin(object): | 
|  | """Return true if the object is a built-in function or method. | 
|  |  | 
|  | Built-in functions and methods provide these attributes: | 
|  | __doc__         documentation string | 
|  | __name__        original name of this function or method | 
|  | __self__        instance to which a method is bound, or None""" | 
|  | return isinstance(object, types.BuiltinFunctionType) | 
|  |  | 
|  | def isroutine(object): | 
|  | """Return true if the object is any kind of function or method.""" | 
|  | return (isbuiltin(object) | 
|  | or isfunction(object) | 
|  | or ismethod(object) | 
|  | or ismethoddescriptor(object)) | 
|  |  | 
|  | def isabstract(object): | 
|  | """Return true if the object is an abstract base class (ABC).""" | 
|  | return bool(isinstance(object, type) and object.__flags__ & TPFLAGS_IS_ABSTRACT) | 
|  |  | 
|  | def getmembers(object, predicate=None): | 
|  | """Return all members of an object as (name, value) pairs sorted by name. | 
|  | Optionally, only return members that satisfy a given predicate.""" | 
|  | results = [] | 
|  | for key in dir(object): | 
|  | try: | 
|  | value = getattr(object, key) | 
|  | except AttributeError: | 
|  | continue | 
|  | if not predicate or predicate(value): | 
|  | results.append((key, value)) | 
|  | results.sort() | 
|  | return results | 
|  |  | 
|  | Attribute = namedtuple('Attribute', 'name kind defining_class object') | 
|  |  | 
|  | def classify_class_attrs(cls): | 
|  | """Return list of attribute-descriptor tuples. | 
|  |  | 
|  | For each name in dir(cls), the return list contains a 4-tuple | 
|  | with these elements: | 
|  |  | 
|  | 0. The name (a string). | 
|  |  | 
|  | 1. The kind of attribute this is, one of these strings: | 
|  | 'class method'    created via classmethod() | 
|  | 'static method'   created via staticmethod() | 
|  | 'property'        created via property() | 
|  | 'method'          any other flavor of method | 
|  | 'data'            not a method | 
|  |  | 
|  | 2. The class which defined this attribute (a class). | 
|  |  | 
|  | 3. The object as obtained directly from the defining class's | 
|  | __dict__, not via getattr.  This is especially important for | 
|  | data attributes:  C.data is just a data object, but | 
|  | C.__dict__['data'] may be a data descriptor with additional | 
|  | info, like a __doc__ string. | 
|  | """ | 
|  |  | 
|  | mro = getmro(cls) | 
|  | names = dir(cls) | 
|  | result = [] | 
|  | for name in names: | 
|  | # Get the object associated with the name, and where it was defined. | 
|  | # Getting an obj from the __dict__ sometimes reveals more than | 
|  | # using getattr.  Static and class methods are dramatic examples. | 
|  | # Furthermore, some objects may raise an Exception when fetched with | 
|  | # getattr(). This is the case with some descriptors (bug #1785). | 
|  | # Thus, we only use getattr() as a last resort. | 
|  | homecls = None | 
|  | for base in (cls,) + mro: | 
|  | if name in base.__dict__: | 
|  | obj = base.__dict__[name] | 
|  | homecls = base | 
|  | break | 
|  | else: | 
|  | obj = getattr(cls, name) | 
|  | homecls = getattr(obj, "__objclass__", homecls) | 
|  |  | 
|  | # Classify the object. | 
|  | if isinstance(obj, staticmethod): | 
|  | kind = "static method" | 
|  | elif isinstance(obj, classmethod): | 
|  | kind = "class method" | 
|  | elif isinstance(obj, property): | 
|  | kind = "property" | 
|  | elif ismethoddescriptor(obj): | 
|  | kind = "method" | 
|  | elif isdatadescriptor(obj): | 
|  | kind = "data" | 
|  | else: | 
|  | obj_via_getattr = getattr(cls, name) | 
|  | if (ismethod(obj_via_getattr) or | 
|  | ismethoddescriptor(obj_via_getattr)): | 
|  | kind = "method" | 
|  | else: | 
|  | kind = "data" | 
|  | obj = obj_via_getattr | 
|  |  | 
|  | result.append(Attribute(name, kind, homecls, obj)) | 
|  |  | 
|  | return result | 
|  |  | 
|  | # ----------------------------------------------------------- class helpers | 
|  | def _searchbases(cls, accum): | 
|  | # Simulate the "classic class" search order. | 
|  | if cls in accum: | 
|  | return | 
|  | accum.append(cls) | 
|  | for base in cls.__bases__: | 
