forked from M-Labs/artiq
transforms/inline: rewrite
This commit is contained in:
parent
7806ca3373
commit
cf7848c698
@ -1,17 +1,357 @@
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from collections import namedtuple
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from fractions import Fraction
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import inspect
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import textwrap
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import ast
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import types
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import builtins
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from copy import deepcopy
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from fractions import Fraction
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from collections import OrderedDict
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from artiq.transforms.tools import eval_ast, value_to_ast, NotASTRepresentable
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from artiq.language import core as core_language
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from artiq.language import units
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from artiq.transforms.tools import value_to_ast, NotASTRepresentable
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class _HostObjectMapper:
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def new_mangled_name(in_use_names, name):
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mangled_name = name
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i = 2
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while mangled_name in in_use_names:
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mangled_name = name + str(i)
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i += 1
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in_use_names.add(mangled_name)
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return mangled_name
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class MangledName:
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def __init__(self, s):
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self.s = s
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class AttributeInfo:
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def __init__(self, obj, mangled_name, read_write):
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self.obj = obj
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self.mangled_name = mangled_name
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self.read_write = read_write
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embeddable_funcs = (
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core_language.delay, core_language.at, core_language.now,
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core_language.time_to_cycles, core_language.cycles_to_time,
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core_language.syscall,
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range, bool, int, float, round,
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core_language.int64, core_language.round64, core_language.array,
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Fraction, units.Quantity, core_language.EncodedException
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)
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def is_embeddable(func):
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for ef in embeddable_funcs:
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if func is ef:
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return True
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return False
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def is_inlinable(core, func):
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if hasattr(func, "k_function_info"):
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if func.k_function_info.core_name == "":
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return True # portable function
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if getattr(func.__self__, func.k_function_info.core_name) is core:
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return True # kernel function for the same core device
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return False
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class GlobalNamespace:
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def __init__(self, func):
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self.func_gd = inspect.getmodule(func).__dict__
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def __getitem__(self, item):
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try:
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return self.func_gd[item]
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except KeyError:
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return getattr(builtins, item)
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def get_inline(core, attribute_namespace, in_use_names, retval_name, mappers,
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func, args):
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global_namespace = GlobalNamespace(func)
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func_tr = Function(core,
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global_namespace, attribute_namespace, in_use_names,
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retval_name, mappers)
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func_def = ast.parse(textwrap.dedent(inspect.getsource(func))).body[0]
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param_init = []
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# initialize arguments
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for arg_ast, arg_value in zip(func_def.args.args, args):
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if isinstance(arg_value, ast.AST):
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value = arg_value
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else:
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try:
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value = ast.copy_location(value_to_ast(arg_value), func_def)
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except NotASTRepresentable:
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value = None
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if value is None:
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# static object
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func_tr.local_namespace[arg_ast.arg] = arg_value
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else:
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# set parameter value with "name = value"
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# assignment at beginning of function
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new_name = new_mangled_name(in_use_names, arg_ast.arg)
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func_tr.local_namespace[arg_ast.arg] = MangledName(new_name)
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target = ast.copy_location(ast.Name(new_name, ast.Store()),
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func_def)
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assign = ast.copy_location(ast.Assign([target], value),
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func_def)
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param_init.append(assign)
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func_def = func_tr.code_visit(func_def)
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func_def.body[0:0] = param_init
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return func_def
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class Function:
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def __init__(self, core,
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global_namespace, attribute_namespace, in_use_names,
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retval_name, mappers):
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# The core device on which this function is executing.
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self.core = core
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# Local and global namespaces:
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# original name -> MangledName or static object
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self.local_namespace = dict()
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self.global_namespace = global_namespace
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# (id(static object), attribute) -> AttributeInfo
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self.attribute_namespace = attribute_namespace
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# All names currently in use, in the namespace of the combined
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# function.
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# When creating a name for a new object, check that it is not
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# already in this set.
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self.in_use_names = in_use_names
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# Name of the variable to store the return value to, or None
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# to keep the return statement.
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self.retval_name = retval_name
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# Host object mappers, for RPC and exception numbers
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self.mappers = mappers
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self._insertion_point = None
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# This is ast.NodeVisitor/NodeTransformer from CPython, modified
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# to add code_ prefix.
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def code_visit(self, node):
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method = "code_visit_" + node.__class__.__name__
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visitor = getattr(self, method, self.code_generic_visit)
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return visitor(node)
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# This is ast.NodeTransformer.generic_visit from CPython, modified
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# to update self._insertion_point.
