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"""The builtin list implementation
Lists optimize their storage by holding certain primitive datatypes in
unwrapped form. For more information:
http://morepypy.blogspot.com/2011/10/more-compact-lists-with-list-strategies.html
"""
import math
import operator
import sys
from rpython.rlib import debug, jit, rerased
from rpython.rlib.listsort import make_timsort_class
from rpython.rlib.objectmodel import (
import_from_mixin, instantiate, newlist_hint, resizelist_hint, specialize)
from rpython.rlib.rarithmetic import ovfcheck
from rpython.rlib import longlong2float
from rpython.tool.sourcetools import func_with_new_name
from pypy.interpreter.baseobjspace import W_Root
from pypy.interpreter.error import OperationError, oefmt
from pypy.interpreter.gateway import (
WrappedDefault, applevel, interp2app, unwrap_spec)
from pypy.interpreter.signature import Signature
from pypy.interpreter.typedef import TypeDef
from pypy.interpreter.miscutils import StringSort
from pypy.objspace.std.bytesobject import W_BytesObject
from pypy.objspace.std.floatobject import W_FloatObject
from pypy.objspace.std.intobject import W_IntObject
from pypy.objspace.std.iterobject import (
W_FastListIterObject, W_ReverseSeqIterObject)
from pypy.objspace.std.sliceobject import W_SliceObject, unwrap_start_stop
from pypy.objspace.std.tupleobject import W_AbstractTupleObject
from pypy.objspace.std.unicodeobject import W_UnicodeObject
from pypy.objspace.std.util import get_positive_index, negate
__all__ = ['W_ListObject', 'make_range_list', 'make_empty_list_with_size']
UNROLL_CUTOFF = 5
def make_range_list(space, start, step, length):
if length <= 0:
strategy = space.fromcache(EmptyListStrategy)
storage = strategy.erase(None)
elif start == 0 and step == 1:
strategy = space.fromcache(SimpleRangeListStrategy)
storage = strategy.erase((length,))
else:
strategy = space.fromcache(RangeListStrategy)
storage = strategy.erase((start, step, length))
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
def make_empty_list(space):
strategy = space.fromcache(EmptyListStrategy)
storage = strategy.erase(None)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
def make_empty_list_with_size(space, hint):
strategy = SizeListStrategy(space, hint)
storage = strategy.erase(None)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
@jit.look_inside_iff(lambda space, list_w, sizehint:
jit.loop_unrolling_heuristic(list_w, len(list_w), UNROLL_CUTOFF))
def get_strategy_from_list_objects(space, list_w, sizehint):
if not list_w:
if sizehint != -1:
return SizeListStrategy(space, sizehint)
return space.fromcache(EmptyListStrategy)
w_firstobj = list_w[0]
check_int_or_float = False
if type(w_firstobj) is W_IntObject:
# check for all-ints
for i in range(1, len(list_w)):
w_obj = list_w[i]
if type(w_obj) is not W_IntObject:
check_int_or_float = (type(w_obj) is W_FloatObject)
break
else:
return space.fromcache(IntegerListStrategy)
elif type(w_firstobj) is W_BytesObject:
# check for all-strings
for i in range(1, len(list_w)):
if type(list_w[i]) is not W_BytesObject:
break
else:
return space.fromcache(BytesListStrategy)
elif type(w_firstobj) is W_UnicodeObject:
# check for all-unicodes
for i in range(1, len(list_w)):
if type(list_w[i]) is not W_UnicodeObject:
break
else:
return space.fromcache(UnicodeListStrategy)
elif type(w_firstobj) is W_FloatObject:
# check for all-floats
for i in range(1, len(list_w)):
w_obj = list_w[i]
if type(w_obj) is not W_FloatObject:
check_int_or_float = (type(w_obj) is W_IntObject)
break
else:
return space.fromcache(FloatListStrategy)
if check_int_or_float:
for w_obj in list_w:
if type(w_obj) is W_IntObject:
if longlong2float.can_encode_int32(w_obj.int_w(space)):
continue # ok
elif type(w_obj) is W_FloatObject:
if longlong2float.can_encode_float(w_obj.float_w(space)):
continue # ok
break
else:
return space.fromcache(IntOrFloatListStrategy)
return space.fromcache(ObjectListStrategy)
def _get_printable_location(w_type):
return ('list__do_extend_from_iterable [w_type=%s]' %
w_type.getname(w_type.space).encode('utf-8'))
_do_extend_jitdriver = jit.JitDriver(
name='list__do_extend_from_iterable',
greens=['w_type'],
reds=['i', 'w_iterator', 'w_list'],
get_printable_location=_get_printable_location)
def _do_extend_from_iterable(space, w_list, w_iterable):
w_iterator = space.iter(w_iterable)
w_type = space.type(w_iterator)
i = 0
while True:
_do_extend_jitdriver.jit_merge_point(w_type=w_type,
i=i,
w_iterator=w_iterator,
w_list=w_list)
try:
w_list.append(space.next(w_iterator))
except OperationError as e:
if not e.match(space, space.w_StopIteration):
raise
break
i += 1
return i
def list_unroll_condition(w_list1, space, w_list2):
return (jit.loop_unrolling_heuristic(w_list1, w_list1.length(),
UNROLL_CUTOFF) or
jit.loop_unrolling_heuristic(w_list2, w_list2.length(),
UNROLL_CUTOFF))
class W_ListObject(W_Root):
strategy = None
def __init__(self, space, wrappeditems, sizehint=-1):
assert isinstance(wrappeditems, list)
self.space = space
if space.config.objspace.std.withliststrategies:
self.strategy = get_strategy_from_list_objects(space, wrappeditems,
sizehint)
else:
self.strategy = space.fromcache(ObjectListStrategy)
self.init_from_list_w(wrappeditems)
@staticmethod
def from_storage_and_strategy(space, storage, strategy):
self = instantiate(W_ListObject)
self.space = space
self.strategy = strategy
self.lstorage = storage
if not space.config.objspace.std.withliststrategies:
self.switch_to_object_strategy()
return self
@staticmethod
def newlist_bytes(space, list_b):
strategy = space.fromcache(BytesListStrategy)
storage = strategy.erase(list_b)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
@staticmethod
def newlist_unicode(space, list_u):
strategy = space.fromcache(UnicodeListStrategy)
storage = strategy.erase(list_u)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
@staticmethod
def newlist_int(space, list_i):
strategy = space.fromcache(IntegerListStrategy)
storage = strategy.erase(list_i)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
@staticmethod
def newlist_float(space, list_f):
strategy = space.fromcache(FloatListStrategy)
storage = strategy.erase(list_f)
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
@staticmethod
def newlist_cpyext(space, list):
from pypy.module.cpyext.sequence import CPyListStrategy, CPyListStorage
strategy = space.fromcache(CPyListStrategy)
storage = strategy.erase(CPyListStorage(space, list))
return W_ListObject.from_storage_and_strategy(space, storage, strategy)
def __repr__(self):
""" representation for debugging purposes """
return "%s(%s, %s)" % (self.__class__.__name__, self.strategy,
self.lstorage._x)
def unwrap(w_list, space):
# for tests only!
items = [space.unwrap(w_item) for w_item in w_list.getitems()]
return list(items)
def switch_to_object_strategy(self):
object_strategy = self.space.fromcache(ObjectListStrategy)
if self.strategy is object_strategy:
return
list_w = self.getitems()
self.strategy = object_strategy
object_strategy.init_from_list_w(self, list_w)
def _temporarily_as_objects(self):
if self.strategy is self.space.fromcache(ObjectListStrategy):
return self
list_w = self.getitems()
strategy = self.space.fromcache(ObjectListStrategy)
storage = strategy.erase(list_w)
w_objectlist = W_ListObject.from_storage_and_strategy(
self.space, storage, strategy)
return w_objectlist
def convert_to_cpy_strategy(self, space):
from pypy.module.cpyext.sequence import CPyListStorage, CPyListStrategy
cpy_strategy = self.space.fromcache(CPyListStrategy)
if self.strategy is cpy_strategy:
return
lst = self.getitems()
self.strategy = cpy_strategy
self.lstorage = cpy_strategy.erase(CPyListStorage(space, lst))
def get_raw_items(self):
from pypy.module.cpyext.sequence import CPyListStrategy
cpy_strategy = self.space.fromcache(CPyListStrategy)
assert self.strategy is cpy_strategy # should we return an error?
