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 std::string tblgen::Operator::getAdaptorName() const { 63 return std::string(llvm::formatv("{0}Adaptor", getCppClassName())); 64 } 65 66 StringRef tblgen::Operator::getDialectName() const { return dialect.getName(); } 67 68 StringRef tblgen::Operator::getCppClassName() const { return cppClassName; } 69 70 std::string tblgen::Operator::getQualCppClassName() const { 71 auto prefix = dialect.getCppNamespace(); 72 if (prefix.empty()) 73 return std::string(cppClassName); 74 return std::string(llvm::formatv("{0}::{1}", prefix, cppClassName)); 75 } 76 77 int tblgen::Operator::getNumResults() const { 78 DagInit *results = def.getValueAsDag("results"); 79 return results->getNumArgs(); 80 } 81 82 StringRef tblgen::Operator::getExtraClassDeclaration() const { 83 constexpr auto attr = "extraClassDeclaration"; 84 if (def.isValueUnset(attr)) 85 return {}; 86 return def.getValueAsString(attr); 87 } 88 89 const llvm::Record &tblgen::Operator::getDef() const { return def; } 90 91 bool tblgen::Operator::skipDefaultBuilders() const { 92 return def.getValueAsBit("skipDefaultBuilders"); 93 } 94 95 auto tblgen::Operator::result_begin() -> value_iterator { 96 return results.begin(); 97 } 98 99 auto tblgen::Operator::result_end() -> value_iterator { return results.end(); } 100 101 auto tblgen::Operator::getResults() -> value_range { 102 return {result_begin(), result_end()}; 103 } 104 105 tblgen::TypeConstraint 106 tblgen::Operator::getResultTypeConstraint(int index) const { 107 DagInit *results = def.getValueAsDag("results"); 108 return TypeConstraint(cast<DefInit>(results->getArg(index))); 109 } 110 111 StringRef tblgen::Operator::getResultName(int index) const { 112 DagInit *results = def.getValueAsDag("results"); 113 return results->getArgNameStr(index); 114 } 115 116 auto tblgen::Operator::getResultDecorators(int index) const 117 -> var_decorator_range { 118 Record *result = 119 cast<DefInit>(def.getValueAsDag("results")->getArg(index))->getDef(); 120 if (!result->isSubClassOf("OpVariable")) 121 return var_decorator_range(nullptr, nullptr); 122 return *result->getValueAsListInit("decorators"); 123 } 124 125 unsigned tblgen::Operator::getNumVariableLengthResults() const { 126 return llvm::count_if(results, [](const NamedTypeConstraint &c) { 127 return c.constraint.isVariableLength(); 128 }); 129 } 130 131 unsigned tblgen::Operator::getNumVariableLengthOperands() const { 132 return llvm::count_if(operands, [](const NamedTypeConstraint &c) { 133 return c.constraint.isVariableLength(); 134 }); 135 } 136 137 bool tblgen::Operator::hasSingleVariadicArg() const { 138 return getNumArgs() == 1 && getArg(0).is<tblgen::NamedTypeConstraint *>() && 139 getOperand(0).isVariadic(); 140 } 141 142 tblgen::Operator::arg_iterator tblgen::Operator::arg_begin() const { 143 return arguments.begin(); 144 } 145 146 tblgen::Operator::arg_iterator tblgen::Operator::arg_end() const { 147 return arguments.end(); 148 } 149 150 tblgen::Operator::arg_range tblgen::Operator::getArgs() const { 151 return {arg_begin(), arg_end()}; 152 } 153 154 StringRef tblgen::Operator::getArgName(int index) const { 155 DagInit *argumentValues = def.getValueAsDag("arguments"); 156 return argumentValues->getArgName(index)->getValue(); 157 } 158 159 auto tblgen::Operator::getArgDecorators(int index) const 160 -> var_decorator_range { 161 Record *arg = 162 cast<DefInit>(def.getValueAsDag("arguments")->getArg(index))->getDef(); 163 if (!arg->isSubClassOf("OpVariable")) 164 return var_decorator_range(nullptr, nullptr); 165 return *arg->getValueAsListInit("decorators"); 166 } 167 168 const tblgen::OpTrait *tblgen::Operator::getTrait(StringRef trait) const { 169 for (const auto &t : traits) { 170 if (const auto *opTrait = dyn_cast<tblgen::NativeOpTrait>(&t)) { 171 if (opTrait->getTrait() == trait) 172 return opTrait; 173 } else if (const auto *opTrait = dyn_cast<tblgen::InternalOpTrait>(&t)) { 174 if (opTrait->getTrait() == trait) 175 return opTrait; 176 } else if (const auto *opTrait = dyn_cast<tblgen::InterfaceOpTrait>(&t)) { 177 if (opTrait->getTrait() == trait) 178 return opTrait; 179 } 180 } 181 return nullptr; 182 } 183 184 auto tblgen::Operator::region_begin() const -> const_region_iterator { 185 return regions.begin(); 186 } 187 