def make_function(code, defaults=None, lineno=0):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
if code.co_flags & 2:
vararg = None
kwarg = None
varnames = list(code.co_varnames[:code.co_argcount])
co_locals = list(code.co_varnames[code.co_argcount:])
#have var args
if code.co_flags & 4:
vararg = co_locals.pop(0)
#have kw args
if code.co_flags & 8:
kwarg = co_locals.pop()
args = [_ast.Name(id=argname, ctx=_ast.Param(), lineno=lineno, col_offset=0) for argname in varnames]
args = _ast.arguments(args=args,
defaults=defaults if defaults else [],
kwarg=kwarg,
vararg=vararg,
lineno=lineno, col_offset=0
)
if code.co_name == '<lambda>':
if len(stmnts) == 2:
if isinstance(stmnts[0], _ast.If) and isinstance(stmnts[1], _ast.Return):
assert len(stmnts[0].body) == 1
assert isinstance(stmnts[0].body[0], _ast.Return)
stmnts = [_ast.Return(_ast.IfExp(stmnts[0].test, stmnts[0].body[0].value, stmnts[1].value))]
assert len(stmnts) == 1, stmnts
assert isinstance(stmnts[0], _ast.Return)
stmnt = stmnts[0].value
ast_obj = _ast.Lambda(args=args, body=stmnt, lineno=lineno, col_offset=0)
else:
if instructions.seen_yield:
return_ = stmnts[-1]
assert isinstance(return_, _ast.Return)
assert isinstance(return_.value, _ast.Name)
assert return_.value.id == 'None'
return_.value = None
ast_obj = _ast.FunctionDef(name=code.co_name, args=args, body=stmnts, decorator_list=[], lineno=lineno, col_offset=0)
return ast_obj
def make_module(code):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
doc = pop_doc(stmnts)
pop_return(stmnts)
# stmnt = ast.Stmt(stmnts, 0)
if doc is not None:
stmnts = [_ast.Expr(value=doc, lineno=doc.lineno, col_offset=0)] + stmnts
ast_obj = _ast.Module(body=stmnts, lineno=0, col_offset=0)
return ast_obj
def make_module(code):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
doc = pop_doc(stmnts)
pop_return(stmnts)
# stmnt = ast.Stmt(stmnts, 0)
if doc is not None:
stmnts = [_ast.Expr(value=doc, lineno=doc.lineno, col_offset=0)
] + stmnts
ast_obj = _ast.Module(body=stmnts, lineno=0, col_offset=0)
return ast_obj
def make_function(code, defaults=None, lineno=0):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
if code.co_flags & 2:
vararg = None
kwarg = None
varnames = list(code.co_varnames[:code.co_argcount])
co_locals = list(code.co_varnames[code.co_argcount:])
#have var args
if code.co_flags & 4:
vararg = co_locals.pop(0)
#have kw args
if code.co_flags & 8:
kwarg = co_locals.pop()
args = [
_ast.Name(id=argname, ctx=_ast.Param(), lineno=lineno, col_offset=0)
for argname in varnames
]
args = _ast.arguments(args=args,
defaults=defaults if defaults else [],
kwarg=kwarg,
vararg=vararg,
lineno=lineno,
col_offset=0)
if code.co_name == '<lambda>':
if len(stmnts) == 2:
if isinstance(stmnts[0], _ast.If) and isinstance(
stmnts[1], _ast.Return):
assert len(stmnts[0].body) == 1
assert isinstance(stmnts[0].body[0], _ast.Return)
stmnts = [
_ast.Return(
_ast.IfExp(stmnts[0].test, stmnts[0].body[0].value,
stmnts[1].value))
]
assert len(stmnts) == 1, stmnts
assert isinstance(stmnts[0], _ast.Return)
stmnt = stmnts[0].value
ast_obj = _ast.Lambda(args=args,
body=stmnt,
lineno=lineno,
col_offset=0)
else:
if instructions.seen_yield:
return_ = stmnts[-1]
assert isinstance(return_, _ast.Return)
assert isinstance(return_.value, _ast.Name)
assert return_.value.id == 'None'
return_.value = None
ast_obj = _ast.FunctionDef(name=code.co_name,
args=args,
body=stmnts,
decorator_list=[],
lineno=lineno,
col_offset=0)
return ast_obj
def make_function(code,
defaults=None,
annotations=(),
kw_defaults=(),
lineno=0):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
if code.co_flags & 2:
vararg = None
kwarg = None
varnames = list(code.co_varnames[:code.co_argcount])
kwonly_varnames = list(code.co_varnames[code.co_argcount:code.co_argcount +
code.co_kwonlyargcount])
co_locals = list(code.co_varnames[code.co_argcount +
code.co_kwonlyargcount:])
assert (len(kw_defaults) % 2) == 0
kw_defaults = list(kw_defaults)
kw_default_dict = {}
while kw_defaults:
name = kw_defaults.pop(0)
value = kw_defaults.pop(0)
kw_default_dict[name.s] = value
kw_defaults = []
for argname in kwonly_varnames:
kw_defaults.append(kw_default_dict.pop(argname))
#have var args
if code.co_flags & 4:
vararg = co_locals.pop(0)
#have kw args
if code.co_flags & 8:
kwarg = co_locals.pop()
args = []
annotation_names = [annotation.arg for annotation in annotations]
for argname in varnames:
if argname in annotation_names:
arg = [
annotation for annotation in annotations
if annotation.arg == argname
][0]
else:
arg = _ast.arg(annotation=None,
arg=argname,
lineno=lineno,
col_offset=0) #@UndefinedVariable
args.append(arg)
kwonlyargs = []
for argname in kwonly_varnames:
if argname in annotation_names:
arg = [
annotation for annotation in annotations
