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Unified Diff: third_party/cython/src/Cython/Compiler/Optimize.py

Issue 385073004: Adding cython v0.20.2 in third-party. (Closed) Base URL: svn://svn.chromium.org/chrome/trunk/src
Patch Set: Reference cython dev list thread. Created 6 years, 5 months ago
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Index: third_party/cython/src/Cython/Compiler/Optimize.py
diff --git a/third_party/cython/src/Cython/Compiler/Optimize.py b/third_party/cython/src/Cython/Compiler/Optimize.py
new file mode 100644
index 0000000000000000000000000000000000000000..cc5a8c94885273a38ea6e1e8ce9c1335abc8434e
--- /dev/null
+++ b/third_party/cython/src/Cython/Compiler/Optimize.py
@@ -0,0 +1,3735 @@
+from Cython.Compiler import TypeSlots
+from Cython.Compiler.ExprNodes import not_a_constant
+import cython
+cython.declare(UtilityCode=object, EncodedString=object, BytesLiteral=object,
+ Nodes=object, ExprNodes=object, PyrexTypes=object, Builtin=object,
+ UtilNodes=object, Naming=object)
+
+import Nodes
+import ExprNodes
+import PyrexTypes
+import Visitor
+import Builtin
+import UtilNodes
+import Options
+import Naming
+
+from Code import UtilityCode
+from StringEncoding import EncodedString, BytesLiteral
+from Errors import error
+from ParseTreeTransforms import SkipDeclarations
+
+import copy
+import codecs
+
+try:
+ from __builtin__ import reduce
+except ImportError:
+ from functools import reduce
+
+try:
+ from __builtin__ import basestring
+except ImportError:
+ basestring = str # Python 3
+
+def load_c_utility(name):
+ return UtilityCode.load_cached(name, "Optimize.c")
+
+def unwrap_coerced_node(node, coercion_nodes=(ExprNodes.CoerceToPyTypeNode, ExprNodes.CoerceFromPyTypeNode)):
+ if isinstance(node, coercion_nodes):
+ return node.arg
+ return node
+
+def unwrap_node(node):
+ while isinstance(node, UtilNodes.ResultRefNode):
+ node = node.expression
+ return node
+
+def is_common_value(a, b):
+ a = unwrap_node(a)
+ b = unwrap_node(b)
+ if isinstance(a, ExprNodes.NameNode) and isinstance(b, ExprNodes.NameNode):
+ return a.name == b.name
+ if isinstance(a, ExprNodes.AttributeNode) and isinstance(b, ExprNodes.AttributeNode):
+ return not a.is_py_attr and is_common_value(a.obj, b.obj) and a.attribute == b.attribute
+ return False
+
+def filter_none_node(node):
+ if node is not None and node.constant_result is None:
+ return None
+ return node
+
+class IterationTransform(Visitor.EnvTransform):
+ """Transform some common for-in loop patterns into efficient C loops:
+
+ - for-in-dict loop becomes a while loop calling PyDict_Next()
+ - for-in-enumerate is replaced by an external counter variable
+ - for-in-range loop becomes a plain C for loop
+ """
+ def visit_PrimaryCmpNode(self, node):
+ if node.is_ptr_contains():
+
+ # for t in operand2:
+ # if operand1 == t:
+ # res = True
+ # break
+ # else:
+ # res = False
+
+ pos = node.pos
+ result_ref = UtilNodes.ResultRefNode(node)
+ if isinstance(node.operand2, ExprNodes.IndexNode):
+ base_type = node.operand2.base.type.base_type
+ else:
+ base_type = node.operand2.type.base_type
+ target_handle = UtilNodes.TempHandle(base_type)
+ target = target_handle.ref(pos)
+ cmp_node = ExprNodes.PrimaryCmpNode(
+ pos, operator=u'==', operand1=node.operand1, operand2=target)
+ if_body = Nodes.StatListNode(
+ pos,
+ stats = [Nodes.SingleAssignmentNode(pos, lhs=result_ref, rhs=ExprNodes.BoolNode(pos, value=1)),
+ Nodes.BreakStatNode(pos)])
+ if_node = Nodes.IfStatNode(
+ pos,
+ if_clauses=[Nodes.IfClauseNode(pos, condition=cmp_node, body=if_body)],
+ else_clause=None)
+ for_loop = UtilNodes.TempsBlockNode(
+ pos,
+ temps = [target_handle],
+ body = Nodes.ForInStatNode(
+ pos,
+ target=target,
+ iterator=ExprNodes.IteratorNode(node.operand2.pos, sequence=node.operand2),
+ body=if_node,
+ else_clause=Nodes.SingleAssignmentNode(pos, lhs=result_ref, rhs=ExprNodes.BoolNode(pos, value=0))))
+ for_loop = for_loop.analyse_expressions(self.current_env())
+ for_loop = self.visit(for_loop)
+ new_node = UtilNodes.TempResultFromStatNode(result_ref, for_loop)
+
+ if node.operator == 'not_in':
+ new_node = ExprNodes.NotNode(pos, operand=new_node)
+ return new_node
+
+ else:
+ self.visitchildren(node)
+ return node
+
+ def visit_ForInStatNode(self, node):
+ self.visitchildren(node)
+ return self._optimise_for_loop(node, node.iterator.sequence)
+
+ def _optimise_for_loop(self, node, iterator, reversed=False):
+ if iterator.type is Builtin.dict_type:
+ # like iterating over dict.keys()
+ if reversed:
+ # CPython raises an error here: not a sequence
+ return node
+ return self._transform_dict_iteration(
+ node, dict_obj=iterator, method=None, keys=True, values=False)
+
+ # C array (slice) iteration?
+ if iterator.type.is_ptr or iterator.type.is_array:
+ return self._transform_carray_iteration(node, iterator, reversed=reversed)
+ if iterator.type is Builtin.bytes_type:
+ return self._transform_bytes_iteration(node, iterator, reversed=reversed)
+ if iterator.type is Builtin.unicode_type:
+ return self._transform_unicode_iteration(node, iterator, reversed=reversed)
+
+ # the rest is based on function calls
+ if not isinstance(iterator, ExprNodes.SimpleCallNode):
+ return node
+
+ if iterator.args is None:
+ arg_count = iterator.arg_tuple and len(iterator.arg_tuple.args) or 0
+ else:
+ arg_count = len(iterator.args)
+ if arg_count and iterator.self is not None:
+ arg_count -= 1
+
+ function = iterator.function
+ # dict iteration?
+ if function.is_attribute and not reversed and not arg_count:
+ base_obj = iterator.self or function.obj
+ method = function.attribute
+ # in Py3, items() is equivalent to Py2's iteritems()
+ is_safe_iter = self.global_scope().context.language_level >= 3
+
+ if not is_safe_iter and method in ('keys', 'values', 'items'):
+ # try to reduce this to the corresponding .iter*() methods
+ if isinstance(base_obj, ExprNodes.SimpleCallNode):
+ inner_function = base_obj.function
+ if (inner_function.is_name and inner_function.name == 'dict'
+ and inner_function.entry
+ and inner_function.entry.is_builtin):
+ # e.g. dict(something).items() => safe to use .iter*()
+ is_safe_iter = True
+
+ keys = values = False
+ if method == 'iterkeys' or (is_safe_iter and method == 'keys'):
+ keys = True
+ elif method == 'itervalues' or (is_safe_iter and method == 'values'):
+ values = True
+ elif method == 'iteritems' or (is_safe_iter and method == 'items'):
+ keys = values = True
+
+ if keys or values:
+ return self._transform_dict_iteration(
+ node, base_obj, method, keys, values)
+
+ # enumerate/reversed ?
+ if iterator.self is None and function.is_name and \
+ function.entry and function.entry.is_builtin:
+ if function.name == 'enumerate':
+ if reversed:
+ # CPython raises an error here: not a sequence
+ return node
+ return self._transform_enumerate_iteration(node, iterator)
+ elif function.name == 'reversed':
+ if reversed:
+ # CPython raises an error here: not a sequence
+ return node
+ return self._transform_reversed_iteration(node, iterator)
+
+ # range() iteration?
+ if Options.convert_range and node.target.type.is_int:
+ if iterator.self is None and function.is_name and \
+ function.entry and function.entry.is_builtin and \
+ function.name in ('range', 'xrange'):
+ return self._transform_range_iteration(node, iterator, reversed=reversed)
+
+ return node
+
+ def _transform_reversed_iteration(self, node, reversed_function):
+ args = reversed_function.arg_tuple.args
+ if len(args) == 0:
+ error(reversed_function.pos,
+ "reversed() requires an iterable argument")
+ return node
+ elif len(args) > 1:
+ error(reversed_function.pos,
+ "reversed() takes exactly 1 argument")
+ return node
+ arg = args[0]
+
+ # reversed(list/tuple) ?
+ if arg.type in (Builtin.tuple_type, Builtin.list_type):
+ node.iterator.sequence = arg.as_none_safe_node("'NoneType' object is not iterable")
+ node.iterator.reversed = True
+ return node
+
+ return self._optimise_for_loop(node, arg, reversed=True)
+
+ PyBytes_AS_STRING_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_char_ptr_type, [
+ PyrexTypes.CFuncTypeArg("s", Builtin.bytes_type, None)
+ ])
+
+ PyBytes_GET_SIZE_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ssize_t_type, [
+ PyrexTypes.CFuncTypeArg("s", Builtin.bytes_type, None)
+ ])
+
+ def _transform_bytes_iteration(self, node, slice_node, reversed=False):
+ target_type = node.target.type
+ if not target_type.is_int and target_type is not Builtin.bytes_type:
+ # bytes iteration returns bytes objects in Py2, but
+ # integers in Py3
+ return node
+
+ unpack_temp_node = UtilNodes.LetRefNode(
+ slice_node.as_none_safe_node("'NoneType' is not iterable"))
+
+ slice_base_node = ExprNodes.PythonCapiCallNode(
+ slice_node.pos, "PyBytes_AS_STRING",
+ self.PyBytes_AS_STRING_func_type,
+ args = [unpack_temp_node],
+ is_temp = 0,
+ )
+ len_node = ExprNodes.PythonCapiCallNode(
+ slice_node.pos, "PyBytes_GET_SIZE",
+ self.PyBytes_GET_SIZE_func_type,
+ args = [unpack_temp_node],
+ is_temp = 0,
+ )
+
+ return UtilNodes.LetNode(
+ unpack_temp_node,
+ self._transform_carray_iteration(
+ node,
+ ExprNodes.SliceIndexNode(
+ slice_node.pos,
+ base = slice_base_node,
+ start = None,
+ step = None,
+ stop = len_node,
+ type = slice_base_node.type,
+ is_temp = 1,
+ ),
+ reversed = reversed))
+
+ PyUnicode_READ_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ucs4_type, [
+ PyrexTypes.CFuncTypeArg("kind", PyrexTypes.c_int_type, None),
+ PyrexTypes.CFuncTypeArg("data", PyrexTypes.c_void_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("index", PyrexTypes.c_py_ssize_t_type, None)
+ ])
+
+ init_unicode_iteration_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_int_type, [
+ PyrexTypes.CFuncTypeArg("s", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("length", PyrexTypes.c_py_ssize_t_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("data", PyrexTypes.c_void_ptr_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("kind", PyrexTypes.c_int_ptr_type, None)
+ ],
+ exception_value = '-1')
+
+ def _transform_unicode_iteration(self, node, slice_node, reversed=False):
+ if slice_node.is_literal:
+ # try to reduce to byte iteration for plain Latin-1 strings
+ try:
+ bytes_value = BytesLiteral(slice_node.value.encode('latin1'))
+ except UnicodeEncodeError:
+ pass
+ else:
+ bytes_slice = ExprNodes.SliceIndexNode(
+ slice_node.pos,
+ base=ExprNodes.BytesNode(
+ slice_node.pos, value=bytes_value,
+ constant_result=bytes_value,
+ type=PyrexTypes.c_char_ptr_type).coerce_to(
+ PyrexTypes.c_uchar_ptr_type, self.current_env()),
+ start=None,
+ stop=ExprNodes.IntNode(
+ slice_node.pos, value=str(len(bytes_value)),
+ constant_result=len(bytes_value),
+ type=PyrexTypes.c_py_ssize_t_type),
+ type=Builtin.unicode_type, # hint for Python conversion
+ )
+ return self._transform_carray_iteration(node, bytes_slice, reversed)
+
+ unpack_temp_node = UtilNodes.LetRefNode(
+ slice_node.as_none_safe_node("'NoneType' is not iterable"))
+
+ start_node = ExprNodes.IntNode(
+ node.pos, value='0', constant_result=0, type=PyrexTypes.c_py_ssize_t_type)
+ length_temp = UtilNodes.TempHandle(PyrexTypes.c_py_ssize_t_type)
+ end_node = length_temp.ref(node.pos)
+ if reversed:
+ relation1, relation2 = '>', '>='
+ start_node, end_node = end_node, start_node
+ else:
+ relation1, relation2 = '<=', '<'
+
+ kind_temp = UtilNodes.TempHandle(PyrexTypes.c_int_type)
+ data_temp = UtilNodes.TempHandle(PyrexTypes.c_void_ptr_type)
+ counter_temp = UtilNodes.TempHandle(PyrexTypes.c_py_ssize_t_type)
+
+ target_value = ExprNodes.PythonCapiCallNode(
+ slice_node.pos, "__Pyx_PyUnicode_READ",
+ self.PyUnicode_READ_func_type,
+ args = [kind_temp.ref(slice_node.pos),
+ data_temp.ref(slice_node.pos),
+ counter_temp.ref(node.target.pos)],
+ is_temp = False,
+ )
+ if target_value.type != node.target.type:
+ target_value = target_value.coerce_to(node.target.type,
+ self.current_env())
+ target_assign = Nodes.SingleAssignmentNode(
+ pos = node.target.pos,
+ lhs = node.target,
+ rhs = target_value)
+ body = Nodes.StatListNode(
+ node.pos,
+ stats = [target_assign, node.body])
+
+ loop_node = Nodes.ForFromStatNode(
+ node.pos,
+ bound1=start_node, relation1=relation1,
+ target=counter_temp.ref(node.target.pos),
+ relation2=relation2, bound2=end_node,
+ step=None, body=body,
+ else_clause=node.else_clause,
+ from_range=True)
+
+ setup_node = Nodes.ExprStatNode(
+ node.pos,
+ expr = ExprNodes.PythonCapiCallNode(
+ slice_node.pos, "__Pyx_init_unicode_iteration",
+ self.init_unicode_iteration_func_type,
+ args = [unpack_temp_node,
+ ExprNodes.AmpersandNode(slice_node.pos, operand=length_temp.ref(slice_node.pos),
+ type=PyrexTypes.c_py_ssize_t_ptr_type),
+ ExprNodes.AmpersandNode(slice_node.pos, operand=data_temp.ref(slice_node.pos),
+ type=PyrexTypes.c_void_ptr_ptr_type),
+ ExprNodes.AmpersandNode(slice_node.pos, operand=kind_temp.ref(slice_node.pos),
+ type=PyrexTypes.c_int_ptr_type),
+ ],
+ is_temp = True,
+ result_is_used = False,
+ utility_code=UtilityCode.load_cached("unicode_iter", "Optimize.c"),
+ ))
+ return UtilNodes.LetNode(
+ unpack_temp_node,
+ UtilNodes.TempsBlockNode(
+ node.pos, temps=[counter_temp, length_temp, data_temp, kind_temp],
+ body=Nodes.StatListNode(node.pos, stats=[setup_node, loop_node])))
+
+ def _transform_carray_iteration(self, node, slice_node, reversed=False):
+ neg_step = False
+ if isinstance(slice_node, ExprNodes.SliceIndexNode):
+ slice_base = slice_node.base
+ start = filter_none_node(slice_node.start)
+ stop = filter_none_node(slice_node.stop)
+ step = None
+ if not stop:
+ if not slice_base.type.is_pyobject:
+ error(slice_node.pos, "C array iteration requires known end index")
+ return node
+
+ elif isinstance(slice_node, ExprNodes.IndexNode):
+ assert isinstance(slice_node.index, ExprNodes.SliceNode)
+ slice_base = slice_node.base
+ index = slice_node.index
+ start = filter_none_node(index.start)
+ stop = filter_none_node(index.stop)
+ step = filter_none_node(index.step)
+ if step:
+ if not isinstance(step.constant_result, (int,long)) \
+ or step.constant_result == 0 \
+ or step.constant_result > 0 and not stop \
+ or step.constant_result < 0 and not start:
+ if not slice_base.type.is_pyobject:
+ error(step.pos, "C array iteration requires known step size and end index")
+ return node
+ else:
+ # step sign is handled internally by ForFromStatNode
+ step_value = step.constant_result
+ if reversed:
+ step_value = -step_value
+ neg_step = step_value < 0
+ step = ExprNodes.IntNode(step.pos, type=PyrexTypes.c_py_ssize_t_type,
+ value=str(abs(step_value)),
+ constant_result=abs(step_value))
+
+ elif slice_node.type.is_array:
+ if slice_node.type.size is None:
+ error(slice_node.pos, "C array iteration requires known end index")
+ return node
+ slice_base = slice_node
+ start = None
+ stop = ExprNodes.IntNode(
+ slice_node.pos, value=str(slice_node.type.size),
+ type=PyrexTypes.c_py_ssize_t_type, constant_result=slice_node.type.size)
+ step = None
+
+ else:
+ if not slice_node.type.is_pyobject:
+ error(slice_node.pos, "C array iteration requires known end index")
+ return node
+
+ if start:
+ start = start.coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+ if stop:
+ stop = stop.coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+ if stop is None:
+ if neg_step:
+ stop = ExprNodes.IntNode(
+ slice_node.pos, value='-1', type=PyrexTypes.c_py_ssize_t_type, constant_result=-1)
+ else:
+ error(slice_node.pos, "C array iteration requires known step size and end index")
+ return node
+
+ if reversed:
+ if not start:
+ start = ExprNodes.IntNode(slice_node.pos, value="0", constant_result=0,
+ type=PyrexTypes.c_py_ssize_t_type)
+ # if step was provided, it was already negated above
+ start, stop = stop, start
+
+ ptr_type = slice_base.type
+ if ptr_type.is_array:
+ ptr_type = ptr_type.element_ptr_type()
+ carray_ptr = slice_base.coerce_to_simple(self.current_env())
+
+ if start and start.constant_result != 0:
+ start_ptr_node = ExprNodes.AddNode(
+ start.pos,
+ operand1=carray_ptr,
+ operator='+',
+ operand2=start,
+ type=ptr_type)
+ else:
+ start_ptr_node = carray_ptr
+
+ if stop and stop.constant_result != 0:
+ stop_ptr_node = ExprNodes.AddNode(
+ stop.pos,
+ operand1=ExprNodes.CloneNode(carray_ptr),
+ operator='+',
+ operand2=stop,
+ type=ptr_type
+ ).coerce_to_simple(self.current_env())
+ else:
+ stop_ptr_node = ExprNodes.CloneNode(carray_ptr)
+
+ counter = UtilNodes.TempHandle(ptr_type)
+ counter_temp = counter.ref(node.target.pos)
+
+ if slice_base.type.is_string and node.target.type.is_pyobject:
+ # special case: char* -> bytes/unicode
+ if slice_node.type is Builtin.unicode_type:
+ target_value = ExprNodes.CastNode(
+ ExprNodes.DereferenceNode(
+ node.target.pos, operand=counter_temp,
+ type=ptr_type.base_type),
+ PyrexTypes.c_py_ucs4_type).coerce_to(
+ node.target.type, self.current_env())
+ else:
+ # char* -> bytes coercion requires slicing, not indexing
+ target_value = ExprNodes.SliceIndexNode(
+ node.target.pos,
+ start=ExprNodes.IntNode(node.target.pos, value='0',
+ constant_result=0,
+ type=PyrexTypes.c_int_type),
+ stop=ExprNodes.IntNode(node.target.pos, value='1',
+ constant_result=1,
+ type=PyrexTypes.c_int_type),
+ base=counter_temp,
+ type=Builtin.bytes_type,
+ is_temp=1)
+ elif node.target.type.is_ptr and not node.target.type.assignable_from(ptr_type.base_type):
+ # Allow iteration with pointer target to avoid copy.