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def code_generic_visit(self, node):
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for field, old_value in ast.iter_fields(node):
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old_value = getattr(node, field, None)
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if isinstance(old_value, list):
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prev_insertion_point = self._insertion_point
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new_values = []
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if field in ("body", "orelse", "finalbody"):
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self._insertion_point = new_values
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for value in old_value:
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if isinstance(value, ast.AST):
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value = self.code_visit(value)
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if value is None:
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continue
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elif not isinstance(value, ast.AST):
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new_values.extend(value)
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continue
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new_values.append(value)
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old_value[:] = new_values
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self._insertion_point = prev_insertion_point
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elif isinstance(old_value, ast.AST):
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new_node = self.code_visit(old_value)
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if new_node is None:
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delattr(node, field)
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else:
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setattr(node, field, new_node)
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return node
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def code_visit_Name(self, node):
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if isinstance(node.ctx, ast.Store):
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if (node.id in self.local_namespace
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and isinstance(self.local_namespace[node.id],
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MangledName)):
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new_name = self.local_namespace[node.id].s
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else:
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new_name = new_mangled_name(self.in_use_names, node.id)
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self.local_namespace[node.id] = MangledName(new_name)
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node.id = new_name
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return node
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else:
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try:
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obj = self.local_namespace[node.id]
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except KeyError:
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try:
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obj = self.global_namespace[node.id]
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except KeyError:
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raise NameError("name '{}' is not defined".format(node.id))
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if isinstance(obj, MangledName):
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node.id = obj.s
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return node
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else:
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try:
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return value_to_ast(obj)
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except NotASTRepresentable:
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raise NotImplementedError(
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"Static object cannot be used here")
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def code_visit_Attribute(self, node):
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# There are two cases of attributes:
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# 1. static object attributes, e.g. self.foo
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# 2. dynamic expression attributes, e.g.
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# (Fraction(1, 2) + x).numerator
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# Static object resolution has no side effects so we try it first.
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try:
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obj = self.static_visit(node.value)
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except:
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self.code_generic_visit(node)
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return node
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else:
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key = (id(obj), node.attr)
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try:
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attr_info = self.attribute_namespace[key]
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except KeyError:
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new_name = new_mangled_name(self.in_use_names, node.attr)
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attr_info = AttributeInfo(obj, new_name, False)
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self.attribute_namespace[key] = attr_info
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if isinstance(node.ctx, ast.Store):
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attr_info.read_write = True
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return ast.copy_location(
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ast.Name(attr_info.mangled_name, node.ctx),
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node)
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def code_visit_Call(self, node):
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func = self.static_visit(node.func)
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node.args = [self.code_visit(arg) for arg in node.args]
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if is_embeddable(func):
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node.func = ast.copy_location(
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ast.Name(func.__name__, ast.Load()),
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node)
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return node
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elif is_inlinable(self.core, func):
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retval_name = func.k_function_info.k_function.__name__ + "_return"
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retval_name_m = new_mangled_name(self.in_use_names, retval_name)
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args = [func.__self__] + node.args
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inlined = get_inline(self.core,
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self.attribute_namespace, self.in_use_names,
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retval_name_m, self.mappers,
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func.k_function_info.k_function, args)
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seq = ast.copy_location(
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ast.With(
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items=[ast.withitem(context_expr=ast.Name(id="sequential",
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ctx=ast.Load()),
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optional_vars=None)],
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body=inlined.body),
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node)
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self._insertion_point.append(seq)
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return ast.copy_location(ast.Name(retval_name_m, ast.Load()),
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node)
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else:
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arg1 = ast.copy_location(ast.Str("rpc"), node)
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arg2 = ast.copy_location(
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value_to_ast(self.mappers.rpc.encode(func)), node)
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node.args[0:0] = [arg1, arg2]
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node.func = ast.copy_location(
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ast.Name("syscall", ast.Load()), node)
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return node
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def code_visit_Return(self, node):
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self.code_generic_visit(node)
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if self.retval_name is None:
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return node
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else:
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return ast.copy_location(
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ast.Assign(targets=[ast.Name(self.retval_name, ast.Store())],
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value=node.value),
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node)
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def code_visit_Expr(self, node):
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if isinstance(node.value, ast.Str):
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# Strip docstrings. This also removes strings appearing in the
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# middle of the code, but they are nops.
