1 //===- Operator.cpp - Operator class --------------------------------------===// 2 // 3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4 // See https://llvm.org/LICENSE.txt for license information. 5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6 // 7 //===----------------------------------------------------------------------===// 8 // 9 // Operator wrapper to simplify using TableGen Record defining a MLIR Op. 10 // 11 //===----------------------------------------------------------------------===// 12 13 #include "mlir/TableGen/Operator.h" 14 #include "mlir/TableGen/OpTrait.h" 15 #include "mlir/TableGen/Predicate.h" 16 #include "mlir/TableGen/Type.h" 17 #include "llvm/ADT/EquivalenceClasses.h" 18 #include "llvm/ADT/STLExtras.h" 19 #include "llvm/ADT/Sequence.h" 20 #include "llvm/ADT/SmallPtrSet.h" 21 #include "llvm/ADT/TypeSwitch.h" 22 #include "llvm/Support/Debug.h" 23 #include "llvm/Support/FormatVariadic.h" 24 #include "llvm/TableGen/Error.h" 25 #include "llvm/TableGen/Record.h" 26 27 #define DEBUG_TYPE "mlir-tblgen-operator" 28 29 using namespace mlir; 30 31 using llvm::DagInit; 32 using llvm::DefInit; 33 using llvm::Record; 34 35 tblgen::Operator::Operator(const llvm::Record &def) 36 : dialect(def.getValueAsDef("opDialect")), def(def) { 37 // The first `_` in the op's TableGen def name is treated as separating the 38 // dialect prefix and the op class name. The dialect prefix will be ignored if 39 // not empty. Otherwise, if def name starts with a `_`, the `_` is considered 40 // as part of the class name. 41 StringRef prefix; 42 std::tie(prefix, cppClassName) = def.getName().split('_'); 43 if (prefix.empty()) { 44 // Class name with a leading underscore and without dialect prefix 45 cppClassName = def.getName(); 46 } else if (cppClassName.empty()) { 47 // Class name without dialect prefix 48 cppClassName = prefix; 49 } 50 51 populateOpStructure(); 52 } 53 54 std::string tblgen::Operator::getOperationName() const { 55 auto prefix = dialect.getName(); 56 auto opName = def.getValueAsString("opName"); 57 if (prefix.empty()) 58 return std::string(opName); 59 return std::string(llvm::formatv("{0}.{1}", prefix, opName)); 60 } 61 62 StringRef tblgen::Operator::getDialectName() const { return dialect.getName(); } 63 64 StringRef tblgen::Operator::getCppClassName() const { return cppClassName; } 65 66 std::string tblgen::Operator::getQualCppClassName() const { 67 auto prefix = dialect.getCppNamespace(); 68 if (prefix.empty()) 69 return std::string(cppClassName); 70 return std::string(llvm::formatv("{0}::{1}", prefix, cppClassName)); 71 } 72 73 int tblgen::Operator::getNumResults() const { 74 DagInit *results = def.getValueAsDag("results"); 75 return results->getNumArgs(); 76 } 77 78 StringRef tblgen::Operator::getExtraClassDeclaration() const { 79 constexpr auto attr = "extraClassDeclaration"; 80 if (def.isValueUnset(attr)) 81 return {}; 82 return def.getValueAsString(attr); 83 } 84 85 const llvm::Record &tblgen::Operator::getDef() const { return def; } 86 87 bool tblgen::Operator::skipDefaultBuilders() const { 88 return def.getValueAsBit("skipDefaultBuilders"); 89 } 90 91 auto tblgen::Operator::result_begin() -> value_iterator { 92 return results.begin(); 93 } 94 95 auto tblgen::Operator::result_end() -> value_iterator { return results.end(); } 96 97 auto tblgen::Operator::getResults() -> value_range { 98 return {result_begin(), result_end()}; 99 } 100 101 tblgen::TypeConstraint 102 tblgen::Operator::getResultTypeConstraint(int