peacock-data-public-datasets-idc-llm_eval
/
llmeval-env
/lib
/python3.10
/site-packages
/dill
/source.py
#!/usr/bin/env python | |
# | |
# Author: Mike McKerns (mmckerns @caltech and @uqfoundation) | |
# Copyright (c) 2008-2016 California Institute of Technology. | |
# Copyright (c) 2016-2024 The Uncertainty Quantification Foundation. | |
# License: 3-clause BSD. The full license text is available at: | |
# - https://github.com/uqfoundation/dill/blob/master/LICENSE | |
# | |
# inspired by inspect.py from Python-2.7.6 | |
# inspect.py author: 'Ka-Ping Yee <[email protected]>' | |
# inspect.py merged into original dill.source by Mike McKerns 4/13/14 | |
""" | |
Extensions to python's 'inspect' module, which can be used | |
to retrieve information from live python objects. The methods | |
defined in this module are augmented to facilitate access to | |
source code of interactively defined functions and classes, | |
as well as provide access to source code for objects defined | |
in a file. | |
""" | |
__all__ = ['findsource', 'getsourcelines', 'getsource', 'indent', 'outdent', \ | |
'_wrap', 'dumpsource', 'getname', '_namespace', 'getimport', \ | |
'_importable', 'importable','isdynamic', 'isfrommain'] | |
import linecache | |
import re | |
from inspect import (getblock, getfile, getmodule, getsourcefile, indentsize, | |
isbuiltin, isclass, iscode, isframe, isfunction, ismethod, | |
ismodule, istraceback) | |
from tokenize import TokenError | |
from ._dill import IS_IPYTHON | |
def isfrommain(obj): | |
"check if object was built in __main__" | |
module = getmodule(obj) | |
if module and module.__name__ == '__main__': | |
return True | |
return False | |
def isdynamic(obj): | |
"check if object was built in the interpreter" | |
try: file = getfile(obj) | |
except TypeError: file = None | |
if file == '<stdin>' and isfrommain(obj): | |
return True | |
return False | |
def _matchlambda(func, line): | |
"""check if lambda object 'func' matches raw line of code 'line'""" | |
from .detect import code as getcode | |
from .detect import freevars, globalvars, varnames | |
dummy = lambda : '__this_is_a_big_dummy_function__' | |
# process the line (removing leading whitespace, etc) | |
lhs,rhs = line.split('lambda ',1)[-1].split(":", 1) #FIXME: if !1 inputs | |
try: #FIXME: unsafe | |
_ = eval("lambda %s : %s" % (lhs,rhs), globals(),locals()) | |
except Exception: _ = dummy | |
# get code objects, for comparison | |
_, code = getcode(_).co_code, getcode(func).co_code | |
# check if func is in closure | |
_f = [line.count(i) for i in freevars(func).keys()] | |
if not _f: # not in closure | |
# check if code matches | |
if _ == code: return True | |
return False | |
# weak check on freevars | |
if not all(_f): return False #XXX: VERY WEAK | |
# weak check on varnames and globalvars | |
_f = varnames(func) | |
_f = [line.count(i) for i in _f[0]+_f[1]] | |
if _f and not all(_f): return False #XXX: VERY WEAK | |
_f = [line.count(i) for i in globalvars(func).keys()] | |
if _f and not all(_f): return False #XXX: VERY WEAK | |
# check if func is a double lambda | |
if (line.count('lambda ') > 1) and (lhs in freevars(func).keys()): | |
_lhs,_rhs = rhs.split('lambda ',1)[-1].split(":",1) #FIXME: if !1 inputs | |
try: #FIXME: unsafe | |
_f = eval("lambda %s : %s" % (_lhs,_rhs), globals(),locals()) | |
except Exception: _f = dummy | |
# get code objects, for comparison | |
_, code = getcode(_f).co_code, getcode(func).co_code | |
if len(_) != len(code): return False | |
#NOTE: should be same code same order, but except for 't' and '\x88' | |
_ = set((i,j) for (i,j) in zip(_,code) if i != j) | |
if len(_) != 1: return False #('t','\x88') | |
return True | |
# check indentsize | |
if not indentsize(line): return False #FIXME: is this a good check??? | |
# check if code 'pattern' matches | |
#XXX: or pattern match against dis.dis(code)? (or use uncompyle2?) | |
_ = _.split(_[0]) # 't' #XXX: remove matching values if starts the same? | |
_f = code.split(code[0]) # '\x88' | |
#NOTE: should be same code different order, with different first element | |
_ = dict(re.match(r'([\W\D\S])(.*)', _[i]).groups() for i in range(1,len(_))) | |
_f = dict(re.match(r'([\W\D\S])(.*)', _f[i]).groups() for i in range(1,len(_f))) | |
if (_.keys() == _f.keys()) and (sorted(_.values()) == sorted(_f.values())): | |
return True | |
return False | |
def findsource(object): | |
"""Return the entire source file and starting line number for an object. | |
For interactively-defined objects, the 'file' is the interpreter's history. | |
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, while a TypeError is | |
raised for objects where the source code is unavailable (e.g. builtins).""" | |
module = getmodule(object) | |
try: file = getfile(module) | |
except TypeError: file = None | |
is_module_main = (module and module.__name__ == '__main__' and not file) | |
if IS_IPYTHON and is_module_main: | |
#FIXME: quick fix for functions and classes in IPython interpreter | |