return cpy_strategy.get_raw_items(self)
# ___________________________________________________
def init_from_list_w(self, list_w):
"""Initializes listobject by iterating through the given list of
wrapped items, unwrapping them if neccessary and creating a
new erased object as storage"""
self.strategy.init_from_list_w(self, list_w)
def clear(self, space):
"""Initializes (or overrides) the listobject as empty."""
self.space = space
if space.config.objspace.std.withliststrategies:
strategy = space.fromcache(EmptyListStrategy)
else:
strategy = space.fromcache(ObjectListStrategy)
self.strategy = strategy
strategy.clear(self)
def clone(self):
"""Returns a clone by creating a new listobject
with the same strategy and a copy of the storage"""
return self.strategy.clone(self)
def _resize_hint(self, hint):
"""Ensure the underlying list has room for at least hint
elements without changing the len() of the list"""
return self.strategy._resize_hint(self, hint)
def copy_into(self, other):
"""Used only when extending an EmptyList. Sets the EmptyLists
strategy and storage according to the other W_List"""
self.strategy.copy_into(self, other)
def find(self, w_item, start=0, end=sys.maxint):
"""Find w_item in list[start:end]. If not found, raise ValueError"""
return self.strategy.find(self, w_item, start, end)
def append(self, w_item):
"""L.append(object) -> None -- append object to end"""
self.strategy.append(self, w_item)
def length(self):
return self.strategy.length(self)
def getitem(self, index):
"""Returns the wrapped object that is found in the
list at the given index. The index must be unwrapped.
May raise IndexError."""
return self.strategy.getitem(self, index)
def getslice(self, start, stop, step, length):
"""Returns a slice of the list defined by the arguments. Arguments must
be normalized (i.e. using normalize_simple_slice or W_Slice.indices4).
May raise IndexError."""
return self.strategy.getslice(self, start, stop, step, length)
def getitems(self):
"""Returns a list of all items after wrapping them. The result can
share with the storage, if possible."""
return self.strategy.getitems(self)
def getitems_fixedsize(self):
"""Returns a fixed-size list of all items after wrapping them."""
l = self.strategy.getitems_fixedsize(self)
debug.make_sure_not_resized(l)
return l
def getitems_unroll(self):
"""Returns a fixed-size list of all items after wrapping them. The JIT
will fully unroll this function."""
l = self.strategy.getitems_unroll(self)
debug.make_sure_not_resized(l)
return l
def getitems_copy(self):
"""Returns a copy of all items in the list. Same as getitems except for
ObjectListStrategy."""
return self.strategy.getitems_copy(self)
def getitems_bytes(self):
"""Return the items in the list as unwrapped strings. If the list does
not use the list strategy, return None."""
return self.strategy.getitems_bytes(self)
def getitems_unicode(self):
"""Return the items in the list as unwrapped unicodes. If the list does
not use the list strategy, return None."""
return self.strategy.getitems_unicode(self)
def getitems_int(self):
"""Return the items in the list as unwrapped ints. If the list does not
use the list strategy, return None."""
return self.strategy.getitems_int(self)
def getitems_float(self):
"""Return the items in the list as unwrapped floats. If the list does not
use the list strategy, return None."""
return self.strategy.getitems_float(self)
# ___________________________________________________
def mul(self, times):
"""Returns a copy of the list, multiplied by times.
Argument must be unwrapped."""
return self.strategy.mul(self, times)
def inplace_mul(self, times):
"""Alters the list by multiplying its content by times."""
self.strategy.inplace_mul(self, times)
def deleteslice(self, start, step, length):
"""Deletes a slice from the list. Used in delitem and delslice.
Arguments must be normalized (see getslice)."""
self.strategy.deleteslice(self, start, step, length)
def pop(self, index):
"""Pops an item from the list. Index must be normalized.
May raise IndexError."""
return self.strategy.pop(self, index)
def pop_end(self):
""" Pop the last element from the list."""
return self.strategy.pop_end(self)
def setitem(self, index, w_item):
"""Inserts a wrapped item at the given (unwrapped) index.
May raise IndexError."""
self.strategy.setitem(self, index, w_item)
def setslice(self, start, step, slicelength, sequence_w):
"""Sets the slice of the list from start to start+step*slicelength to
the sequence sequence_w.
Used by setslice and setitem."""
self.strategy.setslice(self, start, step, slicelength, sequence_w)
def insert(self, index, w_item):
"""Inserts an item at the given position. Item must be wrapped,
index not."""
self.strategy.insert(self, index, w_item)
def extend(self, w_iterable):
'''L.extend(iterable) -- extend list by appending elements from the iterable'''
self.strategy.extend(self, w_iterable)
def reverse(self):
"""Reverses the list."""
self.strategy.reverse(self)
def sort(self, reverse):
"""Sorts the list ascending or descending depending on
argument reverse. Argument must be unwrapped."""
self.strategy.sort(self, reverse)
# exposed to app-level
@staticmethod
def descr_new(space, w_listtype, __args__):
"Create and return a new object. See help(type) for accurate signature."
w_obj = space.allocate_instance(W_ListObject, w_listtype)
w_obj.clear(space)
return w_obj
def descr_init(self, space, __args__):
"""Initialize self. See help(type(self)) for accurate signature."""
# this is on the silly side
w_iterable, = __args__.parse_obj(
None, 'list', init_signature, init_defaults)
self.clear(space)
if w_iterable is not None:
self.extend(w_iterable)
def descr_repr(self, space):
if self.length() == 0:
return space.newtext('[]')
return listrepr(space, space.get_objects_in_repr(), self)
def descr_eq(self, space, w_other):
if not isinstance(w_other, W_ListObject):
return space.w_NotImplemented
return self._descr_eq(space, w_other)
@jit.look_inside_iff(list_unroll_condition)
def _descr_eq(self, space, w_other):
# needs to be safe against eq_w() mutating the w_lists behind our back
if self.length() != w_other.length():
return space.w_False
# XXX in theory, this can be implemented more efficiently as well.
# let's not care for now
i = 0
while i < self.length() and i < w_other.length():
if not space.eq_w(self.getitem(i), w_other.getitem(i)):
return space.w_False
i += 1
return space.w_True
descr_ne = negate(descr_eq)
def _make_list_comparison(name):
op = getattr(operator, name)
def compare_unwrappeditems(self, space, w_list2):
if not isinstance(w_list2, W_ListObject):
return space.w_NotImplemented
return _compare_unwrappeditems(self, space, w_list2)
@jit.look_inside_iff(list_unroll_condition)
def _compare_unwrappeditems(self, space, w_list2):