index) const { 103 DagInit *results = def.getValueAsDag("results"); 104 return TypeConstraint(cast<DefInit>(results->getArg(index))); 105 } 106 107 StringRef tblgen::Operator::getResultName(int index) const { 108 DagInit *results = def.getValueAsDag("results"); 109 return results->getArgNameStr(index); 110 } 111 112 auto tblgen::Operator::getResultDecorators(int index) const 113 -> var_decorator_range { 114 Record *result = 115 cast<DefInit>(def.getValueAsDag("results")->getArg(index))->getDef(); 116 if (!result->isSubClassOf("OpVariable")) 117 return var_decorator_range(nullptr, nullptr); 118 return *result->getValueAsListInit("decorators"); 119 } 120 121 unsigned tblgen::Operator::getNumVariableLengthResults() const { 122 return llvm::count_if(results, [](const NamedTypeConstraint &c) { 123 return c.constraint.isVariableLength(); 124 }); 125 } 126 127 unsigned tblgen::Operator::getNumVariableLengthOperands() const { 128 return llvm::count_if(operands, [](const NamedTypeConstraint &c) { 129 return c.constraint.isVariableLength(); 130 }); 131 } 132 133 tblgen::Operator::arg_iterator tblgen::Operator::arg_begin() const { 134 return arguments.begin(); 135 } 136 137 tblgen::Operator::arg_iterator tblgen::Operator::arg_end() const { 138 return arguments.end(); 139 } 140 141 tblgen::Operator::arg_range tblgen::Operator::getArgs() const { 142 return {arg_begin(), arg_end()}; 143 } 144 145 StringRef tblgen::Operator::getArgName(int index) const { 146 DagInit *argumentValues = def.getValueAsDag("arguments"); 147 return argumentValues->getArgName(index)->getValue(); 148 } 149 150 auto tblgen::Operator::getArgDecorators(int index) const 151 -> var_decorator_range { 152 Record *arg = 153 cast<DefInit>(def.getValueAsDag("arguments")->getArg(index))->getDef(); 154 if (!arg->isSubClassOf("OpVariable")) 155 return var_decorator_range(nullptr, nullptr); 156 return *arg->getValueAsListInit("decorators"); 157 } 158 159 const tblgen::OpTrait *tblgen::Operator::getTrait(StringRef trait) const { 160 for (const auto &t : traits) { 161 if (const auto *opTrait = dyn_cast<tblgen::NativeOpTrait>(&t)) { 162 if (opTrait->getTrait() == trait) 163 return opTrait; 164 } else if (const auto *opTrait = dyn_cast<tblgen::InternalOpTrait>(&t)) { 165 if (opTrait->getTrait() == trait) 166 return opTrait; 167 } else if (const auto *opTrait = dyn_cast<tblgen::InterfaceOpTrait>(&t)) { 168 if (opTrait->getTrait() == trait) 169 return opTrait; 170 } 171 } 172 return nullptr; 173 } 174 175 auto tblgen::Operator::region_begin() const -> const_region_iterator { 176 return regions.begin(); 177 } 178 auto tblgen::Operator::region_end() const -> const_region_iterator { 179 return regions.end(); 180 } 181 auto tblgen::Operator::getRegions() const 182 -> llvm::iterator_range<const_region_iterator> { 183 return {region_begin(), region_end()}; 184 } 185 186 unsigned tblgen::Operator::getNumRegions() const { return regions.size(); } 187 188 const tblgen::NamedRegion &tblgen::Operator::getRegion(unsigned index) const { 189 return regions[index]; 190 } 191 192 unsigned tblgen::Operator::getNumVariadicRegions() const { 193 return llvm::count_if(regions, 194 [](const NamedRegion &c) { return c.isVariadic(); }); 195 } 196 197 auto tblgen::Operator::successor_begin() const -> const_successor_iterator { 198 return successors.begin(); 199 } 200 auto tblgen::Operator::successor_end() const -> const_successor_iterator { 201 return successors.end(); 202 } 203 auto