+ target_value = counter_temp
+ else:
+ # TODO: can this safely be replaced with DereferenceNode() as above?
+ target_value = ExprNodes.IndexNode(
+ node.target.pos,
+ index=ExprNodes.IntNode(node.target.pos, value='0',
+ constant_result=0,
+ type=PyrexTypes.c_int_type),
+ base=counter_temp,
+ is_buffer_access=False,
+ type=ptr_type.base_type)
+
+ if target_value.type != node.target.type:
+ target_value = target_value.coerce_to(node.target.type,
+ self.current_env())
+
+ target_assign = Nodes.SingleAssignmentNode(
+ pos = node.target.pos,
+ lhs = node.target,
+ rhs = target_value)
+
+ body = Nodes.StatListNode(
+ node.pos,
+ stats = [target_assign, node.body])
+
+ relation1, relation2 = self._find_for_from_node_relations(neg_step, reversed)
+
+ for_node = Nodes.ForFromStatNode(
+ node.pos,
+ bound1=start_ptr_node, relation1=relation1,
+ target=counter_temp,
+ relation2=relation2, bound2=stop_ptr_node,
+ step=step, body=body,
+ else_clause=node.else_clause,
+ from_range=True)
+
+ return UtilNodes.TempsBlockNode(
+ node.pos, temps=[counter],
+ body=for_node)
+
+ def _transform_enumerate_iteration(self, node, enumerate_function):
+ args = enumerate_function.arg_tuple.args
+ if len(args) == 0:
+ error(enumerate_function.pos,
+ "enumerate() requires an iterable argument")
+ return node
+ elif len(args) > 2:
+ error(enumerate_function.pos,
+ "enumerate() takes at most 2 arguments")
+ return node
+
+ if not node.target.is_sequence_constructor:
+ # leave this untouched for now
+ return node
+ targets = node.target.args
+ if len(targets) != 2:
+ # leave this untouched for now
+ return node
+
+ enumerate_target, iterable_target = targets
+ counter_type = enumerate_target.type
+
+ if not counter_type.is_pyobject and not counter_type.is_int:
+ # nothing we can do here, I guess
+ return node
+
+ if len(args) == 2:
+ start = unwrap_coerced_node(args[1]).coerce_to(counter_type, self.current_env())
+ else:
+ start = ExprNodes.IntNode(enumerate_function.pos,
+ value='0',
+ type=counter_type,
+ constant_result=0)
+ temp = UtilNodes.LetRefNode(start)
+
+ inc_expression = ExprNodes.AddNode(
+ enumerate_function.pos,
+ operand1 = temp,
+ operand2 = ExprNodes.IntNode(node.pos, value='1',
+ type=counter_type,
+ constant_result=1),
+ operator = '+',
+ type = counter_type,
+ #inplace = True, # not worth using in-place operation for Py ints
+ is_temp = counter_type.is_pyobject
+ )
+
+ loop_body = [
+ Nodes.SingleAssignmentNode(
+ pos = enumerate_target.pos,
+ lhs = enumerate_target,
+ rhs = temp),
+ Nodes.SingleAssignmentNode(
+ pos = enumerate_target.pos,
+ lhs = temp,
+ rhs = inc_expression)
+ ]
+
+ if isinstance(node.body, Nodes.StatListNode):
+ node.body.stats = loop_body + node.body.stats
+ else:
+ loop_body.append(node.body)
+ node.body = Nodes.StatListNode(
+ node.body.pos,
+ stats = loop_body)
+
+ node.target = iterable_target
+ node.item = node.item.coerce_to(iterable_target.type, self.current_env())
+ node.iterator.sequence = args[0]
+
+ # recurse into loop to check for further optimisations
+ return UtilNodes.LetNode(temp, self._optimise_for_loop(node, node.iterator.sequence))
+
+ def _find_for_from_node_relations(self, neg_step_value, reversed):
+ if reversed:
+ if neg_step_value:
+ return '<', '<='
+ else:
+ return '>', '>='
+ else:
+ if neg_step_value:
+ return '>=', '>'
+ else:
+ return '<=', '<'
+
+ def _transform_range_iteration(self, node, range_function, reversed=False):
+ args = range_function.arg_tuple.args
+ if len(args) < 3:
+ step_pos = range_function.pos
+ step_value = 1
+ step = ExprNodes.IntNode(step_pos, value='1',
+ constant_result=1)
+ else:
+ step = args[2]
+ step_pos = step.pos
+ if not isinstance(step.constant_result, (int, long)):
+ # cannot determine step direction
+ return node
+ step_value = step.constant_result
+ if step_value == 0:
+ # will lead to an error elsewhere
+ return node
+ if reversed and step_value not in (1, -1):
+ # FIXME: currently broken - requires calculation of the correct bounds
+ return node
+ if not isinstance(step, ExprNodes.IntNode):
+ step = ExprNodes.IntNode(step_pos, value=str(step_value),
+ constant_result=step_value)
+
+ if len(args) == 1:
+ bound1 = ExprNodes.IntNode(range_function.pos, value='0',
+ constant_result=0)
+ bound2 = args[0].coerce_to_integer(self.current_env())
+ else:
+ bound1 = args[0].coerce_to_integer(self.current_env())
+ bound2 = args[1].coerce_to_integer(self.current_env())
+
+ relation1, relation2 = self._find_for_from_node_relations(step_value < 0, reversed)
+
+ if reversed:
+ bound1, bound2 = bound2, bound1
+ if step_value < 0:
+ step_value = -step_value
+ else:
+ if step_value < 0:
+ step_value = -step_value
+
+ step.value = str(step_value)
+ step.constant_result = step_value
+ step = step.coerce_to_integer(self.current_env())
+
+ if not bound2.is_literal:
+ # stop bound must be immutable => keep it in a temp var
+ bound2_is_temp = True
+ bound2 = UtilNodes.LetRefNode(bound2)
+ else:
+ bound2_is_temp = False
+
+ for_node = Nodes.ForFromStatNode(
+ node.pos,
+ target=node.target,
+ bound1=bound1, relation1=relation1,
+ relation2=relation2, bound2=bound2,
+ step=step, body=node.body,
+ else_clause=node.else_clause,
+ from_range=True)
+
+ if bound2_is_temp:
+ for_node = UtilNodes.LetNode(bound2, for_node)
+
+ return for_node
+
+ def _transform_dict_iteration(self, node, dict_obj, method, keys, values):
+ temps = []
+ temp = UtilNodes.TempHandle(PyrexTypes.py_object_type)
+ temps.append(temp)
+ dict_temp = temp.ref(dict_obj.pos)
+ temp = UtilNodes.TempHandle(PyrexTypes.c_py_ssize_t_type)
+ temps.append(temp)
+ pos_temp = temp.ref(node.pos)
+
+ key_target = value_target = tuple_target = None
+ if keys and values:
+ if node.target.is_sequence_constructor:
+ if len(node.target.args) == 2:
+ key_target, value_target = node.target.args
+ else:
+ # unusual case that may or may not lead to an error
+ return node
+ else:
+ tuple_target = node.target
+ elif keys:
+ key_target = node.target
+ else:
+ value_target = node.target
+
+ if isinstance(node.body, Nodes.StatListNode):
+ body = node.body
+ else:
+ body = Nodes.StatListNode(pos = node.body.pos,
+ stats = [node.body])
+
+ # keep original length to guard against dict modification
+ dict_len_temp = UtilNodes.TempHandle(PyrexTypes.c_py_ssize_t_type)
+ temps.append(dict_len_temp)
+ dict_len_temp_addr = ExprNodes.AmpersandNode(
+ node.pos, operand=dict_len_temp.ref(dict_obj.pos),
+ type=PyrexTypes.c_ptr_type(dict_len_temp.type))
+ temp = UtilNodes.TempHandle(PyrexTypes.c_int_type)
+ temps.append(temp)
+ is_dict_temp = temp.ref(node.pos)
+ is_dict_temp_addr = ExprNodes.AmpersandNode(
+ node.pos, operand=is_dict_temp,
+ type=PyrexTypes.c_ptr_type(temp.type))
+
+ iter_next_node = Nodes.DictIterationNextNode(
+ dict_temp, dict_len_temp.ref(dict_obj.pos), pos_temp,
+ key_target, value_target, tuple_target,
+ is_dict_temp)
+ iter_next_node = iter_next_node.analyse_expressions(self.current_env())
+ body.stats[0:0] = [iter_next_node]
+
+ if method:
+ method_node = ExprNodes.StringNode(
+ dict_obj.pos, is_identifier=True, value=method)
+ dict_obj = dict_obj.as_none_safe_node(
+ "'NoneType' object has no attribute '%s'",
+ error = "PyExc_AttributeError",
+ format_args = [method])
+ else:
+ method_node = ExprNodes.NullNode(dict_obj.pos)
+ dict_obj = dict_obj.as_none_safe_node("'NoneType' object is not iterable")
+
+ def flag_node(value):
+ value = value and 1 or 0
+ return ExprNodes.IntNode(node.pos, value=str(value), constant_result=value)
+
+ result_code = [
+ Nodes.SingleAssignmentNode(
+ node.pos,
+ lhs = pos_temp,
+ rhs = ExprNodes.IntNode(node.pos, value='0',
+ constant_result=0)),
+ Nodes.SingleAssignmentNode(
+ dict_obj.pos,
+ lhs = dict_temp,
+ rhs = ExprNodes.PythonCapiCallNode(
+ dict_obj.pos,
+ "__Pyx_dict_iterator",
+ self.PyDict_Iterator_func_type,
+ utility_code = UtilityCode.load_cached("dict_iter", "Optimize.c"),
+ args = [dict_obj, flag_node(dict_obj.type is Builtin.dict_type),
+ method_node, dict_len_temp_addr, is_dict_temp_addr,
+ ],
+ is_temp=True,
+ )),
+ Nodes.WhileStatNode(
+ node.pos,
+ condition = None,
+ body = body,
+ else_clause = node.else_clause
+ )
+ ]
+
+ return UtilNodes.TempsBlockNode(
+ node.pos, temps=temps,
+ body=Nodes.StatListNode(
+ node.pos,
+ stats = result_code
+ ))
+
+ PyDict_Iterator_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("dict", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("is_dict", PyrexTypes.c_int_type, None),
+ PyrexTypes.CFuncTypeArg("method_name", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("p_orig_length", PyrexTypes.c_py_ssize_t_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("p_is_dict", PyrexTypes.c_int_ptr_type, None),
+ ])
+
+
+class SwitchTransform(Visitor.VisitorTransform):
+ """
+ This transformation tries to turn long if statements into C switch statements.
+ The requirement is that every clause be an (or of) var == value, where the var
+ is common among all clauses and both var and value are ints.