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return None
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self.code_generic_visit(node)
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if isinstance(node.value, ast.Name):
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# Remove Expr nodes that contain only a name, likely due to
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# function call inlining. Such nodes that were originally in the
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# code are also removed, but this does not affect the semantics of
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# the code as they are nops.
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return None
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else:
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return node
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def encode_exception(self, e):
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exception_class = self.static_visit(e)
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if not inspect.isclass(exception_class):
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raise NotImplementedError("Exception type must be a class")
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if issubclass(exception_class, core_language.RuntimeException):
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exception_id = exception_class.eid
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else:
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exception_id = self.mappers.exception.encode(exception_class)
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return ast.copy_location(
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ast.Call(func=ast.Name("EncodedException", ast.Load()),
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args=[value_to_ast(exception_id)],
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keywords=[], starargs=None, kwargs=None),
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e)
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def code_visit_Raise(self, node):
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if node.cause is not None:
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raise NotImplementedError("Exception causes are not supported")
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if node.exc is not None:
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node.exc = self.encode_exception(node.exc)
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return node
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def code_visit_ExceptHandler(self, node):
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if node.name is not None:
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raise NotImplementedError("'as target' is not supported")
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if node.type is not None:
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if isinstance(node.type, ast.Tuple):
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node.type.elts = [self.encode_exception(e)
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for e in node.type.elts]
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else:
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node.type = self.encode_exception(node.type)
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self.code_generic_visit(node)
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return node
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def code_visit_FunctionDef(self, node):
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node.args = ast.arguments(args=[], vararg=None, kwonlyargs=[],
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kw_defaults=[], kwarg=None, defaults=[])
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node.decorator_list = []
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self.code_generic_visit(node)
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return node
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def static_visit(self, node):
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method = "static_visit_" + node.__class__.__name__
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visitor = getattr(self, method)
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return visitor(node)
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def static_visit_Name(self, node):
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try:
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obj = self.local_namespace[node.id]
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except KeyError:
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try:
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obj = self.global_namespace[node.id]
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except KeyError:
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raise NameError("name '{}' is not defined".format(node.id))
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if isinstance(obj, MangledName):
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raise NotImplementedError(
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"Only a static object can be used here")
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return obj
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def static_visit_Attribute(self, node):
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value = self.static_visit(node.value)
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return getattr(value, node.attr)
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class HostObjectMapper:
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def __init__(self, first_encoding=0):
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self._next_encoding = first_encoding
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# id(object) -> (encoding, object)
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@ -31,334 +371,37 @@ class _HostObjectMapper:
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return {encoding: obj for i, (encoding, obj) in self._d.items()}
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_UserVariable = namedtuple("_UserVariable", "name")
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def inline(core, k_function, k_args, k_kwargs):
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if k_kwargs:
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raise NotImplementedError(
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"Keyword arguments are not supported for kernels")
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# OrderedDict prevents non-determinism in parameter init
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attribute_namespace = OrderedDict()
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in_use_names = {func.__name__ for func in embeddable_funcs}
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mappers = types.SimpleNamespace(
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rpc=HostObjectMapper(),
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exception=HostObjectMapper(core_language.first_user_eid)
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)
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func_def = get_inline(
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core=core,
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attribute_namespace=attribute_namespace,
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in_use_names=in_use_names,
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retval_name=None,
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mappers=mappers,
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func=k_function,
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args=k_args)
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def _is_kernel_attr(value, attr):
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return hasattr(value, "kernel_attr") and attr in value.kernel_attr.split()
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class _ReferenceManager:
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def __init__(self):
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self.rpc_mapper = _HostObjectMapper()
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self.exception_mapper = _HostObjectMapper(core_language.first_user_eid)
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self.kernel_attr_init = []
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# (id(obj), func_name, ref_name) or (id(obj), kernel_attr_name)
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# -> _UserVariable(name) / complex object
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self._to_inlined = dict()
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# inlined_name -> use_count
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self._use_count = dict()
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# reserved names
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for kg in core_language.kernel_globals:
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self._use_count[kg] = 1
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for name in ("bool", "int", "round", "int64", "round64", "float",
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"Fraction", "array", "Quantity", "EncodedException",
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"range"):
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self._use_count[name] = 1
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# Complex objects in the namespace of functions can be used in two ways:
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# 1. Calling a method on them (which gets inlined or RPCd)
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# 2. Getting or setting attributes (which are turned into local variables)
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# They are needed to implement "self", which is the only supported use
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# case.