auto tblgen::Operator::region_end() const -> const_region_iterator { 188 return regions.end(); 189 } 190 auto tblgen::Operator::getRegions() const 191 -> llvm::iterator_range<const_region_iterator> { 192 return {region_begin(), region_end()}; 193 } 194 195 unsigned tblgen::Operator::getNumRegions() const { return regions.size(); } 196 197 const tblgen::NamedRegion &tblgen::Operator::getRegion(unsigned index) const { 198 return regions[index]; 199 } 200 201 unsigned tblgen::Operator::getNumVariadicRegions() const { 202 return llvm::count_if(regions, 203 [](const NamedRegion &c) { return c.isVariadic(); }); 204 } 205 206 auto tblgen::Operator::successor_begin() const -> const_successor_iterator { 207 return successors.begin(); 208 } 209 auto tblgen::Operator::successor_end() const -> const_successor_iterator { 210 return successors.end(); 211 } 212 auto tblgen::Operator::getSuccessors() const 213 -> llvm::iterator_range<const_successor_iterator> { 214 return {successor_begin(), successor_end()}; 215 } 216 217 unsigned tblgen::Operator::getNumSuccessors() const { 218 return successors.size(); 219 } 220 221 const tblgen::NamedSuccessor & 222 tblgen::Operator::getSuccessor(unsigned index) const { 223 return successors[index]; 224 } 225 226 unsigned tblgen::Operator::getNumVariadicSuccessors() const { 227 return llvm::count_if(successors, 228 [](const NamedSuccessor &c) { return c.isVariadic(); }); 229 } 230 231 auto tblgen::Operator::trait_begin() const -> const_trait_iterator { 232 return traits.begin(); 233 } 234 auto tblgen::Operator::trait_end() const -> const_trait_iterator { 235 return traits.end(); 236 } 237 auto tblgen::Operator::getTraits() const 238 -> llvm::iterator_range<const_trait_iterator> { 239 return {trait_begin(), trait_end()}; 240 } 241 242 auto tblgen::Operator::attribute_begin() const -> attribute_iterator { 243 return attributes.begin(); 244 } 245 auto tblgen::Operator::attribute_end() const -> attribute_iterator { 246 return attributes.end(); 247 } 248 auto tblgen::Operator::getAttributes() const 249 -> llvm::iterator_range<attribute_iterator> { 250 return {attribute_begin(), attribute_end()}; 251 } 252 253 auto tblgen::Operator::operand_begin() -> value_iterator { 254 return operands.begin(); 255 } 256 auto tblgen::Operator::operand_end() -> value_iterator { 257 return operands.end(); 258 } 259 auto tblgen::Operator::getOperands() -> value_range { 260 return {operand_begin(), operand_end()}; 261 } 262 263 auto tblgen::Operator::getArg(int index) const -> Argument { 264 return arguments[index]; 265 } 266 267 // Mapping from result index to combined argument and result index. Arguments 268 // are indexed to match getArg index, while the result indexes are mapped to 269 // avoid overlap. 270 static int resultIndex(int i) { return -1 - i; } 271 272 bool tblgen::Operator::isVariadic() const { 273 return any_of(llvm::concat<const NamedTypeConstraint>(operands, results), 274 [](const NamedTypeConstraint &op) { return op.isVariadic(); }); 275 } 276 277 void tblgen::Operator::populateTypeInferenceInfo( 278 const llvm::StringMap<int> &argumentsAndResultsIndex) { 279 // If the type inference op interface is not registered, then do not attempt 280 // to determine if the result types an be inferred. 281 auto &recordKeeper = def.getRecords(); 282 auto *inferTrait = recordKeeper.getDef(inferTypeOpInterface); 283 allResultsHaveKnownTypes = false; 284 if (!inferTrait) 285 return; 286 287 // If there are no results, the skip this else the build method generated 288 // overlaps with another autogenerated builder. 289 if (getNumResults() == 0) 290 return; 291 292 // Skip for ops with variadic operands/results. 293 // TODO: This can be relaxed. 294 if (isVariadic()) 295 return; 296 297 // Skip cases currently being custom generated. 298 // TODO: Remove special cases. 299 if (getTrait("OpTrait::SameOperandsAndResultType")) 300 return; 301 302 // We create equivalence classes of argument/result types where arguments 303 // and results are mapped into the same index space and indices corresponding 304 // to the same type are in the same equivalence class. 305 llvm::EquivalenceClasses<int> ecs; 306 resultTypeMapping.resize(getNumResults()); 307 // Captures the argument whose type matches a given result type. Preference 308 // towards capturing operands first before attributes. 