+ """
+ NO_MATCH = (None, None, None)
+
+ def extract_conditions(self, cond, allow_not_in):
+ while True:
+ if isinstance(cond, (ExprNodes.CoerceToTempNode,
+ ExprNodes.CoerceToBooleanNode)):
+ cond = cond.arg
+ elif isinstance(cond, UtilNodes.EvalWithTempExprNode):
+ # this is what we get from the FlattenInListTransform
+ cond = cond.subexpression
+ elif isinstance(cond, ExprNodes.TypecastNode):
+ cond = cond.operand
+ else:
+ break
+
+ if isinstance(cond, ExprNodes.PrimaryCmpNode):
+ if cond.cascade is not None:
+ return self.NO_MATCH
+ elif cond.is_c_string_contains() and \
+ isinstance(cond.operand2, (ExprNodes.UnicodeNode, ExprNodes.BytesNode)):
+ not_in = cond.operator == 'not_in'
+ if not_in and not allow_not_in:
+ return self.NO_MATCH
+ if isinstance(cond.operand2, ExprNodes.UnicodeNode) and \
+ cond.operand2.contains_surrogates():
+ # dealing with surrogates leads to different
+ # behaviour on wide and narrow Unicode
+ # platforms => refuse to optimise this case
+ return self.NO_MATCH
+ return not_in, cond.operand1, self.extract_in_string_conditions(cond.operand2)
+ elif not cond.is_python_comparison():
+ if cond.operator == '==':
+ not_in = False
+ elif allow_not_in and cond.operator == '!=':
+ not_in = True
+ else:
+ return self.NO_MATCH
+ # this looks somewhat silly, but it does the right
+ # checks for NameNode and AttributeNode
+ if is_common_value(cond.operand1, cond.operand1):
+ if cond.operand2.is_literal:
+ return not_in, cond.operand1, [cond.operand2]
+ elif getattr(cond.operand2, 'entry', None) \
+ and cond.operand2.entry.is_const:
+ return not_in, cond.operand1, [cond.operand2]
+ if is_common_value(cond.operand2, cond.operand2):
+ if cond.operand1.is_literal:
+ return not_in, cond.operand2, [cond.operand1]
+ elif getattr(cond.operand1, 'entry', None) \
+ and cond.operand1.entry.is_const:
+ return not_in, cond.operand2, [cond.operand1]
+ elif isinstance(cond, ExprNodes.BoolBinopNode):
+ if cond.operator == 'or' or (allow_not_in and cond.operator == 'and'):
+ allow_not_in = (cond.operator == 'and')
+ not_in_1, t1, c1 = self.extract_conditions(cond.operand1, allow_not_in)
+ not_in_2, t2, c2 = self.extract_conditions(cond.operand2, allow_not_in)
+ if t1 is not None and not_in_1 == not_in_2 and is_common_value(t1, t2):
+ if (not not_in_1) or allow_not_in:
+ return not_in_1, t1, c1+c2
+ return self.NO_MATCH
+
+ def extract_in_string_conditions(self, string_literal):
+ if isinstance(string_literal, ExprNodes.UnicodeNode):
+ charvals = list(map(ord, set(string_literal.value)))
+ charvals.sort()
+ return [ ExprNodes.IntNode(string_literal.pos, value=str(charval),
+ constant_result=charval)
+ for charval in charvals ]
+ else:
+ # this is a bit tricky as Py3's bytes type returns
+ # integers on iteration, whereas Py2 returns 1-char byte
+ # strings
+ characters = string_literal.value
+ characters = list(set([ characters[i:i+1] for i in range(len(characters)) ]))
+ characters.sort()
+ return [ ExprNodes.CharNode(string_literal.pos, value=charval,
+ constant_result=charval)
+ for charval in characters ]
+
+ def extract_common_conditions(self, common_var, condition, allow_not_in):
+ not_in, var, conditions = self.extract_conditions(condition, allow_not_in)
+ if var is None:
+ return self.NO_MATCH
+ elif common_var is not None and not is_common_value(var, common_var):
+ return self.NO_MATCH
+ elif not (var.type.is_int or var.type.is_enum) or sum([not (cond.type.is_int or cond.type.is_enum) for cond in conditions]):
+ return self.NO_MATCH
+ return not_in, var, conditions
+
+ def has_duplicate_values(self, condition_values):
+ # duplicated values don't work in a switch statement
+ seen = set()
+ for value in condition_values:
+ if value.has_constant_result():
+ if value.constant_result in seen:
+ return True
+ seen.add(value.constant_result)
+ else:
+ # this isn't completely safe as we don't know the
+ # final C value, but this is about the best we can do
+ try:
+ if value.entry.cname in seen:
+ return True
+ except AttributeError:
+ return True # play safe
+ seen.add(value.entry.cname)
+ return False
+
+ def visit_IfStatNode(self, node):
+ common_var = None
+ cases = []
+ for if_clause in node.if_clauses:
+ _, common_var, conditions = self.extract_common_conditions(
+ common_var, if_clause.condition, False)
+ if common_var is None:
+ self.visitchildren(node)
+ return node
+ cases.append(Nodes.SwitchCaseNode(pos = if_clause.pos,
+ conditions = conditions,
+ body = if_clause.body))
+
+ condition_values = [
+ cond for case in cases for cond in case.conditions]
+ if len(condition_values) < 2:
+ self.visitchildren(node)
+ return node
+ if self.has_duplicate_values(condition_values):
+ self.visitchildren(node)
+ return node
+
+ common_var = unwrap_node(common_var)
+ switch_node = Nodes.SwitchStatNode(pos = node.pos,
+ test = common_var,
+ cases = cases,
+ else_clause = node.else_clause)
+ return switch_node
+
+ def visit_CondExprNode(self, node):
+ not_in, common_var, conditions = self.extract_common_conditions(
+ None, node.test, True)
+ if common_var is None \
+ or len(conditions) < 2 \
+ or self.has_duplicate_values(conditions):
+ self.visitchildren(node)
+ return node
+ return self.build_simple_switch_statement(
+ node, common_var, conditions, not_in,
+ node.true_val, node.false_val)
+
+ def visit_BoolBinopNode(self, node):
+ not_in, common_var, conditions = self.extract_common_conditions(
+ None, node, True)
+ if common_var is None \
+ or len(conditions) < 2 \
+ or self.has_duplicate_values(conditions):
+ self.visitchildren(node)
+ return node
+
+ return self.build_simple_switch_statement(
+ node, common_var, conditions, not_in,
+ ExprNodes.BoolNode(node.pos, value=True, constant_result=True),
+ ExprNodes.BoolNode(node.pos, value=False, constant_result=False))
+
+ def visit_PrimaryCmpNode(self, node):
+ not_in, common_var, conditions = self.extract_common_conditions(
+ None, node, True)
+ if common_var is None \
+ or len(conditions) < 2 \
+ or self.has_duplicate_values(conditions):
+ self.visitchildren(node)
+ return node
+
+ return self.build_simple_switch_statement(
+ node, common_var, conditions, not_in,
+ ExprNodes.BoolNode(node.pos, value=True, constant_result=True),
+ ExprNodes.BoolNode(node.pos, value=False, constant_result=False))
+
+ def build_simple_switch_statement(self, node, common_var, conditions,
+ not_in, true_val, false_val):
+ result_ref = UtilNodes.ResultRefNode(node)
+ true_body = Nodes.SingleAssignmentNode(
+ node.pos,
+ lhs = result_ref,
+ rhs = true_val,
+ first = True)
+ false_body = Nodes.SingleAssignmentNode(
+ node.pos,
+ lhs = result_ref,
+ rhs = false_val,
+ first = True)
+
+ if not_in:
+ true_body, false_body = false_body, true_body
+
+ cases = [Nodes.SwitchCaseNode(pos = node.pos,
+ conditions = conditions,
+ body = true_body)]
+
+ common_var = unwrap_node(common_var)
+ switch_node = Nodes.SwitchStatNode(pos = node.pos,
+ test = common_var,
+ cases = cases,
+ else_clause = false_body)
+ replacement = UtilNodes.TempResultFromStatNode(result_ref, switch_node)
+ return replacement
+
+ def visit_EvalWithTempExprNode(self, node):
+ # drop unused expression temp from FlattenInListTransform
+ orig_expr = node.subexpression
+ temp_ref = node.lazy_temp
+ self.visitchildren(node)
+ if node.subexpression is not orig_expr:
+ # node was restructured => check if temp is still used
+ if not Visitor.tree_contains(node.subexpression, temp_ref):
+ return node.subexpression
+ return node
+
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+
+class FlattenInListTransform(Visitor.VisitorTransform, SkipDeclarations):
+ """
+ This transformation flattens "x in [val1, ..., valn]" into a sequential list
+ of comparisons.
+ """
+
+ def visit_PrimaryCmpNode(self, node):
+ self.visitchildren(node)
+ if node.cascade is not None:
+ return node
+ elif node.operator == 'in':
+ conjunction = 'or'
+ eq_or_neq = '=='
+ elif node.operator == 'not_in':
+ conjunction = 'and'
+ eq_or_neq = '!='
+ else:
+ return node
+
+ if not isinstance(node.operand2, (ExprNodes.TupleNode,
+ ExprNodes.ListNode,
+ ExprNodes.SetNode)):
+ return node
+
+ args = node.operand2.args
+ if len(args) == 0:
+ # note: lhs may have side effects
+ return node
+
+ lhs = UtilNodes.ResultRefNode(node.operand1)
+
+ conds = []
+ temps = []
+ for arg in args:
+ try:
+ # Trial optimisation to avoid redundant temp
+ # assignments. However, since is_simple() is meant to
+ # be called after type analysis, we ignore any errors
+ # and just play safe in that case.
+ is_simple_arg = arg.is_simple()
+ except Exception:
+ is_simple_arg = False
+ if not is_simple_arg:
+ # must evaluate all non-simple RHS before doing the comparisons
+ arg = UtilNodes.LetRefNode(arg)
+ temps.append(arg)
+ cond = ExprNodes.PrimaryCmpNode(
+ pos = node.pos,
+ operand1 = lhs,
+ operator = eq_or_neq,
+ operand2 = arg,
+ cascade = None)
+ conds.append(ExprNodes.TypecastNode(
+ pos = node.pos,
+ operand = cond,
+ type = PyrexTypes.c_bint_type))
+ def concat(left, right):
+ return ExprNodes.BoolBinopNode(
+ pos = node.pos,
+ operator = conjunction,
+ operand1 = left,
+ operand2 = right)
+
+ condition = reduce(concat, conds)
+ new_node = UtilNodes.EvalWithTempExprNode(lhs, condition)
+ for temp in temps[::-1]:
+ new_node = UtilNodes.EvalWithTempExprNode(temp, new_node)
+ return new_node
+
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+
+class DropRefcountingTransform(Visitor.VisitorTransform):
+ """Drop ref-counting in safe places.
+ """
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+ def visit_ParallelAssignmentNode(self, node):
+ """
+ Parallel swap assignments like 'a,b = b,a' are safe.
+ """
+ left_names, right_names = [], []
+ left_indices, right_indices = [], []
+ temps = []
+
+ for stat in node.stats:
+ if isinstance(stat, Nodes.SingleAssignmentNode):
+ if not self._extract_operand(stat.lhs, left_names,
+ left_indices, temps):
+ return node
+ if not self._extract_operand(stat.rhs, right_names,
+ right_indices, temps):
+ return node
+ elif isinstance(stat, Nodes.CascadedAssignmentNode):
+ # FIXME
+ return node
+ else:
+ return node
+
+ if left_names or right_names:
+ # lhs/rhs names must be a non-redundant permutation
+ lnames = [ path for path, n in left_names ]
+ rnames = [ path for path, n in right_names ]
+ if set(lnames) != set(rnames):
+ return node
+ if len(set(lnames)) != len(right_names):
+ return node
+
+ if left_indices or right_indices:
+ # base name and index of index nodes must be a
+ # non-redundant permutation
+ lindices = []
+ for lhs_node in left_indices:
+ index_id = self._extract_index_id(lhs_node)
+ if not index_id:
+ return node
+ lindices.append(index_id)
+ rindices = []
+ for rhs_node in right_indices:
+ index_id = self._extract_index_id(rhs_node)
+ if not index_id:
+ return node
+ rindices.append(index_id)
+
+ if set(lindices) != set(rindices):
+ return node
+ if len(set(lindices)) != len(right_indices):
+ return node
+
+ # really supporting IndexNode requires support in
+ # __Pyx_GetItemInt(), so let's stop short for now
+ return node
+
+ temp_args = [t.arg for t in temps]
+ for temp in temps:
+ temp.use_managed_ref = False
+
+ for _, name_node in left_names + right_names:
+ if name_node not in temp_args:
+ name_node.use_managed_ref = False
+
+ for index_node in left_indices + right_indices:
+ index_node.use_managed_ref = False
+
+ return node
+
+ def _extract_operand(self, node, names, indices, temps):
+ node = unwrap_node(node)
+ if not node.type.is_pyobject:
+ return False
+ if isinstance(node, ExprNodes.CoerceToTempNode):
+ temps.append(node)
+ node = node.arg
+ name_path = []
+ obj_node = node
+ while isinstance(obj_node, ExprNodes.AttributeNode):
+ if obj_node.is_py_attr:
+ return False
+ name_path.append(obj_node.member)
+ obj_node = obj_node.obj
+ if isinstance(obj_node, ExprNodes.NameNode):
+ name_path.append(obj_node.name)
+ names.append( ('.'.join(name_path[::-1]), node) )
+ elif isinstance(node, ExprNodes.IndexNode):
+ if node.base.type != Builtin.list_type:
+ return False
+ if not node.index.type.is_int:
+ return False
+ if not isinstance(node.base, ExprNodes.NameNode):
+ return False
+ indices.append(node)
+ else:
+ return False
+ return True
+
+ def _extract_index_id(self, index_node):
+ base = index_node.base
+ index = index_node.index
+ if isinstance(index, ExprNodes.NameNode):
+ index_val = index.name
+ elif isinstance(index, ExprNodes.ConstNode):
+ # FIXME:
+ return None
+ else:
+ return None
+ return (base.name, index_val)
+
+
+class EarlyReplaceBuiltinCalls(Visitor.EnvTransform):
+ """Optimize some common calls to builtin types *before* the type
+ analysis phase and *after* the declarations analysis phase.
+
+ This transform cannot make use of any argument types, but it can
+ restructure the tree in a way that the type analysis phase can
+ respond to.
+
+ Introducing C function calls here may not be a good idea. Move
+ them to the OptimizeBuiltinCalls transform instead, which runs
+ after type analysis.
+ """
+ # only intercept on call nodes
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+ def visit_SimpleCallNode(self, node):
+ self.visitchildren(node)
+ function = node.function
+ if not self._function_is_builtin_name(function):
+ return node
+ return self._dispatch_to_handler(node, function, node.args)
+
+ def visit_GeneralCallNode(self, node):
+ self.visitchildren(node)
+ function = node.function
+ if not self._function_is_builtin_name(function):
+ return node
+ arg_tuple = node.positional_args
+ if not isinstance(arg_tuple, ExprNodes.TupleNode):
+ return node
+ args = arg_tuple.args
+ return self._dispatch_to_handler(
+ node, function, args, node.keyword_args)
+
+ def _function_is_builtin_name(self, function):
+ if not function.is_name:
+ return False
+ env = self.current_env()
+ entry = env.lookup(function.name)
+ if entry is not env.builtin_scope().lookup_here(function.name):
+ return False
+ # if entry is None, it's at least an undeclared name, so likely builtin
+ return True
+
+ def _dispatch_to_handler(self, node, function, args, kwargs=None):
+ if kwargs is None:
+ handler_name = '_handle_simple_function_%s' % function.name
+ else:
+ handler_name = '_handle_general_function_%s' % function.name
+ handle_call = getattr(self, handler_name, None)
+ if handle_call is not None:
+ if kwargs is None:
+ return handle_call(node, args)
+ else:
+ return handle_call(node, args, kwargs)
+ return node
+
+ def _inject_capi_function(self, node, cname, func_type, utility_code=None):
+ node.function = ExprNodes.PythonCapiFunctionNode(
+ node.function.pos, node.function.name, cname, func_type,
+ utility_code = utility_code)
+
+ def _error_wrong_arg_count(self, function_name, node, args, expected=None):
+ if not expected: # None or 0
+ arg_str = ''
+ elif isinstance(expected, basestring) or expected > 1:
+ arg_str = '...'
+ elif expected == 1:
+ arg_str = 'x'
+ else:
+ arg_str = ''
+ if expected is not None:
+ expected_str = 'expected %s, ' % expected
+ else:
+ expected_str = ''
+ error(node.pos, "%s(%s) called with wrong number of args, %sfound %d" % (
+ function_name, arg_str, expected_str, len(args)))
+
+ # specific handlers for simple call nodes
+
+ def _handle_simple_function_float(self, node, pos_args):
+ if not pos_args:
+ return ExprNodes.FloatNode(node.pos, value='0.0')
+ if len(pos_args) > 1:
+ self._error_wrong_arg_count('float', node, pos_args, 1)
+ arg_type = getattr(pos_args[0], 'type', None)
+ if arg_type in (PyrexTypes.c_double_type, Builtin.float_type):
+ return pos_args[0]
+ return node
+
+ class YieldNodeCollector(Visitor.TreeVisitor):
+ def __init__(self):
+ Visitor.TreeVisitor.__init__(self)
+ self.yield_stat_nodes = {}
+ self.yield_nodes = []
+
+ visit_Node = Visitor.TreeVisitor.visitchildren
+ # XXX: disable inlining while it's not back supported
+ def __visit_YieldExprNode(self, node):
+ self.yield_nodes.append(node)
+ self.visitchildren(node)
+
+ def __visit_ExprStatNode(self, node):
+ self.visitchildren(node)
+ if node.expr in self.yield_nodes:
+ self.yield_stat_nodes[node.expr] = node
+
+ def __visit_GeneratorExpressionNode(self, node):
+ # enable when we support generic generator expressions
+ #
+ # everything below this node is out of scope
+ pass
+
+ def _find_single_yield_expression(self, node):
+ collector = self.YieldNodeCollector()
+ collector.visitchildren(node)
+ if len(collector.yield_nodes) != 1:
+ return None, None
+ yield_node = collector.yield_nodes[0]
+ try:
+ return (yield_node.arg, collector.yield_stat_nodes[yield_node])
+ except KeyError:
+ return None, None
+
+ def _handle_simple_function_all(self, node, pos_args):
+ """Transform
+
+ _result = all(x for L in LL for x in L)
+
+ into
+
+ for L in LL:
+ for x in L:
+ if not x:
+ _result = False
+ break
+ else:
+ continue
+ break
+ else:
+ _result = True
+ """
+ return self._transform_any_all(node, pos_args, False)
+
+ def _handle_simple_function_any(self, node, pos_args):
+ """Transform
+
+ _result = any(x for L in LL for x in L)
+
+ into
+
+ for L in LL:
+ for x in L:
+ if x:
+ _result = True
+ break
+ else:
+ continue
+ break
+ else:
+ _result = False
+ """
+ return self._transform_any_all(node, pos_args, True)
+
+ def _transform_any_all(self, node, pos_args, is_any):
+ if len(pos_args) != 1:
+ return node
+ if not isinstance(pos_args[0], ExprNodes.GeneratorExpressionNode):
+ return node
+ gen_expr_node = pos_args[0]
+ loop_node = gen_expr_node.loop
+ yield_expression, yield_stat_node = self._find_single_yield_expression(loop_node)
+ if yield_expression is None:
+ return node
+
+ if is_any:
+ condition = yield_expression
+ else:
+ condition = ExprNodes.NotNode(yield_expression.pos, operand = yield_expression)
+
+ result_ref = UtilNodes.ResultRefNode(pos=node.pos, type=PyrexTypes.c_bint_type)
+ test_node = Nodes.IfStatNode(
+ yield_expression.pos,
+ else_clause = None,
+ if_clauses = [ Nodes.IfClauseNode(
+ yield_expression.pos,
+ condition = condition,
+ body = Nodes.StatListNode(
+ node.pos,
+ stats = [
+ Nodes.SingleAssignmentNode(
+ node.pos,
+ lhs = result_ref,
+ rhs = ExprNodes.BoolNode(yield_expression.pos, value = is_any,
+ constant_result = is_any)),
+ Nodes.BreakStatNode(node.pos)
+ ])) ]
+ )
+ loop = loop_node
+ while isinstance(loop.body, Nodes.LoopNode):
+ next_loop = loop.body
+ loop.body = Nodes.StatListNode(loop.body.pos, stats = [
+ loop.body,
+ Nodes.BreakStatNode(yield_expression.pos)
+ ])
+ next_loop.else_clause = Nodes.ContinueStatNode(yield_expression.pos)
+ loop = next_loop
+ loop_node.else_clause = Nodes.SingleAssignmentNode(
+ node.pos,
+ lhs = result_ref,
+ rhs = ExprNodes.BoolNode(yield_expression.pos, value = not is_any,
+ constant_result = not is_any))
+
+ Visitor.recursively_replace_node(loop_node, yield_stat_node, test_node)
+
+ return ExprNodes.InlinedGeneratorExpressionNode(
+ gen_expr_node.pos, loop = loop_node, result_node = result_ref,
+ expr_scope = gen_expr_node.expr_scope, orig_func = is_any and 'any' or 'all')
+
+ def _handle_simple_function_sorted(self, node, pos_args):
+ """Transform sorted(genexpr) and sorted([listcomp]) into
+ [listcomp].sort(). CPython just reads the iterable into a
+ list and calls .sort() on it. Expanding the iterable in a
+ listcomp is still faster and the result can be sorted in
+ place.