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def register_complex_object(self, obj, func_name, ref_name,
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complex_object):
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assert(not isinstance(complex_object, ast.AST))
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self._to_inlined[(id(obj), func_name, ref_name)] = complex_object
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def new_name(self, base_name):
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if base_name[-1].isdigit():
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base_name += "_"
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if base_name in self._use_count:
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r = base_name + str(self._use_count[base_name])
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self._use_count[base_name] += 1
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return r
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else:
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self._use_count[base_name] = 1
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return base_name
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def resolve_name(self, obj, func_name, ref_name, store):
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key = (id(obj), func_name, ref_name)
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try:
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return self._to_inlined[key]
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except KeyError:
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if store:
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ival = _UserVariable(self.new_name(ref_name))
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self._to_inlined[key] = ival
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return ival
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else:
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try:
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return inspect.getmodule(obj).__dict__[ref_name]
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except KeyError:
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return getattr(builtins, ref_name)
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def resolve_attr(self, value, attr):
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if _is_kernel_attr(value, attr):
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key = (id(value), attr)
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try:
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ival = self._to_inlined[key]
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assert(isinstance(ival, _UserVariable))
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except KeyError:
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iname = self.new_name(attr)
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ival = _UserVariable(iname)
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self._to_inlined[key] = ival
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a = value_to_ast(getattr(value, attr))
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if a is None:
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raise NotImplementedError(
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"Cannot represent initial value"
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" of kernel attribute")
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self.kernel_attr_init.append(ast.Assign(
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[ast.Name(iname, ast.Store())], a))
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return ival
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else:
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return getattr(value, attr)
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def resolve_constant(self, obj, func_name, node):
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if isinstance(node, ast.Name):
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c = self.resolve_name(obj, func_name, node.id, False)
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if isinstance(c, _UserVariable):
|
||||
raise ValueError("Not a constant")
|
||||
return c
|
||||
elif isinstance(node, ast.Attribute):
|
||||
value = self.resolve_constant(obj, func_name, node.value)
|
||||
if _is_kernel_attr(value, node.attr):
|
||||
raise ValueError("Not a constant")
|
||||
return getattr(value, node.attr)
|
||||
else:
|
||||
raise NotImplementedError
|
||||
|
||||
|
||||
_embeddable_funcs = (
|
||||
core_language.delay, core_language.at, core_language.now,
|
||||
core_language.time_to_cycles, core_language.cycles_to_time,
|
||||
core_language.syscall,
|
||||
range, bool, int, float, round,
|
||||
core_language.int64, core_language.round64, core_language.array,
|
||||
Fraction, units.Quantity, core_language.EncodedException
|
||||
)
|
||||
|
||||
def _is_embeddable(func):
|
||||
for ef in _embeddable_funcs:
|
||||
if func is ef:
|
||||
return True
|
||||
return False
|
||||
|
||||
|
||||
def _is_inlinable(core, func):
|
||||
if hasattr(func, "k_function_info"):
|
||||
if func.k_function_info.core_name == "":
|
||||
return True # portable function
|
||||
if getattr(func.__self__, func.k_function_info.core_name) is core:
|
||||
return True # kernel function for the same core device
|
||||
return False
|
||||
|
||||
|
||||
class _ReferenceReplacer(ast.NodeVisitor):
|
||||
def __init__(self, core, rm, obj, func_name, retval_name):