tblgen::Operator::getSuccessors() const 204 -> llvm::iterator_range<const_successor_iterator> { 205 return {successor_begin(), successor_end()}; 206 } 207 208 unsigned tblgen::Operator::getNumSuccessors() const { 209 return successors.size(); 210 } 211 212 const tblgen::NamedSuccessor & 213 tblgen::Operator::getSuccessor(unsigned index) const { 214 return successors[index]; 215 } 216 217 unsigned tblgen::Operator::getNumVariadicSuccessors() const { 218 return llvm::count_if(successors, 219 [](const NamedSuccessor &c) { return c.isVariadic(); }); 220 } 221 222 auto tblgen::Operator::trait_begin() const -> const_trait_iterator { 223 return traits.begin(); 224 } 225 auto tblgen::Operator::trait_end() const -> const_trait_iterator { 226 return traits.end(); 227 } 228 auto tblgen::Operator::getTraits() const 229 -> llvm::iterator_range<const_trait_iterator> { 230 return {trait_begin(), trait_end()}; 231 } 232 233 auto tblgen::Operator::attribute_begin() const -> attribute_iterator { 234 return attributes.begin(); 235 } 236 auto tblgen::Operator::attribute_end() const -> attribute_iterator { 237 return attributes.end(); 238 } 239 auto tblgen::Operator::getAttributes() const 240 -> llvm::iterator_range<attribute_iterator> { 241 return {attribute_begin(), attribute_end()}; 242 } 243 244 auto tblgen::Operator::operand_begin() -> value_iterator { 245 return operands.begin(); 246 } 247 auto tblgen::Operator::operand_end() -> value_iterator { 248 return operands.end(); 249 } 250 auto tblgen::Operator::getOperands() -> value_range { 251 return {operand_begin(), operand_end()}; 252 } 253 254 auto tblgen::Operator::getArg(int index) const -> Argument { 255 return arguments[index]; 256 } 257 258 // Mapping from result index to combined argument and result index. Arguments 259 // are indexed to match getArg index, while the result indexes are mapped to 260 // avoid overlap. 261 static int resultIndex(int i) { return -1 - i; } 262 263 bool tblgen::Operator::isVariadic() const { 264 return any_of(llvm::concat<const NamedTypeConstraint>(operands, results), 265 [](const NamedTypeConstraint &op) { return op.isVariadic(); }); 266 } 267 268 void tblgen::Operator::populateTypeInferenceInfo( 269 const llvm::StringMap<int> &argumentsAndResultsIndex) { 270 // If the type inference op interface is not registered, then do not attempt 271 // to determine if the result types an be inferred. 272 auto &recordKeeper = def.getRecords(); 273 auto *inferTrait = recordKeeper.getDef(inferTypeOpInterface); 274 allResultsHaveKnownTypes = false; 275 if (!inferTrait) 276 return; 277 278 // If there are no results, the skip this else the build method generated 279 // overlaps with another autogenerated builder. 280 if (getNumResults() == 0) 281 return; 282 283 // Skip for ops with variadic operands/results. 284 // TODO: This can be relaxed. 285 if (isVariadic()) 286 return; 287 288 // Skip cases currently being custom generated. 289 // TODO: Remove special cases. 290 if (getTrait("OpTrait::SameOperandsAndResultType")) 291 return; 292 293 // We create equivalence classes of argument/result types where arguments 294 // and results are mapped into the same index space and indices corresponding 295 // to the same type are in the same equivalence class. 296 llvm::EquivalenceClasses<int> ecs; 297 resultTypeMapping.resize(getNumResults()); 298 // Captures the argument whose type matches a given result type. Preference 299 // towards capturing operands first before attributes. 