+ """
+ if len(pos_args) != 1:
+ return node
+ if isinstance(pos_args[0], ExprNodes.ComprehensionNode) \
+ and pos_args[0].type is Builtin.list_type:
+ listcomp_node = pos_args[0]
+ loop_node = listcomp_node.loop
+ elif isinstance(pos_args[0], ExprNodes.GeneratorExpressionNode):
+ gen_expr_node = pos_args[0]
+ loop_node = gen_expr_node.loop
+ yield_expression, yield_stat_node = self._find_single_yield_expression(loop_node)
+ if yield_expression is None:
+ return node
+
+ append_node = ExprNodes.ComprehensionAppendNode(
+ yield_expression.pos, expr = yield_expression)
+
+ Visitor.recursively_replace_node(loop_node, yield_stat_node, append_node)
+
+ listcomp_node = ExprNodes.ComprehensionNode(
+ gen_expr_node.pos, loop = loop_node,
+ append = append_node, type = Builtin.list_type,
+ expr_scope = gen_expr_node.expr_scope,
+ has_local_scope = True)
+ append_node.target = listcomp_node
+ else:
+ return node
+
+ result_node = UtilNodes.ResultRefNode(
+ pos = loop_node.pos, type = Builtin.list_type, may_hold_none=False)
+ listcomp_assign_node = Nodes.SingleAssignmentNode(
+ node.pos, lhs = result_node, rhs = listcomp_node, first = True)
+
+ sort_method = ExprNodes.AttributeNode(
+ node.pos, obj = result_node, attribute = EncodedString('sort'),
+ # entry ? type ?
+ needs_none_check = False)
+ sort_node = Nodes.ExprStatNode(
+ node.pos, expr = ExprNodes.SimpleCallNode(
+ node.pos, function = sort_method, args = []))
+
+ sort_node.analyse_declarations(self.current_env())
+
+ return UtilNodes.TempResultFromStatNode(
+ result_node,
+ Nodes.StatListNode(node.pos, stats = [ listcomp_assign_node, sort_node ]))
+
+ def _handle_simple_function_sum(self, node, pos_args):
+ """Transform sum(genexpr) into an equivalent inlined aggregation loop.
+ """
+ if len(pos_args) not in (1,2):
+ return node
+ if not isinstance(pos_args[0], (ExprNodes.GeneratorExpressionNode,
+ ExprNodes.ComprehensionNode)):
+ return node
+ gen_expr_node = pos_args[0]
+ loop_node = gen_expr_node.loop
+
+ if isinstance(gen_expr_node, ExprNodes.GeneratorExpressionNode):
+ yield_expression, yield_stat_node = self._find_single_yield_expression(loop_node)
+ if yield_expression is None:
+ return node
+ else: # ComprehensionNode
+ yield_stat_node = gen_expr_node.append
+ yield_expression = yield_stat_node.expr
+ try:
+ if not yield_expression.is_literal or not yield_expression.type.is_int:
+ return node
+ except AttributeError:
+ return node # in case we don't have a type yet
+ # special case: old Py2 backwards compatible "sum([int_const for ...])"
+ # can safely be unpacked into a genexpr
+
+ if len(pos_args) == 1:
+ start = ExprNodes.IntNode(node.pos, value='0', constant_result=0)
+ else:
+ start = pos_args[1]
+
+ result_ref = UtilNodes.ResultRefNode(pos=node.pos, type=PyrexTypes.py_object_type)
+ add_node = Nodes.SingleAssignmentNode(
+ yield_expression.pos,
+ lhs = result_ref,
+ rhs = ExprNodes.binop_node(node.pos, '+', result_ref, yield_expression)
+ )
+
+ Visitor.recursively_replace_node(loop_node, yield_stat_node, add_node)
+
+ exec_code = Nodes.StatListNode(
+ node.pos,
+ stats = [
+ Nodes.SingleAssignmentNode(
+ start.pos,
+ lhs = UtilNodes.ResultRefNode(pos=node.pos, expression=result_ref),
+ rhs = start,
+ first = True),
+ loop_node
+ ])
+
+ return ExprNodes.InlinedGeneratorExpressionNode(
+ gen_expr_node.pos, loop = exec_code, result_node = result_ref,
+ expr_scope = gen_expr_node.expr_scope, orig_func = 'sum',
+ has_local_scope = gen_expr_node.has_local_scope)
+
+ def _handle_simple_function_min(self, node, pos_args):
+ return self._optimise_min_max(node, pos_args, '<')
+
+ def _handle_simple_function_max(self, node, pos_args):
+ return self._optimise_min_max(node, pos_args, '>')
+
+ def _optimise_min_max(self, node, args, operator):
+ """Replace min(a,b,...) and max(a,b,...) by explicit comparison code.
+ """
+ if len(args) <= 1:
+ if len(args) == 1 and args[0].is_sequence_constructor:
+ args = args[0].args
+ else:
+ # leave this to Python
+ return node
+
+ cascaded_nodes = list(map(UtilNodes.ResultRefNode, args[1:]))
+
+ last_result = args[0]
+ for arg_node in cascaded_nodes:
+ result_ref = UtilNodes.ResultRefNode(last_result)
+ last_result = ExprNodes.CondExprNode(
+ arg_node.pos,
+ true_val = arg_node,
+ false_val = result_ref,
+ test = ExprNodes.PrimaryCmpNode(
+ arg_node.pos,
+ operand1 = arg_node,
+ operator = operator,
+ operand2 = result_ref,
+ )
+ )
+ last_result = UtilNodes.EvalWithTempExprNode(result_ref, last_result)
+
+ for ref_node in cascaded_nodes[::-1]:
+ last_result = UtilNodes.EvalWithTempExprNode(ref_node, last_result)
+
+ return last_result
+
+ def _DISABLED_handle_simple_function_tuple(self, node, pos_args):
+ if not pos_args:
+ return ExprNodes.TupleNode(node.pos, args=[], constant_result=())
+ # This is a bit special - for iterables (including genexps),
+ # Python actually overallocates and resizes a newly created
+ # tuple incrementally while reading items, which we can't
+ # easily do without explicit node support. Instead, we read
+ # the items into a list and then copy them into a tuple of the
+ # final size. This takes up to twice as much memory, but will
+ # have to do until we have real support for genexps.
+ result = self._transform_list_set_genexpr(node, pos_args, Builtin.list_type)
+ if result is not node:
+ return ExprNodes.AsTupleNode(node.pos, arg=result)
+ return node
+
+ def _handle_simple_function_frozenset(self, node, pos_args):
+ """Replace frozenset([...]) by frozenset((...)) as tuples are more efficient.
+ """
+ if len(pos_args) != 1:
+ return node
+ if pos_args[0].is_sequence_constructor and not pos_args[0].args:
+ del pos_args[0]
+ elif isinstance(pos_args[0], ExprNodes.ListNode):
+ pos_args[0] = pos_args[0].as_tuple()
+ return node
+
+ def _handle_simple_function_list(self, node, pos_args):
+ if not pos_args:
+ return ExprNodes.ListNode(node.pos, args=[], constant_result=[])
+ return self._transform_list_set_genexpr(node, pos_args, Builtin.list_type)
+
+ def _handle_simple_function_set(self, node, pos_args):
+ if not pos_args:
+ return ExprNodes.SetNode(node.pos, args=[], constant_result=set())
+ return self._transform_list_set_genexpr(node, pos_args, Builtin.set_type)
+
+ def _transform_list_set_genexpr(self, node, pos_args, target_type):
+ """Replace set(genexpr) and list(genexpr) by a literal comprehension.
+ """
+ if len(pos_args) > 1:
+ return node
+ if not isinstance(pos_args[0], ExprNodes.GeneratorExpressionNode):
+ return node
+ gen_expr_node = pos_args[0]
+ loop_node = gen_expr_node.loop
+
+ yield_expression, yield_stat_node = self._find_single_yield_expression(loop_node)
+ if yield_expression is None:
+ return node
+
+ append_node = ExprNodes.ComprehensionAppendNode(
+ yield_expression.pos,
+ expr = yield_expression)
+
+ Visitor.recursively_replace_node(loop_node, yield_stat_node, append_node)
+
+ comp = ExprNodes.ComprehensionNode(
+ node.pos,
+ has_local_scope = True,
+ expr_scope = gen_expr_node.expr_scope,
+ loop = loop_node,
+ append = append_node,
+ type = target_type)
+ append_node.target = comp
+ return comp
+
+ def _handle_simple_function_dict(self, node, pos_args):
+ """Replace dict( (a,b) for ... ) by a literal { a:b for ... }.
+ """
+ if len(pos_args) == 0:
+ return ExprNodes.DictNode(node.pos, key_value_pairs=[], constant_result={})
+ if len(pos_args) > 1:
+ return node
+ if not isinstance(pos_args[0], ExprNodes.GeneratorExpressionNode):
+ return node
+ gen_expr_node = pos_args[0]
+ loop_node = gen_expr_node.loop
+
+ yield_expression, yield_stat_node = self._find_single_yield_expression(loop_node)
+ if yield_expression is None:
+ return node
+
+ if not isinstance(yield_expression, ExprNodes.TupleNode):
+ return node
+ if len(yield_expression.args) != 2:
+ return node
+
+ append_node = ExprNodes.DictComprehensionAppendNode(
+ yield_expression.pos,
+ key_expr = yield_expression.args[0],
+ value_expr = yield_expression.args[1])
+
+ Visitor.recursively_replace_node(loop_node, yield_stat_node, append_node)
+
+ dictcomp = ExprNodes.ComprehensionNode(
+ node.pos,
+ has_local_scope = True,
+ expr_scope = gen_expr_node.expr_scope,
+ loop = loop_node,
+ append = append_node,
+ type = Builtin.dict_type)
+ append_node.target = dictcomp
+ return dictcomp
+
+ # specific handlers for general call nodes
+
+ def _handle_general_function_dict(self, node, pos_args, kwargs):
+ """Replace dict(a=b,c=d,...) by the underlying keyword dict
+ construction which is done anyway.
+ """
+ if len(pos_args) > 0:
+ return node
+ if not isinstance(kwargs, ExprNodes.DictNode):
+ return node
+ return kwargs
+
+
+class InlineDefNodeCalls(Visitor.NodeRefCleanupMixin, Visitor.EnvTransform):
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+ def get_constant_value_node(self, name_node):
+ if name_node.cf_state is None:
+ return None
+ if name_node.cf_state.cf_is_null:
+ return None
+ entry = self.current_env().lookup(name_node.name)
+ if not entry or (not entry.cf_assignments
+ or len(entry.cf_assignments) != 1):
+ # not just a single assignment in all closures
+ return None
+ return entry.cf_assignments[0].rhs
+
+ def visit_SimpleCallNode(self, node):
+ self.visitchildren(node)
+ if not self.current_directives.get('optimize.inline_defnode_calls'):
+ return node
+ function_name = node.function
+ if not function_name.is_name:
+ return node
+ function = self.get_constant_value_node(function_name)
+ if not isinstance(function, ExprNodes.PyCFunctionNode):
+ return node
+ inlined = ExprNodes.InlinedDefNodeCallNode(
+ node.pos, function_name=function_name,
+ function=function, args=node.args)
+ if inlined.can_be_inlined():
+ return self.replace(node, inlined)
+ return node
+
+
+class OptimizeBuiltinCalls(Visitor.MethodDispatcherTransform):
+ """Optimize some common methods calls and instantiation patterns
+ for builtin types *after* the type analysis phase.
+
+ Running after type analysis, this transform can only perform
+ function replacements that do not alter the function return type
+ in a way that was not anticipated by the type analysis.
+ """
+ ### cleanup to avoid redundant coercions to/from Python types
+
+ def _visit_PyTypeTestNode(self, node):
+ # disabled - appears to break assignments in some cases, and
+ # also drops a None check, which might still be required
+ """Flatten redundant type checks after tree changes.
+ """
+ old_arg = node.arg
+ self.visitchildren(node)
+ if old_arg is node.arg or node.arg.type != node.type:
+ return node
+ return node.arg
+
+ def _visit_TypecastNode(self, node):
+ # disabled - the user may have had a reason to put a type
+ # cast, even if it looks redundant to Cython
+ """
+ Drop redundant type casts.
+ """
+ self.visitchildren(node)
+ if node.type == node.operand.type:
+ return node.operand
+ return node
+
+ def visit_ExprStatNode(self, node):
+ """
+ Drop useless coercions.
+ """
+ self.visitchildren(node)
+ if isinstance(node.expr, ExprNodes.CoerceToPyTypeNode):
+ node.expr = node.expr.arg
+ return node
+
+ def visit_CoerceToBooleanNode(self, node):
+ """Drop redundant conversion nodes after tree changes.
+ """
+ self.visitchildren(node)
+ arg = node.arg
+ if isinstance(arg, ExprNodes.PyTypeTestNode):
+ arg = arg.arg
+ if isinstance(arg, ExprNodes.CoerceToPyTypeNode):
+ if arg.type in (PyrexTypes.py_object_type, Builtin.bool_type):
+ return arg.arg.coerce_to_boolean(self.current_env())
+ return node
+
+ def visit_CoerceFromPyTypeNode(self, node):
+ """Drop redundant conversion nodes after tree changes.
+
+ Also, optimise away calls to Python's builtin int() and
+ float() if the result is going to be coerced back into a C
+ type anyway.
+ """
+ self.visitchildren(node)
+ arg = node.arg
+ if not arg.type.is_pyobject:
+ # no Python conversion left at all, just do a C coercion instead
+ if node.type == arg.type:
+ return arg
+ else:
+ return arg.coerce_to(node.type, self.current_env())
+ if isinstance(arg, ExprNodes.PyTypeTestNode):
+ arg = arg.arg
+ if arg.is_literal:
+ if (node.type.is_int and isinstance(arg, ExprNodes.IntNode) or
+ node.type.is_float and isinstance(arg, ExprNodes.FloatNode) or
+ node.type.is_int and isinstance(arg, ExprNodes.BoolNode)):
+ return arg.coerce_to(node.type, self.current_env())
+ elif isinstance(arg, ExprNodes.CoerceToPyTypeNode):
+ if arg.type is PyrexTypes.py_object_type:
+ if node.type.assignable_from(arg.arg.type):
+ # completely redundant C->Py->C coercion
+ return arg.arg.coerce_to(node.type, self.current_env())
+ elif isinstance(arg, ExprNodes.SimpleCallNode):
+ if node.type.is_int or node.type.is_float:
+ return self._optimise_numeric_cast_call(node, arg)
+ elif isinstance(arg, ExprNodes.IndexNode) and not arg.is_buffer_access:
+ index_node = arg.index
+ if isinstance(index_node, ExprNodes.CoerceToPyTypeNode):
+ index_node = index_node.arg
+ if index_node.type.is_int:
+ return self._optimise_int_indexing(node, arg, index_node)
+ return node
+
+ PyBytes_GetItemInt_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_char_type, [
+ PyrexTypes.CFuncTypeArg("bytes", Builtin.bytes_type, None),
+ PyrexTypes.CFuncTypeArg("index", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("check_bounds", PyrexTypes.c_int_type, None),
+ ],
+ exception_value = "((char)-1)",
+ exception_check = True)
+
+ def _optimise_int_indexing(self, coerce_node, arg, index_node):
+ env = self.current_env()
+ bound_check_bool = env.directives['boundscheck'] and 1 or 0
+ if arg.base.type is Builtin.bytes_type:
+ if coerce_node.type in (PyrexTypes.c_char_type, PyrexTypes.c_uchar_type):
+ # bytes[index] -> char
+ bound_check_node = ExprNodes.IntNode(
+ coerce_node.pos, value=str(bound_check_bool),
+ constant_result=bound_check_bool)
+ node = ExprNodes.PythonCapiCallNode(
+ coerce_node.pos, "__Pyx_PyBytes_GetItemInt",
+ self.PyBytes_GetItemInt_func_type,
+ args=[
+ arg.base.as_none_safe_node("'NoneType' object is not subscriptable"),
+ index_node.coerce_to(PyrexTypes.c_py_ssize_t_type, env),
+ bound_check_node,
+ ],
+ is_temp=True,
+ utility_code=UtilityCode.load_cached(
+ 'bytes_index', 'StringTools.c'))
+ if coerce_node.type is not PyrexTypes.c_char_type:
+ node = node.coerce_to(coerce_node.type, env)
+ return node
+ return coerce_node
+
+ def _optimise_numeric_cast_call(self, node, arg):
+ function = arg.function
+ if not isinstance(function, ExprNodes.NameNode) \
+ or not function.type.is_builtin_type \
+ or not isinstance(arg.arg_tuple, ExprNodes.TupleNode):
+ return node
+ args = arg.arg_tuple.args
+ if len(args) != 1:
+ return node
+ func_arg = args[0]
+ if isinstance(func_arg, ExprNodes.CoerceToPyTypeNode):
+ func_arg = func_arg.arg
+ elif func_arg.type.is_pyobject:
+ # play safe: Python conversion might work on all sorts of things
+ return node
+ if function.name == 'int':
+ if func_arg.type.is_int or node.type.is_int:
+ if func_arg.type == node.type:
+ return func_arg
+ elif node.type.assignable_from(func_arg.type) or func_arg.type.is_float:
+ return ExprNodes.TypecastNode(
+ node.pos, operand=func_arg, type=node.type)
+ elif function.name == 'float':
+ if func_arg.type.is_float or node.type.is_float:
+ if func_arg.type == node.type:
+ return func_arg
+ elif node.type.assignable_from(func_arg.type) or func_arg.type.is_float:
+ return ExprNodes.TypecastNode(
+ node.pos, operand=func_arg, type=node.type)
+ return node
+
+ def _error_wrong_arg_count(self, function_name, node, args, expected=None):
+ if not expected: # None or 0
+ arg_str = ''
+ elif isinstance(expected, basestring) or expected > 1:
+ arg_str = '...'