try: | |
file = getfile(object) | |
sourcefile = getsourcefile(object) | |
except TypeError: | |
if isclass(object): | |
for object_method in filter(isfunction, object.__dict__.values()): | |
# look for a method of the class | |
file_candidate = getfile(object_method) | |
if not file_candidate.startswith('<ipython-input-'): | |
continue | |
file = file_candidate | |
sourcefile = getsourcefile(object_method) | |
break | |
if file: | |
lines = linecache.getlines(file) | |
else: | |
# fallback to use history | |
history = '\n'.join(get_ipython().history_manager.input_hist_parsed) | |
lines = [line + '\n' for line in history.splitlines()] | |
# use readline when working in interpreter (i.e. __main__ and not file) | |
elif is_module_main: | |
try: | |
import readline | |
err = '' | |
except ImportError: | |
import sys | |
err = sys.exc_info()[1].args[0] | |
if sys.platform[:3] == 'win': | |
err += ", please install 'pyreadline'" | |
if err: | |
raise IOError(err) | |
lbuf = readline.get_current_history_length() | |
lines = [readline.get_history_item(i)+'\n' for i in range(1,lbuf)] | |
else: | |
try: # special handling for class instances | |
if not isclass(object) and isclass(type(object)): # __class__ | |
file = getfile(module) | |
sourcefile = getsourcefile(module) | |
else: # builtins fail with a TypeError | |
file = getfile(object) | |
sourcefile = getsourcefile(object) | |
except (TypeError, AttributeError): # fail with better error | |
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 extract source code') | |
#FIXME: all below may fail if exec used (i.e. exec('f = lambda x:x') ) | |
if ismodule(object): | |
return lines, 0 | |
#NOTE: beneficial if search goes from end to start of buffer history | |
name = pat1 = obj = '' | |
pat2 = r'^(\s*@)' | |
# pat1b = r'^(\s*%s\W*=)' % name #FIXME: finds 'f = decorate(f)', not exec | |
if ismethod(object): | |
name = object.__name__ | |
if name == '<lambda>': pat1 = r'(.*(?<!\w)lambda(:|\s))' | |
else: pat1 = r'^(\s*def\s)' | |
object = object.__func__ | |
if isfunction(object): | |
name = object.__name__ | |
if name == '<lambda>': | |
pat1 = r'(.*(?<!\w)lambda(:|\s))' | |
obj = object #XXX: better a copy? | |
else: pat1 = r'^(\s*def\s)' | |
object = object.__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') | |
stdin = object.co_filename == '<stdin>' | |
if stdin: | |
lnum = len(lines) - 1 # can't get lnum easily, so leverage pat | |
if not pat1: pat1 = r'^(\s*def\s)|(.*(?<!\w)lambda(:|\s))|^(\s*@)' | |
else: | |
lnum = object.co_firstlineno - 1 | |
pat1 = r'^(\s*def\s)|(.*(?<!\w)lambda(:|\s))|^(\s*@)' | |
pat1 = re.compile(pat1); pat2 = re.compile(pat2) | |
#XXX: candidate_lnum = [n for n in range(lnum) if pat1.match(lines[n])] | |
while lnum > 0: #XXX: won't find decorators in <stdin> ? | |
line = lines[lnum] | |
if pat1.match(line): | |
if not stdin: break # co_firstlineno does the job | |
if name == '<lambda>': # hackery needed to confirm a match | |
if _matchlambda(obj, line): break | |
else: # not a lambda, just look for the name | |
if name in line: # need to check for decorator... | |
hats = 0 | |
for _lnum in range(lnum-1,-1,-1): | |
if pat2.match(lines[_lnum]): hats += 1 | |
else: break | |
lnum = lnum - hats | |
break | |
lnum = lnum - 1 | |
return lines, lnum | |
try: # turn instances into classes | |
if not isclass(object) and isclass(type(object)): # __class__ | |
object = object.__class__ #XXX: sometimes type(class) is better? | |
#XXX: we don't find how the instance was built | |
except AttributeError: pass | |
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)-1,-1,-1): | |
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 #XXX: should sort high lnum before low | |
candidates.sort() | |
return lines, candidates[0][1] | |
else: | |
raise IOError('could not find class definition') | |
raise IOError('could not find code object') | |
def getblocks(object, lstrip=False, enclosing=False, locate=False): | |
"""Return a list of source lines and starting line number for an object. | |
Interactively-defined objects refer to lines in the interpreter's history. | |
If enclosing=True, then also return any enclosing code. | |
If lstrip=True, ensure there is no indentation in the first line of code. | |
If locate=True, then also return the line number for the block of code. | |
DEPRECATED: use 'getsourcelines' instead | |
""" | |
lines, lnum = findsource(object) | |
if ismodule(object): | |
if lstrip: lines = _outdent(lines) | |
return ([lines], [0]) if locate is True else [lines] | |
#XXX: 'enclosing' means: closures only? or classes and files? | |
indent = indentsize(lines[lnum]) | |
block = getblock(lines[lnum:]) #XXX: catch any TokenError here? | |
if not enclosing or not indent: | |
if lstrip: block = _outdent(block) | |
return ([block], [lnum]) if locate is True else [block] | |
pat1 = r'^(\s*def\s)|(.*(?<!\w)lambda(:|\s))'; pat1 = re.compile(pat1) | |
pat2 = r'^(\s*@)'; pat2 = re.compile(pat2) | |
