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How to use _cls_name method in tappy
Best Python code snippet using tappy_python
graphgenerator.py
Source:graphgenerator.py 
1# Copyright 2021 Wechat Group, Tencent2#3# Licensed under the Apache License, Version 2.0 (the "License");4# you may not use this file except in compliance with the License.5# You may obtain a copy of the License at6#7# http://www.apache.org/licenses/LICENSE-2.08#9# Unless required by applicable law or agreed to in writing, software10# distributed under the License is distributed on an "AS IS" BASIS,11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.12# See the License for the specific language governing permissions and13# limitations under the License.14import logging15import numpy as np16import ir.framework17from backend.cppcode.namemanager import NameManager18from backend.cppcode.common import get_symbol_cpp_dtype, symbol_to_cpp_type19from backend.cppcode.nodegenerator import get_all_node_generators20class GraphGenerator(object):21 def __init__(self, graph: ir.framework.Graph, cls_name: str, model_generator):22 self._graph = graph23 self._cls_name = model_generator.name_manager.get_symbol_name(graph, cls_name)24 self._scope_name = self._cls_name25 self._model_generator = model_generator26 @property27 def graph(self):28 return self._graph29 @property30 def cls_name(self):31 return self._cls_name32 @property33 def model_generator(self):34 return self._model_generator35 @property36 def name_manager(self):37 return self.model_generator.name_manager38 @property39 def input_symbol_names(self):40 names = []41 for name in self.graph.inputs:42 symbol = self.graph.get_symbol(name)43 symbol_name = self.name_manager.get_symbol_name(symbol, symbol.name)44 names.append(symbol_name)45 return names46 @property47 def declaration(self):48 symbol_declarations = ""49 for symbol in sorted(self.graph.symbols.values(), key=lambda a: a.name):50 if symbol.name not in self.graph.keep_symbol_names:51 continue52 assert symbol.is_constant() and symbol.stype == symbol.origin_stype53 symbol_name = self.name_manager.get_symbol_name(symbol)54 symbol_declarations += " {symbol} {name};\n".format(55 symbol=symbol_to_cpp_type(symbol, False), name=symbol_name56 )57 for name in self.graph.inputs:58 symbol = self.graph.get_symbol(name)59 symbol_name = self.name_manager.get_symbol_name(symbol, symbol.name)60 symbol_declarations += " {symbol} {name};\n".format(61 symbol=symbol_to_cpp_type(symbol, False), name=symbol_name62 )63 function_declarations = " {cls_name}();\n".format(cls_name=self._cls_name)64 for name in self.graph.inputs:65 symbol = self.graph.get_symbol(name)66 symbol_name = self.name_manager.get_symbol_name(symbol, symbol.name)67 function_declarations += " /**\n"68 function_declarations += (69 " * @param v_{name} {origin_name} {shape}\n".format(70 name=symbol_name, origin_name=symbol.name, shape=symbol.shape71 )72 )73 function_declarations += " */\n"74 function_declarations += (75 " void set_{name}(const {symbol}& v_{name});\n".format(76 name=symbol_name, symbol=symbol_to_cpp_type(symbol, True)77 )78 )79 return_types = []80 for name in self.graph.outputs:81 symbol = self.graph.get_symbol(name)82 return_types.append(symbol_to_cpp_type(symbol, False, True))83 processFunctionDeclaration = ""84 processFunctionDeclaration += " /**\n"85 processFunctionDeclaration += " * @return\n"86 for i, name in enumerate(self.graph.outputs):87 symbol = self.graph.get_symbol(name)88 processFunctionDeclaration += " * output:{i} {name} {shape}\n".format(89 i=i, name=symbol.name, shape=symbol.shape90 )91 processFunctionDeclaration += " */\n"92 processFunctionDeclaration += " std::tuple<{types}> process();\n".format(93 types=", ".join(return_types)94 )95 format_str = """96class {cls_name}97{{98{symbols}99public:100{functions}101{process}102}};103"""104 return format_str.format(105 cls_name=self._cls_name,106 symbols=symbol_declarations,107 functions=function_declarations,108 process=processFunctionDeclaration,109 )110 @property111 def define(self):112 construct_function = "{cls_name}::{cls_name}()\n".format(113 