+ elif expected == 1:
+ arg_str = 'x'
+ else:
+ arg_str = ''
+ if expected is not None:
+ expected_str = 'expected %s, ' % expected
+ else:
+ expected_str = ''
+ error(node.pos, "%s(%s) called with wrong number of args, %sfound %d" % (
+ function_name, arg_str, expected_str, len(args)))
+
+ ### generic fallbacks
+
+ def _handle_function(self, node, function_name, function, arg_list, kwargs):
+ return node
+
+ def _handle_method(self, node, type_name, attr_name, function,
+ arg_list, is_unbound_method, kwargs):
+ """
+ Try to inject C-API calls for unbound method calls to builtin types.
+ While the method declarations in Builtin.py already handle this, we
+ can additionally resolve bound and unbound methods here that were
+ assigned to variables ahead of time.
+ """
+ if kwargs:
+ return node
+ if not function or not function.is_attribute or not function.obj.is_name:
+ # cannot track unbound method calls over more than one indirection as
+ # the names might have been reassigned in the meantime
+ return node
+ type_entry = self.current_env().lookup(type_name)
+ if not type_entry:
+ return node
+ method = ExprNodes.AttributeNode(
+ node.function.pos,
+ obj=ExprNodes.NameNode(
+ function.pos,
+ name=type_name,
+ entry=type_entry,
+ type=type_entry.type),
+ attribute=attr_name,
+ is_called=True).analyse_as_unbound_cmethod_node(self.current_env())
+ if method is None:
+ return node
+ args = node.args
+ if args is None and node.arg_tuple:
+ args = node.arg_tuple.args
+ call_node = ExprNodes.SimpleCallNode(
+ node.pos,
+ function=method,
+ args=args)
+ if not is_unbound_method:
+ call_node.self = function.obj
+ call_node.analyse_c_function_call(self.current_env())
+ call_node.analysed = True
+ return call_node.coerce_to(node.type, self.current_env())
+
+ ### builtin types
+
+ PyDict_Copy_func_type = PyrexTypes.CFuncType(
+ Builtin.dict_type, [
+ PyrexTypes.CFuncTypeArg("dict", Builtin.dict_type, None)
+ ])
+
+ def _handle_simple_function_dict(self, node, function, pos_args):
+ """Replace dict(some_dict) by PyDict_Copy(some_dict).
+ """
+ if len(pos_args) != 1:
+ return node
+ arg = pos_args[0]
+ if arg.type is Builtin.dict_type:
+ arg = arg.as_none_safe_node("'NoneType' is not iterable")
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "PyDict_Copy", self.PyDict_Copy_func_type,
+ args = [arg],
+ is_temp = node.is_temp
+ )
+ return node
+
+ PyList_AsTuple_func_type = PyrexTypes.CFuncType(
+ Builtin.tuple_type, [
+ PyrexTypes.CFuncTypeArg("list", Builtin.list_type, None)
+ ])
+
+ def _handle_simple_function_tuple(self, node, function, pos_args):
+ """Replace tuple([...]) by a call to PyList_AsTuple.
+ """
+ if len(pos_args) != 1:
+ return node
+ arg = pos_args[0]
+ if arg.type is Builtin.tuple_type and not arg.may_be_none():
+ return arg
+ if arg.type is not Builtin.list_type:
+ return node
+ pos_args[0] = arg.as_none_safe_node(
+ "'NoneType' object is not iterable")
+
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "PyList_AsTuple", self.PyList_AsTuple_func_type,
+ args = pos_args,
+ is_temp = node.is_temp
+ )
+
+ PySet_New_func_type = PyrexTypes.CFuncType(
+ Builtin.set_type, [
+ PyrexTypes.CFuncTypeArg("it", PyrexTypes.py_object_type, None)
+ ])
+
+ def _handle_simple_function_set(self, node, function, pos_args):
+ if len(pos_args) != 1:
+ return node
+ if pos_args[0].is_sequence_constructor:
+ # We can optimise set([x,y,z]) safely into a set literal,
+ # but only if we create all items before adding them -
+ # adding an item may raise an exception if it is not
+ # hashable, but creating the later items may have
+ # side-effects.
+ args = []
+ temps = []
+ for arg in pos_args[0].args:
+ if not arg.is_simple():
+ arg = UtilNodes.LetRefNode(arg)
+ temps.append(arg)
+ args.append(arg)
+ result = ExprNodes.SetNode(node.pos, is_temp=1, args=args)
+ for temp in temps[::-1]:
+ result = UtilNodes.EvalWithTempExprNode(temp, result)
+ return result
+ else:
+ # PySet_New(it) is better than a generic Python call to set(it)
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "PySet_New",
+ self.PySet_New_func_type,
+ args=pos_args,
+ is_temp=node.is_temp,
+ utility_code=UtilityCode.load_cached('pyset_compat', 'Builtins.c'),
+ py_name="set")
+
+ PyFrozenSet_New_func_type = PyrexTypes.CFuncType(
+ Builtin.frozenset_type, [
+ PyrexTypes.CFuncTypeArg("it", PyrexTypes.py_object_type, None)
+ ])
+
+ def _handle_simple_function_frozenset(self, node, function, pos_args):
+ if not pos_args:
+ pos_args = [ExprNodes.NullNode(node.pos)]
+ elif len(pos_args) > 1:
+ return node
+ elif pos_args[0].type is Builtin.frozenset_type and not pos_args[0].may_be_none():
+ return pos_args[0]
+ # PyFrozenSet_New(it) is better than a generic Python call to frozenset(it)
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_PyFrozenSet_New",
+ self.PyFrozenSet_New_func_type,
+ args=pos_args,
+ is_temp=node.is_temp,
+ utility_code=UtilityCode.load_cached('pyfrozenset_new', 'Builtins.c'),
+ py_name="frozenset")
+
+ PyObject_AsDouble_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_double_type, [
+ PyrexTypes.CFuncTypeArg("obj", PyrexTypes.py_object_type, None),
+ ],
+ exception_value = "((double)-1)",
+ exception_check = True)
+
+ def _handle_simple_function_float(self, node, function, pos_args):
+ """Transform float() into either a C type cast or a faster C
+ function call.
+ """
+ # Note: this requires the float() function to be typed as
+ # returning a C 'double'
+ if len(pos_args) == 0:
+ return ExprNodes.FloatNode(
+ node, value="0.0", constant_result=0.0
+ ).coerce_to(Builtin.float_type, self.current_env())
+ elif len(pos_args) != 1:
+ self._error_wrong_arg_count('float', node, pos_args, '0 or 1')
+ return node
+ func_arg = pos_args[0]
+ if isinstance(func_arg, ExprNodes.CoerceToPyTypeNode):
+ func_arg = func_arg.arg
+ if func_arg.type is PyrexTypes.c_double_type:
+ return func_arg
+ elif node.type.assignable_from(func_arg.type) or func_arg.type.is_numeric:
+ return ExprNodes.TypecastNode(
+ node.pos, operand=func_arg, type=node.type)
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_PyObject_AsDouble",
+ self.PyObject_AsDouble_func_type,
+ args = pos_args,
+ is_temp = node.is_temp,
+ utility_code = load_c_utility('pyobject_as_double'),
+ py_name = "float")
+
+ PyNumber_Int_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("o", PyrexTypes.py_object_type, None)
+ ])
+
+ def _handle_simple_function_int(self, node, function, pos_args):
+ """Transform int() into a faster C function call.
+ """
+ if len(pos_args) == 0:
+ return ExprNodes.IntNode(node, value="0", constant_result=0,
+ type=PyrexTypes.py_object_type)
+ elif len(pos_args) != 1:
+ return node # int(x, base)
+ func_arg = pos_args[0]
+ if isinstance(func_arg, ExprNodes.CoerceToPyTypeNode):
+ return node # handled in visit_CoerceFromPyTypeNode()
+ if func_arg.type.is_pyobject and node.type.is_pyobject:
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "PyNumber_Int", self.PyNumber_Int_func_type,
+ args=pos_args, is_temp=True)
+ return node
+
+ def _handle_simple_function_bool(self, node, function, pos_args):
+ """Transform bool(x) into a type coercion to a boolean.
+ """
+ if len(pos_args) == 0:
+ return ExprNodes.BoolNode(
+ node.pos, value=False, constant_result=False
+ ).coerce_to(Builtin.bool_type, self.current_env())
+ elif len(pos_args) != 1:
+ self._error_wrong_arg_count('bool', node, pos_args, '0 or 1')
+ return node
+ else:
+ # => !!<bint>(x) to make sure it's exactly 0 or 1
+ operand = pos_args[0].coerce_to_boolean(self.current_env())
+ operand = ExprNodes.NotNode(node.pos, operand = operand)
+ operand = ExprNodes.NotNode(node.pos, operand = operand)
+ # coerce back to Python object as that's the result we are expecting
+ return operand.coerce_to_pyobject(self.current_env())
+
+ ### builtin functions
+
+ Pyx_strlen_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_size_t_type, [
+ PyrexTypes.CFuncTypeArg("bytes", PyrexTypes.c_char_ptr_type, None)
+ ])
+
+ Pyx_Py_UNICODE_strlen_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_size_t_type, [
+ PyrexTypes.CFuncTypeArg("unicode", PyrexTypes.c_py_unicode_ptr_type, None)
+ ])
+
+ PyObject_Size_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ssize_t_type, [
+ PyrexTypes.CFuncTypeArg("obj", PyrexTypes.py_object_type, None)
+ ],
+ exception_value="-1")
+
+ _map_to_capi_len_function = {
+ Builtin.unicode_type : "__Pyx_PyUnicode_GET_LENGTH",
+ Builtin.bytes_type : "PyBytes_GET_SIZE",
+ Builtin.list_type : "PyList_GET_SIZE",
+ Builtin.tuple_type : "PyTuple_GET_SIZE",
+ Builtin.dict_type : "PyDict_Size",
+ Builtin.set_type : "PySet_Size",
+ Builtin.frozenset_type : "PySet_Size",
+ }.get
+
+ _ext_types_with_pysize = set(["cpython.array.array"])
+
+ def _handle_simple_function_len(self, node, function, pos_args):
+ """Replace len(char*) by the equivalent call to strlen(),
+ len(Py_UNICODE) by the equivalent Py_UNICODE_strlen() and
+ len(known_builtin_type) by an equivalent C-API call.
+ """
+ if len(pos_args) != 1:
+ self._error_wrong_arg_count('len', node, pos_args, 1)
+ return node
+ arg = pos_args[0]
+ if isinstance(arg, ExprNodes.CoerceToPyTypeNode):
+ arg = arg.arg
+ if arg.type.is_string:
+ new_node = ExprNodes.PythonCapiCallNode(
+ node.pos, "strlen", self.Pyx_strlen_func_type,
+ args = [arg],
+ is_temp = node.is_temp,
+ utility_code = UtilityCode.load_cached("IncludeStringH", "StringTools.c"))
+ elif arg.type.is_pyunicode_ptr:
+ new_node = ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_Py_UNICODE_strlen", self.Pyx_Py_UNICODE_strlen_func_type,
+ args = [arg],
+ is_temp = node.is_temp)
+ elif arg.type.is_pyobject:
+ cfunc_name = self._map_to_capi_len_function(arg.type)
+ if cfunc_name is None:
+ arg_type = arg.type
+ if ((arg_type.is_extension_type or arg_type.is_builtin_type)
+ and arg_type.entry.qualified_name in self._ext_types_with_pysize):
+ cfunc_name = 'Py_SIZE'
+ else:
+ return node
+ arg = arg.as_none_safe_node(
+ "object of type 'NoneType' has no len()")
+ new_node = ExprNodes.PythonCapiCallNode(
+ node.pos, cfunc_name, self.PyObject_Size_func_type,
+ args = [arg],
+ is_temp = node.is_temp)
+ elif arg.type.is_unicode_char:
+ return ExprNodes.IntNode(node.pos, value='1', constant_result=1,
+ type=node.type)
+ else:
+ return node
+ if node.type not in (PyrexTypes.c_size_t_type, PyrexTypes.c_py_ssize_t_type):
+ new_node = new_node.coerce_to(node.type, self.current_env())
+ return new_node
+
+ Pyx_Type_func_type = PyrexTypes.CFuncType(
+ Builtin.type_type, [
+ PyrexTypes.CFuncTypeArg("object", PyrexTypes.py_object_type, None)
+ ])
+
+ def _handle_simple_function_type(self, node, function, pos_args):
+ """Replace type(o) by a macro call to Py_TYPE(o).
+ """
+ if len(pos_args) != 1:
+ return node
+ node = ExprNodes.PythonCapiCallNode(
+ node.pos, "Py_TYPE", self.Pyx_Type_func_type,
+ args = pos_args,
+ is_temp = False)
+ return ExprNodes.CastNode(node, PyrexTypes.py_object_type)
+
+ Py_type_check_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_bint_type, [
+ PyrexTypes.CFuncTypeArg("arg", PyrexTypes.py_object_type, None)
+ ])
+
+ def _handle_simple_function_isinstance(self, node, function, pos_args):
+ """Replace isinstance() checks against builtin types by the
+ corresponding C-API call.
+ """
+ if len(pos_args) != 2:
+ return node
+ arg, types = pos_args
+ temp = None
+ if isinstance(types, ExprNodes.TupleNode):
+ types = types.args
+ if arg.is_attribute or not arg.is_simple():
+ arg = temp = UtilNodes.ResultRefNode(arg)
+ elif types.type is Builtin.type_type:
+ types = [types]
+ else:
+ return node
+
+ tests = []
+ test_nodes = []
+ env = self.current_env()
+ for test_type_node in types:
+ builtin_type = None
+ if test_type_node.is_name:
+ if test_type_node.entry:
+ entry = env.lookup(test_type_node.entry.name)
+ if entry and entry.type and entry.type.is_builtin_type:
+ builtin_type = entry.type
+ if builtin_type is Builtin.type_type:
+ # all types have type "type", but there's only one 'type'
+ if entry.name != 'type' or not (
+ entry.scope and entry.scope.is_builtin_scope):
+ builtin_type = None
+ if builtin_type is not None:
+ type_check_function = entry.type.type_check_function(exact=False)
+ if type_check_function in tests:
+ continue
+ tests.append(type_check_function)
+ type_check_args = [arg]
+ elif test_type_node.type is Builtin.type_type:
+ type_check_function = '__Pyx_TypeCheck'
+ type_check_args = [arg, test_type_node]
+ else:
+ return node
+ test_nodes.append(
+ ExprNodes.PythonCapiCallNode(
+ test_type_node.pos, type_check_function, self.Py_type_check_func_type,
+ args = type_check_args,
+ is_temp = True,
+ ))
+
+ def join_with_or(a,b, make_binop_node=ExprNodes.binop_node):
+ or_node = make_binop_node(node.pos, 'or', a, b)
+ or_node.type = PyrexTypes.c_bint_type
+ or_node.is_temp = True
+ return or_node
+
+ test_node = reduce(join_with_or, test_nodes).coerce_to(node.type, env)
+ if temp is not None:
+ test_node = UtilNodes.EvalWithTempExprNode(temp, test_node)
+ return test_node
+
+ def _handle_simple_function_ord(self, node, function, pos_args):
+ """Unpack ord(Py_UNICODE) and ord('X').
+ """
+ if len(pos_args) != 1:
+ return node
+ arg = pos_args[0]
+ if isinstance(arg, ExprNodes.CoerceToPyTypeNode):
+ if arg.arg.type.is_unicode_char:
+ return ExprNodes.TypecastNode(
+ arg.pos, operand=arg.arg, type=PyrexTypes.c_int_type
+ ).coerce_to(node.type, self.current_env())
+ elif isinstance(arg, ExprNodes.UnicodeNode):
+ if len(arg.value) == 1:
+ return ExprNodes.IntNode(
+ arg.pos, type=PyrexTypes.c_int_type,
+ value=str(ord(arg.value)),
+ constant_result=ord(arg.value)
+ ).coerce_to(node.type, self.current_env())
+ elif isinstance(arg, ExprNodes.StringNode):
+ if arg.unicode_value and len(arg.unicode_value) == 1 \
+ and ord(arg.unicode_value) <= 255: # Py2/3 portability
+ return ExprNodes.IntNode(
+ arg.pos, type=PyrexTypes.c_int_type,
+ value=str(ord(arg.unicode_value)),
+ constant_result=ord(arg.unicode_value)
+ ).coerce_to(node.type, self.current_env())
+ return node
+
+ ### special methods
+
+ Pyx_tp_new_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("type", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("args", Builtin.tuple_type, None),
+ ])
+
+ Pyx_tp_new_kwargs_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("type", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("args", Builtin.tuple_type, None),
+ PyrexTypes.CFuncTypeArg("kwargs", Builtin.dict_type, None),
+ ])
+
+ def _handle_any_slot__new__(self, node, function, args,
+ is_unbound_method, kwargs=None):
+ """Replace 'exttype.__new__(exttype, ...)' by a call to exttype->tp_new()
+ """
+ obj = function.obj
+ if not is_unbound_method or len(args) < 1:
+ return node
+ type_arg = args[0]
+ if not obj.is_name or not type_arg.is_name:
+ # play safe
+ return node
+ if obj.type != Builtin.type_type or type_arg.type != Builtin.type_type:
+ # not a known type, play safe
+ return node
+ if not type_arg.type_entry or not obj.type_entry:
+ if obj.name != type_arg.name:
+ return node
+ # otherwise, we know it's a type and we know it's the same
+ # type for both - that should do
+ elif type_arg.type_entry != obj.type_entry:
+ # different types - may or may not lead to an error at runtime
+ return node
+
+ args_tuple = ExprNodes.TupleNode(node.pos, args=args[1:])
+ args_tuple = args_tuple.analyse_types(
+ self.current_env(), skip_children=True)
+
+ if type_arg.type_entry:
+ ext_type = type_arg.type_entry.type
+ if (ext_type.is_extension_type and ext_type.typeobj_cname and
+ ext_type.scope.global_scope() == self.current_env().global_scope()):
+ # known type in current module
+ tp_slot = TypeSlots.ConstructorSlot("tp_new", '__new__')
+ slot_func_cname = TypeSlots.get_slot_function(ext_type.scope, tp_slot)
+ if slot_func_cname:
+ cython_scope = self.context.cython_scope
+ PyTypeObjectPtr = PyrexTypes.CPtrType(
+ cython_scope.lookup('PyTypeObject').type)
+ pyx_tp_new_kwargs_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("type", PyTypeObjectPtr, None),
+ PyrexTypes.CFuncTypeArg("args", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("kwargs", PyrexTypes.py_object_type, None),
+ ])
+
+ type_arg = ExprNodes.CastNode(type_arg, PyTypeObjectPtr)
+ if not kwargs:
+ kwargs = ExprNodes.NullNode(node.pos, type=PyrexTypes.py_object_type) # hack?
