def test_augassign(self):
aug = ast.AugAssign(ast.Name("x", ast.Load()), ast.Add(),
ast.Name("y", ast.Load()))
self.stmt(aug, "must have Store context")
aug = ast.AugAssign(ast.Name("x", ast.Store()), ast.Add(),
ast.Name("y", ast.Store()))
self.stmt(aug, "must have Load context")
def test_AugAssign(self):
for cls, op in self.operators.items():
aug_assign = ast.AugAssign(ast.Name('X', ast.Store()), cls(),
ast.Num(1))
self.verify(aug_assign, 'X{}=1'.format(op))
self.verify(
ast.AugAssign(ast.Name('X', ast.Store()), ast.Add(),
ast.Tuple([ast.Num(1), ast.Num(2)], ast.Load())),
'X+=1,2')
def isl2py_for(n):
assert n.get_type() == isl.ast_node_type.for_
for_var = n.for_get_iterator()
assert for_var.get_type() == isl.ast_expr_type.id
for_var_name = for_var.get_id().name
# Initialize loop variable
py_asign = pyast.Assign(
targets=[pyast.Name(for_var_name, pyast.Store())],
value=isl2py_exp(n.for_get_init()),
)
# Increment statement
py_inc = pyast.AugAssign(
target=pyast.Name(for_var_name, pyast.Store()),
op=pyast.Add(),
value=isl2py_exp(n.for_get_inc()),
)
# python loop body
py_body = isl2py_ast(n.for_get_body()) + [py_inc]
ret = [
py_asign,
pyast.While(test=isl2py_exp(n.for_get_cond()), body=py_body, orelse=[]),
]
return ret
def p_expr_stmt(p):
'''expr_stmt : testlist augassign yield_expr
| testlist augassign testlist
| testlist expr_stmt_bottom
| testlist'''
if len(p) == 2:
p[0] = ast.Expr(p[1], lineno=p[1].lineno, col_offset=p[1].col_offset)
elif len(p) == 3:
values = p[2].pop()
targets = [
p[1],
]
targets.extend(p[2])
item = p[1]
while isinstance(item, list):
item = item[0]
set_context(targets, ast.Store())
p[0] = ast.Assign(targets=targets,
value=values,
lineno=item.lineno,
col_offset=item.col_offset)
elif len(p) == 4:
set_context(p[1], ast.Store())
p[0] = ast.AugAssign(target=p[1],
value=p[3],
op=p[2],
lineno=p[1].lineno,
col_offset=p[1].col_offset)
return
def p_statement_unary_aug_assign(self, p):
'''statement : NAME unaryaugassign SEMICOLON'''
bin_op = p[2]
bin_op.left = ast.Name(id=p[1], ctx=ast.Load())
p[0] = ast.AugAssign(target=ast.Name(id=p[1], ctx=ast.Store()),
op=bin_op.op,
value=bin_op.right)
def compile_augassign_expression(self, expression):
ops = {
"+=": ast.Add,
"/=": ast.Div,
"//=": ast.FloorDiv,
"*=": ast.Mult,
"_=": ast.Sub,
"%=": ast.Mod,
"**=": ast.Pow,
"<<=": ast.LShift,
">>=": ast.RShift,
"|=": ast.BitOr,
"^=": ast.BitXor,
"&=": ast.BitAnd
}
op = ops[expression[0]]
target = self._storeize(self.compile(expression[1]))
value = self.compile(expression[2])
return ast.AugAssign(target=target,
value=value,
op=op(),
lineno=expression.start_line,
col_offset=expression.start_column)
def _as_add_to(self, expr, leftname, *leftpath):
value = self._sympy_as_ast(expr)
return ast.AugAssign(
target=self._path_as_ast(leftname, *leftpath, as_store=True),
value=value,
op=ast.Add(),
)
def process_assign_node(target_nodes, g, var_def, value_ast, na, targets):
if len(target_nodes) > 1:
target_ast = []
for target_node in target_nodes:
target_ast.append(
node_to_ast(target_node[1], g, var_def, read=False))
targets.append(target_node[1])
ast_assign = ast.Assign(targets=[
ast.Tuple(elts=target_ast, lineno=0, col_offset=0, ctx=ast.Store())
],
value=value_ast,
lineno=0,
col_offset=0)
return ast_assign
else:
target_node = target_nodes[0][1]
target_ast = node_to_ast(target_node, g, var_def, read=False)
if value_ast and target_ast:
if na == ast.Assign or target_node not in targets:
targets.append(target_node)
ast_assign = ast.Assign(targets=[target_ast],
value=value_ast,
lineno=0,
col_offset=0)
else:
ast_assign = ast.AugAssign(target=target_ast,
value=value_ast,
lineno=0,
col_offset=0,
op=ast.Add())
return ast_assign
def generate_augmented_assign(max_depth=None):
value = generate_expression(max_depth=max_depth)
target = generate_variable(max_depth=max_depth, ctx=ast.Store())
op = random.choice(binary_ops)()
return ast.AugAssign(target, op, value)
def visit_ListComp(self, node):
listvar = self.id_factory("listcomp")
self.execute(mk_assign(listvar, mk_list([])))
self.start_frame()
add = ast.AugAssign()
add.target = ast.Name(id=listvar, ctx=ast.Store())
add.value = self.make_primitive(
mk_list([self.make_primitive(node.elt)]))
add.op = ast.Add()
body = self.end_frame()
body.append(add)
for generator in reversed(node.generators):
loop = self.build_comprehension(generator, body)
body = [loop]
outermost_loop = body[0]