# needs to be safe against eq_w() mutating the w_lists behind our
# back
# Search for the first index where items are different
i = 0
# XXX in theory, this can be implemented more efficiently as well.
# let's not care for now
while i < self.length() and i < w_list2.length():
w_item1 = self.getitem(i)
w_item2 = w_list2.getitem(i)
if not space.eq_w(w_item1, w_item2):
return getattr(space, name)(w_item1, w_item2)
i += 1
# No more items to compare -- compare sizes
return space.newbool(op(self.length(), w_list2.length()))
return func_with_new_name(compare_unwrappeditems, 'descr_' + name)
descr_lt = _make_list_comparison('lt')
descr_le = _make_list_comparison('le')
descr_gt = _make_list_comparison('gt')
descr_ge = _make_list_comparison('ge')
def descr_len(self, space):
result = self.length()
return space.newint(result)
def descr_iter(self, space):
return W_FastListIterObject(self)
def descr_contains(self, space, w_obj):
try:
self.find(w_obj)
return space.w_True
except ValueError:
return space.w_False
def descr_add(self, space, w_list2):
if not isinstance(w_list2, W_ListObject):
return space.w_NotImplemented
w_clone = self.clone()
w_clone.extend(w_list2)
return w_clone
def descr_inplace_add(self, space, w_iterable):
if isinstance(w_iterable, W_ListObject):
self.extend(w_iterable)
return self
try:
self.extend(w_iterable)
except OperationError as e:
if e.match(space, space.w_TypeError):
return space.w_NotImplemented
raise
return self
def descr_mul(self, space, w_times):
try:
times = space.getindex_w(w_times, space.w_OverflowError)
except OperationError as e:
if e.match(space, space.w_TypeError):
return space.w_NotImplemented
raise
return self.mul(times)
def descr_inplace_mul(self, space, w_times):
try:
times = space.getindex_w(w_times, space.w_OverflowError)
except OperationError as e:
if e.match(space, space.w_TypeError):
return space.w_NotImplemented
raise
self.inplace_mul(times)
return self
def descr_getitem(self, space, w_index):
if isinstance(w_index, W_SliceObject):
length = self.length()
start, stop, step, slicelength = w_index.indices4(space, length)
assert slicelength >= 0
if slicelength == 0:
return make_empty_list(space)
return self.getslice(start, stop, step, slicelength)
try:
index = space.getindex_w(w_index, space.w_IndexError, "list")
return self.getitem(index)
except IndexError:
raise oefmt(space.w_IndexError, "list index out of range")
def descr_setitem(self, space, w_index, w_any):
if isinstance(w_index, W_SliceObject):
oldsize = self.length()
start, stop, step, slicelength = w_index.indices4(space, oldsize)
if isinstance(w_any, W_ListObject):
self.setslice(start, step, slicelength, w_any)
else:
sequence_w = space.listview(w_any)
w_other = W_ListObject(space, sequence_w)
self.setslice(start, step, slicelength, w_other)
return
idx = space.getindex_w(w_index, space.w_IndexError, "list")
try:
self.setitem(idx, w_any)
except IndexError:
raise oefmt(space.w_IndexError, "list index out of range")
def descr_delitem(self, space, w_idx):
if isinstance(w_idx, W_SliceObject):
start, stop, step, slicelength = w_idx.indices4(
space, self.length())
self.deleteslice(start, step, slicelength)
return
idx = space.getindex_w(w_idx, space.w_IndexError, "list")
if idx < 0:
idx += self.length()
try:
self.pop(idx)
except IndexError:
raise oefmt(space.w_IndexError, "list index out of range")
def descr_reversed(self, space):
'L.__reversed__() -- return a reverse iterator over the list'
return W_ReverseSeqIterObject(space, self, -1)
def descr_reverse(self, space):
'L.reverse() -- reverse *IN PLACE*'
self.reverse()
def descr_count(self, space, w_value):
'''L.count(value) -> integer -- return number of occurrences of value'''
# needs to be safe against eq_w() mutating the w_list behind our back
count = 0
i = 0
while i < self.length():
if space.eq_w(self.getitem(i), w_value):
count += 1
i += 1
return space.newint(count)
@unwrap_spec(index=int)
def descr_insert(self, space, index, w_value):
'L.insert(index, object) -- insert object before index'
length = self.length()
index = get_positive_index(index, length)
self.insert(index, w_value)
@unwrap_spec(index=int)
def descr_pop(self, space, index=-1):
"""L.pop([index]) -> item -- remove and return item at index (default last).
Raises IndexError if list is empty or index is out of range."""
length = self.length()
if length == 0:
raise oefmt(space.w_IndexError, "pop from empty list")
# clearly differentiate between list.pop() and list.pop(index)
if index == -1:
return self.pop_end() # cannot raise because list is not empty
if index < 0:
index += length
try:
return self.pop(index)
except IndexError:
raise oefmt(space.w_IndexError, "pop index out of range")
def descr_clear(self, space):
"""L.clear() -> None -- remove all items from L"""
self.clear(space)
def descr_copy(self, space):
'''L.copy() -> list -- a shallow copy of L'''
return self.clone()
def descr_remove(self, space, w_value):
"""L.remove(value) -> None -- remove first occurrence of value.
Raises ValueError if the value is not present."""
# needs to be safe against eq_w() mutating the w_list behind our back
try:
i = self.find(w_value, 0, sys.maxint)
except ValueError:
raise oefmt(space.w_ValueError,
"list.remove(): %R is not in list", w_value)
if i < self.length(): # otherwise list was mutated
self.pop(i)
@unwrap_spec(w_start=WrappedDefault(0), w_stop=WrappedDefault(sys.maxint))
def descr_index(self, space, w_value, w_start, w_stop):
"""L.index(value, [start, [stop]]) -> integer -- return first index of value.
Raises ValueError if the value is not present."""
# needs to be safe against eq_w() mutating the w_list behind our back
size = self.length()
i, stop = unwrap_start_stop(space, size, w_start, w_stop)
# note that 'i' and 'stop' can be bigger than the length of the list
try:
i = self.find(w_value, i, stop)
except ValueError:
raise oefmt(space.w_ValueError, "%R is not in list", w_value)
return space.newint(i)
@unwrap_spec(reverse=int)
def descr_sort(self, space, w_key=None, reverse=False):
"""L.sort(key=None, reverse=False) -> None -- stable sort *IN PLACE*"""
has_key = not space.is_none(w_key)
# create and setup a TimSort instance
if 0:
# this was the old "if has_cmp" path. We didn't remove the
# if not to diverge too much from default, to avoid spurious
# conflicts
pass
else:
if has_key:
sorterclass = CustomKeySort
else:
if self.strategy is space.fromcache(ObjectListStrategy):
sorterclass = SimpleSort
else:
self.sort(reverse)
return
sorter = sorterclass(self.getitems(), self.length())
sorter.space = space
try:
# The list is temporarily made empty, so that mutations performed
# by comparison functions can't affect the slice of memory we're
# sorting (allowing mutations during sorting is an IndexError or
# core-dump factory, since the storage may change).
self.__init__(space, [])
# wrap each item in a KeyContainer if needed
if has_key:
for i in range(sorter.listlength):
w_item = sorter.list[i]
w_keyitem = space.call_function(w_key, w_item)
sorter.list[i] = KeyContainer(w_keyitem, w_item)