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, slot_func_cname,
+ pyx_tp_new_kwargs_func_type,
+ args=[type_arg, args_tuple, kwargs],
+ is_temp=True)
+ else:
+ # arbitrary variable, needs a None check for safety
+ type_arg = type_arg.as_none_safe_node(
+ "object.__new__(X): X is not a type object (NoneType)")
+
+ utility_code = UtilityCode.load_cached('tp_new', 'ObjectHandling.c')
+ if kwargs:
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_tp_new_kwargs", self.Pyx_tp_new_kwargs_func_type,
+ args=[type_arg, args_tuple, kwargs],
+ utility_code=utility_code,
+ is_temp=node.is_temp
+ )
+ else:
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_tp_new", self.Pyx_tp_new_func_type,
+ args=[type_arg, args_tuple],
+ utility_code=utility_code,
+ is_temp=node.is_temp
+ )
+
+ ### methods of builtin types
+
+ PyObject_Append_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_returncode_type, [
+ PyrexTypes.CFuncTypeArg("list", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("item", PyrexTypes.py_object_type, None),
+ ],
+ exception_value="-1")
+
+ def _handle_simple_method_object_append(self, node, function, args, is_unbound_method):
+ """Optimistic optimisation as X.append() is almost always
+ referring to a list.
+ """
+ if len(args) != 2 or node.result_is_used:
+ return node
+
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_PyObject_Append", self.PyObject_Append_func_type,
+ args=args,
+ may_return_none=False,
+ is_temp=node.is_temp,
+ result_is_used=False,
+ utility_code=load_c_utility('append')
+ )
+
+ PyByteArray_Append_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_returncode_type, [
+ PyrexTypes.CFuncTypeArg("bytearray", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("value", PyrexTypes.c_int_type, None),
+ ],
+ exception_value="-1")
+
+ PyByteArray_AppendObject_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_returncode_type, [
+ PyrexTypes.CFuncTypeArg("bytearray", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("value", PyrexTypes.py_object_type, None),
+ ],
+ exception_value="-1")
+
+ def _handle_simple_method_bytearray_append(self, node, function, args, is_unbound_method):
+ if len(args) != 2:
+ return node
+ func_name = "__Pyx_PyByteArray_Append"
+ func_type = self.PyByteArray_Append_func_type
+
+ value = unwrap_coerced_node(args[1])
+ if value.type.is_int or isinstance(value, ExprNodes.IntNode):
+ value = value.coerce_to(PyrexTypes.c_int_type, self.current_env())
+ utility_code = UtilityCode.load_cached("ByteArrayAppend", "StringTools.c")
+ elif value.is_string_literal:
+ if not value.can_coerce_to_char_literal():
+ return node
+ value = value.coerce_to(PyrexTypes.c_char_type, self.current_env())
+ utility_code = UtilityCode.load_cached("ByteArrayAppend", "StringTools.c")
+ elif value.type.is_pyobject:
+ func_name = "__Pyx_PyByteArray_AppendObject"
+ func_type = self.PyByteArray_AppendObject_func_type
+ utility_code = UtilityCode.load_cached("ByteArrayAppendObject", "StringTools.c")
+ else:
+ return node
+
+ new_node = ExprNodes.PythonCapiCallNode(
+ node.pos, func_name, func_type,
+ args=[args[0], value],
+ may_return_none=False,
+ is_temp=node.is_temp,
+ utility_code=utility_code,
+ )
+ if node.result_is_used:
+ new_node = new_node.coerce_to(node.type, self.current_env())
+ return new_node
+
+ PyObject_Pop_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("list", PyrexTypes.py_object_type, None),
+ ])
+
+ PyObject_PopIndex_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("list", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("index", PyrexTypes.c_long_type, None),
+ ])
+
+ def _handle_simple_method_list_pop(self, node, function, args, is_unbound_method):
+ return self._handle_simple_method_object_pop(
+ node, function, args, is_unbound_method, is_list=True)
+
+ def _handle_simple_method_object_pop(self, node, function, args, is_unbound_method, is_list=False):
+ """Optimistic optimisation as X.pop([n]) is almost always
+ referring to a list.
+ """
+ if not args:
+ return node
+ args = args[:]
+ if is_list:
+ type_name = 'List'
+ args[0] = args[0].as_none_safe_node(
+ "'NoneType' object has no attribute '%s'",
+ error="PyExc_AttributeError",
+ format_args=['pop'])
+ else:
+ type_name = 'Object'
+ if len(args) == 1:
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_Py%s_Pop" % type_name,
+ self.PyObject_Pop_func_type,
+ args=args,
+ may_return_none=True,
+ is_temp=node.is_temp,
+ utility_code=load_c_utility('pop'),
+ )
+ elif len(args) == 2:
+ index = unwrap_coerced_node(args[1])
+ if is_list or isinstance(index, ExprNodes.IntNode):
+ index = index.coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+ if index.type.is_int:
+ widest = PyrexTypes.widest_numeric_type(
+ index.type, PyrexTypes.c_py_ssize_t_type)
+ if widest == PyrexTypes.c_py_ssize_t_type:
+ args[1] = index
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, "__Pyx_Py%s_PopIndex" % type_name,
+ self.PyObject_PopIndex_func_type,
+ args=args,
+ may_return_none=True,
+ is_temp=node.is_temp,
+ utility_code=load_c_utility("pop_index"),
+ )
+
+ return node
+
+ single_param_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_returncode_type, [
+ PyrexTypes.CFuncTypeArg("obj", PyrexTypes.py_object_type, None),
+ ],
+ exception_value = "-1")
+
+ def _handle_simple_method_list_sort(self, node, function, args, is_unbound_method):
+ """Call PyList_Sort() instead of the 0-argument l.sort().
+ """
+ if len(args) != 1:
+ return node
+ return self._substitute_method_call(
+ node, function, "PyList_Sort", self.single_param_func_type,
+ 'sort', is_unbound_method, args).coerce_to(node.type, self.current_env)
+
+ Pyx_PyDict_GetItem_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("dict", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("key", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("default", PyrexTypes.py_object_type, None),
+ ])
+
+ def _handle_simple_method_dict_get(self, node, function, args, is_unbound_method):
+ """Replace dict.get() by a call to PyDict_GetItem().
+ """
+ if len(args) == 2:
+ args.append(ExprNodes.NoneNode(node.pos))
+ elif len(args) != 3:
+ self._error_wrong_arg_count('dict.get', node, args, "2 or 3")
+ return node
+
+ return self._substitute_method_call(
+ node, function,
+ "__Pyx_PyDict_GetItemDefault", self.Pyx_PyDict_GetItem_func_type,
+ 'get', is_unbound_method, args,
+ may_return_none = True,
+ utility_code = load_c_utility("dict_getitem_default"))
+
+ Pyx_PyDict_SetDefault_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.py_object_type, [
+ PyrexTypes.CFuncTypeArg("dict", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("key", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("default", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("is_safe_type", PyrexTypes.c_int_type, None),
+ ])
+
+ def _handle_simple_method_dict_setdefault(self, node, function, args, is_unbound_method):
+ """Replace dict.setdefault() by calls to PyDict_GetItem() and PyDict_SetItem().
+ """
+ if len(args) == 2:
+ args.append(ExprNodes.NoneNode(node.pos))
+ elif len(args) != 3:
+ self._error_wrong_arg_count('dict.setdefault', node, args, "2 or 3")
+ return node
+ key_type = args[1].type
+ if key_type.is_builtin_type:
+ is_safe_type = int(key_type.name in
+ 'str bytes unicode float int long bool')
+ elif key_type is PyrexTypes.py_object_type:
+ is_safe_type = -1 # don't know
+ else:
+ is_safe_type = 0 # definitely not
+ args.append(ExprNodes.IntNode(
+ node.pos, value=str(is_safe_type), constant_result=is_safe_type))
+
+ return self._substitute_method_call(
+ node, function,
+ "__Pyx_PyDict_SetDefault", self.Pyx_PyDict_SetDefault_func_type,
+ 'setdefault', is_unbound_method, args,
+ may_return_none=True,
+ utility_code=load_c_utility('dict_setdefault'))
+
+
+ ### unicode type methods
+
+ PyUnicode_uchar_predicate_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_bint_type, [
+ PyrexTypes.CFuncTypeArg("uchar", PyrexTypes.c_py_ucs4_type, None),
+ ])
+
+ def _inject_unicode_predicate(self, node, function, args, is_unbound_method):
+ if is_unbound_method or len(args) != 1:
+ return node
+ ustring = args[0]
+ if not isinstance(ustring, ExprNodes.CoerceToPyTypeNode) or \
+ not ustring.arg.type.is_unicode_char:
+ return node
+ uchar = ustring.arg
+ method_name = function.attribute
+ if method_name == 'istitle':
+ # istitle() doesn't directly map to Py_UNICODE_ISTITLE()
+ utility_code = UtilityCode.load_cached(
+ "py_unicode_istitle", "StringTools.c")
+ function_name = '__Pyx_Py_UNICODE_ISTITLE'
+ else:
+ utility_code = None
+ function_name = 'Py_UNICODE_%s' % method_name.upper()
+ func_call = self._substitute_method_call(
+ node, function,
+ function_name, self.PyUnicode_uchar_predicate_func_type,
+ method_name, is_unbound_method, [uchar],
+ utility_code = utility_code)
+ if node.type.is_pyobject:
+ func_call = func_call.coerce_to_pyobject(self.current_env)
+ return func_call
+
+ _handle_simple_method_unicode_isalnum = _inject_unicode_predicate
+ _handle_simple_method_unicode_isalpha = _inject_unicode_predicate
+ _handle_simple_method_unicode_isdecimal = _inject_unicode_predicate
+ _handle_simple_method_unicode_isdigit = _inject_unicode_predicate
+ _handle_simple_method_unicode_islower = _inject_unicode_predicate
+ _handle_simple_method_unicode_isnumeric = _inject_unicode_predicate
+ _handle_simple_method_unicode_isspace = _inject_unicode_predicate
+ _handle_simple_method_unicode_istitle = _inject_unicode_predicate
+ _handle_simple_method_unicode_isupper = _inject_unicode_predicate
+
+ PyUnicode_uchar_conversion_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ucs4_type, [
+ PyrexTypes.CFuncTypeArg("uchar", PyrexTypes.c_py_ucs4_type, None),
+ ])
+
+ def _inject_unicode_character_conversion(self, node, function, args, is_unbound_method):
+ if is_unbound_method or len(args) != 1:
+ return node
+ ustring = args[0]
+ if not isinstance(ustring, ExprNodes.CoerceToPyTypeNode) or \
+ not ustring.arg.type.is_unicode_char:
+ return node
+ uchar = ustring.arg
+ method_name = function.attribute
+ function_name = 'Py_UNICODE_TO%s' % method_name.upper()
+ func_call = self._substitute_method_call(
+ node, function,
+ function_name, self.PyUnicode_uchar_conversion_func_type,
+ method_name, is_unbound_method, [uchar])
+ if node.type.is_pyobject:
+ func_call = func_call.coerce_to_pyobject(self.current_env)
+ return func_call
+
+ _handle_simple_method_unicode_lower = _inject_unicode_character_conversion
+ _handle_simple_method_unicode_upper = _inject_unicode_character_conversion
+ _handle_simple_method_unicode_title = _inject_unicode_character_conversion
+
+ PyUnicode_Splitlines_func_type = PyrexTypes.CFuncType(
+ Builtin.list_type, [
+ PyrexTypes.CFuncTypeArg("str", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("keepends", PyrexTypes.c_bint_type, None),
+ ])
+
+ def _handle_simple_method_unicode_splitlines(self, node, function, args, is_unbound_method):
+ """Replace unicode.splitlines(...) by a direct call to the
+ corresponding C-API function.
+ """
+ if len(args) not in (1,2):
+ self._error_wrong_arg_count('unicode.splitlines', node, args, "1 or 2")
+ return node
+ self._inject_bint_default_argument(node, args, 1, False)
+
+ return self._substitute_method_call(
+ node, function,
+ "PyUnicode_Splitlines", self.PyUnicode_Splitlines_func_type,
+ 'splitlines', is_unbound_method, args)
+
+ PyUnicode_Split_func_type = PyrexTypes.CFuncType(
+ Builtin.list_type, [
+ PyrexTypes.CFuncTypeArg("str", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("sep", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("maxsplit", PyrexTypes.c_py_ssize_t_type, None),
+ ]
+ )
+
+ def _handle_simple_method_unicode_split(self, node, function, args, is_unbound_method):
+ """Replace unicode.split(...) by a direct call to the
+ corresponding C-API function.
+ """
+ if len(args) not in (1,2,3):
+ self._error_wrong_arg_count('unicode.split', node, args, "1-3")
+ return node
+ if len(args) < 2:
+ args.append(ExprNodes.NullNode(node.pos))
+ self._inject_int_default_argument(
+ node, args, 2, PyrexTypes.c_py_ssize_t_type, "-1")
+
+ return self._substitute_method_call(
+ node, function,
+ "PyUnicode_Split", self.PyUnicode_Split_func_type,
+ 'split', is_unbound_method, args)
+
+ PyString_Tailmatch_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_bint_type, [
+ PyrexTypes.CFuncTypeArg("str", PyrexTypes.py_object_type, None), # bytes/str/unicode
+ PyrexTypes.CFuncTypeArg("substring", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("end", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("direction", PyrexTypes.c_int_type, None),
+ ],
+ exception_value = '-1')
+
+ def _handle_simple_method_unicode_endswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'unicode', 'endswith',
+ unicode_tailmatch_utility_code, +1)
+
+ def _handle_simple_method_unicode_startswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'unicode', 'startswith',
+ unicode_tailmatch_utility_code, -1)
+
+ def _inject_tailmatch(self, node, function, args, is_unbound_method, type_name,
+ method_name, utility_code, direction):
+ """Replace unicode.startswith(...) and unicode.endswith(...)
+ by a direct call to the corresponding C-API function.
+ """
+ if len(args) not in (2,3,4):
+ self._error_wrong_arg_count('%s.%s' % (type_name, method_name), node, args, "2-4")
+ return node
+ self._inject_int_default_argument(
+ node, args, 2, PyrexTypes.c_py_ssize_t_type, "0")
+ self._inject_int_default_argument(
+ node, args, 3, PyrexTypes.c_py_ssize_t_type, "PY_SSIZE_T_MAX")
+ args.append(ExprNodes.IntNode(
+ node.pos, value=str(direction), type=PyrexTypes.c_int_type))
+
+ method_call = self._substitute_method_call(
+ node, function,
+ "__Pyx_Py%s_Tailmatch" % type_name.capitalize(),
+ self.PyString_Tailmatch_func_type,
+ method_name, is_unbound_method, args,
+ utility_code = utility_code)
+ return method_call.coerce_to(Builtin.bool_type, self.current_env())
+
+ PyUnicode_Find_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ssize_t_type, [
+ PyrexTypes.CFuncTypeArg("str", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("substring", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("end", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("direction", PyrexTypes.c_int_type, None),
+ ],
+ exception_value = '-2')
+
+ def _handle_simple_method_unicode_find(self, node, function, args, is_unbound_method):
+ return self._inject_unicode_find(
+ node, function, args, is_unbound_method, 'find', +1)
+
+ def _handle_simple_method_unicode_rfind(self, node, function, args, is_unbound_method):
+ return self._inject_unicode_find(
+ node, function, args, is_unbound_method, 'rfind', -1)
+
+ def _inject_unicode_find(self, node, function, args, is_unbound_method,
+ method_name, direction):
+ """Replace unicode.find(...) and unicode.rfind(...) by a
+ direct call to the corresponding C-API function.