|  | _searchbases(base, accum) | 
|  |  | 
|  | def getmro(cls): | 
|  | "Return tuple of base classes (including cls) in method resolution order." | 
|  | if hasattr(cls, "__mro__"): | 
|  | return cls.__mro__ | 
|  | else: | 
|  | result = [] | 
|  | _searchbases(cls, result) | 
|  | return tuple(result) | 
|  |  | 
|  | # -------------------------------------------------- source code extraction | 
|  | def indentsize(line): | 
|  | """Return the indent size, in spaces, at the start of a line of text.""" | 
|  | expline = string.expandtabs(line) | 
|  | return len(expline) - len(string.lstrip(expline)) | 
|  |  | 
|  | def getdoc(object): | 
|  | """Get the documentation string for an object. | 
|  |  | 
|  | All tabs are expanded to spaces.  To clean up docstrings that are | 
|  | indented to line up with blocks of code, any whitespace than can be | 
|  | uniformly removed from the second line onwards is removed.""" | 
|  | try: | 
|  | doc = object.__doc__ | 
|  | except AttributeError: | 
|  | return None | 
|  | if not isinstance(doc, types.StringTypes): | 
|  | return None | 
|  | return cleandoc(doc) | 
|  |  | 
|  | def cleandoc(doc): | 
|  | """Clean up indentation from docstrings. | 
|  |  | 
|  | Any whitespace that can be uniformly removed from the second line | 
|  | onwards is removed.""" | 
|  | try: | 
|  | lines = string.split(string.expandtabs(doc), '\n') | 
|  | except UnicodeError: | 
|  | return None | 
|  | else: | 
|  | # Find minimum indentation of any non-blank lines after first line. | 
|  | margin = sys.maxint | 
|  | for line in lines[1:]: | 
|  | content = len(string.lstrip(line)) | 
|  | if content: | 
|  | indent = len(line) - content | 
|  | margin = min(margin, indent) | 
|  | # Remove indentation. | 
|  | if lines: | 
|  | lines[0] = lines[0].lstrip() | 
|  | if margin < sys.maxint: | 
|  | for i in range(1, len(lines)): lines[i] = lines[i][margin:] | 
|  | # Remove any trailing or leading blank lines. | 
|  | while lines and not lines[-1]: | 
|  | lines.pop() | 
|  | while lines and not lines[0]: | 
|  | lines.pop(0) | 
|  | return string.join(lines, '\n') | 
|  |  | 
|  | def getfile(object): | 
|  | """Work out which source or compiled file an object was defined in.""" | 
|  | if ismodule(object): | 
|  | if hasattr(object, '__file__'): | 
|  | return object.__file__ | 
|  | raise TypeError('{!r} is a built-in module'.format(object)) | 
|  | if isclass(object): | 
|  | object = sys.modules.get(object.__module__) | 
|  | if hasattr(object, '__file__'): | 
|  | return object.__file__ | 
|  | raise TypeError('{!r} is a built-in class'.format(object)) | 
|  | if ismethod(object): | 
|  | object = object.im_func | 
|  | if isfunction(object): | 
|  | object = object.func_code | 
|  | if istraceback(object): | 
|  | object = object.tb_frame | 
|  | if isframe(object): | 
|  | object = object.f_code | 
|  | if iscode(object): | 
|  | return object.co_filename | 
|  | raise TypeError('{!r} is not a module, class, method, ' | 
|  | 'function, traceback, frame, or code object'.format(object)) | 
|  |  | 
|  | ModuleInfo = namedtuple('ModuleInfo', 'name suffix mode module_type') | 
|  |  | 
|  | def getmoduleinfo(path): | 
|  | """Get the module name, suffix, mode, and module type for a given file.""" | 
|  | filename = os.path.basename(path) | 
|  | suffixes = map(lambda info: | 
|  | (-len(info[0]), info[0], info[1], info[2]), | 
|  | imp.get_suffixes()) | 
|  | suffixes.sort() # try longest suffixes first, in case they overlap | 
|  | for neglen, suffix, mode, mtype in suffixes: | 
|  | if filename[neglen:] == suffix: | 
|  | return ModuleInfo(filename[:neglen], suffix, mode, mtype) | 
|  |  | 
|  | def getmodulename(path): | 
|  | """Return the module name for a given file, or None.""" | 
|  | info = getmoduleinfo(path) | 
|  | if info: return info[0] | 
|  |  | 
|  | def getsourcefile(object): | 
|  | """Return the filename that can be used to locate an object's source. | 
|  | Return None if no way can be identified to get the source. | 
|  | """ | 
|  | filename = getfile(object) | 
|  | if string.lower(filename[-4:]) in ('.pyc', '.pyo'): | 
|  | filename = filename[:-4] + '.py' | 