# Reverse sort stability achieved by initially reversing the list,
# applying a stable forward sort, then reversing the final result.
if reverse:
sorter.list.reverse()
# perform the sort
sorter.sort()
# reverse again
if reverse:
sorter.list.reverse()
finally:
# unwrap each item if needed
if has_key:
for i in range(sorter.listlength):
w_obj = sorter.list[i]
if isinstance(w_obj, KeyContainer):
sorter.list[i] = w_obj.w_item
# check if the user mucked with the list during the sort
mucked = self.length() > 0
# put the items back into the list
self.__init__(space, sorter.list)
if mucked:
raise oefmt(space.w_ValueError, "list modified during sort")
find_jmp = jit.JitDriver(greens = ['tp'], reds = 'auto', name = 'list.find')
class ListStrategy(object):
def __init__(self, space):
self.space = space
def get_sizehint(self):
return -1
def init_from_list_w(self, w_list, list_w):
raise NotImplementedError
def clone(self, w_list):
raise NotImplementedError
def copy_into(self, w_list, w_other):
raise NotImplementedError
def _resize_hint(self, w_list, hint):
raise NotImplementedError
def find(self, w_list, w_item, start, stop):
space = self.space
i = start
# needs to be safe against eq_w mutating stuff
tp = space.type(w_item)
while i < stop and i < w_list.length():
find_jmp.jit_merge_point(tp=tp)
if space.eq_w(w_item, w_list.getitem(i)):
return i
i += 1
raise ValueError
def length(self, w_list):
raise NotImplementedError
def getitem(self, w_list, index):
raise NotImplementedError
def getslice(self, w_list, start, stop, step, length):
raise NotImplementedError
def getitems(self, w_list):
return self.getitems_copy(w_list)
def getitems_copy(self, w_list):
raise NotImplementedError
def getitems_bytes(self, w_list):
return None
def getitems_unicode(self, w_list):
return None
def getitems_int(self, w_list):
return None
def getitems_float(self, w_list):
return None
def getstorage_copy(self, w_list):
raise NotImplementedError
def append(self, w_list, w_item):
raise NotImplementedError
def mul(self, w_list, times):
w_newlist = w_list.clone()
w_newlist.inplace_mul(times)
return w_newlist
def inplace_mul(self, w_list, times):
raise NotImplementedError
def deleteslice(self, w_list, start, step, slicelength):
raise NotImplementedError
def pop(self, w_list, index):
raise NotImplementedError
def pop_end(self, w_list):
return self.pop(w_list, self.length(w_list) - 1)
def setitem(self, w_list, index, w_item):
raise NotImplementedError
def setslice(self, w_list, start, step, slicelength, sequence_w):
raise NotImplementedError
def insert(self, w_list, index, w_item):
raise NotImplementedError
def extend(self, w_list, w_any):
space = self.space
if type(w_any) is W_ListObject or (isinstance(w_any, W_ListObject) and
space._uses_list_iter(w_any)):
self._extend_from_list(w_list, w_any)
elif space.is_generator(w_any):
w_any.unpack_into_w(w_list)
else:
self._extend_from_iterable(w_list, w_any)
def _extend_from_list(self, w_list, w_other):
raise NotImplementedError
def _extend_from_iterable(self, w_list, w_iterable):
"""Extend w_list from a generic iterable"""
length_hint = self.space.length_hint(w_iterable, 0)
if length_hint:
try:
newsize_hint = ovfcheck(w_list.length() + length_hint)
except OverflowError:
pass
else:
w_list._resize_hint(newsize_hint)
extended = _do_extend_from_iterable(self.space, w_list, w_iterable)
# cut back if the length hint was too large
if extended < length_hint:
w_list._resize_hint(w_list.length())
def reverse(self, w_list):
raise NotImplementedError
def sort(self, w_list, reverse):
raise NotImplementedError
def is_empty_strategy(self):
return False
class EmptyListStrategy(ListStrategy):
"""EmptyListStrategy is used when a W_List withouth elements is created.
The storage is None. When items are added to the W_List a new RPython list
is created and the strategy and storage of the W_List are changed depending
to the added item.
W_Lists do not switch back to EmptyListStrategy when becoming empty again.
"""
def __init__(self, space):
ListStrategy.__init__(self, space)
def init_from_list_w(self, w_list, list_w):
assert len(list_w) == 0
w_list.lstorage = self.erase(None)
def clear(self, w_list):
w_list.lstorage = self.erase(None)
erase, unerase = rerased.new_erasing_pair("empty")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def clone(self, w_list):
return W_ListObject.from_storage_and_strategy(
self.space, w_list.lstorage, self)
def copy_into(self, w_list, w_other):
pass
def _resize_hint(self, w_list, hint):
assert hint >= 0
if hint:
w_list.strategy = SizeListStrategy(self.space, hint)
def find(self, w_list, w_item, start, stop):
raise ValueError
def length(self, w_list):
return 0
def getitem(self, w_list, index):
raise IndexError
def getslice(self, w_list, start, stop, step, length):
# will never be called because the empty list case is already caught in
# getslice__List_ANY_ANY and getitem__List_Slice
return W_ListObject(self.space, [])
def getitems(self, w_list):
return []
def getitems_copy(self, w_list):
return []
getitems_fixedsize = func_with_new_name(getitems_copy,
"getitems_fixedsize")
getitems_unroll = getitems_fixedsize
def getstorage_copy(self, w_list):
return self.erase(None)
def switch_to_correct_strategy(self, w_list, w_item):
if type(w_item) is W_IntObject:
strategy = self.space.fromcache(IntegerListStrategy)
elif type(w_item) is W_BytesObject:
strategy = self.space.fromcache(BytesListStrategy)
elif type(w_item) is W_UnicodeObject:
strategy = self.space.fromcache(UnicodeListStrategy)
elif type(w_item) is W_FloatObject:
strategy = self.space.fromcache(FloatListStrategy)
else:
strategy = self.space.fromcache(ObjectListStrategy)
storage = strategy.get_empty_storage(self.get_sizehint())
w_list.strategy = strategy
w_list.lstorage = storage
def append(self, w_list, w_item):
self.switch_to_correct_strategy(w_list, w_item)
w_list.append(w_item)
def inplace_mul(self, w_list, times):
return
def deleteslice(self, w_list, start, step, slicelength):
pass
def pop(self, w_list, index):
# will not be called because IndexError was already raised in
# list_pop__List_ANY
raise IndexError
def setitem(self, w_list, index, w_item):
raise IndexError
def setslice(self, w_list, start, step, slicelength, w_other):
strategy = w_other.strategy
if step != 1:
len2 = strategy.length(w_other)
if len2 == 0:
return
else:
raise oefmt(self.space.w_ValueError,
"attempt to assign sequence of size %d to extended "
"slice of size %d", len2, 0)
storage = strategy.getstorage_copy(w_other)
w_list.strategy = strategy
w_list.lstorage = storage
def sort(self, w_list, reverse):
return
def insert(self, w_list, index, w_item):
assert index == 0
self.append(w_list, w_item)
def _extend_from_list(self, w_list, w_other):
w_other.copy_into(w_list)
def _extend_from_iterable(self, w_list, w_iterable):
space = self.space
if (isinstance(w_iterable, W_AbstractTupleObject)
and space._uses_tuple_iter(w_iterable)):
w_list.__init__(space, w_iterable.getitems_copy())
return
intlist = space.unpackiterable_int(w_iterable)
if intlist is not None:
w_list.strategy = strategy = space.fromcache(IntegerListStrategy)
w_list.lstorage = strategy.erase(intlist)
return
floatlist = space.unpackiterable_float(w_iterable)
if floatlist is not None:
w_list.strategy = strategy = space.fromcache(FloatListStrategy)
w_list.lstorage = strategy.erase(floatlist)
return
byteslist = space.listview_bytes(w_iterable)
if byteslist is not None:
w_list.strategy = strategy = space.fromcache(BytesListStrategy)
# need to copy because intlist can share with w_iterable
w_list.lstorage = strategy.erase(byteslist[:])
return
unilist = space.listview_unicode(w_iterable)
if unilist is not None:
w_list.strategy = strategy = space.fromcache(UnicodeListStrategy)
# need to copy because intlist can share with w_iterable
w_list.lstorage = strategy.erase(unilist[:])
return
ListStrategy._extend_from_iterable(self, w_list, w_iterable)
def reverse(self, w_list):
pass
def is_empty_strategy(self):
return True
class SizeListStrategy(EmptyListStrategy):
"""Like empty, but when modified it'll preallocate the size to sizehint."""