cls_name=self._cls_name114 )115 construct_function += "{\n"116 construct_function += (117 ' auto scopeG = tfcc::Scope::scope("{scope}");\n'.format(118 scope=self._scope_name119 )120 )121 for symbol in sorted(self.graph.symbols.values(), key=lambda a: a.name):122 if symbol.name not in self.graph.keep_symbol_names:123 continue124 assert symbol.is_constant() and symbol.stype == symbol.origin_stype125 symbol_name = self.name_manager.get_symbol_name(symbol)126 if symbol.is_tensor():127 construct_function += ' {name} = tfcc::View<{dtype}>(tfcc::Constant<{dtype}>::getConstant("{name}"));\n'.format(128 name=symbol_name, dtype=get_symbol_cpp_dtype(symbol)129 )130 elif symbol.is_value() and symbol.dtype != ir.framework.DataType.BOOL:131 construct_function += ' {name} = tfcc::Configure<{dtype}>::getConfigure("{name}");\n'.format(132 name=symbol_name, dtype=get_symbol_cpp_dtype(symbol)133 )134 elif symbol.is_value() and symbol.dtype == ir.framework.DataType.BOOL:135 construct_function += ' {name} = tfcc::Configure<uint8_t>::getConfigure("{name}");\n'.format(136 name=symbol_name, dtype=get_symbol_cpp_dtype(symbol)137 )138 elif symbol.is_vector():139 assert symbol.dtype != ir.framework.DataType.BOOL140 construct_function += ' {name} = tfcc::data::get(tfcc::Constant<{dtype}>::getConstant("{name}"));\n'.format(141 name=symbol_name, dtype=get_symbol_cpp_dtype(symbol)142 )143 else:144 raise RuntimeError("Unknow constant symbol")145 construct_function += "}\n"146 setter_function = ""147 for name in self.graph.inputs:148 symbol = self.graph.get_symbol(name)149 symbol_name = self.name_manager.get_symbol_name(symbol, symbol.name)150 setter_function += (151 "void {cls_name}::set_{name}(const {symbol}& v_{name})\n".format(152 cls_name=self._cls_name,153 name=symbol_name,154 symbol=symbol_to_cpp_type(symbol, True),155 )156 )157 setter_function += "{\n"158 if symbol.is_tensor():159 setter_function += (160 " {name} = tfcc::View<{dtype}>(v_{name});\n".format(161 name=symbol_name, dtype=get_symbol_cpp_dtype(symbol)162 )163 )164 elif symbol.is_value():165 setter_function += " {name} = v_{name};\n".format(name=symbol_name)166 elif symbol.is_vector():167 setter_function += " {name} = v_{name};\n".format(name=symbol_name)168 else:169 raise RuntimeError("Unknow stype")170 setter_function += "}\n"171 return_types = []172 for name in self.graph.outputs:173 symbol = self.graph.get_symbol(name)174 return_types.append(symbol_to_cpp_type(symbol, False, True))175 generator_classes = get_all_node_generators()176 process_function = "std::tuple<{types}> {cls_name}::process()\n".format(177 cls_name=self._cls_name, types=", ".join(return_types)178 )179 process_function += "{\n"180 all_succ = True181 for node in self.graph.nodes:182 generator = None183 for generator_class in generator_classes:184 if generator_class.accept(node):185 generator = generator_class(node, self)186 if generator:187 process_function += generator.comment188 process_function += " " + generator.code189 # process_function += generator.debug_code190 else:191 all_succ = False192 logging.debug(node.__class__)193 if not all_succ:194 raise RuntimeError("Node to code error")195 return_codes = []196 for name in self.graph.outputs:197 if (198 self.graph.get_symbol(name).is_tensor()199 and self.graph.get_symbol(name).stype200 != ir.framework.SymbolType.VARIABLE201 ):202 return_codes.append(203 "tfcc::data::copy({symbol})".format(204 symbol=self.name_manager.get_symbol_name(205 self.graph.get_symbol(name)206 )207 )208 )209 else:210 return_codes.append(211 "std::move({symbol})".format(212 symbol=self.name_manager.get_symbol_name(213 self.graph.get_symbol(name)214 )215 )216 )217 outputs_vals = ", ".join(return_codes)218 process_function += " return std::make_tuple({vals});\n".format(219 vals=outputs_vals220 )221 process_function += "}\n"222 format_str = """223{constructer}224{setter}225{processer}226"""227 return format_str.format(228 cls_name=self._cls_name,229 constructer=construct_function,230 setter=setter_function,231 processer=process_function,232 )233 @property234 def data(self):235 