300 auto captureMapping = [&](int i) { 301 bool found = false; 302 ecs.insert(resultIndex(i)); 303 auto mi = ecs.findLeader(resultIndex(i)); 304 for (auto me = ecs.member_end(); mi != me; ++mi) { 305 if (*mi < 0) { 306 auto tc = getResultTypeConstraint(i); 307 if (tc.getBuilderCall().hasValue()) { 308 resultTypeMapping[i].emplace_back(tc); 309 found = true; 310 } 311 continue; 312 } 313 314 if (auto *attr = getArg(*mi).dyn_cast<NamedAttribute *>()) { 315 // TODO: Handle attributes. 316 continue; 317 } else { 318 resultTypeMapping[i].emplace_back(*mi); 319 found = true; 320 } 321 } 322 return found; 323 }; 324 325 for (const OpTrait &trait : traits) { 326 const llvm::Record &def = trait.getDef(); 327 // If the infer type op interface was manually added, then treat it as 328 // intention that the op needs special handling. 329 // TODO: Reconsider whether to always generate, this is more conservative 330 // and keeps existing behavior so starting that way for now. 331 if (def.isSubClassOf( 332 llvm::formatv("{0}::Trait", inferTypeOpInterface).str())) 333 return; 334 if (const auto *opTrait = dyn_cast<tblgen::InterfaceOpTrait>(&trait)) 335 if (opTrait->getTrait().startswith(inferTypeOpInterface)) 336 return; 337 338 if (!def.isSubClassOf("AllTypesMatch")) 339 continue; 340 341 auto values = def.getValueAsListOfStrings("values"); 342 auto root = argumentsAndResultsIndex.lookup(values.front()); 343 for (StringRef str : values) 344 ecs.unionSets(argumentsAndResultsIndex.lookup(str), root); 345 } 346 347 // Verifies that all output types have a corresponding known input type 348 // and chooses matching operand or attribute (in that order) that 349 // matches it. 350 allResultsHaveKnownTypes = 351 all_of(llvm::seq<int>(0, getNumResults()), captureMapping); 352 353 // If the types could be computed, then add type inference trait. 354 if (allResultsHaveKnownTypes) 355 traits.push_back(OpTrait::create(inferTrait->getDefInit())); 356 } 357 358 void tblgen::Operator::populateOpStructure() { 359 auto &recordKeeper = def.getRecords(); 360 auto *typeConstraintClass = recordKeeper.getClass("TypeConstraint"); 361 auto *attrClass = recordKeeper.getClass("Attr"); 362 auto *derivedAttrClass = recordKeeper.getClass("DerivedAttr"); 363 auto *opVarClass = recordKeeper.getClass("OpVariable"); 364 numNativeAttributes = 0; 365 366 DagInit *argumentValues = def.getValueAsDag("arguments"); 367 unsigned numArgs = argumentValues->getNumArgs(); 368 369 // Mapping from name of to argument or result index. Arguments are indexed 370 // to match getArg index, while the results are negatively indexed. 371 llvm::StringMap<int> argumentsAndResultsIndex; 372 373 // Handle operands and native attributes. 374 for (unsigned i = 0; i != numArgs; ++i) { 375 auto *arg = argumentValues->getArg(i); 376 auto givenName = argumentValues->getArgNameStr(i); 377 auto *argDefInit = dyn_cast<DefInit>(arg); 378 if (!argDefInit) 379 PrintFatalError(def.getLoc(), 380 Twine("undefined type for argument #") + Twine(i)); 381 Record *argDef = argDefInit->getDef(); 382 if (argDef->isSubClassOf(opVarClass)) 383 argDef = argDef->getValueAsDef("constraint"); 384 385 if (argDef->isSubClassOf(typeConstraintClass)) { 386 operands.push_back( 387 NamedTypeConstraint{givenName, TypeConstraint(argDef)}); 388 } else if (argDef->isSubClassOf(attrClass)) { 389 if (givenName.empty()) 390 PrintFatalError(argDef->getLoc(), "attributes must be named"); 391 if (argDef->isSubClassOf(derivedAttrClass)) 392 PrintFatalError(argDef->getLoc(), 393 "derived attributes not allowed in argument list"); 394 attributes.push_back({givenName, Attribute(argDef)}); 395 ++numNativeAttributes; 396 } else { 397 PrintFatalError(def.getLoc(), "unexpected def type; only defs deriving " 398 "from TypeConstraint or Attr are allowed"); 399 } 400 if (!givenName.empty()) 401 argumentsAndResultsIndex[givenName] = i; 402 } 403 404 // Handle derived attributes. 