def __init__(self, space, sizehint):
self.sizehint = sizehint
ListStrategy.__init__(self, space)
def get_sizehint(self):
return self.sizehint
def _resize_hint(self, w_list, hint):
assert hint >= 0
self.sizehint = hint
class BaseRangeListStrategy(ListStrategy):
def switch_to_integer_strategy(self, w_list):
items = self._getitems_range(w_list, False)
strategy = w_list.strategy = self.space.fromcache(IntegerListStrategy)
w_list.lstorage = strategy.erase(items)
def wrap(self, intval):
return self.space.newint(intval)
def unwrap(self, w_int):
return self.space.int_w(w_int)
def init_from_list_w(self, w_list, list_w):
raise NotImplementedError
def clone(self, w_list):
storage = w_list.lstorage # lstorage is tuple, no need to clone
w_clone = W_ListObject.from_storage_and_strategy(self.space, storage,
self)
return w_clone
def _resize_hint(self, w_list, hint):
# XXX: this could be supported
assert hint >= 0
def copy_into(self, w_list, w_other):
w_other.strategy = self
w_other.lstorage = w_list.lstorage
def getitem(self, w_list, i):
return self.wrap(self._getitem_unwrapped(w_list, i))
def getitems_int(self, w_list):
return self._getitems_range(w_list, False)
def getitems_copy(self, w_list):
return self._getitems_range(w_list, True)
def getstorage_copy(self, w_list):
# tuple is immutable
return w_list.lstorage
@jit.dont_look_inside
def getitems_fixedsize(self, w_list):
return self._getitems_range_unroll(w_list, True)
def getitems_unroll(self, w_list):
return self._getitems_range_unroll(w_list, True)
def getslice(self, w_list, start, stop, step, length):
self.switch_to_integer_strategy(w_list)
return w_list.getslice(start, stop, step, length)
def append(self, w_list, w_item):
if type(w_item) is W_IntObject:
self.switch_to_integer_strategy(w_list)
else:
w_list.switch_to_object_strategy()
w_list.append(w_item)
def inplace_mul(self, w_list, times):
self.switch_to_integer_strategy(w_list)
w_list.inplace_mul(times)
def deleteslice(self, w_list, start, step, slicelength):
self.switch_to_integer_strategy(w_list)
w_list.deleteslice(start, step, slicelength)
def setitem(self, w_list, index, w_item):
self.switch_to_integer_strategy(w_list)
w_list.setitem(index, w_item)
def setslice(self, w_list, start, step, slicelength, sequence_w):
self.switch_to_integer_strategy(w_list)
w_list.setslice(start, step, slicelength, sequence_w)
def insert(self, w_list, index, w_item):
self.switch_to_integer_strategy(w_list)
w_list.insert(index, w_item)
def extend(self, w_list, w_any):
self.switch_to_integer_strategy(w_list)
w_list.extend(w_any)
def reverse(self, w_list):
self.switch_to_integer_strategy(w_list)
w_list.reverse()
def sort(self, w_list, reverse):
step = self.step(w_list)
if step > 0 and reverse or step < 0 and not reverse:
self.switch_to_integer_strategy(w_list)
w_list.sort(reverse)
class SimpleRangeListStrategy(BaseRangeListStrategy):
"""SimpleRangeListStrategy is used when a list is created using the range
method providing only positive length. The storage is a one element tuple
with positive integer storing length."""
erase, unerase = rerased.new_erasing_pair("simple_range")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def find(self, w_list, w_obj, startindex, stopindex):
if type(w_obj) is W_IntObject:
obj = self.unwrap(w_obj)
length = self.unerase(w_list.lstorage)[0]
if 0 <= obj < length and startindex <= obj < stopindex:
return obj
else:
raise ValueError
return ListStrategy.find(self, w_list, w_obj, startindex, stopindex)
def length(self, w_list):
return self.unerase(w_list.lstorage)[0]
def step(self, w_list):
return 1
def _getitem_unwrapped(self, w_list, i):
length = self.unerase(w_list.lstorage)[0]
if i < 0:
i += length
if i < 0:
raise IndexError
elif i >= length:
raise IndexError
return i
@specialize.arg(2)
def _getitems_range(self, w_list, wrap_items):
length = self.unerase(w_list.lstorage)[0]
if wrap_items:
r = [None] * length
else:
r = [0] * length
i = 0
while i < length:
if wrap_items:
r[i] = self.wrap(i)
else:
r[i] = i
i += 1
return r
_getitems_range_unroll = jit.unroll_safe(
func_with_new_name(_getitems_range, "_getitems_range_unroll"))
def pop_end(self, w_list):
new_length = self.unerase(w_list.lstorage)[0] - 1
w_result = self.wrap(new_length)
if new_length > 0:
w_list.lstorage = self.erase((new_length,))
else:
strategy = w_list.strategy = self.space.fromcache(EmptyListStrategy)
w_list.lstorage = strategy.erase(None)
return w_result
def pop(self, w_list, index):
self.switch_to_integer_strategy(w_list)
return w_list.pop(index)
class RangeListStrategy(BaseRangeListStrategy):
"""RangeListStrategy is used when a list is created using the range method.
The storage is a tuple containing only three integers start, step and
length and elements are calculated based on these values. On any operation
destroying the range (inserting, appending non-ints) the strategy is
switched to IntegerListStrategy."""
erase, unerase = rerased.new_erasing_pair("range")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def find(self, w_list, w_obj, startindex, stopindex):
if type(w_obj) is W_IntObject:
obj = self.unwrap(w_obj)
start, step, length = self.unerase(w_list.lstorage)
if ((step > 0 and start <= obj <= start + (length - 1) * step and
(start - obj) % step == 0) or
(step < 0 and start + (length - 1) * step <= obj <= start and
(start - obj) % step == 0)):
index = (obj - start) // step
else:
raise ValueError
if startindex <= index < stopindex:
return index
raise ValueError
return ListStrategy.find(self, w_list, w_obj, startindex, stopindex)
def length(self, w_list):
return self.unerase(w_list.lstorage)[2]
def step(self, w_list):
return self.unerase(w_list.lstorage)[1]
def _getitem_unwrapped(self, w_list, i):
v = self.unerase(w_list.lstorage)
start = v[0]
step = v[1]
length = v[2]
if i < 0:
i += length
if i < 0:
raise IndexError
elif i >= length:
raise IndexError
return start + i * step
@specialize.arg(2)
def _getitems_range(self, w_list, wrap_items):
l = self.unerase(w_list.lstorage)
start = l[0]
step = l[1]
length = l[2]
if wrap_items:
r = [None] * length
else:
r = [0] * length
i = start
n = 0
while n < length:
if wrap_items:
r[n] = self.wrap(i)
else:
r[n] = i
i += step
n += 1
return r
_getitems_range_unroll = jit.unroll_safe(
func_with_new_name(_getitems_range, "_getitems_range_unroll"))