|  | for suffix, mode, kind in imp.get_suffixes(): | 
|  | if 'b' in mode and string.lower(filename[-len(suffix):]) == suffix: | 
|  | # Looks like a binary file.  We want to only return a text file. | 
|  | return None | 
|  | if os.path.exists(filename): | 
|  | return filename | 
|  | # only return a non-existent filename if the module has a PEP 302 loader | 
|  | if hasattr(getmodule(object, filename), '__loader__'): | 
|  | return filename | 
|  | # or it is in the linecache | 
|  | if filename in linecache.cache: | 
|  | return filename | 
|  |  | 
|  | def getabsfile(object, _filename=None): | 
|  | """Return an absolute path to the source or compiled file for an object. | 
|  |  | 
|  | The idea is for each object to have a unique origin, so this routine | 
|  | normalizes the result as much as possible.""" | 
|  | if _filename is None: | 
|  | _filename = getsourcefile(object) or getfile(object) | 
|  | return os.path.normcase(os.path.abspath(_filename)) | 
|  |  | 
|  | modulesbyfile = {} | 
|  | _filesbymodname = {} | 
|  |  | 
|  | def getmodule(object, _filename=None): | 
|  | """Return the module an object was defined in, or None if not found.""" | 
|  | if ismodule(object): | 
|  | return object | 
|  | if hasattr(object, '__module__'): | 
|  | return sys.modules.get(object.__module__) | 
|  | # Try the filename to modulename cache | 
|  | if _filename is not None and _filename in modulesbyfile: | 
|  | return sys.modules.get(modulesbyfile[_filename]) | 
|  | # Try the cache again with the absolute file name | 
|  | try: | 
|  | file = getabsfile(object, _filename) | 
|  | except TypeError: | 
|  | return None | 
|  | if file in modulesbyfile: | 
|  | return sys.modules.get(modulesbyfile[file]) | 
|  | # Update the filename to module name cache and check yet again | 
|  | # Copy sys.modules in order to cope with changes while iterating | 
|  | for modname, module in sys.modules.items(): | 
|  | if ismodule(module) and hasattr(module, '__file__'): | 
|  | f = module.__file__ | 
|  | if f == _filesbymodname.get(modname, None): | 
|  | # Have already mapped this module, so skip it | 
|  | continue | 
|  | _filesbymodname[modname] = f | 
|  | f = getabsfile(module) | 
|  | # Always map to the name the module knows itself by | 
|  | modulesbyfile[f] = modulesbyfile[ | 
|  | os.path.realpath(f)] = module.__name__ | 
|  | if file in modulesbyfile: | 
|  | return sys.modules.get(modulesbyfile[file]) | 
|  | # Check the main module | 
|  | main = sys.modules['__main__'] | 
|  | if not hasattr(object, '__name__'): | 
|  | return None | 
|  | if hasattr(main, object.__name__): | 
|  | mainobject = getattr(main, object.__name__) | 
|  | if mainobject is object: | 
|  | return main | 
|  | # Check builtins | 
|  | builtin = sys.modules['__builtin__'] | 
|  | if hasattr(builtin, object.__name__): | 
|  | builtinobject = getattr(builtin, object.__name__) | 
|  | if builtinobject is object: | 
|  | return builtin | 
|  |  | 
|  | def findsource(object): | 
|  | """Return the entire source file and starting line number for an object. | 
|  |  | 
|  | The argument may be a module, class, method, function, traceback, frame, | 
|  | or code object.  The source code is returned as a list of all the lines | 
|  | in the file and the line number indexes a line in that list.  An IOError | 
|  | is raised if the source code cannot be retrieved.""" | 
|  |  | 
|  | file = getfile(object) | 
|  | sourcefile = getsourcefile(object) | 
|  | if not sourcefile and file[:1] + file[-1:] != '<>': | 
|  | raise IOError('source code not available') | 
|  | file = sourcefile if sourcefile else file | 
|  |  | 
|  | module = getmodule(object, file) | 
|  | if module: | 
|  | lines = linecache.getlines(file, module.__dict__) | 
|  | else: | 
|  | lines = linecache.getlines(file) | 
|  | if not lines: | 
|  | raise IOError('could not get source code') | 
|  |  | 
|  | if ismodule(object): | 
|  | return lines, 0 | 
|  |  | 
|  | if isclass(object): | 
|  | name = object.__name__ | 
|  | pat = re.compile(r'^(\s*)class\s*' + name + r'\b') | 
|  | # make some effort to find the best matching class definition: | 