#pat3 = r'^(\s*class\s)'; pat3 = re.compile(pat3) #XXX: enclosing class? | |
#FIXME: bound methods need enclosing class (and then instantiation) | |
# *or* somehow apply a partial using the instance | |
skip = 0 | |
line = 0 | |
blocks = []; _lnum = [] | |
target = ''.join(block) | |
while line <= lnum: #XXX: repeat lnum? or until line < lnum? | |
# see if starts with ('def','lambda') and contains our target block | |
if pat1.match(lines[line]): | |
if not skip: | |
try: code = getblock(lines[line:]) | |
except TokenError: code = [lines[line]] | |
if indentsize(lines[line]) > indent: #XXX: should be >= ? | |
line += len(code) - skip | |
elif target in ''.join(code): | |
blocks.append(code) # save code block as the potential winner | |
_lnum.append(line - skip) # save the line number for the match | |
line += len(code) - skip | |
else: | |
line += 1 | |
skip = 0 | |
# find skip: the number of consecutive decorators | |
elif pat2.match(lines[line]): | |
try: code = getblock(lines[line:]) | |
except TokenError: code = [lines[line]] | |
skip = 1 | |
for _line in code[1:]: # skip lines that are decorators | |
if not pat2.match(_line): break | |
skip += 1 | |
line += skip | |
# no match: reset skip and go to the next line | |
else: | |
line +=1 | |
skip = 0 | |
if not blocks: | |
blocks = [block] | |
_lnum = [lnum] | |
if lstrip: blocks = [_outdent(block) for block in blocks] | |
# return last match | |
return (blocks, _lnum) if locate is True else blocks | |
def getsourcelines(object, lstrip=False, enclosing=False): | |
"""Return a list of source lines and starting line number for an object. | |
Interactively-defined objects refer to lines in the interpreter's history. | |
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, while a TypeError is | |
raised for objects where the source code is unavailable (e.g. builtins). | |
If lstrip=True, ensure there is no indentation in the first line of code. | |
If enclosing=True, then also return any enclosing code.""" | |
code, n = getblocks(object, lstrip=lstrip, enclosing=enclosing, locate=True) | |
return code[-1], n[-1] | |
#NOTE: broke backward compatibility 4/16/14 (was lstrip=True, force=True) | |
def getsource(object, alias='', lstrip=False, enclosing=False, \ | |
force=False, builtin=False): | |
"""Return the text of the source code for an object. The source code for | |
interactively-defined objects are extracted from the interpreter's history. | |
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, while a | |
TypeError is raised for objects where the source code is unavailable | |
(e.g. builtins). | |
If alias is provided, then add a line of code that renames the object. | |
If lstrip=True, ensure there is no indentation in the first line of code. | |
If enclosing=True, then also return any enclosing code. | |
If force=True, catch (TypeError,IOError) and try to use import hooks. | |
If builtin=True, force an import for any builtins | |
""" | |
# hascode denotes a callable | |
hascode = _hascode(object) | |
# is a class instance type (and not in builtins) | |
instance = _isinstance(object) | |
# get source lines; if fail, try to 'force' an import | |
try: # fails for builtins, and other assorted object types | |
lines, lnum = getsourcelines(object, enclosing=enclosing) | |
except (TypeError, IOError): # failed to get source, resort to import hooks | |
if not force: # don't try to get types that findsource can't get | |
raise | |
if not getmodule(object): # get things like 'None' and '1' | |
if not instance: return getimport(object, alias, builtin=builtin) | |
# special handling (numpy arrays, ...) | |
_import = getimport(object, builtin=builtin) | |
name = getname(object, force=True) | |
_alias = "%s = " % alias if alias else "" | |
if alias == name: _alias = "" | |
return _import+_alias+"%s\n" % name | |
else: #FIXME: could use a good bit of cleanup, since using getimport... | |
if not instance: return getimport(object, alias, builtin=builtin) | |
# now we are dealing with an instance... | |
name = object.__class__.__name__ | |
module = object.__module__ | |
if module in ['builtins','__builtin__']: | |
return getimport(object, alias, builtin=builtin) | |
else: #FIXME: leverage getimport? use 'from module import name'? | |
lines, lnum = ["%s = __import__('%s', fromlist=['%s']).%s\n" % (name,module,name,name)], 0 | |
obj = eval(lines[0].lstrip(name + ' = ')) | |
lines, lnum = getsourcelines(obj, enclosing=enclosing) | |
# strip leading indent (helps ensure can be imported) | |
if lstrip or alias: | |
lines = _outdent(lines) | |
# instantiate, if there's a nice repr #XXX: BAD IDEA??? | |
if instance: #and force: #XXX: move into findsource or getsourcelines ? | |
if '(' in repr(object): lines.append('%r\n' % object) | |
#else: #XXX: better to somehow to leverage __reduce__ ? | |
# reconstructor,args = object.__reduce__() | |
# _ = reconstructor(*args) | |
else: # fall back to serialization #XXX: bad idea? | |
#XXX: better not duplicate work? #XXX: better new/enclose=True? | |