|
||||
self.core = core
|
||||
self.rm = rm
|
||||
self.obj = obj
|
||||
self.func_name = func_name
|
||||
self.retval_name = retval_name
|
||||
self._insertion_point = None
|
||||
|
||||
# This is ast.NodeTransformer.generic_visit from CPython, modified
|
||||
# to update self._insertion_point.
|
||||
def generic_visit(self, node):
|
||||
for field, old_value in ast.iter_fields(node):
|
||||
old_value = getattr(node, field, None)
|
||||
if isinstance(old_value, list):
|
||||
prev_insertion_point = self._insertion_point
|
||||
new_values = []
|
||||
if field in ("body", "orelse", "finalbody"):
|
||||
self._insertion_point = new_values
|
||||
for value in old_value:
|
||||
if isinstance(value, ast.AST):
|
||||
value = self.visit(value)
|
||||
if value is None:
|
||||
continue
|
||||
elif not isinstance(value, ast.AST):
|
||||
new_values.extend(value)
|
||||
continue
|
||||
new_values.append(value)
|
||||
old_value[:] = new_values
|
||||
self._insertion_point = prev_insertion_point
|
||||
elif isinstance(old_value, ast.AST):
|
||||
new_node = self.visit(old_value)
|
||||
if new_node is None:
|
||||
delattr(node, field)
|
||||
else:
|
||||
setattr(node, field, new_node)
|
||||
return node
|
||||
|
||||
def visit_Name(self, node):
|
||||
store = isinstance(node.ctx, ast.Store)
|
||||
ival = self.rm.resolve_name(self.obj, self.func_name, node.id, store)
|
||||
if isinstance(ival, _UserVariable):
|
||||
newnode = ast.Name(ival.name, node.ctx)
|
||||
else:
|
||||
if store:
|
||||
raise NotImplementedError("Cannot assign to this object")
|
||||
newnode = value_to_ast(ival)
|
||||
return ast.copy_location(newnode, node)
|
||||
|
||||
def _resolve_attribute(self, node):
|
||||
if isinstance(node, ast.Name):
|
||||
ival = self.rm.resolve_name(self.obj, self.func_name, node.id, False)
|
||||
if isinstance(ival, _UserVariable):
|
||||
return ast.Name(ival.name, ast.Load())
|
||||
else:
|
||||
return ival
|
||||
elif isinstance(node, ast.Attribute):
|
||||
value = self._resolve_attribute(node.value)
|
||||
if isinstance(value, ast.AST):
|
||||
node.value = value
|
||||
return node
|
||||
else:
|
||||
return self.rm.resolve_attr(value, node.attr)
|
||||
else:
|
||||
return self.visit(node)
|
||||
|
||||
def visit_Attribute(self, node):
|
||||
ival = self._resolve_attribute(node)
|
||||
if isinstance(ival, ast.AST):
|
||||
newnode = deepcopy(ival)
|
||||
elif isinstance(ival, _UserVariable):
|
||||
newnode = ast.Name(ival.name, node.ctx)
|
||||
else:
|
||||
newnode = value_to_ast(ival)
|
||||
return ast.copy_location(newnode, node)
|
||||
|
||||
def visit_Call(self, node):
|
||||
func = self.rm.resolve_constant(self.obj, self.func_name, node.func)
|
||||
new_args = [self.visit(arg) for arg in node.args]
|
||||
|
||||
if _is_embeddable(func):
|
||||
new_func = ast.Name(func.__name__, ast.Load())
|
||||
return ast.copy_location(
|
||||
ast.Call(func=new_func, args=new_args,
|
||||
keywords=[], starargs=None, kwargs=None),
|
||||
node)
|
||||
elif _is_inlinable(self.core, func):
|
||||
retval_name = self.rm.new_name(
|
||||
func.k_function_info.k_function.__name__ + "_return")
|
||||
args = [func.__self__] + new_args
|
||||
inlined, _, _ = inline(self.core, func.k_function_info.k_function,
|
||||
args, dict(), self.rm, retval_name)
|
||||
self._insertion_point.append(ast.With(
|
||||
items=[ast.withitem(context_expr=ast.Name(id="sequential",
|
||||
ctx=ast.Load()),
|
||||
optional_vars=None)],
|
||||
body=inlined.body))
|
||||
return ast.copy_location(ast.Name(retval_name, ast.Load()), node)
|
||||
else:
|
||||
args = [ast.Str("rpc"), value_to_ast(self.rm.rpc_mapper.encode(func))]
|
||||
args += new_args
|
||||
return ast.copy_location(
|
||||
ast.Call(func=ast.Name("syscall", ast.Load()),
|
||||
args=args, keywords=[], starargs=None, kwargs=None),
|
||||
node)
|
||||
|
||||
def visit_Return(self, node):
|
||||
self.generic_visit(node)
|
||||
return ast.copy_location(
|
||||
ast.Assign(targets=[ast.Name(self.retval_name, ast.Store())],
|
||||
value=node.value),
|
||||
node)
|
||||
|
||||
def visit_Expr(self, node):
|
||||
if isinstance(node.value, ast.Str):
|
||||
# Strip docstrings. This also removes strings appearing in the
|
||||
# middle of the code, but they are nops.
|
||||
return None
|
||||
self.generic_visit(node)
|
||||
if isinstance(node.value, ast.Name):