|  | # use the one with the least indentation, which is the one | 
|  | # that's most probably not inside a function definition. | 
|  | candidates = [] | 
|  | for i in range(len(lines)): | 
|  | match = pat.match(lines[i]) | 
|  | if match: | 
|  | # if it's at toplevel, it's already the best one | 
|  | if lines[i][0] == 'c': | 
|  | return lines, i | 
|  | # else add whitespace to candidate list | 
|  | candidates.append((match.group(1), i)) | 
|  | if candidates: | 
|  | # this will sort by whitespace, and by line number, | 
|  | # less whitespace first | 
|  | candidates.sort() | 
|  | return lines, candidates[0][1] | 
|  | else: | 
|  | raise IOError('could not find class definition') | 
|  |  | 
|  | if ismethod(object): | 
|  | object = object.im_func | 
|  | if isfunction(object): | 
|  | object = object.func_code | 
|  | if istraceback(object): | 
|  | object = object.tb_frame | 
|  | if isframe(object): | 
|  | object = object.f_code | 
|  | if iscode(object): | 
|  | if not hasattr(object, 'co_firstlineno'): | 
|  | raise IOError('could not find function definition') | 
|  | lnum = object.co_firstlineno - 1 | 
|  | pat = re.compile(r'^(\s*def\s)|(.*(?<!\w)lambda(:|\s))|^(\s*@)') | 
|  | while lnum > 0: | 
|  | if pat.match(lines[lnum]): break | 
|  | lnum = lnum - 1 | 
|  | return lines, lnum | 
|  | raise IOError('could not find code object') | 
|  |  | 
|  | def getcomments(object): | 
|  | """Get lines of comments immediately preceding an object's source code. | 
|  |  | 
|  | Returns None when source can't be found. | 
|  | """ | 
|  | try: | 
|  | lines, lnum = findsource(object) | 
|  | except (IOError, TypeError): | 
|  | return None | 
|  |  | 
|  | if ismodule(object): | 
|  | # Look for a comment block at the top of the file. | 
|  | start = 0 | 
|  | if lines and lines[0][:2] == '#!': start = 1 | 
|  | while start < len(lines) and string.strip(lines[start]) in ('', '#'): | 
|  | start = start + 1 | 
|  | if start < len(lines) and lines[start][:1] == '#': | 
|  | comments = [] | 
|  | end = start | 
|  | while end < len(lines) and lines[end][:1] == '#': | 
|  | comments.append(string.expandtabs(lines[end])) | 
|  | end = end + 1 | 
|  | return string.join(comments, '') | 
|  |  | 
|  | # Look for a preceding block of comments at the same indentation. | 
|  | elif lnum > 0: | 
|  | indent = indentsize(lines[lnum]) | 
|  | end = lnum - 1 | 
|  | if end >= 0 and string.lstrip(lines[end])[:1] == '#' and \ | 
|  | indentsize(lines[end]) == indent: | 
|  | comments = [string.lstrip(string.expandtabs(lines[end]))] | 
|  | if end > 0: | 
|  | end = end - 1 | 
|  | comment = string.lstrip(string.expandtabs(lines[end])) | 
|  | while comment[:1] == '#' and indentsize(lines[end]) == indent: | 
|  | comments[:0] = [comment] | 
|  | end = end - 1 | 
|  | if end < 0: break | 
|  | comment = string.lstrip(string.expandtabs(lines[end])) | 
|  | while comments and string.strip(comments[0]) == '#': | 
|  | comments[:1] = [] | 
|  | while comments and string.strip(comments[-1]) == '#': | 
|  | comments[-1:] = [] | 
|  | return string.join(comments, '') | 
|  |  | 
|  | class EndOfBlock(Exception): pass | 
|  |  | 
|  | class BlockFinder: | 
|  | """Provide a tokeneater() method to detect the end of a code block.""" | 
|  | def __init__(self): | 
|  | self.indent = 0 | 
|  | self.islambda = False | 
|  | self.started = False | 
|  | self.passline = False | 
|  | self.last = 1 | 
|  |  | 
|  | def tokeneater(self, type, token, srow_scol, erow_ecol, line): | 
|  | srow, scol = srow_scol | 
|  | erow, ecol = erow_ecol | 
|  | if not self.started: | 
|  | # look for the first "def", "class" or "lambda" | 
|  | if token in ("def", "class", "lambda"): | 
|  | if token == "lambda": | 
|  | self.islambda = True | 
|  | self.started = True | 
|  | self.passline = True    # skip to the end of the line | 
|  | elif type == tokenize.NEWLINE: | 
|  | self.passline = False   # stop skipping when a NEWLINE is seen | 
|  | self.last = srow | 
|  | if self.islambda:       # lambdas always end at the first NEWLINE | 
|  | raise EndOfBlock | 
|  | elif self.passline: | 
|  | pass | 
|  | elif type == tokenize.INDENT: | 