lines = dumpsource(object, alias='', new=force, enclose=False) | |
lines, lnum = [line+'\n' for line in lines.split('\n')][:-1], 0 | |
#else: object.__code__ # raise AttributeError | |
# add an alias to the source code | |
if alias: | |
if hascode: | |
skip = 0 | |
for line in lines: # skip lines that are decorators | |
if not line.startswith('@'): break | |
skip += 1 | |
#XXX: use regex from findsource / getsourcelines ? | |
if lines[skip].lstrip().startswith('def '): # we have a function | |
if alias != object.__name__: | |
lines.append('\n%s = %s\n' % (alias, object.__name__)) | |
elif 'lambda ' in lines[skip]: # we have a lambda | |
if alias != lines[skip].split('=')[0].strip(): | |
lines[skip] = '%s = %s' % (alias, lines[skip]) | |
else: # ...try to use the object's name | |
if alias != object.__name__: | |
lines.append('\n%s = %s\n' % (alias, object.__name__)) | |
else: # class or class instance | |
if instance: | |
if alias != lines[-1].split('=')[0].strip(): | |
lines[-1] = ('%s = ' % alias) + lines[-1] | |
else: | |
name = getname(object, force=True) or object.__name__ | |
if alias != name: | |
lines.append('\n%s = %s\n' % (alias, name)) | |
return ''.join(lines) | |
def _hascode(object): | |
'''True if object has an attribute that stores it's __code__''' | |
return getattr(object,'__code__',None) or getattr(object,'func_code',None) | |
def _isinstance(object): | |
'''True if object is a class instance type (and is not a builtin)''' | |
if _hascode(object) or isclass(object) or ismodule(object): | |
return False | |
if istraceback(object) or isframe(object) or iscode(object): | |
return False | |
# special handling (numpy arrays, ...) | |
if not getmodule(object) and getmodule(type(object)).__name__ in ['numpy']: | |
return True | |
# # check if is instance of a builtin | |
# if not getmodule(object) and getmodule(type(object)).__name__ in ['__builtin__','builtins']: | |
# return False | |
_types = ('<class ',"<type 'instance'>") | |
if not repr(type(object)).startswith(_types): #FIXME: weak hack | |
return False | |
if not getmodule(object) or object.__module__ in ['builtins','__builtin__'] or getname(object, force=True) in ['array']: | |
return False | |
return True # by process of elimination... it's what we want | |
def _intypes(object): | |
'''check if object is in the 'types' module''' | |
import types | |
# allow user to pass in object or object.__name__ | |
if type(object) is not type(''): | |
object = getname(object, force=True) | |
if object == 'ellipsis': object = 'EllipsisType' | |
return True if hasattr(types, object) else False | |
def _isstring(object): #XXX: isstringlike better? | |
'''check if object is a string-like type''' | |
return isinstance(object, (str, bytes)) | |
def indent(code, spaces=4): | |
'''indent a block of code with whitespace (default is 4 spaces)''' | |
indent = indentsize(code) | |
if type(spaces) is int: spaces = ' '*spaces | |
# if '\t' is provided, will indent with a tab | |
nspaces = indentsize(spaces) | |
# blank lines (etc) need to be ignored | |
lines = code.split('\n') | |
## stq = "'''"; dtq = '"""' | |
## in_stq = in_dtq = False | |
for i in range(len(lines)): | |
#FIXME: works... but shouldn't indent 2nd+ lines of multiline doc | |
_indent = indentsize(lines[i]) | |
if indent > _indent: continue | |
lines[i] = spaces+lines[i] | |
## #FIXME: may fail when stq and dtq in same line (depends on ordering) | |
## nstq, ndtq = lines[i].count(stq), lines[i].count(dtq) | |
## if not in_dtq and not in_stq: | |
## lines[i] = spaces+lines[i] # we indent | |
## # entering a comment block | |
## if nstq%2: in_stq = not in_stq | |
## if ndtq%2: in_dtq = not in_dtq | |
## # leaving a comment block | |
## elif in_dtq and ndtq%2: in_dtq = not in_dtq | |
## elif in_stq and nstq%2: in_stq = not in_stq | |
## else: pass | |
if lines[-1].strip() == '': lines[-1] = '' | |
return '\n'.join(lines) | |
def _outdent(lines, spaces=None, all=True): | |
'''outdent lines of code, accounting for docs and line continuations''' | |
indent = indentsize(lines[0]) | |
if spaces is None or spaces > indent or spaces < 0: spaces = indent | |
for i in range(len(lines) if all else 1): | |
#FIXME: works... but shouldn't outdent 2nd+ lines of multiline doc | |
_indent = indentsize(lines[i]) | |
if spaces > _indent: _spaces = _indent | |
else: _spaces = spaces | |
lines[i] = lines[i][_spaces:] | |
return lines | |
def outdent(code, spaces=None, all=True): | |
'''outdent a block of code (default is to strip all leading whitespace)''' | |
indent = indentsize(code) | |
if spaces is None or spaces > indent or spaces < 0: spaces = indent | |
#XXX: will this delete '\n' in some cases? | |
if not all: return code[spaces:] | |
return '\n'.join(_outdent(code.split('\n'), spaces=spaces, all=all)) | |
#XXX: not sure what the point of _wrap is... | |
__globals__ = globals() | |
__locals__ = locals() | |
def _wrap(f): | |
""" encapsulate a function and it's __import__ """ | |
