# Copyright (c) 2018 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. """ Print all signature of a python module in alphabet order. Usage: ./print_signature "paddle.fluid" > signature.txt """ from __future__ import print_function import importlib import inspect import collections import sys import pydoc import hashlib import platform import functools member_dict = collections.OrderedDict() visited_modules = set() def md5(doc): try: hashinst = hashlib.md5() hashinst.update(str(doc).encode('utf-8')) md5sum = hashinst.hexdigest() except UnicodeDecodeError as e: md5sum = None print( "Error({}) occurred when `md5({})`, discard it.".format( str(e), doc), file=sys.stderr) return md5sum def get_functools_partial_spec(func): func_str = func.func.__name__ args = func.args keywords = func.keywords return '{}(args={}, keywords={})'.format(func_str, args, keywords) def format_spec(spec): args = spec.args varargs = spec.varargs keywords = spec.keywords defaults = spec.defaults if defaults is not None: defaults = list(defaults) for idx, item in enumerate(defaults): if not isinstance(item, functools.partial): continue defaults[idx] = get_functools_partial_spec(item) defaults = tuple(defaults) return 'ArgSpec(args={}, varargs={}, keywords={}, defaults={})'.format( args, varargs, keywords, defaults) def queue_dict(member, cur_name): if cur_name != 'paddle': try: eval(cur_name) except (AttributeError, NameError, SyntaxError) as e: print( "Error({}) occurred when `eval({})`, discard it.".format( str(e), cur_name), file=sys.stderr) return if (inspect.isclass(member) or inspect.isfunction(member) or inspect.ismethod(member)) and hasattr( member, '__module__') and hasattr(member, '__name__'): args = member.__module__ + "." + member.__name__ try: eval(args) except (AttributeError, NameError, SyntaxError) as e: print( "Error({}) occurred when `eval({})`, discard it for {}.".format( str(e), args, cur_name), file=sys.stderr) return else: try: args = inspect.getargspec(member) has_type_error = False except TypeError: # special for PyBind method args = " ".join([ line.strip() for line in pydoc.render_doc(member).split('\n') if "->" in line ]) has_type_error = True if not has_type_error: args = format_spec(args) doc_md5 = md5(member.__doc__) member_dict[cur_name] = "({}, ('document', '{}'))".format(args, doc_md5) def visit_member(parent_name, member, member_name=None): if member_name: cur_name = ".".join([parent_name, member_name]) else: cur_name = ".".join([parent_name, member.__name__]) if inspect.isclass(member): queue_dict(member, cur_name) for name, value in inspect.getmembers(member): if hasattr(value, '__name__') and not name.startswith("_"): visit_member(cur_name, value) elif inspect.ismethoddescriptor(member): return elif inspect.isbuiltin(member): return elif callable(member): queue_dict(member, cur_name) elif inspect.isgetsetdescriptor(member): return else: raise RuntimeError("Unsupported generate signature of member, type {0}". format(str(type(member)))) def is_primitive(instance): int_types = (int, ) pritimitive_types = int_types + (float, str) if isinstance(instance, pritimitive_types): return True elif isinstance(instance, (list, tuple, set)): for obj in instance: if not is_primitive(obj): return False return True else: return False def visit_all_module(mod): mod_name = mod.__name__ if mod_name != 'paddle' and not mod_name.startswith('paddle.'): return if mod_name.startswith('paddle.fluid.core'): return if mod in visited_modules: return visited_modules.add(mod) if hasattr(mod, "__all__"): member_names = (name for name in mod.__all__ if not name.startswith("_")) elif mod_name == 'paddle': member_names = dir(mod) else: return for member_name in member_names: instance = getattr(mod, member_name, None) if instance is None: continue if is_primitive(instance): continue if not hasattr(instance, "__name__"): continue if inspect.ismodule(instance): visit_all_module(instance) else: if member_name != instance.__name__: print( "Found alias API, alias name is: {}, original name is: {}". format(member_name, instance.__name__), file=sys.stderr) visit_member(mod.__name__, instance, member_name) else: visit_member(mod.__name__, instance) if __name__ == '__main__': import paddle modules = sys.argv[1].split(",") for m in modules: visit_all_module(importlib.import_module(m)) for name in member_dict: print(name, member_dict[name])