if annotation.arg == argname
][0]
else:
arg = _ast.arg(annotation=None,
arg=argname,
lineno=lineno,
col_offset=0) #@UndefinedVariable
kwonlyargs.append(arg)
if 'return' in annotation_names:
arg = [
annotation for annotation in annotations
if annotation.arg == 'return'
][0]
returns = arg.annotation
else:
returns = None
if vararg in annotation_names:
arg = [
annotation for annotation in annotations
if annotation.arg == vararg
][0]
varargannotation = arg.annotation
else:
varargannotation = None
if kwarg in annotation_names:
arg = [
annotation for annotation in annotations if annotation.arg == kwarg
][0]
kwargannotation = arg.annotation
else:
kwargannotation = None
args = _ast.arguments(args=args,
defaults=defaults if defaults else [],
kwarg=kwarg,
vararg=vararg,
kw_defaults=kw_defaults,
kwonlyargs=kwonlyargs,
kwargannotation=kwargannotation,
varargannotation=varargannotation,
lineno=lineno,
col_offset=0)
if code.co_name == '<lambda>':
if len(stmnts) == 2:
if isinstance(stmnts[0], _ast.If) and isinstance(
stmnts[1], _ast.Return):
assert len(stmnts[0].body) == 1
assert isinstance(stmnts[0].body[0], _ast.Return)
stmnts = [
_ast.Return(
_ast.IfExp(stmnts[0].test, stmnts[0].body[0].value,
stmnts[1].value))
]
assert isinstance(stmnts[0], _ast.Return)
stmnt = stmnts[0].value
ast_obj = _ast.Lambda(args=args,
body=stmnt,
lineno=lineno,
col_offset=0)
else:
if instructions.seen_yield:
return_ = stmnts[-1]
assert isinstance(return_, _ast.Return)
assert isinstance(return_.value, _ast.Name)
assert return_.value.id == 'None'
return_.value = None
ast_obj = _ast.FunctionDef(name=code.co_name,
args=args,
body=stmnts,
decorator_list=[],
returns=returns,
lineno=lineno,
col_offset=0)
return ast_obj
def make_function(code, defaults=None, annotations=(), kw_defaults=(), lineno=0):
from graphlab.meta.decompiler.disassemble import disassemble
instructions = Instructions(disassemble(code))
stmnts = instructions.stmnt()
if code.co_flags & 2:
vararg = None
kwarg = None
varnames = list(code.co_varnames[:code.co_argcount])
kwonly_varnames = list(code.co_varnames[code.co_argcount:code.co_argcount + code.co_kwonlyargcount])
co_locals = list(code.co_varnames[code.co_argcount + code.co_kwonlyargcount:])
assert (len(kw_defaults) % 2) == 0
kw_defaults = list(kw_defaults)
kw_default_dict = {}
while kw_defaults:
name = kw_defaults.pop(0)
value = kw_defaults.pop(0)
kw_default_dict[name.s] = value
kw_defaults = []
for argname in kwonly_varnames:
kw_defaults.append(kw_default_dict.pop(argname))
#have var args
if code.co_flags & 4:
vararg = co_locals.pop(0)
#have kw args
if code.co_flags & 8:
kwarg = co_locals.pop()
args = []
annotation_names = [annotation.arg for annotation in annotations]
for argname in varnames:
if argname in annotation_names:
arg = [annotation for annotation in annotations if annotation.arg == argname][0]
else:
arg = _ast.arg(annotation=None, arg=argname, lineno=lineno, col_offset=0) #@UndefinedVariable
args.append(arg)
kwonlyargs = []
for argname in kwonly_varnames:
if argname in annotation_names:
arg = [annotation for annotation in annotations if annotation.arg == argname][0]
else:
arg = _ast.arg(annotation=None, arg=argname, lineno=lineno, col_offset=0) #@UndefinedVariable
kwonlyargs.append(arg)
if 'return' in annotation_names:
arg = [annotation for annotation in annotations if annotation.arg == 'return'][0]
returns = arg.annotation
else:
returns = None
if vararg in annotation_names:
arg = [annotation for annotation in annotations if annotation.arg == vararg][0]
varargannotation = arg.annotation
else:
varargannotation = None
if kwarg in annotation_names:
arg = [annotation for annotation in annotations if annotation.arg == kwarg][0]
kwargannotation = arg.annotation
else:
kwargannotation = None
args = _ast.arguments(args=args,
defaults=defaults if defaults else [],
kwarg=kwarg,
vararg=vararg,
kw_defaults=kw_defaults,
kwonlyargs=kwonlyargs,
kwargannotation=kwargannotation,
varargannotation=varargannotation,
lineno=lineno, col_offset=0
)
if code.co_name == '<lambda>':
if len(stmnts) == 2:
if isinstance(stmnts[0], _ast.If) and isinstance(stmnts[1], _ast.Return):
assert len(stmnts[0].body) == 1
assert isinstance(stmnts[0].body[0], _ast.Return)
stmnts = [_ast.Return(_ast.IfExp(stmnts[0].test, stmnts[0].body[0].value, stmnts[1].value))]
assert isinstance(stmnts[0], _ast.Return)
stmnt = stmnts[0].value
ast_obj = _ast.Lambda(args=args, body=stmnt, lineno=lineno, col_offset=0)
else:
if instructions.seen_yield:
return_ = stmnts[-1]
assert isinstance(return_, _ast.Return)
assert isinstance(return_.value, _ast.Name)
assert return_.value.id == 'None'
return_.value = None
ast_obj = _ast.FunctionDef(name=code.co_name, args=args,
body=stmnts, decorator_list=[],
returns=returns,
lineno=lineno, col_offset=0)
return ast_obj