def func(*args, **kwds): | |
try: | |
# _ = eval(getsource(f, force=True)) #XXX: safer but less robust | |
exec(getimportable(f, alias='_'), __globals__, __locals__) | |
except Exception: | |
raise ImportError('cannot import name ' + f.__name__) | |
return _(*args, **kwds) | |
func.__name__ = f.__name__ | |
func.__doc__ = f.__doc__ | |
return func | |
def _enclose(object, alias=''): #FIXME: needs alias to hold returned object | |
"""create a function enclosure around the source of some object""" | |
#XXX: dummy and stub should append a random string | |
dummy = '__this_is_a_big_dummy_enclosing_function__' | |
stub = '__this_is_a_stub_variable__' | |
code = 'def %s():\n' % dummy | |
code += indent(getsource(object, alias=stub, lstrip=True, force=True)) | |
code += indent('return %s\n' % stub) | |
if alias: code += '%s = ' % alias | |
code += '%s(); del %s\n' % (dummy, dummy) | |
#code += "globals().pop('%s',lambda :None)()\n" % dummy | |
return code | |
def dumpsource(object, alias='', new=False, enclose=True): | |
"""'dump to source', where the code includes a pickled object. | |
If new=True and object is a class instance, then create a new | |
instance using the unpacked class source code. If enclose, then | |
create the object inside a function enclosure (thus minimizing | |
any global namespace pollution). | |
""" | |
from dill import dumps | |
pik = repr(dumps(object)) | |
code = 'import dill\n' | |
if enclose: | |
stub = '__this_is_a_stub_variable__' #XXX: *must* be same _enclose.stub | |
pre = '%s = ' % stub | |
new = False #FIXME: new=True doesn't work with enclose=True | |
else: | |
stub = alias | |
pre = '%s = ' % stub if alias else alias | |
# if a 'new' instance is not needed, then just dump and load | |
if not new or not _isinstance(object): | |
code += pre + 'dill.loads(%s)\n' % pik | |
else: #XXX: other cases where source code is needed??? | |
code += getsource(object.__class__, alias='', lstrip=True, force=True) | |
mod = repr(object.__module__) # should have a module (no builtins here) | |
code += pre + 'dill.loads(%s.replace(b%s,bytes(__name__,"UTF-8")))\n' % (pik,mod) | |
#code += 'del %s' % object.__class__.__name__ #NOTE: kills any existing! | |
if enclose: | |
# generation of the 'enclosure' | |
dummy = '__this_is_a_big_dummy_object__' | |
dummy = _enclose(dummy, alias=alias) | |
# hack to replace the 'dummy' with the 'real' code | |
dummy = dummy.split('\n') | |
code = dummy[0]+'\n' + indent(code) + '\n'.join(dummy[-3:]) | |
return code #XXX: better 'dumpsourcelines', returning list of lines? | |
def getname(obj, force=False, fqn=False): #XXX: throw(?) to raise error on fail? | |
"""get the name of the object. for lambdas, get the name of the pointer """ | |
if fqn: return '.'.join(_namespace(obj)) | |
module = getmodule(obj) | |
if not module: # things like "None" and "1" | |
if not force: return None | |
return repr(obj) | |
try: | |
#XXX: 'wrong' for decorators and curried functions ? | |
# if obj.func_closure: ...use logic from getimportable, etc ? | |
name = obj.__name__ | |
if name == '<lambda>': | |
return getsource(obj).split('=',1)[0].strip() | |
# handle some special cases | |
if module.__name__ in ['builtins','__builtin__']: | |
if name == 'ellipsis': name = 'EllipsisType' | |
return name | |
except AttributeError: #XXX: better to just throw AttributeError ? | |
if not force: return None | |
name = repr(obj) | |
if name.startswith('<'): # or name.split('('): | |
return None | |
return name | |
def _namespace(obj): | |
"""_namespace(obj); return namespace hierarchy (as a list of names) | |
for the given object. For an instance, find the class hierarchy. | |
For example: | |
>>> from functools import partial | |
>>> p = partial(int, base=2) | |
>>> _namespace(p) | |
[\'functools\', \'partial\'] | |
""" | |
# mostly for functions and modules and such | |
#FIXME: 'wrong' for decorators and curried functions | |
try: #XXX: needs some work and testing on different types | |
module = qual = str(getmodule(obj)).split()[1].strip('>').strip('"').strip("'") | |
qual = qual.split('.') | |
if ismodule(obj): | |
return qual | |
# get name of a lambda, function, etc | |
name = getname(obj) or obj.__name__ # failing, raise AttributeError | |
# check special cases (NoneType, ...) | |
if module in ['builtins','__builtin__']: # BuiltinFunctionType | |
if _intypes(name): return ['types'] + [name] | |
return qual + [name] #XXX: can be wrong for some aliased objects | |
except Exception: pass | |
# special case: numpy.inf and numpy.nan (we don't want them as floats) | |
if str(obj) in ['inf','nan','Inf','NaN']: # is more, but are they needed? | |
return ['numpy'] + [str(obj)] | |
# mostly for classes and class instances and such | |
module = getattr(obj.__class__, '__module__', None) | |
qual = str(obj.__class__) | |
try: qual = qual[qual.index("'")+1:-2] | |
except ValueError: pass # str(obj.__class__) made the 'try' unnecessary | |
qual = qual.split(".") | |
if module in ['builtins','__builtin__']: | |