def pop_end(self, w_list):
start, step, length = self.unerase(w_list.lstorage)
w_result = self.wrap(start + (length - 1) * step)
new = self.erase((start, step, length - 1))
w_list.lstorage = new
return w_result
def pop(self, w_list, index):
l = self.unerase(w_list.lstorage)
start = l[0]
step = l[1]
length = l[2]
if index == 0:
w_result = self.wrap(start)
new = self.erase((start + step, step, length - 1))
w_list.lstorage = new
return w_result
elif index == length - 1:
return self.pop_end(w_list)
else:
self.switch_to_integer_strategy(w_list)
return w_list.pop(index)
class AbstractUnwrappedStrategy(object):
def wrap(self, unwrapped):
raise NotImplementedError
def unwrap(self, wrapped):
raise NotImplementedError
@staticmethod
def unerase(storage):
raise NotImplementedError("abstract base class")
@staticmethod
def erase(obj):
raise NotImplementedError("abstract base class")
def is_correct_type(self, w_obj):
raise NotImplementedError("abstract base class")
def list_is_correct_type(self, w_list):
raise NotImplementedError("abstract base class")
@jit.look_inside_iff(lambda space, w_list, list_w:
jit.loop_unrolling_heuristic(list_w, len(list_w), UNROLL_CUTOFF))
def init_from_list_w(self, w_list, list_w):
l = [self.unwrap(w_item) for w_item in list_w]
w_list.lstorage = self.erase(l)
def get_empty_storage(self, sizehint):
if sizehint == -1:
return self.erase([])
return self.erase(newlist_hint(sizehint))
def clone(self, w_list):
l = self.unerase(w_list.lstorage)
storage = self.erase(l[:])
w_clone = W_ListObject.from_storage_and_strategy(
self.space, storage, self)
return w_clone
def _resize_hint(self, w_list, hint):
resizelist_hint(self.unerase(w_list.lstorage), hint)
def copy_into(self, w_list, w_other):
w_other.strategy = self
items = self.unerase(w_list.lstorage)[:]
w_other.lstorage = self.erase(items)
def find(self, w_list, w_obj, start, stop):
if self.is_correct_type(w_obj):
return self._safe_find(w_list, self.unwrap(w_obj), start, stop)
return ListStrategy.find(self, w_list, w_obj, start, stop)
def _safe_find(self, w_list, obj, start, stop):
l = self.unerase(w_list.lstorage)
for i in range(start, min(stop, len(l))):
val = l[i]
if val == obj:
return i
raise ValueError
def length(self, w_list):
return len(self.unerase(w_list.lstorage))
def getitem(self, w_list, index):
l = self.unerase(w_list.lstorage)
try:
r = l[index]
except IndexError: # make RPython raise the exception
raise
return self.wrap(r)
@jit.look_inside_iff(lambda self, w_list:
jit.loop_unrolling_heuristic(w_list, w_list.length(),
UNROLL_CUTOFF))
def getitems_copy(self, w_list):
return [self.wrap(item) for item in self.unerase(w_list.lstorage)]
@jit.unroll_safe
def getitems_unroll(self, w_list):
return [self.wrap(item) for item in self.unerase(w_list.lstorage)]
@jit.look_inside_iff(lambda self, w_list:
jit.loop_unrolling_heuristic(w_list, w_list.length(),
UNROLL_CUTOFF))
def getitems_fixedsize(self, w_list):
return self.getitems_unroll(w_list)
def getstorage_copy(self, w_list):
items = self.unerase(w_list.lstorage)[:]
return self.erase(items)
def getslice(self, w_list, start, stop, step, length):
if step == 1 and 0 <= start <= stop:
l = self.unerase(w_list.lstorage)
assert start >= 0
assert stop >= 0
sublist = l[start:stop]
storage = self.erase(sublist)
return W_ListObject.from_storage_and_strategy(
self.space, storage, self)
else:
subitems_w = [self._none_value] * length
l = self.unerase(w_list.lstorage)
self._fill_in_with_sliced_items(subitems_w, l, start, step, length)
storage = self.erase(subitems_w)
return W_ListObject.from_storage_and_strategy(
self.space, storage, self)
def _fill_in_with_sliced_items(self, subitems_w, l, start, step, length):
for i in range(length):
try:
subitems_w[i] = l[start]
start += step
except IndexError:
raise
def switch_to_next_strategy(self, w_list, w_sample_item):
w_list.switch_to_object_strategy()
def append(self, w_list, w_item):
if self.is_correct_type(w_item):
self.unerase(w_list.lstorage).append(self.unwrap(w_item))
return
self.switch_to_next_strategy(w_list, w_item)
w_list.append(w_item)
def insert(self, w_list, index, w_item):
l = self.unerase(w_list.lstorage)
if self.is_correct_type(w_item):
l.insert(index, self.unwrap(w_item))
return
self.switch_to_next_strategy(w_list, w_item)
w_list.insert(index, w_item)
def _extend_from_list(self, w_list, w_other):
l = self.unerase(w_list.lstorage)
if self.list_is_correct_type(w_other):
l += self.unerase(w_other.lstorage)
return
elif w_other.strategy.is_empty_strategy():
return
w_other = w_other._temporarily_as_objects()
w_list.switch_to_object_strategy()
w_list.extend(w_other)
def setitem(self, w_list, index, w_item):
l = self.unerase(w_list.lstorage)
if self.is_correct_type(w_item):
try:
l[index] = self.unwrap(w_item)
except IndexError:
raise
else:
self.switch_to_next_strategy(w_list, w_item)
w_list.setitem(index, w_item)
def setslice(self, w_list, start, step, slicelength, w_other):
assert slicelength >= 0
space = self.space
if self is space.fromcache(ObjectListStrategy):
w_other = w_other._temporarily_as_objects()
elif not self.list_is_correct_type(w_other) and w_other.length() != 0:
w_list.switch_to_object_strategy()
w_other_as_object = w_other._temporarily_as_objects()
assert (w_other_as_object.strategy is
space.fromcache(ObjectListStrategy))
w_list.setslice(start, step, slicelength, w_other_as_object)
return
items = self.unerase(w_list.lstorage)
oldsize = len(items)
len2 = w_other.length()
if step == 1: # Support list resizing for non-extended slices
delta = slicelength - len2
if delta < 0:
delta = -delta
newsize = oldsize + delta
# XXX support this in rlist!
items += [self._none_value] * delta
lim = start + len2
i = newsize - 1
while i >= lim:
items[i] = items[i - delta]
i -= 1
elif delta == 0:
pass
else:
# start < 0 is only possible with slicelength == 0
assert start >= 0
del items[start:start + delta]
elif len2 != slicelength: # No resize for extended slices
raise oefmt(space.w_ValueError,
"attempt to assign sequence of size %d to extended "
"slice of size %d", len2, slicelength)
if len2 == 0:
other_items = []
else:
# at this point both w_list and w_other have the same type, so
# self.unerase is valid for both of them
other_items = self.unerase(w_other.lstorage)
if other_items is items:
if step > 0:
# Always copy starting from the right to avoid
# having to make a shallow copy in the case where
# the source and destination lists are the same list.
i = len2 - 1
start += i * step
while i >= 0:
items[start] = other_items[i]
start -= step
i -= 1
return
else:
# Make a shallow copy to more easily handle the reversal case
w_list.reverse()
return
#other_items = list(other_items)
for i in range(len2):
items[start] = other_items[i]
start += step
def deleteslice(self, w_list, start, step, slicelength):
items = self.unerase(w_list.lstorage)
if slicelength == 0:
return
if step < 0:
start = start + step * (slicelength - 1)
step = -step
if step == 1:
assert start >= 0
if slicelength > 0:
del items[start:start + slicelength]
else:
n = len(items)
i = start
for discard in range(1, slicelength):
j = i + 1
i += step
while j < i:
items[j - discard] = items[j]
j += 1
j = i + 1
while j < n:
items[j - slicelength] = items[j]
j += 1
start = n - slicelength
assert start >= 0 # annotator hint
del items[start:]
def pop_end(self, w_list):
l = self.unerase(w_list.lstorage)
return self.wrap(l.pop())
def pop(self, w_list, index):
l = self.unerase(w_list.lstorage)
# not sure if RPython raises IndexError on pop
# so check again here
if index < 0:
raise IndexError
try:
item = l.pop(index)
except IndexError:
raise
w_item = self.wrap(item)
return w_item
def mul(self, w_list, times):
l = self.unerase(w_list.lstorage)
return W_ListObject.from_storage_and_strategy(
self.space, self.erase(l * times), self)
def inplace_mul(self, w_list, times):
l = self.unerase(w_list.lstorage)
l *= times
def reverse(self, w_list):
self.unerase(w_list.lstorage).reverse()
class ObjectListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = None
def unwrap(self, w_obj):
return w_obj
def wrap(self, item):
return item
erase, unerase = rerased.new_erasing_pair("object")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
return True
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(ObjectListStrategy)
def init_from_list_w(self, w_list, list_w):
w_list.lstorage = self.erase(list_w)
def clear(self, w_list):
w_list.lstorage = self.erase([])
def find(self, w_list, w_obj, start, stop):
return ListStrategy.find(self, w_list, w_obj, start, stop)
def getitems(self, w_list):
return self.unerase(w_list.lstorage)
# no sort() method here: W_ListObject.descr_sort() handles this
# case explicitly
class IntegerListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = 0
def wrap(self, intval):
return self.space.newint(intval)
def unwrap(self, w_int):
return self.space.int_w(w_int)
erase, unerase = rerased.new_erasing_pair("integer")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
return type(w_obj) is W_IntObject
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(IntegerListStrategy)
def sort(self, w_list, reverse):
l = self.unerase(w_list.lstorage)
sorter = IntSort(l, len(l))
sorter.sort()
if reverse:
l.reverse()
def getitems_int(self, w_list):
return self.unerase(w_list.lstorage)
_base_extend_from_list = _extend_from_list
def _extend_from_list(self, w_list, w_other):
if isinstance(w_other.strategy, BaseRangeListStrategy):
l = self.unerase(w_list.lstorage)
other = w_other.getitems_int()
assert other is not None
l += other
return
if (w_other.strategy is self.space.fromcache(FloatListStrategy) or
w_other.strategy is self.space.fromcache(IntOrFloatListStrategy)):
if self.switch_to_int_or_float_strategy(w_list):
w_list.extend(w_other)
return
return self._base_extend_from_list(w_list, w_other)
_base_setslice = setslice
def setslice(self, w_list, start, step, slicelength, w_other):
if w_other.strategy is self.space.fromcache(RangeListStrategy):
storage = self.erase(w_other.getitems_int())
w_other = W_ListObject.from_storage_and_strategy(
self.space, storage, self)
if (w_other.strategy is self.space.fromcache(FloatListStrategy) or
w_other.strategy is self.space.fromcache(IntOrFloatListStrategy)):
if self.switch_to_int_or_float_strategy(w_list):
w_list.setslice(start, step, slicelength, w_other)
return
return self._base_setslice(w_list, start, step, slicelength, w_other)
@staticmethod
def int_2_float_or_int(w_list):
l = IntegerListStrategy.unerase(w_list.lstorage)
if not longlong2float.CAN_ALWAYS_ENCODE_INT32:
for intval in l:
if not longlong2float.can_encode_int32(intval):
raise ValueError
return [longlong2float.encode_int32_into_longlong_nan(intval)
for intval in l]
def switch_to_int_or_float_strategy(self, w_list):
try:
generalized_list = self.int_2_float_or_int(w_list)
except ValueError:
return False
strategy = self.space.fromcache(IntOrFloatListStrategy)
w_list.strategy = strategy
w_list.lstorage = strategy.erase(generalized_list)
return True
def switch_to_next_strategy(self, w_list, w_sample_item):
if type(w_sample_item) is W_FloatObject:
if self.switch_to_int_or_float_strategy(w_list):
# yes, we can switch to IntOrFloatListStrategy
# (ignore here the extremely unlikely case where
# w_sample_item is just the wrong nonstandard NaN float;
# it will caught later and yet another switch will occur)
return
# no, fall back to ObjectListStrategy
w_list.switch_to_object_strategy()
class FloatListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = 0.0
def wrap(self, floatval):
return self.space.newfloat(floatval)
def unwrap(self, w_float):
return self.space.float_w(w_float)
erase, unerase = rerased.new_erasing_pair("float")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
return type(w_obj) is W_FloatObject
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(FloatListStrategy)
def sort(self, w_list, reverse):
l = self.unerase(w_list.lstorage)
sorter = FloatSort(l, len(l))
sorter.sort()
if reverse:
l.reverse()
def getitems_float(self, w_list):
return self.unerase(w_list.lstorage)
_base_extend_from_list = _extend_from_list
def _extend_from_list(self, w_list, w_other):
if (w_other.strategy is self.space.fromcache(IntegerListStrategy) or
w_other.strategy is self.space.fromcache(IntOrFloatListStrategy)):
# xxx a case that we don't optimize: [3.4].extend([9999999999999])
# will cause a switch to int-or-float, followed by another
# switch to object
if self.switch_to_int_or_float_strategy(w_list):
w_list.extend(w_other)
return
return self._base_extend_from_list(w_list, w_other)
_base_setslice = setslice
def setslice(self, w_list, start, step, slicelength, w_other):
if (w_other.strategy is self.space.fromcache(IntegerListStrategy) or
w_other.strategy is self.space.fromcache(IntOrFloatListStrategy)):
if self.switch_to_int_or_float_strategy(w_list):
w_list.setslice(start, step, slicelength, w_other)
return
return self._base_setslice(w_list, start, step, slicelength, w_other)
def _safe_find(self, w_list, obj, start, stop):
l = self.unerase(w_list.lstorage)
stop = min(stop, len(l))
if not math.isnan(obj):
for i in range(start, stop):
val = l[i]
if val == obj:
return i
else:
search = longlong2float.float2longlong(obj)
for i in range(start, stop):
val = l[i]
if longlong2float.float2longlong(val) == search:
return i
raise ValueError
@staticmethod
def float_2_float_or_int(w_list):
l = FloatListStrategy.unerase(w_list.lstorage)
generalized_list = []
for floatval in l:
if not longlong2float.can_encode_float(floatval):
raise ValueError
generalized_list.append(
longlong2float.float2longlong(floatval))
return generalized_list
def switch_to_int_or_float_strategy(self, w_list):
# xxx we should be able to use the same lstorage, but
# there is a typing issue (float vs longlong)...
try:
generalized_list = self.float_2_float_or_int(w_list)
except ValueError:
return False
strategy = self.space.fromcache(IntOrFloatListStrategy)
w_list.strategy = strategy
w_list.lstorage = strategy.erase(generalized_list)
return True
def switch_to_next_strategy(self, w_list, w_sample_item):
if type(w_sample_item) is W_IntObject:
sample_intval = self.space.int_w(w_sample_item)
if longlong2float.can_encode_int32(sample_intval):
if self.switch_to_int_or_float_strategy(w_list):
# yes, we can switch to IntOrFloatListStrategy
return
# no, fall back to ObjectListStrategy
w_list.switch_to_object_strategy()
class IntOrFloatListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = longlong2float.float2longlong(0.0)
def wrap(self, llval):
if longlong2float.is_int32_from_longlong_nan(llval):
intval = longlong2float.decode_int32_from_longlong_nan(llval)
return self.space.newint(intval)
else:
floatval = longlong2float.longlong2float(llval)
return self.space.newfloat(floatval)
def unwrap(self, w_int_or_float):
if type(w_int_or_float) is W_IntObject:
intval = self.space.int_w(w_int_or_float)
return longlong2float.encode_int32_into_longlong_nan(intval)
else:
floatval = self.space.float_w(w_int_or_float)
return longlong2float.float2longlong(floatval)
erase, unerase = rerased.new_erasing_pair("longlong")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
if type(w_obj) is W_IntObject:
intval = self.space.int_w(w_obj)
return longlong2float.can_encode_int32(intval)
elif type(w_obj) is W_FloatObject:
floatval = self.space.float_w(w_obj)
return longlong2float.can_encode_float(floatval)
else:
return False
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(IntOrFloatListStrategy)
def sort(self, w_list, reverse):
l = self.unerase(w_list.lstorage)
sorter = IntOrFloatSort(l, len(l))
