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#!/usr/bin/env python3
import collections.abc
import dataclasses
import importlib
import inspect
import re
import sys
from contextlib import contextmanager
from dataclasses import dataclass
from functools import lru_cache
from pathlib import Path
from types import FunctionType
from typing import (
AbstractSet,
Any,
Callable,
Iterable,
List,
Mapping,
Match,
NamedTuple,
Optional,
Pattern,
TextIO,
Tuple,
Type,
TypeVar,
Union,
get_type_hints,
)
from Cython.Build import cythonize
try:
from typing import Literal
CythonDef = Literal["cdef", "cpdef", "cdef inline", "cpdef inline"]
except ImportError:
CythonDef = str # type: ignore
ROOT_DIR = Path(__file__).parent.parent
DISPATCH_FIELD = "_dispatch"
CYTHON_TYPES = {
type: "type",
bytes: "bytes",
bytearray: "bytearray",
bool: "bint",
str: "str",
tuple: "tuple",
Tuple: "tuple",
list: "list",
int: "long",
dict: "dict",
Mapping: "dict",
collections.abc.Mapping: "dict",
set: "set",
AbstractSet: "set",
collections.abc.Set: "set",
}
Elt = TypeVar("Elt", type, FunctionType)
@lru_cache()
def module_elements(module: str, cls: Type[Elt]) -> Iterable[Elt]:
return [
obj
for obj in importlib.import_module(module).__dict__.values()
if isinstance(obj, cls) and obj.__module__ == module
]
@lru_cache()
def module_type_mapping(module: str) -> Mapping[type, str]:
mapping = CYTHON_TYPES.copy()
for cls in module_elements(module, type):
mapping[cls] = cls.__name__
mapping[Optional[cls]] = cls.__name__
if sys.version_info >= (3, 10):
mapping[cls | None] = cls.__name__ # type: ignore
return mapping # type: ignore
def method_name(cls: type, method: str) -> str:
return f"{cls.__name__}_{method}"
def cython_type(tp: Any, module: str) -> str:
return module_type_mapping(module).get(getattr(tp, "__origin__", tp), "object")
def cython_signature(
def_type: CythonDef, func: FunctionType, self_type: Optional[type] = None
) -> str:
parameters = list(inspect.signature(func).parameters.values())
types = get_type_hints(func)
param_with_types = []
if parameters[0].name == "self":
if self_type is not None:
types["self"] = self_type
else:
param_with_types.append("self")
parameters.pop(0)
for param in parameters:
param_type = cython_type(types[param.name], func.__module__)
assert param.default is inspect.Parameter.empty or param.default is None
param_with_types.append(
f"{param_type} {param.name}" + (" = None" if param.default is None else "")
)
func_name = method_name(self_type, func.__name__) if self_type else func.__name__
return f"{def_type} {func_name}(" + ", ".join(param_with_types) + "):"
class IndentedWriter:
def __init__(self, file: TextIO):
self.file = file
self.indentation = ""
def write(self, txt: str):
self.file.write(txt)
def writelines(self, lines: Iterable[str]):
self.file.writelines(lines)
def writeln(self, txt: str = ""):
self.write((self.indentation + txt + "\n") if txt else "\n")
@contextmanager
def indent(self):
self.indentation += 4 * " "
yield
self.indentation = self.indentation[:-4]
@contextmanager
def write_block(self, txt: str):
self.writeln(txt)
with self.indent():
yield
def rec_subclasses(cls: type) -> Iterable[type]:
for sub_cls in cls.__subclasses__():
yield sub_cls
yield from rec_subclasses(sub_cls)
@lru_cache()
def get_dispatch(base_class: type) -> Mapping[type, int]:
return {cls: i for i, cls in enumerate(rec_subclasses(base_class))}
class Method(NamedTuple):
base_class: type
function: FunctionType
@property
def name(self) -> str:
return self.function.__name__
@lru_cache()
def module_methods(module: str) -> Mapping[str, Method]:
all_methods = [
Method(cls, func) # type: ignore
for cls in module_elements(module, type)
if cls.__bases__ == (object,) and cls.__subclasses__()
for func in cls.__dict__.values()
if isinstance(func, FunctionType) and not func.__name__.startswith("_")
]
methods_by_name = {method.name: method for method in all_methods}
assert len(methods_by_name) == len(
all_methods
), "method substitution requires unique method names"
return methods_by_name
ReRepl = Callable[[Match], str]
@dataclass
class LineSubstitutor:
lines: Iterable[str]
def __call__(self, pattern: Pattern) -> Callable[[ReRepl], ReRepl]:
def decorator(repl: ReRepl) -> ReRepl:
self.lines = (re.sub(pattern, repl, l) for l in self.lines)
return repl
return decorator
def get_body(func: FunctionType, cls: Optional[type] = None) -> Iterable[str]:
lines, _ = inspect.getsourcelines(func)
line_iter = iter(lines)
for line in line_iter:
if line.split("#")[0].rstrip().endswith(":"):
break
else:
raise NotImplementedError
substitutor = LineSubstitutor(line_iter)
if cls is not None:
@substitutor(re.compile(r"super\(\)\.(\w+)\("))
def replace_super(match: Match) -> str:
assert cls is not None
super_cls = cls.__bases__[0].__name__
return f"{super_cls}_{match.group(1)}(<{super_cls}>self, "
@substitutor(
re.compile(
r"(\s+)for ((\w+) in self\.(\w+)|(\w+), (\w+) in enumerate\(self\.(\w+)\)):"
)
)
def replace_for_loop(match: Match) -> str:
assert cls is not None
tab = match.group(1)
index = match.group(5) or "__i"
elt = match.group(3) or match.group(6)
field = match.group(4) or match.group(7)
field_type = get_type_hints(cls)[field]
assert (
field_type.__origin__ in (Tuple, tuple)
and field_type.__args__[1] is ...
