wehub-resource-sync
235 lines
7.5 KiB
Python
235 lines
7.5 KiB
Python
# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
from __future__ import annotations
|
|
|
|
import inspect
|
|
|
|
import paddle
|
|
|
|
from ..data_type_util import get_dtype_lower_case_name
|
|
from ..typing import DType
|
|
from .apy_to_axpr_json import convert_python_stmts_to_axpr_json
|
|
|
|
|
|
class PirAttrsSerializer:
|
|
def __init__(self, func):
|
|
self.attributes_schema = self._get_attributes_schema(func)
|
|
self._check_attributes_schema(self.attributes_schema)
|
|
self.attr_name2serializer = {
|
|
attr_name: serializer
|
|
for attr_name, schema_item in self.attributes_schema
|
|
for serializer in [self._get_serializer(attr_name, schema_item)]
|
|
}
|
|
|
|
def __call__(self, **attributes):
|
|
print(attributes)
|
|
attributes_names = {name for name, _ in attributes.items()}
|
|
attr_names = {name for name, _ in self.attributes_schema}
|
|
assert attributes_names == attr_names, (
|
|
f"expected attr_names: {attr_names}, but actual attr_names are {attributes_names}"
|
|
)
|
|
py_assigns = "\n".join(
|
|
py_stmt
|
|
for attr_name, attr_val in attributes.items()
|
|
for py_stmt in self.attr_name2serializer[attr_name](attr_val)
|
|
)
|
|
py_stmts_str = f"{py_assigns}\n{self._get_attr_map_ctor_str(self.attributes_schema)}"
|
|
return convert_python_stmts_to_axpr_json(py_stmts_str)
|
|
|
|
def _get_attr_map_ctor_str(self, attributes_schema):
|
|
kwargs = ", ".join(f"{name}={name}" for name, _ in attributes_schema)
|
|
return f"__builtin__AttrMap({kwargs})"
|
|
|
|
def _get_attributes_schema(self, obj):
|
|
if isinstance(obj, (list, tuple)):
|
|
return obj
|
|
func = obj
|
|
assert inspect.isfunction(func) or inspect.ismethod(func)
|
|
full_arg_spec = inspect.getfullargspec(func)
|
|
args = (
|
|
full_arg_spec.args[1:]
|
|
if inspect.ismethod(func)
|
|
else full_arg_spec.args
|
|
)
|
|
return [
|
|
(arg_name, annotation)
|
|
for arg_name in args
|
|
for annotation in [full_arg_spec.annotations[arg_name]]
|
|
]
|
|
|
|
def _check_attributes_schema(self, attributes_schema):
|
|
for _, attr_type in attributes_schema:
|
|
self._check_attributes_schema_item_is_valid(attr_type)
|
|
|
|
def _check_attributes_schema_item_is_valid(self, attr_type):
|
|
if attr_type in self._supported_basic_types():
|
|
return
|
|
assert isinstance(attr_type, list), (
|
|
f"attribute type {attr_type} is not supported."
|
|
)
|
|
assert len(attr_type) == 1, (
|
|
"only syntax like [bool], [int], [float], [str] supported."
|
|
)
|
|
assert attr_type[0] in self._supported_basic_types(), (
|
|
f"supported list element types are bool/int/float/str, not include {attr_type[0]}."
|
|
)
|
|
|
|
def _supported_basic_types(self):
|
|
return (bool, int, float, str, DType)
|
|
|
|
def _get_serializer(self, attr_name, schema_item):
|
|
assert attr_name not in (
|
|
"custom_op_name",
|
|
"infer_meta_func_name",
|
|
"infer_symbolic_func_name",
|
|
)
|
|
schema_item_as_key = self._get_schema_item_as_key(schema_item)
|
|
return _get_serializer_factory[schema_item_as_key](attr_name)
|
|
|
|
def _get_schema_item_as_key(self, schema_item):
|
|
if schema_item in self._supported_basic_types():
|
|
return schema_item
|
|
assert isinstance(schema_item, list)
|
|
return tuple(schema_item)
|
|
|
|
|
|
class PirAttributeSerializer:
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
yield from []
|
|
raise NotImplementedError
|
|
|
|
|
|
class BoolAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, bool)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class IntAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, int)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class FloatAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, float)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class StrAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, str)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class DTypeAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, paddle.dtype)
|
|
name = get_dtype_lower_case_name(value)
|
|
yield f"{self.attr_name} = __builtin__DataType.{name}"
|
|
|
|
|
|
class BoolArrayAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, list)
|
|
for elt in value:
|
|
assert isinstance(elt, bool)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class IntArrayAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, list)
|
|
for elt in value:
|
|
assert isinstance(elt, int)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class FloatArrayAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, list)
|
|
for elt in value:
|
|
assert isinstance(elt, float)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class StrArrayAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, list)
|
|
for elt in value:
|
|
assert isinstance(elt, str)
|
|
yield f"{self.attr_name} = {value}"
|
|
|
|
|
|
class DTypeArrayAttributeSerializer(PirAttributeSerializer):
|
|
def __init__(self, attr_name):
|
|
self.attr_name = attr_name
|
|
|
|
def __call__(self, value):
|
|
assert isinstance(value, list)
|
|
for elt in value:
|
|
assert isinstance(elt, paddle.dtype)
|
|
value_str = ", ".join(
|
|
f"__builtin__DataType.{name}"
|
|
for dtype in value
|
|
for name in [get_dtype_lower_case_name(dtype)]
|
|
)
|
|
yield f"{self.attr_name} = [{value_str}]"
|
|
|
|
|
|
_get_serializer_factory = {
|
|
bool: BoolAttributeSerializer,
|
|
int: IntAttributeSerializer,
|
|
float: FloatAttributeSerializer,
|
|
str: StrAttributeSerializer,
|
|
DType: DTypeAttributeSerializer,
|
|
(bool,): BoolArrayAttributeSerializer,
|
|
(int,): IntArrayAttributeSerializer,
|
|
(float,): FloatArrayAttributeSerializer,
|
|
(str,): StrArrayAttributeSerializer,
|
|
(DType,): DTypeArrayAttributeSerializer,
|
|
}
|