# check special cases (NoneType, Ellipsis, ...) | |
if qual[-1] == 'ellipsis': qual[-1] = 'EllipsisType' | |
if _intypes(qual[-1]): module = 'types' #XXX: BuiltinFunctionType | |
qual = [module] + qual | |
return qual | |
#NOTE: 05/25/14 broke backward compatibility: added 'alias' as 3rd argument | |
def _getimport(head, tail, alias='', verify=True, builtin=False): | |
"""helper to build a likely import string from head and tail of namespace. | |
('head','tail') are used in the following context: "from head import tail" | |
If verify=True, then test the import string before returning it. | |
If builtin=True, then force an import for builtins where possible. | |
If alias is provided, then rename the object on import. | |
""" | |
# special handling for a few common types | |
if tail in ['Ellipsis', 'NotImplemented'] and head in ['types']: | |
head = len.__module__ | |
elif tail in ['None'] and head in ['types']: | |
_alias = '%s = ' % alias if alias else '' | |
if alias == tail: _alias = '' | |
return _alias+'%s\n' % tail | |
# we don't need to import from builtins, so return '' | |
# elif tail in ['NoneType','int','float','long','complex']: return '' #XXX: ? | |
if head in ['builtins','__builtin__']: | |
# special cases (NoneType, Ellipsis, ...) #XXX: BuiltinFunctionType | |
if tail == 'ellipsis': tail = 'EllipsisType' | |
if _intypes(tail): head = 'types' | |
elif not builtin: | |
_alias = '%s = ' % alias if alias else '' | |
if alias == tail: _alias = '' | |
return _alias+'%s\n' % tail | |
else: pass # handle builtins below | |
# get likely import string | |
if not head: _str = "import %s" % tail | |
else: _str = "from %s import %s" % (head, tail) | |
_alias = " as %s\n" % alias if alias else "\n" | |
if alias == tail: _alias = "\n" | |
_str += _alias | |
# FIXME: fails on most decorators, currying, and such... | |
# (could look for magic __wrapped__ or __func__ attr) | |
# (could fix in 'namespace' to check obj for closure) | |
if verify and not head.startswith('dill.'):# weird behavior for dill | |
#print(_str) | |
try: exec(_str) #XXX: check if == obj? (name collision) | |
except ImportError: #XXX: better top-down or bottom-up recursion? | |
_head = head.rsplit(".",1)[0] #(or get all, then compare == obj?) | |
if not _head: raise | |
if _head != head: | |
_str = _getimport(_head, tail, alias, verify) | |
return _str | |
#XXX: rename builtin to force? vice versa? verify to force? (as in getsource) | |
#NOTE: 05/25/14 broke backward compatibility: added 'alias' as 2nd argument | |
def getimport(obj, alias='', verify=True, builtin=False, enclosing=False): | |
"""get the likely import string for the given object | |
obj is the object to inspect | |
If verify=True, then test the import string before returning it. | |
If builtin=True, then force an import for builtins where possible. | |
If enclosing=True, get the import for the outermost enclosing callable. | |
If alias is provided, then rename the object on import. | |
""" | |
if enclosing: | |
from .detect import outermost | |
_obj = outermost(obj) | |
obj = _obj if _obj else obj | |
# get the namespace | |
qual = _namespace(obj) | |
head = '.'.join(qual[:-1]) | |
tail = qual[-1] | |
# for named things... with a nice repr #XXX: move into _namespace? | |
try: # look for '<...>' and be mindful it might be in lists, dicts, etc... | |
name = repr(obj).split('<',1)[1].split('>',1)[1] | |
name = None # we have a 'object'-style repr | |
except Exception: # it's probably something 'importable' | |
if head in ['builtins','__builtin__']: | |
name = repr(obj) #XXX: catch [1,2], (1,2), set([1,2])... others? | |
else: | |
name = repr(obj).split('(')[0] | |
#if not repr(obj).startswith('<'): name = repr(obj).split('(')[0] | |
#else: name = None | |
if name: # try using name instead of tail | |
try: return _getimport(head, name, alias, verify, builtin) | |
except ImportError: pass | |
except SyntaxError: | |
if head in ['builtins','__builtin__']: | |
_alias = '%s = ' % alias if alias else '' | |
if alias == name: _alias = '' | |
return _alias+'%s\n' % name | |
else: pass | |
try: | |
#if type(obj) is type(abs): _builtin = builtin # BuiltinFunctionType | |
#else: _builtin = False | |
return _getimport(head, tail, alias, verify, builtin) | |
except ImportError: | |
raise # could do some checking against obj | |
except SyntaxError: | |
if head in ['builtins','__builtin__']: | |
_alias = '%s = ' % alias if alias else '' | |
if alias == tail: _alias = '' | |
return _alias+'%s\n' % tail | |
raise # could do some checking against obj | |
def _importable(obj, alias='', source=None, enclosing=False, force=True, \ | |
builtin=True, lstrip=True): | |
"""get an import string (or the source code) for the given object | |
This function will attempt to discover the name of the object, or the repr | |
of the object, or the source code for the object. To attempt to force | |
discovery of the source code, use source=True, to attempt to force the | |