symbols = {}236 for symbol in sorted(self.graph.symbols.values(), key=lambda a: a.name):237 if not symbol.is_constant():238 continue239 symbol_name = self.name_manager.get_symbol_name(symbol)240 key = "{scope}/{name}".format(scope=self._scope_name, name=symbol_name)241 if symbol.dtype == ir.framework.DataType.BOOL:242 symbols[key] = symbol.data.astype(np.uint8)243 else:244 symbols[key] = symbol.data245 return symbols246 @property247 def demo(self):248 constructer_body = ""249 constructer_body += " {\n"250 constructer_body += ' auto scopeG = tfcc::Scope::scope("model");\n'251 constructer_body += " _model = std::unique_ptr<{cls_name}>(new {cls_name});\n".format(252 cls_name=self._cls_name253 )254 constructer_body += " }\n"255 constructer_body += " {\n"256 constructer_body += ' auto scopeG = tfcc::Scope::scope("sample");\n'257 for name in self.graph.inputs:258 symbol = self.graph.get_symbol(name)259 symbol_name = self.name_manager.get_symbol_name(symbol)260 fmtDict = {261 "name": name,262 "symbol_name": symbol_name,263 "dtype": get_symbol_cpp_dtype(symbol),264 }265 if symbol.is_tensor():266 constructer_body += ' _model->set_{symbol_name}(tfcc::Constant<{dtype}>::getConstant("{name}"));\n'.format(267 **fmtDict268 )269 elif symbol.is_value() and symbol.dtype != ir.framework.DataType.BOOL:270 constructer_body += ' _model->set_{symbol_name}(tfcc::Configure<{dtype}>::getConfigure("{name}"));\n'.format(271 **fmtDict272 )273 elif symbol.is_value() and symbol.dtype == ir.framework.DataType.BOOL:274 constructer_body += ' _model->set_{symbol_name}(tfcc::Configure<uint8_t>::getConfigure("{name}"));\n'.format(275 **fmtDict276 )277 elif symbol.is_vector():278 assert symbol.dtype != ir.framework.DataType.BOOL279 constructer_body += ' _model->set_{symbol_name}(tfcc::data::get(tfcc::Constant<{dtype}>::getConstant("{name}")));\n'.format(280 **fmtDict281 )282 else:283 raise RuntimeError("Unknow constant symbol")284 constructer_body += " }\n"285 run_once_body = ""286 run_once_body += " _model->process();\n"287 run_once_body += " tfcc::MKLDevice* device = static_cast<tfcc::MKLDevice*>(tfcc::Device::getThreadDefault());\n"288 run_once_body += " device->clearStatistics();\n"289 run_once_body += " tfcc::Session::getThreadDefault()->sync();\n"290 run_once_body += " auto result = _model->process();\n"291 run_once_body += " tfcc::Session::getThreadDefault()->sync();\n"292 run_once_body += " device->getStatistics().print();\n"293 for i, name in enumerate(self.graph.outputs):294 symbol = self.graph.get_symbol(name)295 if symbol.is_tensor() or symbol.is_value():296 run_once_body += ' std::cout << "{name}: " << std::get<{i}>(result) << std::endl;\n'.format(297 name=name, i=i298 )299 elif symbol.is_vector():300 assert symbol.dtype != ir.framework.DataType.BOOL301 run_once_body += ' std::cout << "{name}: " << tfcc::data::set(std::get<{i}>(result), {static_cast<unsigned>(std::get<{i}>(result).size())}) << std::endl;\n'.format(302 name=name, i=i303 )304 else:305 raise RuntimeError("Unknow constant symbol")306 code_fmt = """307class Demo308{{309 std::unique_ptr<{cls_name}> _model;310public:311 struct Statistics312 {{313 std::atomic<size_t> processCnt;314 std::atomic<size_t> totalCost;315 }};316public:317 Demo()318 {{319{constructer_body}320 }}321 void runOnce()322 {{323 auto scopeG = tfcc::Scope::scope("model");324{run_once_body}325 }}326 void run(Statistics& statistics)327 {{328 auto scopeG = tfcc::Scope::scope("model");329 while (true)330 {{331 tfcc::Coster coster;332 _model->process();333 tfcc::Session::getThreadDefault()->sync();334 ++statistics.processCnt;335 statistics.totalCost += coster.lap().microseconds();336 }}337 }}338}};339"""340 return code_fmt.format(341 cls_name=self._cls_name,342 constructer_body=constructer_body,343 run_once_body=run_once_body,344 )345 @property346 def demo_data(self):347 data = {}348 for name in self.graph.inputs:349 symbol = self.graph.get_symbol(name)350 shape = [1 if isinstance(s, str) else s for s in symbol.shape]351 if symbol.is_integer():352 data[name] = np.ones(shape)353 else:354 data[name] = np.zeros(shape) + 0.1...