|  | self.indent = self.indent + 1 | 
|  | self.passline = True | 
|  | elif type == tokenize.DEDENT: | 
|  | self.indent = self.indent - 1 | 
|  | # the end of matching indent/dedent pairs end a block | 
|  | # (note that this only works for "def"/"class" blocks, | 
|  | #  not e.g. for "if: else:" or "try: finally:" blocks) | 
|  | if self.indent <= 0: | 
|  | raise EndOfBlock | 
|  | elif self.indent == 0 and type not in (tokenize.COMMENT, tokenize.NL): | 
|  | # any other token on the same indentation level end the previous | 
|  | # block as well, except the pseudo-tokens COMMENT and NL. | 
|  | raise EndOfBlock | 
|  |  | 
|  | def getblock(lines): | 
|  | """Extract the block of code at the top of the given list of lines.""" | 
|  | blockfinder = BlockFinder() | 
|  | try: | 
|  | tokenize.tokenize(iter(lines).next, blockfinder.tokeneater) | 
|  | except (EndOfBlock, IndentationError): | 
|  | pass | 
|  | return lines[:blockfinder.last] | 
|  |  | 
|  | def getsourcelines(object): | 
|  | """Return a list of source lines and starting line number for an object. | 
|  |  | 
|  | The argument may be a module, class, method, function, traceback, frame, | 
|  | or code object.  The source code is returned as a list of the lines | 
|  | corresponding to the object and the line number indicates where in the | 
|  | original source file the first line of code was found.  An IOError is | 
|  | raised if the source code cannot be retrieved.""" | 
|  | lines, lnum = findsource(object) | 
|  |  | 
|  | if istraceback(object): | 
|  | object = object.tb_frame | 
|  |  | 
|  | # for module or frame that corresponds to module, return all source lines | 
|  | if (ismodule(object) or | 
|  | (isframe(object) and object.f_code.co_name == "<module>")): | 
|  | return lines, 0 | 
|  | else: | 
|  | return getblock(lines[lnum:]), lnum + 1 | 
|  |  | 
|  | def getsource(object): | 
|  | """Return the text of the source code for an object. | 
|  |  | 
|  | The argument may be a module, class, method, function, traceback, frame, | 
|  | or code object.  The source code is returned as a single string.  An | 
|  | IOError is raised if the source code cannot be retrieved.""" | 
|  | lines, lnum = getsourcelines(object) | 
|  | return string.join(lines, '') | 
|  |  | 
|  | # --------------------------------------------------- class tree extraction | 
|  | def walktree(classes, children, parent): | 
|  | """Recursive helper function for getclasstree().""" | 
|  | results = [] | 
|  | classes.sort(key=attrgetter('__module__', '__name__')) | 
|  | for c in classes: | 
|  | results.append((c, c.__bases__)) | 
|  | if c in children: | 
|  | results.append(walktree(children[c], children, c)) | 
|  | return results | 
|  |  | 
|  | def getclasstree(classes, unique=0): | 
|  | """Arrange the given list of classes into a hierarchy of nested lists. | 
|  |  | 
|  | Where a nested list appears, it contains classes derived from the class | 
|  | whose entry immediately precedes the list.  Each entry is a 2-tuple | 
|  | containing a class and a tuple of its base classes.  If the 'unique' | 
|  | argument is true, exactly one entry appears in the returned structure | 
|  | for each class in the given list.  Otherwise, classes using multiple | 
|  | inheritance and their descendants will appear multiple times.""" | 
|  | children = {} | 
|  | roots = [] | 
|  | for c in classes: | 
|  | if c.__bases__: | 
|  | for parent in c.__bases__: | 
|  | if not parent in children: | 
|  | children[parent] = [] | 
|  | if c not in children[parent]: | 
|  | children[parent].append(c) | 
|  | if unique and parent in classes: break | 
|  | elif c not in roots: | 
|  | roots.append(c) | 
|  | for parent in children: | 
|  | if parent not in classes: | 
|  | roots.append(parent) | 
|  | return walktree(roots, children, None) | 
|  |  | 
|  | # ------------------------------------------------ argument list extraction | 
|  | Arguments = namedtuple('Arguments', 'args varargs keywords') | 
|  |  | 
|  | def getargs(co): | 
|  | """Get information about the arguments accepted by a code object. | 
|  |  | 
|  | Three things are returned: (args, varargs, varkw), where 'args' is | 