# Reverse sort stability achieved by initially reversing the list,
# applying a stable forward sort, then reversing the final result.
if reverse:
l.reverse()
sorter.sort()
if reverse:
l.reverse()
_base_extend_from_list = _extend_from_list
def _extend_longlong(self, w_list, longlong_list):
l = self.unerase(w_list.lstorage)
l += longlong_list
def _extend_from_list(self, w_list, w_other):
if w_other.strategy is self.space.fromcache(IntegerListStrategy):
try:
longlong_list = IntegerListStrategy.int_2_float_or_int(w_other)
except ValueError:
pass
else:
return self._extend_longlong(w_list, longlong_list)
if w_other.strategy is self.space.fromcache(FloatListStrategy):
try:
longlong_list = FloatListStrategy.float_2_float_or_int(w_other)
except ValueError:
pass
else:
return self._extend_longlong(w_list, longlong_list)
return self._base_extend_from_list(w_list, w_other)
_base_setslice = setslice
def _temporary_longlong_list(self, longlong_list):
storage = self.erase(longlong_list)
return W_ListObject.from_storage_and_strategy(self.space, storage, self)
def setslice(self, w_list, start, step, slicelength, w_other):
if w_other.strategy is self.space.fromcache(IntegerListStrategy):
try:
longlong_list = IntegerListStrategy.int_2_float_or_int(w_other)
except ValueError:
pass
else:
w_other = self._temporary_longlong_list(longlong_list)
elif w_other.strategy is self.space.fromcache(FloatListStrategy):
try:
longlong_list = FloatListStrategy.float_2_float_or_int(w_other)
except ValueError:
pass
else:
w_other = self._temporary_longlong_list(longlong_list)
return self._base_setslice(w_list, start, step, slicelength, w_other)
def _safe_find(self, w_list, obj, start, stop):
l = self.unerase(w_list.lstorage)
# careful: we must consider that 0.0 == -0.0 == 0, but also
# NaN == NaN if they have the same bit pattern.
fobj = longlong2float.maybe_decode_longlong_as_float(obj)
for i in range(start, min(stop, len(l))):
llval = l[i]
if llval == obj: # equal as longlongs: includes NaN == NaN
return i
fval = longlong2float.maybe_decode_longlong_as_float(llval)
if fval == fobj: # cases like 0.0 == -0.0 or 42 == 42.0
return i
raise ValueError
class BytesListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = ""
def wrap(self, stringval):
return self.space.newbytes(stringval)
def unwrap(self, w_string):
return self.space.bytes_w(w_string)
erase, unerase = rerased.new_erasing_pair("bytes")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
return type(w_obj) is W_BytesObject
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(BytesListStrategy)
def sort(self, w_list, reverse):
l = self.unerase(w_list.lstorage)
sorter = StringSort(l, len(l))
sorter.sort()
if reverse:
l.reverse()
def getitems_bytes(self, w_list):
return self.unerase(w_list.lstorage)
class UnicodeListStrategy(ListStrategy):
import_from_mixin(AbstractUnwrappedStrategy)
_none_value = u""
def wrap(self, stringval):
assert stringval is not None
return self.space.newunicode(stringval)
def unwrap(self, w_string):
return self.space.unicode_w(w_string)
erase, unerase = rerased.new_erasing_pair("unicode")
erase = staticmethod(erase)
unerase = staticmethod(unerase)
def is_correct_type(self, w_obj):
return type(w_obj) is W_UnicodeObject
def list_is_correct_type(self, w_list):
return w_list.strategy is self.space.fromcache(UnicodeListStrategy)
def sort(self, w_list, reverse):
l = self.unerase(w_list.lstorage)
sorter = UnicodeSort(l, len(l))
sorter.sort()
if reverse:
l.reverse()
def getitems_unicode(self, w_list):
return self.unerase(w_list.lstorage)
# _______________________________________________________
init_signature = Signature(['sequence'], None, None)
init_defaults = [None]
app = applevel("""
def listrepr(currently_in_repr, l):
'The app-level part of repr().'
if l in currently_in_repr:
return '[...]'
currently_in_repr[l] = 1
try:
return "[" + ", ".join([repr(x) for x in l]) + ']'
finally:
try:
del currently_in_repr[l]
except:
pass
""", filename=__file__)
listrepr = app.interphook("listrepr")
# ____________________________________________________________
# Sorting
# Reverse a slice of a list in place, from lo up to (exclusive) hi.
# (used in sort)
TimSort = make_timsort_class()
IntBaseTimSort = make_timsort_class()
FloatBaseTimSort = make_timsort_class()
IntOrFloatBaseTimSort = make_timsort_class()
UnicodeBaseTimSort = make_timsort_class()
class KeyContainer(W_Root):
def __init__(self, w_key, w_item):
self.w_key = w_key
self.w_item = w_item
# NOTE: all the subclasses of TimSort should inherit from a common subclass,
# so make sure that only SimpleSort inherits directly from TimSort.
# This is necessary to hide the parent method TimSort.lt() from the
# annotator.
class SimpleSort(TimSort):
def lt(self, a, b):
space = self.space
return space.is_true(space.lt(a, b))
class IntSort(IntBaseTimSort):
def lt(self, a, b):
return a < b
class FloatSort(FloatBaseTimSort):
def lt(self, a, b):
return a < b
class IntOrFloatSort(IntOrFloatBaseTimSort):
def lt(self, a, b):
fa = longlong2float.maybe_decode_longlong_as_float(a)
fb = longlong2float.maybe_decode_longlong_as_float(b)
return fa < fb
class UnicodeSort(UnicodeBaseTimSort):
def lt(self, a, b):
return a < b
class CustomCompareSort(SimpleSort):
def lt(self, a, b):
space = self.space
w_cmp = self.w_cmp
w_result = space.call_function(w_cmp, a, b)
try:
result = space.int_w(w_result)
except OperationError as e:
if e.match(space, space.w_TypeError):
raise oefmt(space.w_TypeError,
"comparison function must return int")
raise
return result < 0
class CustomKeySort(SimpleSort):
def lt(self, a, b):
assert isinstance(a, KeyContainer)
assert isinstance(b, KeyContainer)
space = self.space
return space.is_true(space.lt(a.w_key, b.w_key))
W_ListObject.typedef = TypeDef("list",
__doc__ = """list() -> new empty list
list(iterable) -> new list initialized from iterable's items""",
__new__ = interp2app(W_ListObject.descr_new),
__init__ = interp2app(W_ListObject.descr_init),
__repr__ = interp2app(W_ListObject.descr_repr),
__hash__ = None,
__eq__ = interp2app(W_ListObject.descr_eq),
__ne__ = interp2app(W_ListObject.descr_ne),
__lt__ = interp2app(W_ListObject.descr_lt),
__le__ = interp2app(W_ListObject.descr_le),
__gt__ = interp2app(W_ListObject.descr_gt),
__ge__ = interp2app(W_ListObject.descr_ge),
__len__ = interp2app(W_ListObject.descr_len),
__iter__ = interp2app(W_ListObject.descr_iter),
__contains__ = interp2app(W_ListObject.descr_contains),
__add__ = interp2app(W_ListObject.descr_add),
__iadd__ = interp2app(W_ListObject.descr_inplace_add),
__mul__ = interp2app(W_ListObject.descr_mul),
__rmul__ = interp2app(W_ListObject.descr_mul),
__imul__ = interp2app(W_ListObject.descr_inplace_mul),
__getitem__ = interp2app(W_ListObject.descr_getitem),
__setitem__ = interp2app(W_ListObject.descr_setitem),
__delitem__ = interp2app(W_ListObject.descr_delitem),
sort = interp2app(W_ListObject.descr_sort),
index = interp2app(W_ListObject.descr_index),
copy = interp2app(W_ListObject.descr_copy),
append = interp2app(W_ListObject.append),
reverse = interp2app(W_ListObject.descr_reverse),
__reversed__ = interp2app(W_ListObject.descr_reversed),
count = interp2app(W_ListObject.descr_count),
pop = interp2app(W_ListObject.descr_pop),
clear = interp2app(W_ListObject.descr_clear),
extend = interp2app(W_ListObject.extend),
insert = interp2app(W_ListObject.descr_insert),
remove = interp2app(W_ListObject.descr_remove),
)
W_ListObject.typedef.flag_sequence_bug_compat = True
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