use of an import, use source=False; otherwise an import will be sought | |
for objects not defined in __main__. The intent is to build a string | |
that can be imported from a python file. obj is the object to inspect. | |
If alias is provided, then rename the object with the given alias. | |
If source=True, use these options: | |
If enclosing=True, then also return any enclosing code. | |
If force=True, catch (TypeError,IOError) and try to use import hooks. | |
If lstrip=True, ensure there is no indentation in the first line of code. | |
If source=False, use these options: | |
If enclosing=True, get the import for the outermost enclosing callable. | |
If force=True, then don't test the import string before returning it. | |
If builtin=True, then force an import for builtins where possible. | |
""" | |
if source is None: | |
source = True if isfrommain(obj) else False | |
if source: # first try to get the source | |
try: | |
return getsource(obj, alias, enclosing=enclosing, \ | |
force=force, lstrip=lstrip, builtin=builtin) | |
except Exception: pass | |
try: | |
if not _isinstance(obj): | |
return getimport(obj, alias, enclosing=enclosing, \ | |
verify=(not force), builtin=builtin) | |
# first 'get the import', then 'get the instance' | |
_import = getimport(obj, enclosing=enclosing, \ | |
verify=(not force), builtin=builtin) | |
name = getname(obj, force=True) | |
if not name: | |
raise AttributeError("object has no atribute '__name__'") | |
_alias = "%s = " % alias if alias else "" | |
if alias == name: _alias = "" | |
return _import+_alias+"%s\n" % name | |
except Exception: pass | |
if not source: # try getsource, only if it hasn't been tried yet | |
try: | |
return getsource(obj, alias, enclosing=enclosing, \ | |
force=force, lstrip=lstrip, builtin=builtin) | |
except Exception: pass | |
# get the name (of functions, lambdas, and classes) | |
# or hope that obj can be built from the __repr__ | |
#XXX: what to do about class instances and such? | |
obj = getname(obj, force=force) | |
# we either have __repr__ or __name__ (or None) | |
if not obj or obj.startswith('<'): | |
raise AttributeError("object has no atribute '__name__'") | |
_alias = '%s = ' % alias if alias else '' | |
if alias == obj: _alias = '' | |
return _alias+'%s\n' % obj | |
#XXX: possible failsafe... (for example, for instances when source=False) | |
# "import dill; result = dill.loads(<pickled_object>); # repr(<object>)" | |
def _closuredimport(func, alias='', builtin=False): | |
"""get import for closured objects; return a dict of 'name' and 'import'""" | |
import re | |
from .detect import freevars, outermost | |
free_vars = freevars(func) | |
func_vars = {} | |
# split into 'funcs' and 'non-funcs' | |
for name,obj in list(free_vars.items()): | |
if not isfunction(obj): continue | |
# get import for 'funcs' | |
fobj = free_vars.pop(name) | |
src = getsource(fobj) | |
if src.lstrip().startswith('@'): # we have a decorator | |
src = getimport(fobj, alias=alias, builtin=builtin) | |
else: # we have to "hack" a bit... and maybe be lucky | |
encl = outermost(func) | |
# pattern: 'func = enclosing(fobj' | |
pat = r'.*[\w\s]=\s*'+getname(encl)+r'\('+getname(fobj) | |
mod = getname(getmodule(encl)) | |
#HACK: get file containing 'outer' function; is func there? | |
lines,_ = findsource(encl) | |
candidate = [line for line in lines if getname(encl) in line and \ | |
re.match(pat, line)] | |
if not candidate: | |
mod = getname(getmodule(fobj)) | |
#HACK: get file containing 'inner' function; is func there? | |
lines,_ = findsource(fobj) | |
candidate = [line for line in lines \ | |
if getname(fobj) in line and re.match(pat, line)] | |
if not len(candidate): raise TypeError('import could not be found') | |
candidate = candidate[-1] | |
name = candidate.split('=',1)[0].split()[-1].strip() | |
src = _getimport(mod, name, alias=alias, builtin=builtin) | |
func_vars[name] = src | |
if not func_vars: | |
name = outermost(func) | |
mod = getname(getmodule(name)) | |
if not mod or name is func: # then it can be handled by getimport | |
name = getname(func, force=True) #XXX: better key? | |
src = getimport(func, alias=alias, builtin=builtin) | |
else: | |
lines,_ = findsource(name) | |
# pattern: 'func = enclosing(' | |
candidate = [line for line in lines if getname(name) in line and \ | |
re.match(r'.*[\w\s]=\s*'+getname(name)+r'\(', line)] | |
if not len(candidate): raise TypeError('import could not be found') | |
candidate = candidate[-1] | |
name = candidate.split('=',1)[0].split()[-1].strip() | |
src = _getimport(mod, name, alias=alias, builtin=builtin) | |
func_vars[name] = src | |
return func_vars | |
#XXX: should be able to use __qualname__ | |
def _closuredsource(func, alias=''): | |
"""get source code for closured objects; return a dict of 'name' | |
and 'code blocks'""" | |
#FIXME: this entire function is a messy messy HACK | |
# - pollutes global namespace | |
# - fails if name of freevars are reused | |
# - can unnecessarily duplicate function code | |
from .detect import freevars | |