|  | a list of argument names (possibly containing nested lists), and | 
|  | 'varargs' and 'varkw' are the names of the * and ** arguments or None.""" | 
|  |  | 
|  | if not iscode(co): | 
|  | raise TypeError('{!r} is not a code object'.format(co)) | 
|  |  | 
|  | nargs = co.co_argcount | 
|  | names = co.co_varnames | 
|  | args = list(names[:nargs]) | 
|  | step = 0 | 
|  |  | 
|  | # The following acrobatics are for anonymous (tuple) arguments. | 
|  | for i in range(nargs): | 
|  | if args[i][:1] in ('', '.'): | 
|  | stack, remain, count = [], [], [] | 
|  | while step < len(co.co_code): | 
|  | op = ord(co.co_code[step]) | 
|  | step = step + 1 | 
|  | if op >= dis.HAVE_ARGUMENT: | 
|  | opname = dis.opname[op] | 
|  | value = ord(co.co_code[step]) + ord(co.co_code[step+1])*256 | 
|  | step = step + 2 | 
|  | if opname in ('UNPACK_TUPLE', 'UNPACK_SEQUENCE'): | 
|  | remain.append(value) | 
|  | count.append(value) | 
|  | elif opname in ('STORE_FAST', 'STORE_DEREF'): | 
|  | if opname == 'STORE_FAST': | 
|  | stack.append(names[value]) | 
|  | else: | 
|  | stack.append(co.co_cellvars[value]) | 
|  |  | 
|  | # Special case for sublists of length 1: def foo((bar)) | 
|  | # doesn't generate the UNPACK_TUPLE bytecode, so if | 
|  | # `remain` is empty here, we have such a sublist. | 
|  | if not remain: | 
|  | stack[0] = [stack[0]] | 
|  | break | 
|  | else: | 
|  | remain[-1] = remain[-1] - 1 | 
|  | while remain[-1] == 0: | 
|  | remain.pop() | 
|  | size = count.pop() | 
|  | stack[-size:] = [stack[-size:]] | 
|  | if not remain: break | 
|  | remain[-1] = remain[-1] - 1 | 
|  | if not remain: break | 
|  | args[i] = stack[0] | 
|  |  | 
|  | varargs = None | 
|  | if co.co_flags & CO_VARARGS: | 
|  | varargs = co.co_varnames[nargs] | 
|  | nargs = nargs + 1 | 
|  | varkw = None | 
|  | if co.co_flags & CO_VARKEYWORDS: | 
|  | varkw = co.co_varnames[nargs] | 
|  | return Arguments(args, varargs, varkw) | 
|  |  | 
|  | ArgSpec = namedtuple('ArgSpec', 'args varargs keywords defaults') | 
|  |  | 
|  | def getargspec(func): | 
|  | """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. | 
|  | """ | 
|  |  | 
|  | if ismethod(func): | 
|  | func = func.im_func | 
|  | if not isfunction(func): | 
|  | raise TypeError('{!r} is not a Python function'.format(func)) | 
|  | args, varargs, varkw = getargs(func.func_code) | 
|  | return ArgSpec(args, varargs, varkw, func.func_defaults) | 
|  |  | 
|  | ArgInfo = namedtuple('ArgInfo', 'args varargs keywords locals') | 
|  |  | 
|  | def getargvalues(frame): | 
|  | """Get information about arguments passed into a particular frame. | 
|  |  | 
|  | A tuple of four things is returned: (args, varargs, varkw, locals). | 
|  | '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. | 
|  | 'locals' is the locals dictionary of the given frame.""" | 
|  | args, varargs, varkw = getargs(frame.f_code) | 
|  | return ArgInfo(args, varargs, varkw, frame.f_locals) | 
|  |  | 
|  | def joinseq(seq): | 
|  | if len(seq) == 1: | 
|  | return '(' + seq[0] + ',)' | 
|  | else: | 
|  | return '(' + string.join(seq, ', ') + ')' | 
|  |  | 
|  | def strseq(object, convert, join=joinseq): | 
|  | """Recursively walk a sequence, stringifying each element.""" | 
|  | if type(object) in (list, tuple): | 
|  | return join(map(lambda o, c=convert, j=join: strseq(o, c, j), object)) | 
|  | else: | 
|  | return convert(object) | 
|  |  | 
|  | def formatargspec(args, varargs=None, varkw=None, defaults=None, | 
|  | formatarg=str, | 
|  | formatvarargs=lambda name: '*' + name, | 
|  | formatvarkw=lambda name: '**' + name, | 
|  | formatvalue=lambda value: '=' + repr(value), | 
|  | join=joinseq): | 
|  | """Format an argument spec from the 4 values returned by getargspec. | 
|  |  | 
|  | The first four arguments are (args, varargs, varkw, defaults).  The | 
|  | other four arguments are the corresponding optional formatting functions | 
|  | that are called to turn names and values into strings.  The ninth | 
|  | argument is an optional function to format the sequence of arguments.""" | 
|  | specs = [] | 
|  | if defaults: | 
|  | firstdefault = len(args) - len(defaults) | 