)
elt_type = cython_type(field_type.__args__[0], func.__module__)
return f"{tab}for {index} in range(len(self.{field})):\n{tab} {elt}: {elt_type} = self.{field}[{index}]"
@substitutor(re.compile(r"^(\s+\w+:)([^#=]*)(?==)"))
def replace_variable_annotations(match: Match) -> str:
tp = eval(match.group(2), func.__globals__)
return match.group(1) + cython_type(tp, func.__module__)
methods = module_methods(func.__module__)
method_names = "|".join(methods)
@substitutor(re.compile(rf"([\w.]+)\.({method_names})\("))
def replace_method(match: Match) -> str:
self, name = match.groups()
cls, _ = methods[name]
return f"{cls.__name__}_{name}({self}, "
return substitutor.lines
def import_lines(path: Union[str, Path]) -> Iterable[str]:
# could also be retrieved with ast
with open(path) as field:
for line in field:
if not line.strip() or any(
# " " and ")" because of multiline imports
map(line.startswith, ("from ", "import ", " ", ")"))
):
yield line
else:
break
def write_class(pyx: IndentedWriter, cls: type):
bases = ", ".join(b.__name__ for b in cls.__bases__ if b is not object)
with pyx.write_block(f"cdef class {cls.__name__}({bases}):"):
annotations = cls.__dict__.get("__annotations__", {})
for name, tp in get_type_hints(cls).items():
if name in annotations:
pyx.writeln(f"cdef readonly {cython_type(tp, cls.__module__)} {name}")
dispatch = None
if cls.__bases__ == (object,):
if cls.__subclasses__():
pyx.writeln(f"cdef int {DISPATCH_FIELD}")
else:
base_class = cls.__mro__[-2]
dispatch = get_dispatch(base_class)[cls]
for name, obj in cls.__dict__.items():
if (
not name.startswith("_")
and name not in annotations
and isinstance(obj, FunctionType)
):
pyx.writeln()
base_method = getattr(base_class, name)
with pyx.write_block(cython_signature("cpdef", base_method)):
args = ", ".join(inspect.signature(base_method).parameters)
pyx.writeln(f"return {cls.__name__}_{name}({args})")
if annotations or dispatch is not None:
pyx.writeln()
init_fields: List[str] = []
if dataclasses.is_dataclass(cls):
init_fields.extend(
field.name for field in dataclasses.fields(cls) if field.init
)
with pyx.write_block(
"def __init__(" + ", ".join(["self"] + init_fields) + "):"
):
for name in init_fields:
pyx.writeln(f"self.{name} = {name}")
if hasattr(cls, "__post_init__"):
lines, _ = inspect.getsourcelines(cls.__post_init__)
pyx.writelines(lines[1:])
if dispatch is not None:
pyx.writeln(f"self.{DISPATCH_FIELD} = {dispatch}")
def write_function(pyx: IndentedWriter, func: FunctionType):
pyx.writeln(cython_signature("cpdef inline", func))
pyx.writelines(get_body(func))
def write_methods(pyx: IndentedWriter, method: Method):
for cls, dispatch in get_dispatch(method.base_class).items():
if method.name in cls.__dict__:
sub_method = cls.__dict__[method.name]
with pyx.write_block(cython_signature("cdef inline", sub_method, cls)):
pyx.writelines(get_body(sub_method, cls))
pyx.writeln()
def write_dispatch(pyx: IndentedWriter, method: Method):
with pyx.write_block(cython_signature("cdef inline", method.function, method.base_class)): # type: ignore
pyx.writeln(f"cdef int {DISPATCH_FIELD} = self.{DISPATCH_FIELD}")
for cls, dispatch in get_dispatch(method.base_class).items():
if method.name in cls.__dict__:
if_ = "if" if dispatch == 0 else "elif"
with pyx.write_block(f"{if_} {DISPATCH_FIELD} == {dispatch}:"):
self, *params = inspect.signature(method.function).parameters
args = ", ".join([f"<{cls.__name__}>{self}", *params])
pyx.writeln(f"return {method_name(cls, method.name)}({args})")
def generate(package: str) -> str:
module = f"apischema.{package}.methods"
pyx_file_name = ROOT_DIR / "apischema" / package / "methods.pyx"
with open(pyx_file_name, "w") as pyx_file:
pyx = IndentedWriter(pyx_file)
pyx.writeln("cimport cython")
pyx.writeln("from cpython cimport *")
pyx.writelines(import_lines(ROOT_DIR / "apischema" / package / "methods.py"))
for cls in module_elements(module, type):
write_class(pyx, cls) # type: ignore
pyx.writeln()
for func in module_elements(module, FunctionType):
if not func.__name__.startswith("Py"):
write_function(pyx, func) # type: ignore
pyx.writeln()
methods = module_methods(module)
for method in methods.values():
write_methods(pyx, method)
for method in methods.values():
write_dispatch(pyx, method)
pyx.writeln()
return str(pyx_file_name)
packages = ["deserialization", "serialization"]
def main():
# remove compiled before generate, because .so would be imported otherwise
for ext in ["so", "pyd"]:
for file in (ROOT_DIR / "apischema").glob(f"**/*.{ext}"):
file.unlink()
sys.path.append(str(ROOT_DIR))
cythonize(list(map(generate, packages)), language_level=3)
if __name__ == "__main__":
main()
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