free_vars = freevars(func) | |
func_vars = {} | |
# split into 'funcs' and 'non-funcs' | |
for name,obj in list(free_vars.items()): | |
if not isfunction(obj): | |
# get source for 'non-funcs' | |
free_vars[name] = getsource(obj, force=True, alias=name) | |
continue | |
# get source for 'funcs' | |
fobj = free_vars.pop(name) | |
src = getsource(fobj, alias) # DO NOT include dependencies | |
# if source doesn't start with '@', use name as the alias | |
if not src.lstrip().startswith('@'): #FIXME: 'enclose' in dummy; | |
src = importable(fobj,alias=name)# wrong ref 'name' | |
org = getsource(func, alias, enclosing=False, lstrip=True) | |
src = (src, org) # undecorated first, then target | |
else: #NOTE: reproduces the code! | |
org = getsource(func, enclosing=True, lstrip=False) | |
src = importable(fobj, alias, source=True) # include dependencies | |
src = (org, src) # target first, then decorated | |
func_vars[name] = src | |
src = ''.join(free_vars.values()) | |
if not func_vars: #FIXME: 'enclose' in dummy; wrong ref 'name' | |
org = getsource(func, alias, force=True, enclosing=False, lstrip=True) | |
src = (src, org) # variables first, then target | |
else: | |
src = (src, None) # just variables (better '' instead of None?) | |
func_vars[None] = src | |
# FIXME: remove duplicates (however, order is important...) | |
return func_vars | |
def importable(obj, alias='', source=None, builtin=True): | |
"""get an importable string (i.e. source code or the import string) | |
for the given object, including any required objects from the enclosing | |
and global scope | |
This function will attempt to discover the name of the object, or the repr | |
of the object, or the source code for the object. To attempt to force | |
discovery of the source code, use source=True, to attempt to force the | |
use of an import, use source=False; otherwise an import will be sought | |
for objects not defined in __main__. The intent is to build a string | |
that can be imported from a python file. | |
obj is the object to inspect. If alias is provided, then rename the | |
object with the given alias. If builtin=True, then force an import for | |
builtins where possible. | |
""" | |
#NOTE: we always 'force', and 'lstrip' as necessary | |
#NOTE: for 'enclosing', use importable(outermost(obj)) | |
if source is None: | |
source = True if isfrommain(obj) else False | |
elif builtin and isbuiltin(obj): | |
source = False | |
tried_source = tried_import = False | |
while True: | |
if not source: # we want an import | |
try: | |
if _isinstance(obj): # for instances, punt to _importable | |
return _importable(obj, alias, source=False, builtin=builtin) | |
src = _closuredimport(obj, alias=alias, builtin=builtin) | |
if len(src) == 0: | |
raise NotImplementedError('not implemented') | |
if len(src) > 1: | |
raise NotImplementedError('not implemented') | |
return list(src.values())[0] | |
except Exception: | |
if tried_source: raise | |
tried_import = True | |
# we want the source | |
try: | |
src = _closuredsource(obj, alias=alias) | |
if len(src) == 0: | |
raise NotImplementedError('not implemented') | |
# groan... an inline code stitcher | |
def _code_stitcher(block): | |
"stitch together the strings in tuple 'block'" | |
if block[0] and block[-1]: block = '\n'.join(block) | |
elif block[0]: block = block[0] | |
elif block[-1]: block = block[-1] | |
else: block = '' | |
return block | |
# get free_vars first | |
_src = _code_stitcher(src.pop(None)) | |
_src = [_src] if _src else [] | |
# get func_vars | |
for xxx in src.values(): | |
xxx = _code_stitcher(xxx) | |
if xxx: _src.append(xxx) | |
# make a single source string | |
if not len(_src): | |
src = '' | |
elif len(_src) == 1: | |
src = _src[0] | |
else: | |
src = '\n'.join(_src) | |
# get source code of objects referred to by obj in global scope | |
from .detect import globalvars | |
obj = globalvars(obj) #XXX: don't worry about alias? recurse? etc? | |
obj = list(getsource(_obj,name,force=True) for (name,_obj) in obj.items() if not isbuiltin(_obj)) | |
obj = '\n'.join(obj) if obj else '' | |
# combine all referred-to source (global then enclosing) | |
if not obj: return src | |
if not src: return obj | |
return obj + src | |
except Exception: | |
if tried_import: raise | |
tried_source = True | |
source = not source | |
# should never get here | |
return | |
# backward compatibility | |
def getimportable(obj, alias='', byname=True, explicit=False): | |
return importable(obj,alias,source=(not byname),builtin=explicit) | |
#return outdent(_importable(obj,alias,source=(not byname),builtin=explicit)) | |
def likely_import(obj, passive=False, explicit=False): | |
return getimport(obj, verify=(not passive), builtin=explicit) | |
def _likely_import(first, last, passive=False, explicit=True): | |
return _getimport(first, last, verify=(not passive), builtin=explicit) | |
_get_name = getname | |
getblocks_from_history = getblocks | |
# EOF | |