+ """
+ if len(args) not in (2,3,4):
+ self._error_wrong_arg_count('unicode.%s' % method_name, node, args, "2-4")
+ return node
+ self._inject_int_default_argument(
+ node, args, 2, PyrexTypes.c_py_ssize_t_type, "0")
+ self._inject_int_default_argument(
+ node, args, 3, PyrexTypes.c_py_ssize_t_type, "PY_SSIZE_T_MAX")
+ args.append(ExprNodes.IntNode(
+ node.pos, value=str(direction), type=PyrexTypes.c_int_type))
+
+ method_call = self._substitute_method_call(
+ node, function, "PyUnicode_Find", self.PyUnicode_Find_func_type,
+ method_name, is_unbound_method, args)
+ return method_call.coerce_to_pyobject(self.current_env())
+
+ PyUnicode_Count_func_type = PyrexTypes.CFuncType(
+ PyrexTypes.c_py_ssize_t_type, [
+ PyrexTypes.CFuncTypeArg("str", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("substring", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("end", PyrexTypes.c_py_ssize_t_type, None),
+ ],
+ exception_value = '-1')
+
+ def _handle_simple_method_unicode_count(self, node, function, args, is_unbound_method):
+ """Replace unicode.count(...) by a direct call to the
+ corresponding C-API function.
+ """
+ if len(args) not in (2,3,4):
+ self._error_wrong_arg_count('unicode.count', node, args, "2-4")
+ return node
+ self._inject_int_default_argument(
+ node, args, 2, PyrexTypes.c_py_ssize_t_type, "0")
+ self._inject_int_default_argument(
+ node, args, 3, PyrexTypes.c_py_ssize_t_type, "PY_SSIZE_T_MAX")
+
+ method_call = self._substitute_method_call(
+ node, function, "PyUnicode_Count", self.PyUnicode_Count_func_type,
+ 'count', is_unbound_method, args)
+ return method_call.coerce_to_pyobject(self.current_env())
+
+ PyUnicode_Replace_func_type = PyrexTypes.CFuncType(
+ Builtin.unicode_type, [
+ PyrexTypes.CFuncTypeArg("str", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("substring", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("replstr", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("maxcount", PyrexTypes.c_py_ssize_t_type, None),
+ ])
+
+ def _handle_simple_method_unicode_replace(self, node, function, args, is_unbound_method):
+ """Replace unicode.replace(...) by a direct call to the
+ corresponding C-API function.
+ """
+ if len(args) not in (3,4):
+ self._error_wrong_arg_count('unicode.replace', node, args, "3-4")
+ return node
+ self._inject_int_default_argument(
+ node, args, 3, PyrexTypes.c_py_ssize_t_type, "-1")
+
+ return self._substitute_method_call(
+ node, function, "PyUnicode_Replace", self.PyUnicode_Replace_func_type,
+ 'replace', is_unbound_method, args)
+
+ PyUnicode_AsEncodedString_func_type = PyrexTypes.CFuncType(
+ Builtin.bytes_type, [
+ PyrexTypes.CFuncTypeArg("obj", Builtin.unicode_type, None),
+ PyrexTypes.CFuncTypeArg("encoding", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("errors", PyrexTypes.c_char_ptr_type, None),
+ ])
+
+ PyUnicode_AsXyzString_func_type = PyrexTypes.CFuncType(
+ Builtin.bytes_type, [
+ PyrexTypes.CFuncTypeArg("obj", Builtin.unicode_type, None),
+ ])
+
+ _special_encodings = ['UTF8', 'UTF16', 'Latin1', 'ASCII',
+ 'unicode_escape', 'raw_unicode_escape']
+
+ _special_codecs = [ (name, codecs.getencoder(name))
+ for name in _special_encodings ]
+
+ def _handle_simple_method_unicode_encode(self, node, function, args, is_unbound_method):
+ """Replace unicode.encode(...) by a direct C-API call to the
+ corresponding codec.
+ """
+ if len(args) < 1 or len(args) > 3:
+ self._error_wrong_arg_count('unicode.encode', node, args, '1-3')
+ return node
+
+ string_node = args[0]
+
+ if len(args) == 1:
+ null_node = ExprNodes.NullNode(node.pos)
+ return self._substitute_method_call(
+ node, function, "PyUnicode_AsEncodedString",
+ self.PyUnicode_AsEncodedString_func_type,
+ 'encode', is_unbound_method, [string_node, null_node, null_node])
+
+ parameters = self._unpack_encoding_and_error_mode(node.pos, args)
+ if parameters is None:
+ return node
+ encoding, encoding_node, error_handling, error_handling_node = parameters
+
+ if encoding and isinstance(string_node, ExprNodes.UnicodeNode):
+ # constant, so try to do the encoding at compile time
+ try:
+ value = string_node.value.encode(encoding, error_handling)
+ except:
+ # well, looks like we can't
+ pass
+ else:
+ value = BytesLiteral(value)
+ value.encoding = encoding
+ return ExprNodes.BytesNode(
+ string_node.pos, value=value, type=Builtin.bytes_type)
+
+ if encoding and error_handling == 'strict':
+ # try to find a specific encoder function
+ codec_name = self._find_special_codec_name(encoding)
+ if codec_name is not None:
+ encode_function = "PyUnicode_As%sString" % codec_name
+ return self._substitute_method_call(
+ node, function, encode_function,
+ self.PyUnicode_AsXyzString_func_type,
+ 'encode', is_unbound_method, [string_node])
+
+ return self._substitute_method_call(
+ node, function, "PyUnicode_AsEncodedString",
+ self.PyUnicode_AsEncodedString_func_type,
+ 'encode', is_unbound_method,
+ [string_node, encoding_node, error_handling_node])
+
+ PyUnicode_DecodeXyz_func_ptr_type = PyrexTypes.CPtrType(PyrexTypes.CFuncType(
+ Builtin.unicode_type, [
+ PyrexTypes.CFuncTypeArg("string", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("size", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("errors", PyrexTypes.c_char_ptr_type, None),
+ ]))
+
+ _decode_c_string_func_type = PyrexTypes.CFuncType(
+ Builtin.unicode_type, [
+ PyrexTypes.CFuncTypeArg("string", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("stop", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("encoding", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("errors", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("decode_func", PyUnicode_DecodeXyz_func_ptr_type, None),
+ ])
+
+ _decode_bytes_func_type = PyrexTypes.CFuncType(
+ Builtin.unicode_type, [
+ PyrexTypes.CFuncTypeArg("string", PyrexTypes.py_object_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("stop", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("encoding", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("errors", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("decode_func", PyUnicode_DecodeXyz_func_ptr_type, None),
+ ])
+
+ _decode_cpp_string_func_type = None # lazy init
+
+ def _handle_simple_method_bytes_decode(self, node, function, args, is_unbound_method):
+ """Replace char*.decode() by a direct C-API call to the
+ corresponding codec, possibly resolving a slice on the char*.
+ """
+ if not (1 <= len(args) <= 3):
+ self._error_wrong_arg_count('bytes.decode', node, args, '1-3')
+ return node
+
+ # normalise input nodes
+ string_node = args[0]
+ start = stop = None
+ if isinstance(string_node, ExprNodes.SliceIndexNode):
+ index_node = string_node
+ string_node = index_node.base
+ start, stop = index_node.start, index_node.stop
+ if not start or start.constant_result == 0:
+ start = None
+ if isinstance(string_node, ExprNodes.CoerceToPyTypeNode):
+ string_node = string_node.arg
+
+ string_type = string_node.type
+ if string_type in (Builtin.bytes_type, Builtin.bytearray_type):
+ if is_unbound_method:
+ string_node = string_node.as_none_safe_node(
+ "descriptor '%s' requires a '%s' object but received a 'NoneType'",
+ format_args=['decode', string_type.name])
+ else:
+ string_node = string_node.as_none_safe_node(
+ "'NoneType' object has no attribute '%s'",
+ error="PyExc_AttributeError",
+ format_args=['decode'])
+ elif not string_type.is_string and not string_type.is_cpp_string:
+ # nothing to optimise here
+ return node
+
+ parameters = self._unpack_encoding_and_error_mode(node.pos, args)
+ if parameters is None:
+ return node
+ encoding, encoding_node, error_handling, error_handling_node = parameters
+
+ if not start:
+ start = ExprNodes.IntNode(node.pos, value='0', constant_result=0)
+ elif not start.type.is_int:
+ start = start.coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+ if stop and not stop.type.is_int:
+ stop = stop.coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+
+ # try to find a specific encoder function
+ codec_name = None
+ if encoding is not None:
+ codec_name = self._find_special_codec_name(encoding)
+ if codec_name is not None:
+ decode_function = ExprNodes.RawCNameExprNode(
+ node.pos, type=self.PyUnicode_DecodeXyz_func_ptr_type,
+ cname="PyUnicode_Decode%s" % codec_name)
+ encoding_node = ExprNodes.NullNode(node.pos)
+ else:
+ decode_function = ExprNodes.NullNode(node.pos)
+
+ # build the helper function call
+ temps = []
+ if string_type.is_string:
+ # C string
+ if not stop:
+ # use strlen() to find the string length, just as CPython would
+ if not string_node.is_name:
+ string_node = UtilNodes.LetRefNode(string_node) # used twice
+ temps.append(string_node)
+ stop = ExprNodes.PythonCapiCallNode(
+ string_node.pos, "strlen", self.Pyx_strlen_func_type,
+ args=[string_node],
+ is_temp=False,
+ utility_code=UtilityCode.load_cached("IncludeStringH", "StringTools.c"),
+ ).coerce_to(PyrexTypes.c_py_ssize_t_type, self.current_env())
+ helper_func_type = self._decode_c_string_func_type
+ utility_code_name = 'decode_c_string'
+ elif string_type.is_cpp_string:
+ # C++ std::string
+ if not stop:
+ stop = ExprNodes.IntNode(node.pos, value='PY_SSIZE_T_MAX',
+ constant_result=ExprNodes.not_a_constant)
+ if self._decode_cpp_string_func_type is None:
+ # lazy init to reuse the C++ string type
+ self._decode_cpp_string_func_type = PyrexTypes.CFuncType(
+ Builtin.unicode_type, [
+ PyrexTypes.CFuncTypeArg("string", string_type, None),
+ PyrexTypes.CFuncTypeArg("start", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("stop", PyrexTypes.c_py_ssize_t_type, None),
+ PyrexTypes.CFuncTypeArg("encoding", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("errors", PyrexTypes.c_char_ptr_type, None),
+ PyrexTypes.CFuncTypeArg("decode_func", self.PyUnicode_DecodeXyz_func_ptr_type, None),
+ ])
+ helper_func_type = self._decode_cpp_string_func_type
+ utility_code_name = 'decode_cpp_string'
+ else:
+ # Python bytes/bytearray object
+ if not stop:
+ stop = ExprNodes.IntNode(node.pos, value='PY_SSIZE_T_MAX',
+ constant_result=ExprNodes.not_a_constant)
+ helper_func_type = self._decode_bytes_func_type
+ if string_type is Builtin.bytes_type:
+ utility_code_name = 'decode_bytes'
+ else:
+ utility_code_name = 'decode_bytearray'
+
+ node = ExprNodes.PythonCapiCallNode(
+ node.pos, '__Pyx_%s' % utility_code_name, helper_func_type,
+ args=[string_node, start, stop, encoding_node, error_handling_node, decode_function],
+ is_temp=node.is_temp,
+ utility_code=UtilityCode.load_cached(utility_code_name, 'StringTools.c'),
+ )
+
+ for temp in temps[::-1]:
+ node = UtilNodes.EvalWithTempExprNode(temp, node)
+ return node
+
+ _handle_simple_method_bytearray_decode = _handle_simple_method_bytes_decode
+
+ def _find_special_codec_name(self, encoding):
+ try:
+ requested_codec = codecs.getencoder(encoding)
+ except LookupError:
+ return None
+ for name, codec in self._special_codecs:
+ if codec == requested_codec:
+ if '_' in name:
+ name = ''.join([s.capitalize()
+ for s in name.split('_')])
+ return name
+ return None
+
+ def _unpack_encoding_and_error_mode(self, pos, args):
+ null_node = ExprNodes.NullNode(pos)
+
+ if len(args) >= 2:
+ encoding, encoding_node = self._unpack_string_and_cstring_node(args[1])
+ if encoding_node is None:
+ return None
+ else:
+ encoding = None
+ encoding_node = null_node
+
+ if len(args) == 3:
+ error_handling, error_handling_node = self._unpack_string_and_cstring_node(args[2])
+ if error_handling_node is None:
+ return None
+ if error_handling == 'strict':
+ error_handling_node = null_node
+ else:
+ error_handling = 'strict'
+ error_handling_node = null_node
+
+ return (encoding, encoding_node, error_handling, error_handling_node)
+
+ def _unpack_string_and_cstring_node(self, node):
+ if isinstance(node, ExprNodes.CoerceToPyTypeNode):
+ node = node.arg
+ if isinstance(node, ExprNodes.UnicodeNode):
+ encoding = node.value
+ node = ExprNodes.BytesNode(
+ node.pos, value=BytesLiteral(encoding.utf8encode()),
+ type=PyrexTypes.c_char_ptr_type)
+ elif isinstance(node, (ExprNodes.StringNode, ExprNodes.BytesNode)):
+ encoding = node.value.decode('ISO-8859-1')
+ node = ExprNodes.BytesNode(
+ node.pos, value=node.value, type=PyrexTypes.c_char_ptr_type)
+ elif node.type is Builtin.bytes_type:
+ encoding = None
+ node = node.coerce_to(PyrexTypes.c_char_ptr_type, self.current_env())
+ elif node.type.is_string:
+ encoding = None
+ else:
+ encoding = node = None
+ return encoding, node
+
+ def _handle_simple_method_str_endswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'str', 'endswith',
+ str_tailmatch_utility_code, +1)
+
+ def _handle_simple_method_str_startswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'str', 'startswith',
+ str_tailmatch_utility_code, -1)
+
+ def _handle_simple_method_bytes_endswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'bytes', 'endswith',
+ bytes_tailmatch_utility_code, +1)
+
+ def _handle_simple_method_bytes_startswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'bytes', 'startswith',
+ bytes_tailmatch_utility_code, -1)
+
+ ''' # disabled for now, enable when we consider it worth it (see StringTools.c)
+ def _handle_simple_method_bytearray_endswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'bytearray', 'endswith',
+ bytes_tailmatch_utility_code, +1)
+
+ def _handle_simple_method_bytearray_startswith(self, node, function, args, is_unbound_method):
+ return self._inject_tailmatch(
+ node, function, args, is_unbound_method, 'bytearray', 'startswith',
+ bytes_tailmatch_utility_code, -1)
+ '''
+
+ ### helpers
+
+ def _substitute_method_call(self, node, function, name, func_type,
+ attr_name, is_unbound_method, args=(),
+ utility_code=None, is_temp=None,
+ may_return_none=ExprNodes.PythonCapiCallNode.may_return_none):
+ args = list(args)
+ if args and not args[0].is_literal:
+ self_arg = args[0]
+ if is_unbound_method:
+ self_arg = self_arg.as_none_safe_node(
+ "descriptor '%s' requires a '%s' object but received a 'NoneType'",
+ format_args=[attr_name, function.obj.name])
+ else:
+ self_arg = self_arg.as_none_safe_node(
+ "'NoneType' object has no attribute '%s'",
+ error = "PyExc_AttributeError",
+ format_args = [attr_name])
+ args[0] = self_arg
+ if is_temp is None:
+ is_temp = node.is_temp
+ return ExprNodes.PythonCapiCallNode(
+ node.pos, name, func_type,
+ args = args,
+ is_temp = is_temp,
+ utility_code = utility_code,
+ may_return_none = may_return_none,
+ result_is_used = node.result_is_used,
+ )
+
+ def _inject_int_default_argument(self, node, args, arg_index, type, default_value):
+ assert len(args) >= arg_index
+ if len(args) == arg_index:
+ args.append(ExprNodes.IntNode(node.pos, value=str(default_value),
+ type=type, constant_result=default_value))
+ else:
+ args[arg_index] = args[arg_index].coerce_to(type, self.current_env())
+
+ def _inject_bint_default_argument(self, node, args, arg_index, default_value):
+ assert len(args) >= arg_index
+ if len(args) == arg_index:
+ default_value = bool(default_value)
+ args.append(ExprNodes.BoolNode(node.pos, value=default_value,
+ constant_result=default_value))
+ else:
+ args[arg_index] = args[arg_index].coerce_to_boolean(self.current_env())
+
+
+unicode_tailmatch_utility_code = UtilityCode.load_cached('unicode_tailmatch', 'StringTools.c')
+bytes_tailmatch_utility_code = UtilityCode.load_cached('bytes_tailmatch', 'StringTools.c')
+str_tailmatch_utility_code = UtilityCode.load_cached('str_tailmatch', 'StringTools.c')
+
+
+class ConstantFolding(Visitor.VisitorTransform, SkipDeclarations):
+ """Calculate the result of constant expressions to store it in
+ ``expr_node.constant_result``, and replace trivial cases by their
+ constant result.
+
+ General rules:
+
+ - We calculate float constants to make them available to the
+ compiler, but we do not aggregate them into a single literal
+ node to prevent any loss of precision.
+
+ - We recursively calculate constants from non-literal nodes to
+ make them available to the compiler, but we only aggregate
+ literal nodes at each step. Non-literal nodes are never merged
+ into a single node.
+ """
+
+ def __init__(self, reevaluate=False):
+ """
+ The reevaluate argument specifies whether constant values that were
+ previously computed should be recomputed.