# Now simplify all expressions inside the generator.
# We can do this now as we have a proper function
outermost_loop = self.visit(outermost_loop)
self.execute(outermost_loop)
return mk_name(listvar)
def create_finally_block(self, node):
# Increments the total # of tests
inc_statement = ast.AugAssign(target=ast.Name(id=self.test_counter,
ctx=ast.Store()),
op=ast.Add(),
value=ast.Num(n=1))
return [inc_statement]
def create_try_block(self, node):
# Does the asserted action, then increments the passed test counter
inc_statement = ast.AugAssign(target=ast.Name(id=self.pass_counter,
ctx=ast.Store()),
op=ast.Add(),
value=ast.Num(n=1))
return [node, inc_statement]
def expr_stmt(self, p):
augassign = p.augassign
name = p.testlist_star_expr
assign = ast.AugAssign(target=ast.Name(id=name.id, ctx=ast.Store()),
op=augassign.op,
value=p.testlist)
return assign
def visit_For(self, n):
orelse = n.orelse
if orelse:
raise InvalidOperationError(
"else clauses on for loops are not supported.", n)
# This is a fairly limited form of the for-loop, not even the
# complete xrange syntax (negative steps will blow your code up)
# so we probably want to expand on this somehow. I'm open to
# ideas. Or just wait till I implement full-blown range support.
#
# In the meantime, you can use while loops instead.
# insert missing iteration bounds if not specified
iter = n.iter
if isinstance(iter, _ast.Tuple):
elts = iter.elts
n_elts = len(elts)
if n_elts == 1:
start = _ast.Num(n=0)
stop = elts[0]
step = _ast.Num(n=1)
elif n_elts == 2:
start = elts[0]
stop = elts[1]
step = _ast.Num(n=1)
elif n_elts == 3:
start = elts[0]
stop = elts[1]
step = elts[2]
else:
raise InvalidOperationError(
"Invalid number of elements specified in for-loop index.",
n)
else:
start = _ast.Num(n=0)
stop = iter
step = _ast.Num(n=1)
target_store = n.target
init = self.visit(_ast.Assign(targets=[target_store], value=start))
# to create the guard operation, we need a Load version of the target
target_load = astx.copy_node(target_store, ctx=self._Load)
guard = self.visit(
_ast.Compare(left=target_load, comparators=[stop],
ops=[_ast.Lt()]))
update_stmt = self.visit(
_ast.AugAssign(target=target_store, op=_ast.Add(), value=step))
return astx.copy_node(n,
init=init,
guard=guard,
update_stmt=update_stmt,
body=[self.visit(stmt) for stmt in n.body],
orelse=[])
def visit_AugAssign(self, node: ast.AugAssign) -> ast.AST:
"""AugAssign is ``-=, +=, /=, *=`` for augmented assignment."""