gameentity.py
Source:gameentity.py
1from pathlib import Path2from engine.funcs import *3class GameEntity:4 """5 Base class of all game entities. Each game entity as access to the engine.6 If the Engine was not initialized, no objects will be created. Each game entity7 has an automatic distributed ID.8 Each entity is added in a dictionary with their entity id.9 """10 engine = None11 _nbentity = 012 _register = 113 _subclassdict = {}14 _cls_name = None15 _entities = {}16 def __init_subclass__(cls, **kwargs):17 cls._cls_name = cls.__name__18 if cls._register:19 cls._subclassdict[cls._cls_name]=cls20 cls.init_class()21 def __new__(cls, *args, **kwargs):22 if GameEntity.engine is None:23 return None24 else:25 return super().__new__(cls)26 def __init__(self, *args, **kwargs):27 self.entityID = GameEntity._nbentity28 GameEntity._nbentity += 129 GameEntity.add_entity(self)30 self._update = False31 if "update" in dir(self):32 self.set_update(True)33 self.init(*args, **kwargs)34 def init(self, *args, **kwargs):35 pass36 def set_update(self, value:bool):37 """38 if value is true, the entity is added to the engine update list39 :param value:40 :return:41 """42 if value:43 self.engine.e_add_updatedentity(self)44 self._update = True45 if not value:46 self.engine.e_del_updatedentity(self)47 self._update = False48 def delete(self):49 pass50 def __del__(self):51 self.engine.log("info","Gamentity deleted:", str(type(self)))52 if self._update:53 self.engine.e_del_updatedentity(self)54 @classmethod55 def init_class(cls):56 pass57 @classmethod58 def set_subclasses(cls):59 """60 Gets all the classes that inherits from class. This function can be called in61 """62 cls.subclassdict = get_subclasses(cls)63 @classmethod64 def get_subclasses(cls):65 return cls._subclassdict66 @classmethod67 def e_set_engine(cls, engine):68 cls.engine = engine69 @classmethod70 def get_engine(cls):71 return cls.engine72 @classmethod73 def set_name(cls, name):74 """75 Sets the name of the class for the engine76 """77 if name not in cls._subclassdict:78 if cls._register:79 del cls._subclassdict[cls._cls_name]80 cls._cls_name = name81 cls._subclassdict[cls._cls_name] = cls82 else:83 cls._cls_name = name84 else:85 cls.engine.log("error", "can't set name, class name already exists.")86 @classmethod87 def add_entity(cls, entity):88 cls._entities[entity.entityID] = entity89 @classmethod90 def get_entity(cls, entityid):91 return cls._entities[entityid]92 @staticmethod93 def get_datapath(pathname):94 return Path().joinpath(*pathname.split("|"))95class GameEntityContainer:...
foo.py
Source:foo.py
1#coding: UTF-82def foo():3 n = 14 def bar():5 print n # å¼ç¨éå
¨å±çå¤é¨åénï¼æé ä¸ä¸ªéå
6 n = 27 return bar8closure = foo()9# print closure.func_closure10# 使ç¨dir()å¾ç¥cell对象æä¸ä¸ªcell_contentså±æ§å¯ä»¥è·å¾å¼11#print closure.func_closure[0].cell_contents # 212'''''13æ¥æ¾å建对象14 _cls_name='LoginError'15 _packet_name = 'home.cates.'16'''17def get_cate_obj(_packet_name,_cls_name):18 _module_home = __import__(_packet_name,globals(),locals(),[_cls_name])19 obj = getattr(_module_home,_cls_name)20 return obj()21# cls = get_cate_obj("reflection.foo","bar")22# print(cls.bar())23print (getattr(closure,"bar"))...
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