+ """
+ super(ConstantFolding, self).__init__()
+ self.reevaluate = reevaluate
+
+ def _calculate_const(self, node):
+ if (not self.reevaluate and
+ node.constant_result is not ExprNodes.constant_value_not_set):
+ return
+
+ # make sure we always set the value
+ not_a_constant = ExprNodes.not_a_constant
+ node.constant_result = not_a_constant
+
+ # check if all children are constant
+ children = self.visitchildren(node)
+ for child_result in children.values():
+ if type(child_result) is list:
+ for child in child_result:
+ if getattr(child, 'constant_result', not_a_constant) is not_a_constant:
+ return
+ elif getattr(child_result, 'constant_result', not_a_constant) is not_a_constant:
+ return
+
+ # now try to calculate the real constant value
+ try:
+ node.calculate_constant_result()
+# if node.constant_result is not ExprNodes.not_a_constant:
+# print node.__class__.__name__, node.constant_result
+ except (ValueError, TypeError, KeyError, IndexError, AttributeError, ArithmeticError):
+ # ignore all 'normal' errors here => no constant result
+ pass
+ except Exception:
+ # this looks like a real error
+ import traceback, sys
+ traceback.print_exc(file=sys.stdout)
+
+ NODE_TYPE_ORDER = [ExprNodes.BoolNode, ExprNodes.CharNode,
+ ExprNodes.IntNode, ExprNodes.FloatNode]
+
+ def _widest_node_class(self, *nodes):
+ try:
+ return self.NODE_TYPE_ORDER[
+ max(map(self.NODE_TYPE_ORDER.index, map(type, nodes)))]
+ except ValueError:
+ return None
+
+ def _bool_node(self, node, value):
+ value = bool(value)
+ return ExprNodes.BoolNode(node.pos, value=value, constant_result=value)
+
+ def visit_ExprNode(self, node):
+ self._calculate_const(node)
+ return node
+
+ def visit_UnopNode(self, node):
+ self._calculate_const(node)
+ if not node.has_constant_result():
+ if node.operator == '!':
+ return self._handle_NotNode(node)
+ return node
+ if not node.operand.is_literal:
+ return node
+ if node.operator == '!':
+ return self._bool_node(node, node.constant_result)
+ elif isinstance(node.operand, ExprNodes.BoolNode):
+ return ExprNodes.IntNode(node.pos, value=str(int(node.constant_result)),
+ type=PyrexTypes.c_int_type,
+ constant_result=int(node.constant_result))
+ elif node.operator == '+':
+ return self._handle_UnaryPlusNode(node)
+ elif node.operator == '-':
+ return self._handle_UnaryMinusNode(node)
+ return node
+
+ _negate_operator = {
+ 'in': 'not_in',
+ 'not_in': 'in',
+ 'is': 'is_not',
+ 'is_not': 'is'
+ }.get
+
+ def _handle_NotNode(self, node):
+ operand = node.operand
+ if isinstance(operand, ExprNodes.PrimaryCmpNode):
+ operator = self._negate_operator(operand.operator)
+ if operator:
+ node = copy.copy(operand)
+ node.operator = operator
+ node = self.visit_PrimaryCmpNode(node)
+ return node
+
+ def _handle_UnaryMinusNode(self, node):
+ def _negate(value):
+ if value.startswith('-'):
+ value = value[1:]
+ else:
+ value = '-' + value
+ return value
+
+ node_type = node.operand.type
+ if isinstance(node.operand, ExprNodes.FloatNode):
+ # this is a safe operation
+ return ExprNodes.FloatNode(node.pos, value=_negate(node.operand.value),
+ type=node_type,
+ constant_result=node.constant_result)
+ if node_type.is_int and node_type.signed or \
+ isinstance(node.operand, ExprNodes.IntNode) and node_type.is_pyobject:
+ return ExprNodes.IntNode(node.pos, value=_negate(node.operand.value),
+ type=node_type,
+ longness=node.operand.longness,
+ constant_result=node.constant_result)
+ return node
+
+ def _handle_UnaryPlusNode(self, node):
+ if (node.operand.has_constant_result() and
+ node.constant_result == node.operand.constant_result):
+ return node.operand
+ return node
+
+ def visit_BoolBinopNode(self, node):
+ self._calculate_const(node)
+ if not node.operand1.has_constant_result():
+ return node
+ if node.operand1.constant_result:
+ if node.operator == 'and':
+ return node.operand2
+ else:
+ return node.operand1
+ else:
+ if node.operator == 'and':
+ return node.operand1
+ else:
+ return node.operand2
+
+ def visit_BinopNode(self, node):
+ self._calculate_const(node)
+ if node.constant_result is ExprNodes.not_a_constant:
+ return node
+ if isinstance(node.constant_result, float):
+ return node
+ operand1, operand2 = node.operand1, node.operand2
+ if not operand1.is_literal or not operand2.is_literal:
+ return node
+
+ # now inject a new constant node with the calculated value
+ try:
+ type1, type2 = operand1.type, operand2.type
+ if type1 is None or type2 is None:
+ return node
+ except AttributeError:
+ return node
+
+ if type1.is_numeric and type2.is_numeric:
+ widest_type = PyrexTypes.widest_numeric_type(type1, type2)
+ else:
+ widest_type = PyrexTypes.py_object_type
+
+ target_class = self._widest_node_class(operand1, operand2)
+ if target_class is None:
+ return node
+ elif target_class is ExprNodes.BoolNode and node.operator in '+-//<<%**>>':
+ # C arithmetic results in at least an int type
+ target_class = ExprNodes.IntNode
+ elif target_class is ExprNodes.CharNode and node.operator in '+-//<<%**>>&|^':
+ # C arithmetic results in at least an int type
+ target_class = ExprNodes.IntNode
+
+ if target_class is ExprNodes.IntNode:
+ unsigned = getattr(operand1, 'unsigned', '') and \
+ getattr(operand2, 'unsigned', '')
+ longness = "LL"[:max(len(getattr(operand1, 'longness', '')),
+ len(getattr(operand2, 'longness', '')))]
+ new_node = ExprNodes.IntNode(pos=node.pos,
+ unsigned=unsigned, longness=longness,
+ value=str(int(node.constant_result)),
+ constant_result=int(node.constant_result))
+ # IntNode is smart about the type it chooses, so we just
+ # make sure we were not smarter this time
+ if widest_type.is_pyobject or new_node.type.is_pyobject:
+ new_node.type = PyrexTypes.py_object_type
+ else:
+ new_node.type = PyrexTypes.widest_numeric_type(widest_type, new_node.type)
+ else:
+ if target_class is ExprNodes.BoolNode:
+ node_value = node.constant_result
+ else:
+ node_value = str(node.constant_result)
+ new_node = target_class(pos=node.pos, type = widest_type,
+ value = node_value,
+ constant_result = node.constant_result)
+ return new_node
+
+ def visit_MulNode(self, node):
+ self._calculate_const(node)
+ if node.operand1.is_sequence_constructor:
+ return self._calculate_constant_seq(node, node.operand1, node.operand2)
+ if isinstance(node.operand1, ExprNodes.IntNode) and \
+ node.operand2.is_sequence_constructor:
+ return self._calculate_constant_seq(node, node.operand2, node.operand1)
+ return self.visit_BinopNode(node)
+
+ def _calculate_constant_seq(self, node, sequence_node, factor):
+ if factor.constant_result != 1 and sequence_node.args:
+ if isinstance(factor.constant_result, (int, long)) and factor.constant_result <= 0:
+ del sequence_node.args[:]
+ sequence_node.mult_factor = None
+ elif sequence_node.mult_factor is not None:
+ if (isinstance(factor.constant_result, (int, long)) and
+ isinstance(sequence_node.mult_factor.constant_result, (int, long))):
+ value = sequence_node.mult_factor.constant_result * factor.constant_result
+ sequence_node.mult_factor = ExprNodes.IntNode(
+ sequence_node.mult_factor.pos,
+ value=str(value), constant_result=value)
+ else:
+ # don't know if we can combine the factors, so don't
+ return self.visit_BinopNode(node)
+ else:
+ sequence_node.mult_factor = factor
+ return sequence_node
+
+ def visit_PrimaryCmpNode(self, node):
+ # calculate constant partial results in the comparison cascade
+ self.visitchildren(node, ['operand1'])
+ left_node = node.operand1
+ cmp_node = node
+ while cmp_node is not None:
+ self.visitchildren(cmp_node, ['operand2'])
+ right_node = cmp_node.operand2
+ cmp_node.constant_result = not_a_constant
+ if left_node.has_constant_result() and right_node.has_constant_result():
+ try:
+ cmp_node.calculate_cascaded_constant_result(left_node.constant_result)
+ except (ValueError, TypeError, KeyError, IndexError, AttributeError, ArithmeticError):
+ pass # ignore all 'normal' errors here => no constant result
+ left_node = right_node
+ cmp_node = cmp_node.cascade
+
+ if not node.cascade:
+ if node.has_constant_result():
+ return self._bool_node(node, node.constant_result)
+ return node
+
+ # collect partial cascades: [[value, CmpNode...], [value, CmpNode, ...], ...]
+ cascades = [[node.operand1]]
+ final_false_result = []
+
+ def split_cascades(cmp_node):
+ if cmp_node.has_constant_result():
+ if not cmp_node.constant_result:
+ # False => short-circuit
+ final_false_result.append(self._bool_node(cmp_node, False))
+ return
+ else:
+ # True => discard and start new cascade
+ cascades.append([cmp_node.operand2])
+ else:
+ # not constant => append to current cascade
+ cascades[-1].append(cmp_node)
+ if cmp_node.cascade:
+ split_cascades(cmp_node.cascade)
+
+ split_cascades(node)
+
+ cmp_nodes = []
+ for cascade in cascades:
+ if len(cascade) < 2:
+ continue
+ cmp_node = cascade[1]
+ pcmp_node = ExprNodes.PrimaryCmpNode(
+ cmp_node.pos,
+ operand1=cascade[0],
+ operator=cmp_node.operator,
+ operand2=cmp_node.operand2,
+ constant_result=not_a_constant)
+ cmp_nodes.append(pcmp_node)
+
+ last_cmp_node = pcmp_node
+ for cmp_node in cascade[2:]:
+ last_cmp_node.cascade = cmp_node
+ last_cmp_node = cmp_node
+ last_cmp_node.cascade = None
+
+ if final_false_result:
+ # last cascade was constant False
+ cmp_nodes.append(final_false_result[0])
+ elif not cmp_nodes:
+ # only constants, but no False result
+ return self._bool_node(node, True)
+ node = cmp_nodes[0]
+ if len(cmp_nodes) == 1:
+ if node.has_constant_result():
+ return self._bool_node(node, node.constant_result)
+ else:
+ for cmp_node in cmp_nodes[1:]:
+ node = ExprNodes.BoolBinopNode(
+ node.pos,
+ operand1=node,
+ operator='and',
+ operand2=cmp_node,
+ constant_result=not_a_constant)
+ return node
+
+ def visit_CondExprNode(self, node):
+ self._calculate_const(node)
+ if not node.test.has_constant_result():
+ return node
+ if node.test.constant_result:
+ return node.true_val
+ else:
+ return node.false_val
+
+ def visit_IfStatNode(self, node):
+ self.visitchildren(node)
+ # eliminate dead code based on constant condition results
+ if_clauses = []
+ for if_clause in node.if_clauses:
+ condition = if_clause.condition
+ if condition.has_constant_result():
+ if condition.constant_result:
+ # always true => subsequent clauses can safely be dropped
+ node.else_clause = if_clause.body
+ break
+ # else: false => drop clause
+ else:
+ # unknown result => normal runtime evaluation
+ if_clauses.append(if_clause)
+ if if_clauses:
+ node.if_clauses = if_clauses
+ return node
+ elif node.else_clause:
+ return node.else_clause
+ else:
+ return Nodes.StatListNode(node.pos, stats=[])
+
+ def visit_SliceIndexNode(self, node):
+ self._calculate_const(node)
+ # normalise start/stop values
+ if node.start is None or node.start.constant_result is None:
+ start = node.start = None
+ else:
+ start = node.start.constant_result
+ if node.stop is None or node.stop.constant_result is None:
+ stop = node.stop = None
+ else:
+ stop = node.stop.constant_result
+ # cut down sliced constant sequences
+ if node.constant_result is not not_a_constant:
+ base = node.base
+ if base.is_sequence_constructor and base.mult_factor is None:
+ base.args = base.args[start:stop]
+ return base
+ elif base.is_string_literal:
+ base = base.as_sliced_node(start, stop)
+ if base is not None:
+ return base
+ return node
+
+ def visit_ComprehensionNode(self, node):
+ self.visitchildren(node)
+ if isinstance(node.loop, Nodes.StatListNode) and not node.loop.stats:
+ # loop was pruned already => transform into literal
+ if node.type is Builtin.list_type:
+ return ExprNodes.ListNode(
+ node.pos, args=[], constant_result=[])
+ elif node.type is Builtin.set_type:
+ return ExprNodes.SetNode(
+ node.pos, args=[], constant_result=set())
+ elif node.type is Builtin.dict_type:
+ return ExprNodes.DictNode(
+ node.pos, key_value_pairs=[], constant_result={})
+ return node
+
+ def visit_ForInStatNode(self, node):
+ self.visitchildren(node)
+ sequence = node.iterator.sequence
+ if isinstance(sequence, ExprNodes.SequenceNode):
+ if not sequence.args:
+ if node.else_clause:
+ return node.else_clause
+ else:
+ # don't break list comprehensions
+ return Nodes.StatListNode(node.pos, stats=[])
+ # iterating over a list literal? => tuples are more efficient
+ if isinstance(sequence, ExprNodes.ListNode):
+ node.iterator.sequence = sequence.as_tuple()
+ return node
+
+ def visit_WhileStatNode(self, node):
+ self.visitchildren(node)
+ if node.condition and node.condition.has_constant_result():
+ if node.condition.constant_result:
+ node.condition = None
+ node.else_clause = None
+ else:
+ return node.else_clause
+ return node
+
+ def visit_ExprStatNode(self, node):
+ self.visitchildren(node)
+ if not isinstance(node.expr, ExprNodes.ExprNode):
+ # ParallelRangeTransform does this ...
+ return node
+ # drop unused constant expressions
+ if node.expr.has_constant_result():
+ return None
+ return node
+
+ # in the future, other nodes can have their own handler method here
+ # that can replace them with a constant result node
+
+ visit_Node = Visitor.VisitorTransform.recurse_to_children
+
+
+class FinalOptimizePhase(Visitor.CythonTransform):
+ """
+ This visitor handles several commuting optimizations, and is run
+ just before the C code generation phase.
+
+ The optimizations currently implemented in this class are:
+ - eliminate None assignment and refcounting for first assignment.
+ - isinstance -> typecheck for cdef types
+ - eliminate checks for None and/or types that became redundant after tree changes
+ """
+ def visit_SingleAssignmentNode(self, node):
+ """Avoid redundant initialisation of local variables before their
+ first assignment.
+ """
+ self.visitchildren(node)
+ if node.first:
+ lhs = node.lhs
+ lhs.lhs_of_first_assignment = True
+ return node
+
+ def visit_SimpleCallNode(self, node):
+ """Replace generic calls to isinstance(x, type) by a more efficient
+ type check.
+ """
+ self.visitchildren(node)
+ if node.function.type.is_cfunction and isinstance(node.function, ExprNodes.NameNode):
+ if node.function.name == 'isinstance' and len(node.args) == 2:
+ type_arg = node.args[1]
+ if type_arg.type.is_builtin_type and type_arg.type.name == 'type':
+ cython_scope = self.context.cython_scope
+ node.function.entry = cython_scope.lookup('PyObject_TypeCheck')
+ node.function.type = node.function.entry.type
+ PyTypeObjectPtr = PyrexTypes.CPtrType(cython_scope.lookup('PyTypeObject').type)
+ node.args[1] = ExprNodes.CastNode(node.args[1], PyTypeObjectPtr)
+ return node
+
+ def visit_PyTypeTestNode(self, node):
+ """Remove tests for alternatively allowed None values from
+ type tests when we know that the argument cannot be None
+ anyway.
+ """
+ self.visitchildren(node)
+ if not node.notnone:
+ if not node.arg.may_be_none():
+ node.notnone = True
+ return node
+
+ def visit_NoneCheckNode(self, node):
+ """Remove None checks from expressions that definitely do not
+ carry a None value.
+ """
+ self.visitchildren(node)
+ if not node.arg.may_be_none():
+ return node.arg
+ return node
+
+class ConsolidateOverflowCheck(Visitor.CythonTransform):
+ """
+ This class facilitates the sharing of overflow checking among all nodes
+ of a nested arithmetic expression. For example, given the expression
+ a*b + c, where a, b, and x are all possibly overflowing ints, the entire
+ sequence will be evaluated and the overflow bit checked only at the end.
+ """
+ overflow_bit_node = None
+
+ def visit_Node(self, node):
+ if self.overflow_bit_node is not None:
+ saved = self.overflow_bit_node
+ self.overflow_bit_node = None
+ self.visitchildren(node)
+ self.overflow_bit_node = saved
+ else:
+ self.visitchildren(node)
+ return node
+
+ def visit_NumBinopNode(self, node):
+ if node.overflow_check and node.overflow_fold:
+ top_level_overflow = self.overflow_bit_node is None
+ if top_level_overflow:
+ self.overflow_bit_node = node
+ else:
+ node.overflow_bit_node = self.overflow_bit_node
+ node.overflow_check = False
+ self.visitchildren(node)
+ if top_level_overflow:
+ self.overflow_bit_node = None
+ else:
+ self.visitchildren(node)
+ return node
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