self.generic_visit(node)
log_header = f"visit_AugAssign: {self.src_file}:"
# custom mapping of string keys to ast operations that can be used
# in the nodes since these overlap with BinOp types
aug_mappings = {
"AugAssign_Add": ast.Add,
"AugAssign_Sub": ast.Sub,
"AugAssign_Mult": ast.Mult,
"AugAssign_Div": ast.Div,
}
rev_mappings = {v: k for k, v in aug_mappings.items()}
idx_op = rev_mappings.get(type(node.op), None)
# edge case protection in case the mapping isn't known for substitution
# in that instance, return the node and take no action
if not idx_op:
LOGGER.debug(
"%s (%s, %s): unknown aug_assignment: %s",
log_header,
node.lineno,
node.col_offset,
type(node.op),
)
return node
node_span = NodeSpan(node)
idx = LocIndex(
ast_class="AugAssign",
lineno=node_span.lineno,
col_offset=node_span.col_offset,
op_type=idx_op,
end_lineno=node_span.end_lineno,
end_col_offset=node_span.end_col_offset,
)
self.locs.add(idx)
if idx == self.target_idx and self.mutation in aug_mappings and not self.readonly:
LOGGER.debug("%s mutating idx: %s with %s", log_header,
self.target_idx, self.mutation)
return ast.copy_location(
ast.AugAssign(
target=node.target,
op=aug_mappings[self.mutation]
(), # awkward syntax to call type from mapping
value=node.value,
),
node,
)
LOGGER.debug("%s (%s, %s): no mutations applied.", log_header,
node.lineno, node.col_offset)
return node
def visit_BinOp(self, node):
op_count_incr = self._count_increasement_each_time(node)
for i in range(4):
node.parent.parent.body.append(ast.AugAssign(\
target=ast.Subscript(value=ast.Name(id='_count', ctx=ast.Load()), \
slice=ast.Index(value=ast.Num(n=i)), ctx=ast.Store()),op=ast.Add(), \
value=ast.Num(n=int(op_count_incr[i]))))
return node
def visit_AugAssign(self, node: AugAssign, *args, **kwargs) -> C.AugAssign:
target = self.visit(node.target, *args, **kwargs)
op = self.visit(node.op, *args, **kwargs)
value = self.visit(node.value, *args, **kwargs)
return C.AugAssign(
target=target,
op=op,
value=value,
)
def visit_Expr(self, node):
if self._get_template_type() is not None:
node = self.generic_visit(node)
# Instead of discarding objects on the stack, call
# "_q_output += obj".
lval = ast.Name(id='_q_output', ctx=ast.Store())
ast.copy_location(lval, node)
aug = ast.AugAssign(target=lval, op=ast.Add(), value=node.value)
return ast.copy_location(aug, node)
else:
return node
def visit_Assert(self, node):
"""Replace assertions with augmented assignments."""
self.max_score += 1
return ast.AugAssign(op=ast.Add(),
target=ast.Name(id=self.score_var_name,
ctx=ast.Store()),
value=ast.Call(args=[node.test],
func=ast.Name(id='bool',
ctx=ast.Load()),
keywords=[],
kwargs=None,
starargs=None))
def _make_for_loops_while(parent_node, names_in_use):
"""Converts for loops into while loops.
Creates an index variable and a call to the len() function as a test for the while loop.
All for loop iterators must be indexable. DOES NOT SUPPOT NONINDEXABLE ITERATORS.
Parameters:
parent_node: ast node
Returns:
parent node with updates"""
#get every index of for loop objects in the body of parent node. Could be done cleaner with a numpy .where,
#but we'd have to import numpy pretty much just for that.
try:
indices_of_for_loops = list(filter(lambda index: isinstance(parent_node.body[index], ast.For),
range(len(parent_node.body))))
except:
#node has no body. No for loops in it.
return parent_node, names_in_use
for for_loop_index in indices_of_for_loops:
for_loop = parent_node.body[for_loop_index]
#make loop incrementor variable
name_incrementor_variable = _new_name('loop_index', names_in_use)
names_in_use[name_incrementor_variable] = 1
#make a call to built in len() function with the iterator provided in the for loop
len_builtin_function = ast.Name(id='len', ctx=ast.Load)
len_function_call = ast.Call(func=len_builtin_function, args=[for_loop.iter], keywords=[])
#test for while loop
compare_op = ast.Compare(ast.Name(name_incrementor_variable, ctx=ast.Load),
ops=[ast.Lt()], comparators=[len_function_call])
#assign current value of loop to for loop target