|  | for i, arg in enumerate(args): | 
|  | spec = strseq(arg, formatarg, join) | 
|  | if defaults and i >= firstdefault: | 
|  | spec = spec + formatvalue(defaults[i - firstdefault]) | 
|  | specs.append(spec) | 
|  | if varargs is not None: | 
|  | specs.append(formatvarargs(varargs)) | 
|  | if varkw is not None: | 
|  | specs.append(formatvarkw(varkw)) | 
|  | return '(' + string.join(specs, ', ') + ')' | 
|  |  | 
|  | def formatargvalues(args, varargs, varkw, locals, | 
|  | formatarg=str, | 
|  | formatvarargs=lambda name: '*' + name, | 
|  | formatvarkw=lambda name: '**' + name, | 
|  | formatvalue=lambda value: '=' + repr(value), | 
|  | join=joinseq): | 
|  | """Format an argument spec from the 4 values returned by getargvalues. | 
|  |  | 
|  | The first four arguments are (args, varargs, varkw, locals).  The | 
|  | next four arguments are the corresponding optional formatting functions | 
|  | that are called to turn names and values into strings.  The ninth | 
|  | argument is an optional function to format the sequence of arguments.""" | 
|  | def convert(name, locals=locals, | 
|  | formatarg=formatarg, formatvalue=formatvalue): | 
|  | return formatarg(name) + formatvalue(locals[name]) | 
|  | specs = [] | 
|  | for i in range(len(args)): | 
|  | specs.append(strseq(args[i], convert, join)) | 
|  | if varargs: | 
|  | specs.append(formatvarargs(varargs) + formatvalue(locals[varargs])) | 
|  | if varkw: | 
|  | specs.append(formatvarkw(varkw) + formatvalue(locals[varkw])) | 
|  | return '(' + string.join(specs, ', ') + ')' | 
|  |  | 
|  | def getcallargs(func, *positional, **named): | 
|  | """Get the mapping of arguments to values. | 
|  |  | 
|  | A dict is returned, with keys the function argument names (including the | 
|  | names of the * and ** arguments, if any), and values the respective bound | 
|  | values from 'positional' and 'named'.""" | 
|  | args, varargs, varkw, defaults = getargspec(func) | 
|  | f_name = func.__name__ | 
|  | arg2value = {} | 
|  |  | 
|  | # The following closures are basically because of tuple parameter unpacking. | 
|  | assigned_tuple_params = [] | 
|  | def assign(arg, value): | 
|  | if isinstance(arg, str): | 
|  | arg2value[arg] = value | 
|  | else: | 
|  | assigned_tuple_params.append(arg) | 
|  | value = iter(value) | 
|  | for i, subarg in enumerate(arg): | 
|  | try: | 
|  | subvalue = next(value) | 
|  | except StopIteration: | 
|  | raise ValueError('need more than %d %s to unpack' % | 
|  | (i, 'values' if i > 1 else 'value')) | 
|  | assign(subarg,subvalue) | 
|  | try: | 
|  | next(value) | 
|  | except StopIteration: | 
|  | pass | 
|  | else: | 
|  | raise ValueError('too many values to unpack') | 
|  | def is_assigned(arg): | 
|  | if isinstance(arg,str): | 
|  | return arg in arg2value | 
|  | return arg in assigned_tuple_params | 
|  | if ismethod(func) and func.im_self is not None: | 
|  | # implicit 'self' (or 'cls' for classmethods) argument | 
|  | positional = (func.im_self,) + positional | 
|  | num_pos = len(positional) | 
|  | num_total = num_pos + len(named) | 
|  | num_args = len(args) | 
|  | num_defaults = len(defaults) if defaults else 0 | 
|  | for arg, value in zip(args, positional): | 
|  | assign(arg, value) | 
|  | if varargs: | 
|  | if num_pos > num_args: | 
|  | assign(varargs, positional[-(num_pos-num_args):]) | 
|  | else: | 
|  | assign(varargs, ()) | 
|  | elif 0 < num_args < num_pos: | 
|  | raise TypeError('%s() takes %s %d %s (%d given)' % ( | 
|  | f_name, 'at most' if defaults else 'exactly', num_args, | 
|  | 'arguments' if num_args > 1 else 'argument', num_total)) | 
|  | elif num_args == 0 and num_total: | 
|  | if varkw: | 
|  | if num_pos: | 
|  | # XXX: We should use num_pos, but Python also uses num_total: | 
|  | raise TypeError('%s() takes exactly 0 arguments ' | 
|  | '(%d given)' % (f_name, num_total)) | 
|  | else: | 
|  | raise TypeError('%s() takes no arguments (%d given)' % | 
|  | (f_name, num_total)) | 
|  | for arg in args: | 
|  | if isinstance(arg, str) and arg in named: | 
|  | if is_assigned(arg): | 
|  | raise TypeError("%s() got multiple values for keyword " | 