405 for (const auto &val : def.getValues()) { 406 if (auto *record = dyn_cast<llvm::RecordRecTy>(val.getType())) { 407 if (!record->isSubClassOf(attrClass)) 408 continue; 409 if (!record->isSubClassOf(derivedAttrClass)) 410 PrintFatalError(def.getLoc(), 411 "unexpected Attr where only DerivedAttr is allowed"); 412 413 if (record->getClasses().size() != 1) { 414 PrintFatalError( 415 def.getLoc(), 416 "unsupported attribute modelling, only single class expected"); 417 } 418 attributes.push_back( 419 {cast<llvm::StringInit>(val.getNameInit())->getValue(), 420 Attribute(cast<DefInit>(val.getValue()))}); 421 } 422 } 423 424 // Populate `arguments`. This must happen after we've finalized `operands` and 425 // `attributes` because we will put their elements' pointers in `arguments`. 426 // SmallVector may perform re-allocation under the hood when adding new 427 // elements. 428 int operandIndex = 0, attrIndex = 0; 429 for (unsigned i = 0; i != numArgs; ++i) { 430 Record *argDef = dyn_cast<DefInit>(argumentValues->getArg(i))->getDef(); 431 if (argDef->isSubClassOf(opVarClass)) 432 argDef = argDef->getValueAsDef("constraint"); 433 434 if (argDef->isSubClassOf(typeConstraintClass)) { 435 arguments.emplace_back(&operands[operandIndex++]); 436 } else { 437 assert(argDef->isSubClassOf(attrClass)); 438 arguments.emplace_back(&attributes[attrIndex++]); 439 } 440 } 441 442 auto *resultsDag = def.getValueAsDag("results"); 443 auto *outsOp = dyn_cast<DefInit>(resultsDag->getOperator()); 444 if (!outsOp || outsOp->getDef()->getName() != "outs") { 445 PrintFatalError(def.getLoc(), "'results' must have 'outs' directive"); 446 } 447 448 // Handle results. 449 for (unsigned i = 0, e = resultsDag->getNumArgs(); i < e; ++i) { 450 auto name = resultsDag->getArgNameStr(i); 451 auto *resultInit = dyn_cast<DefInit>(resultsDag->getArg(i)); 452 if (!resultInit) { 453 PrintFatalError(def.getLoc(), 454 Twine("undefined type for result #") + Twine(i)); 455 } 456 auto *resultDef = resultInit->getDef(); 457 if (resultDef->isSubClassOf(opVarClass)) 458 resultDef = resultDef->getValueAsDef("constraint"); 459 results.push_back({name, TypeConstraint(resultDef)}); 460 if (!name.empty()) 461 argumentsAndResultsIndex[name] = resultIndex(i); 462 } 463 464 // Handle successors 465 auto *successorsDag = def.getValueAsDag("successors"); 466 auto *successorsOp = dyn_cast<DefInit>(successorsDag->getOperator()); 467 if (!successorsOp || successorsOp->getDef()->getName() != "successor") { 468 PrintFatalError(def.getLoc(), 469 "'successors' must have 'successor' directive"); 470 } 471 472 for (unsigned i = 0, e = successorsDag->getNumArgs(); i < e; ++i) { 473 auto name = successorsDag->getArgNameStr(i); 474 auto *successorInit = dyn_cast<DefInit>(successorsDag->getArg(i)); 475 if (!successorInit) { 476 PrintFatalError(def.getLoc(), 477 Twine("undefined kind for successor #") + Twine(i)); 478 } 479 Successor successor(successorInit->getDef()); 480 481 // Only support variadic successors if it is the last one for now. 482 if (i != e - 1 && successor.isVariadic()) 483 PrintFatalError(def.getLoc(), "only the last successor can be variadic"); 484 successors.push_back({name, successor}); 485 } 486 487 // Create list of traits, skipping over duplicates: appending to lists in 488 // tablegen is easy, making them unique less so, so dedupe here. 489 if (auto *traitList = def.getValueAsListInit("traits")) { 490 // This is uniquing based on pointers of the trait. 