assign_to_for_loop_target = ast.Assign([for_loop.target],
ast.Subscript(for_loop.iter, ast.Index(ast.Name(id=name_incrementor_variable, ctx=ast.Load))))
#increment index variable
add_1_to_index_variable = ast.AugAssign(ast.Name(id=name_incrementor_variable), ast.Add(), ast.Num(1))
#construct while loop
while_loop_body = [assign_to_for_loop_target] + \
for_loop.body + [add_1_to_index_variable]
while_loop = ast.While(test=compare_op, body= while_loop_body, orelse=[])
#replace for with while loop
parent_node.body[for_loop_index] = while_loop
#insert loop incrementor variabel before while loop and set to 0
parent_node.body.insert(for_loop_index - 1,
ast.Assign([ast.Name(id=name_incrementor_variable, ctx=ast.Store)], ast.Num(0)))
return parent_node, names_in_use
def r_AugAssign(node: ast.Compare, ctx: Context, targets, value):
if len(targets) != 1: return
target = targets[0]
if not isinstance(target, ast.BinOp) or not (isinstance(
target.right, ast.Name) and target.right.id == '_'):
return
target, op = target.left, target.op
ctx.assert_lvalue(target)
cast_to_ctx(target)
return copy_lineinfo(node, ast.AugAssign(target=target, op=op,
value=value))
def astconv_expr(expr_astc, ctx, prefix_stmts):
children = list(expr_astc.get_children())
if expr_astc.kind.name in ('BINARY_OPERATOR',
'COMPOUND_ASSIGNMENT_OPERATOR'):
decl_ref_astc, val_astc = children
lvalue_astpy = astconv_expr(decl_ref_astc, ctx, prefix_stmts)
lval_val_astpy = ast.Attribute(value=lvalue_astpy,
attr='val',
ctx=ast.Store())
if expr_astc.kind.name == 'BINARY_OPERATOR':
assert expr_astc.operator_kind.name == 'ASSIGN'
prefix_stmts.append(
ast.Assign(targets=[lval_val_astpy],
value=astconv_expr(val_astc, ctx, prefix_stmts)))
else:
assert expr_astc.operator_kind.name == 'SUB_ASSIGN'
prefix_stmts.append(
ast.AugAssign(target=lval_val_astpy,
op=ast.Sub(),
value=astconv_expr(val_astc, ctx, prefix_stmts)))
return lvalue_astpy
elif expr_astc.kind.name == 'INTEGER_LITERAL':
int_tok_astc = expr_astc.get_tokens().next()
int_astpy = ast.Num(n=int(int_tok_astc.spelling))
return call(attr('__globals__', 'int'), int_astpy)
elif expr_astc.kind.name == 'UNEXPOSED_EXPR':
[sub_astc] = children
return astconv_expr(sub_astc, ctx, prefix_stmts)
elif expr_astc.kind.name == 'DECL_REF_EXPR':
if ctx.local_names is not None and \
expr_astc.spelling in ctx.local_names:
return attr(expr_astc.spelling)
else:
return attr('__globals__', expr_astc.spelling)
elif expr_astc.kind.name == 'MEMBER_REF_EXPR':
struct_astpy = astconv_expr(children[0], ctx, prefix_stmts)
return attr(struct_astpy, expr_astc.spelling)
elif expr_astc.kind.name == 'INIT_LIST_EXPR':
# only valid for initializing lists/struct variables
return ast.Tuple(elts=[
astconv_expr(child, ctx, prefix_stmts) for child in children
],
ctx=ast.Load())
elif expr_astc.kind.name == 'CALL_EXPR':
ctx.enforce_expr_exec = True
return call(
astconv_expr(children[0], ctx, prefix_stmts),
*[astconv_expr(c, ctx, prefix_stmts) for c in children[1:]])
else:
raise CompileError('Unsupportet Expression {!r}'.format(
expr_astc.kind.name))
def p_statement_assign(self, p):
'''statement : NAME EQUALS expr SEMICOLON
| NAME augassign expr SEMICOLON
'''
name = p[1]
value = p[3]
target = ast.Name(id=name, ctx=ast.Store())
if p[2] == '=':
p[0] = ast.Assign(targets=[
target,
], value=value)
else:
p[0] = ast.AugAssign(target=target, op=p[2], value=value)
p[0].declaration = False
def to_logpdf(self):
return ast.AugAssign(
target=ast.Name(id="logpdf", ctx=ast.Store()),
op=ast.Add(),
value=ast.Call(
func=ast.Attribute(
value=self.distribution,
attr="logpdf_sum",
ctx=ast.Load(),
),
args=[ast.Name(id=self.name, ctx=ast.Load())],
keywords=[],
),
)
def visit_Assign(self, node):
"""Replace if possible 'x =' by 'x ?='
XXX Bug for illegal Python code:
(a, b) = (a, b) + 5
f(x) = f(x) + 5
"""
self.generic_visit(node)
if len(node.targets) != 1:
return node
if not isinstance(node.value, ast.BinOp):
return node
target = ast.dump(node.targets[0],
annotate_fields=False).replace('Store()', 'Load()')
if target == ast.dump(node.value.left, annotate_fields=False):