|  | "argument '%s'" % (f_name, arg)) | 
|  | else: | 
|  | assign(arg, named.pop(arg)) | 
|  | if defaults:    # fill in any missing values with the defaults | 
|  | for arg, value in zip(args[-num_defaults:], defaults): | 
|  | if not is_assigned(arg): | 
|  | assign(arg, value) | 
|  | if varkw: | 
|  | assign(varkw, named) | 
|  | elif named: | 
|  | unexpected = next(iter(named)) | 
|  | try: | 
|  | unicode | 
|  | except NameError: | 
|  | pass | 
|  | else: | 
|  | if isinstance(unexpected, unicode): | 
|  | unexpected = unexpected.encode(sys.getdefaultencoding(), 'replace') | 
|  | raise TypeError("%s() got an unexpected keyword argument '%s'" % | 
|  | (f_name, unexpected)) | 
|  | unassigned = num_args - len([arg for arg in args if is_assigned(arg)]) | 
|  | if unassigned: | 
|  | num_required = num_args - num_defaults | 
|  | raise TypeError('%s() takes %s %d %s (%d given)' % ( | 
|  | f_name, 'at least' if defaults else 'exactly', num_required, | 
|  | 'arguments' if num_required > 1 else 'argument', num_total)) | 
|  | return arg2value | 
|  |  | 
|  | # -------------------------------------------------- stack frame extraction | 
|  |  | 
|  | Traceback = namedtuple('Traceback', 'filename lineno function code_context index') | 
|  |  | 
|  | def getframeinfo(frame, context=1): | 
|  | """Get information about a frame or traceback object. | 
|  |  | 
|  | A tuple of five things is returned: the filename, the line number of | 
|  | the current line, the function name, a list of lines of context from | 
|  | the source code, and the index of the current line within that list. | 
|  | The optional second argument specifies the number of lines of context | 
|  | to return, which are centered around the current line.""" | 
|  | if istraceback(frame): | 
|  | lineno = frame.tb_lineno | 
|  | frame = frame.tb_frame | 
|  | else: | 
|  | lineno = frame.f_lineno | 
|  | if not isframe(frame): | 
|  | raise TypeError('{!r} is not a frame or traceback object'.format(frame)) | 
|  |  | 
|  | filename = getsourcefile(frame) or getfile(frame) | 
|  | if context > 0: | 
|  | start = lineno - 1 - context//2 | 
|  | try: | 
|  | lines, lnum = findsource(frame) | 
|  | except IOError: | 
|  | lines = index = None | 
|  | else: | 
|  | start = max(start, 1) | 
|  | start = max(0, min(start, len(lines) - context)) | 
|  | lines = lines[start:start+context] | 
|  | index = lineno - 1 - start | 
|  | else: | 
|  | lines = index = None | 
|  |  | 
|  | return Traceback(filename, lineno, frame.f_code.co_name, lines, index) | 
|  |  | 
|  | def getlineno(frame): | 
|  | """Get the line number from a frame object, allowing for optimization.""" | 
|  | # FrameType.f_lineno is now a descriptor that grovels co_lnotab | 
|  | return frame.f_lineno | 
|  |  | 
|  | def getouterframes(frame, context=1): | 
|  | """Get a list of records for a frame and all higher (calling) frames. | 
|  |  | 
|  | Each record contains a frame object, filename, line number, function | 
|  | name, a list of lines of context, and index within the context.""" | 
|  | framelist = [] | 
|  | while frame: | 
|  | framelist.append((frame,) + getframeinfo(frame, context)) | 
|  | frame = frame.f_back | 
|  | return framelist | 
|  |  | 
|  | def getinnerframes(tb, context=1): | 
|  | """Get a list of records for a traceback's frame and all lower frames. | 
|  |  | 
|  | Each record contains a frame object, filename, line number, function | 
|  | name, a list of lines of context, and index within the context.""" | 
|  | framelist = [] | 
|  | while tb: | 
|  | framelist.append((tb.tb_frame,) + getframeinfo(tb, context)) | 
|  | tb = tb.tb_next | 
|  | return framelist | 
|  |  | 
|  | if hasattr(sys, '_getframe'): | 
|  | currentframe = sys._getframe | 
|  | else: | 
|  | currentframe = lambda _=None: None | 
|  |  | 
|  | def stack(context=1): | 
|  | """Return a list of records for the stack above the caller's frame.""" | 
|  | return getouterframes(sys._getframe(1), context) | 
|  |  | 
|  | def trace(context=1): | 
|  | """Return a list of records for the stack below the current exception.""" | 
|  | return getinnerframes(sys.exc_info()[2], context) |