|
||||
# Remove Expr nodes that contain only a name, likely due to
|
||||
# function call inlining. Such nodes that were originally in the
|
||||
# code are also removed, but this does not affect the semantics of
|
||||
# the code as they are nops.
|
||||
return None
|
||||
else:
|
||||
return node
|
||||
|
||||
def visit_FunctionDef(self, node):
|
||||
node.args = ast.arguments(args=[], vararg=None, kwonlyargs=[],
|
||||
kw_defaults=[], kwarg=None, defaults=[])
|
||||
node.decorator_list = []
|
||||
self.generic_visit(node)
|
||||
return node
|
||||
|
||||
def _encode_exception(self, e):
|
||||
exception_class = self.rm.resolve_constant(self.obj, self.func_name, e)
|
||||
if not inspect.isclass(exception_class):
|
||||
raise NotImplementedError("Exception type must be a class")
|
||||
if issubclass(exception_class, core_language.RuntimeException):
|
||||
exception_id = exception_class.eid
|
||||
else:
|
||||
exception_id = self.rm.exception_mapper.encode(exception_class)
|
||||
return ast.copy_location(
|
||||
ast.Call(func=ast.Name("EncodedException", ast.Load()),
|
||||
args=[value_to_ast(exception_id)],
|
||||
keywords=[], starargs=None, kwargs=None),
|
||||
e)
|
||||
|
||||
def visit_Raise(self, node):
|
||||
if node.cause is not None:
|
||||
raise NotImplementedError("Exception causes are not supported")
|
||||
if node.exc is not None:
|
||||
node.exc = self._encode_exception(node.exc)
|
||||
return node
|
||||
|
||||
def visit_ExceptHandler(self, node):
|
||||
if node.name is not None:
|
||||
raise NotImplementedError("'as target' is not supported")
|
||||
if node.type is not None:
|
||||
if isinstance(node.type, ast.Tuple):
|
||||
node.type.elts = [self._encode_exception(e) for e in node.type.elts]
|
||||
else:
|
||||
node.type = self._encode_exception(node.type)
|
||||
self.generic_visit(node)
|
||||
return node
|
||||
|
||||
|
||||
def _initialize_function_params(func_def, k_args, k_kwargs, rm):
|
||||
obj = k_args[0]
|
||||
func_name = func_def.name
|
||||
param_init = []
|
||||
for arg_ast, arg_value in zip(func_def.args.args, k_args):
|
||||
if isinstance(arg_value, ast.AST):
|
||||
value = arg_value
|
||||
else:
|
||||
try:
|
||||
value = value_to_ast(arg_value)
|
||||
except NotASTRepresentable:
|
||||
value = None
|
||||
if value is None:
|
||||
rm.register_complex_object(obj, func_name, arg_ast.arg, arg_value)
|
||||
else:
|
||||
uservar = rm.resolve_name(obj, func_name, arg_ast.arg, True)
|
||||
target = ast.Name(uservar.name, ast.Store())
|
||||
param_init.append(ast.Assign(targets=[target], value=value))
|
||||
return param_init
|
||||
|
||||
|
||||
def inline(core, k_function, k_args, k_kwargs, rm=None, retval_name=None):
|
||||
init_kernel_attr = rm is None
|
||||
if rm is None:
|
||||
rm = _ReferenceManager()
|
||||
|
||||
func_def = ast.parse(textwrap.dedent(inspect.getsource(k_function))).body[0]
|
||||
|
||||
param_init = _initialize_function_params(func_def, k_args, k_kwargs, rm)
|
||||
|
||||
obj = k_args[0]
|
||||
func_name = func_def.name
|
||||
rr = _ReferenceReplacer(core, rm, obj, func_name, retval_name)
|
||||
rr.visit(func_def)
|
||||
|
||||
for (_, attr), attr_info in attribute_namespace.items():
|
||||
value = getattr(attr_info.obj, attr)
|
||||
value = ast.copy_location(value_to_ast(value), func_def)
|
||||
target = ast.copy_location(ast.Name(attr_info.mangled_name,
|
||||
ast.Store()),
|
||||
func_def)
|
||||
assign = ast.copy_location(ast.Assign([target], value),
|
||||
func_def)
|
||||
param_init.append(assign)
|
||||
func_def.body[0:0] = param_init
|
||||
if init_kernel_attr:
|
||||
func_def.body[0:0] = rm.kernel_attr_init
|
||||
|
||||
return func_def, rm.rpc_mapper.get_map(), rm.exception_mapper.get_map()
|
||||
return func_def, mappers.rpc.get_map(), mappers.exception.get_map()
|
||||
|
||||
Loading…
Reference in New Issue
Block a user