# x = x ....
return ast.AugAssign(target=node.targets[0],
op=node.value.op,
value=node.value.right)
else:
if target == ast.dump(node.value.right, annotate_fields=False):
if isinstance(node.value.op, ast.Add):
# x = .... + x
return ast.AugAssign(target=node.targets[0],
op=node.value.op,
value=node.value.left)
if isinstance(node.value.op, ast.Mult):
# x = .... * x
return ast.AugAssign(target=node.targets[0],
op=node.value.op,
value=node.value.left)
return node
def visit_Expr(self, node):
r = node
if isinstance(node.value, ast.Call):
funcname = node.value.func.id
if funcname == "delay_mu":
r = ast.copy_location(
ast.AugAssign(target=ast.Name("now", ast.Store()),
op=ast.Add(),
value=node.value.args[0]), node)
elif funcname == "at_mu":
r = ast.copy_location(
ast.Assign(targets=[ast.Name("now", ast.Store())],
value=node.value.args[0]), node)
self.generic_visit(r)
return r
def visit_Assign(self, node):
if isinstance(node.value, ast.Call) \
and isinstance(node.value.func, ast.Name) \
and node.value.func.id in _noise_functions:
node.value.func.id = 'havoc'
change_v_epsilon = ast.AugAssign(target=ast.Name(id='__V_epsilon',
ctx=ast.Store()),
op=ast.Add(),
value=ast.BinOp(
left=ast.Num(1.0),
op=ast.Div(),
right=node.value.args[0]))
return change_v_epsilon, node
else:
return node
def visit_For(self, node):
""" for x in range(a, b, c)
is equal to:
x := a
while (x < b): #x > b in case c < 0
...
x += c
"""
var_name = node.target.id
assert node.iter.func.id == "range", "for doesn't use range()"
[a, b, s], comparison = self.visit_range(node.iter.args, var_name)
if isinstance(comparison, (ast.Lt, ast.Gt)):
test = ast.Compare(
left=ast.Name(id=var_name, ctx=ast.Load()),
ops=[comparison],
comparators=[ast.Constant(value=b, kind=None)],
)
else:
test = comparison
increment_ast = ast.AugAssign(
target=ast.Name(id=var_name, ctx=ast.Store()),
op=ast.Add(),
value=ast.Constant(value=s, kind=None),
)
while_translation = [
ast.Assign(
targets=[ast.Name(id=var_name, ctx=ast.Store())],
value=ast.Constant(value=a, kind=None),
type_comment=None,
),
ast.While(
test=test,
body=node.body + [increment_ast],
orelse=[],
),
]
for cmd in while_translation:
self.update_counter()
self.print("\t", end="")
self.visit(cmd)
def _aug_assign(self, v_type, v1, op, v2, r):
assert self.run(
[
ast.Assign(
[ast_store('test')],
v_type(v1),
),
ast.AugAssign(
ast_store('test'),
op(),
v_type(v2),
)
],
'test',
type(r)
) == r
def visit_Call(self, node):
_id = get_call_names_as_string(node.func)
local_definitions = self.module_definitions_stack[-1]
alias = handle_aliases_in_calls(_id,
local_definitions.import_alias_mapping)
if alias:
definition = local_definitions.get_definition(alias)
else:
definition = local_definitions.get_definition(_id)
# e.g. "request.args.get" -> "get"
last_attribute = _id.rpartition('.')[-1]
if definition:
if definition in self.function_definition_stack:
log.debug("Recursion encountered in function %s", _id)
return self.add_blackbox_or_builtin_call(node, blackbox=True)
if isinstance(definition.node, ast.ClassDef):
self.add_blackbox_or_builtin_call(node, blackbox=False)
elif isinstance(definition.node, ast.FunctionDef):
self.undecided = False
self.function_return_stack.append(_id)
self.function_definition_stack.append(definition)
return self.process_function(node, definition)
else:
raise Exception('Definition was neither FunctionDef or ' +
'ClassDef, cannot add the function ')
elif (not self._within_mutating_call and last_attribute in MUTATORS
and isinstance(node.func, ast.Attribute)):
# Change list.append(x) ---> list += list.append(x)
# This does in fact propagate as we don't know that append returns None
fake_aug_assign = ast.AugAssign(
target=node.func.value,
op=ast.Add,
value=node,
)
ast.copy_location(fake_aug_assign, node)
self._within_mutating_call = True # Don't do this recursively
result = self.visit(fake_aug_assign)
self._within_mutating_call = False
return result
elif last_attribute not in BUILTINS:
# Mark the call as a blackbox because we don't have the definition
return self.add_blackbox_or_builtin_call(node, blackbox=True)
return self.add_blackbox_or_builtin_call(node, blackbox=False)