491 SmallPtrSet<const llvm::Init *, 32> traitSet; 492 traits.reserve(traitSet.size()); 493 for (auto *traitInit : *traitList) { 494 // Keep traits in the same order while skipping over duplicates. 495 if (traitSet.insert(traitInit).second) 496 traits.push_back(OpTrait::create(traitInit)); 497 } 498 } 499 500 populateTypeInferenceInfo(argumentsAndResultsIndex); 501 502 // Handle regions 503 auto *regionsDag = def.getValueAsDag("regions"); 504 auto *regionsOp = dyn_cast<DefInit>(regionsDag->getOperator()); 505 if (!regionsOp || regionsOp->getDef()->getName() != "region") { 506 PrintFatalError(def.getLoc(), "'regions' must have 'region' directive"); 507 } 508 509 for (unsigned i = 0, e = regionsDag->getNumArgs(); i < e; ++i) { 510 auto name = regionsDag->getArgNameStr(i); 511 auto *regionInit = dyn_cast<DefInit>(regionsDag->getArg(i)); 512 if (!regionInit) { 513 PrintFatalError(def.getLoc(), 514 Twine("undefined kind for region #") + Twine(i)); 515 } 516 Region region(regionInit->getDef()); 517 if (region.isVariadic()) { 518 // Only support variadic regions if it is the last one for now. 519 if (i != e - 1) 520 PrintFatalError(def.getLoc(), "only the last region can be variadic"); 521 if (name.empty()) 522 PrintFatalError(def.getLoc(), "variadic regions must be named"); 523 } 524 525 regions.push_back({name, region}); 526 } 527 528 LLVM_DEBUG(print(llvm::dbgs())); 529 } 530 531 auto tblgen::Operator::getSameTypeAsResult(int index) const 532 -> ArrayRef<ArgOrType> { 533 assert(allResultTypesKnown()); 534 return resultTypeMapping[index]; 535 } 536 537 ArrayRef<llvm::SMLoc> tblgen::Operator::getLoc() const { return def.getLoc(); } 538 539 bool tblgen::Operator::hasDescription() const { 540 return def.getValue("description") != nullptr; 541 } 542 543 StringRef tblgen::Operator::getDescription() const { 544 return def.getValueAsString("description"); 545 } 546 547 bool tblgen::Operator::hasSummary() const { 548 return def.getValue("summary") != nullptr; 549 } 550 551 StringRef tblgen::Operator::getSummary() const { 552 return def.getValueAsString("summary"); 553 } 554 555 bool tblgen::Operator::hasAssemblyFormat() const { 556 auto *valueInit = def.getValueInit("assemblyFormat"); 557 return isa<llvm::CodeInit>(valueInit) || isa<llvm::StringInit>(valueInit); 558 } 559 560 StringRef tblgen::Operator::getAssemblyFormat() const { 561 return TypeSwitch<llvm::Init *, StringRef>(def.getValueInit("assemblyFormat")) 562 .Case<llvm::StringInit, llvm::CodeInit>( 563 [&](auto *init) { return init->getValue(); }); 564 } 565 566 void tblgen::Operator::print(llvm::raw_ostream &os) const { 567 os << "op '" << getOperationName() << "'\n"; 568 for (Argument arg : arguments) { 569 if (auto *attr = arg.dyn_cast<NamedAttribute *>()) 570 os << "[attribute] " << attr->name << '\n'; 571 else 572 os << "[operand] " << arg.get<NamedTypeConstraint *>()->name << '\n'; 573 } 574 } 575 576 auto tblgen::Operator::VariableDecoratorIterator::unwrap(llvm::Init *init) 577 -> VariableDecorator { 578 return VariableDecorator(cast<llvm::DefInit>(init)->getDef()); 579 } 580