309 auto captureMapping = [&](int i) { 310 bool found = false; 311 ecs.insert(resultIndex(i)); 312 auto mi = ecs.findLeader(resultIndex(i)); 313 for (auto me = ecs.member_end(); mi != me; ++mi) { 314 if (*mi < 0) { 315 auto tc = getResultTypeConstraint(i); 316 if (tc.getBuilderCall().hasValue()) { 317 resultTypeMapping[i].emplace_back(tc); 318 found = true; 319 } 320 continue; 321 } 322 323 if (getArg(*mi).is<NamedAttribute *>()) { 324 // TODO: Handle attributes. 325 continue; 326 } else { 327 resultTypeMapping[i].emplace_back(*mi); 328 found = true; 329 } 330 } 331 return found; 332 }; 333 334 for (const OpTrait &trait : traits) { 335 const llvm::Record &def = trait.getDef(); 336 // If the infer type op interface was manually added, then treat it as 337 // intention that the op needs special handling. 338 // TODO: Reconsider whether to always generate, this is more conservative 339 // and keeps existing behavior so starting that way for now. 340 if (def.isSubClassOf( 341 llvm::formatv("{0}::Trait", inferTypeOpInterface).str())) 342 return; 343 if (const auto *opTrait = dyn_cast<tblgen::InterfaceOpTrait>(&trait)) 344 if (&opTrait->getDef() == inferTrait) 345 return; 346 347 if (!def.isSubClassOf("AllTypesMatch")) 348 continue; 349 350 auto values = def.getValueAsListOfStrings("values"); 351 auto root = argumentsAndResultsIndex.lookup(values.front()); 352 for (StringRef str : values) 353 ecs.unionSets(argumentsAndResultsIndex.lookup(str), root); 354 } 355 356 // Verifies that all output types have a corresponding known input type 357 // and chooses matching operand or attribute (in that order) that 358 // matches it. 359 allResultsHaveKnownTypes = 360 all_of(llvm::seq<int>(0, getNumResults()), captureMapping); 361 362 // If the types could be computed, then add type inference trait. 363 if (allResultsHaveKnownTypes) 364 traits.push_back(OpTrait::create(inferTrait->getDefInit())); 365 } 366 367 void tblgen::Operator::populateOpStructure() { 368 auto &recordKeeper = def.getRecords(); 369 auto *typeConstraintClass = recordKeeper.getClass("TypeConstraint"); 370 auto *attrClass = recordKeeper.getClass("Attr"); 371 auto *derivedAttrClass = recordKeeper.getClass("DerivedAttr"); 372 auto *opVarClass = recordKeeper.getClass("OpVariable"); 373 numNativeAttributes = 0; 374 375 DagInit *argumentValues = def.getValueAsDag("arguments"); 376 unsigned numArgs = argumentValues->getNumArgs(); 377 378 // Mapping from name of to argument or result index. Arguments are indexed 379 // to match getArg index, while the results are negatively indexed. 380 llvm::StringMap<int> argumentsAndResultsIndex; 381 382 // Handle operands and native attributes. 383 for (unsigned i = 0; i != numArgs; ++i) { 384 auto *arg = argumentValues->getArg(i); 385 auto givenName = argumentValues->getArgNameStr(i); 386 auto *argDefInit = dyn_cast<DefInit>(arg); 387 if (!argDefInit) 388 PrintFatalError(def.getLoc(), 389 Twine("undefined type for argument #") + Twine(i)); 390 Record *argDef = argDefInit->getDef(); 391 if (argDef->isSubClassOf(opVarClass)) 392 argDef = argDef->getValueAsDef("constraint"); 393 394 if (argDef->isSubClassOf(typeConstraintClass)) { 395 operands.push_back( 396 NamedTypeConstraint{givenName, TypeConstraint(argDef)}); 397 } else if (argDef->isSubClassOf(attrClass)) { 398 if (givenName.empty()) 399 PrintFatalError(argDef->getLoc(), "attributes must be named"); 400 if (argDef->isSubClassOf(derivedAttrClass)) 401 PrintFatalError(argDef->getLoc(), 402 "derived attributes not allowed in argument list"); 403 attributes.push_back({givenName, Attribute(argDef)}); 404 ++numNativeAttributes; 405 } else { 406 PrintFatalError(def.getLoc(), "unexpected def type; only defs deriving " 407 "from TypeConstraint or Attr are allowed"); 408 } 409 if (!givenName.empty()) 410 argumentsAndResultsIndex[givenName] = i; 411 } 412 413 // Handle derived attributes. 414 for (const auto &val : def.getValues()) { 415 if (auto *record = dyn_cast<llvm::RecordRecTy>(val.getType())) { 416 if (!record->isSubClassOf(attrClass)) 417 continue; 418 if (!record->isSubClassOf(derivedAttrClass)) 419 PrintFatalError(def.getLoc(), 420 "unexpected Attr where only DerivedAttr is allowed"); 421 422 if (record->getClasses().size() != 1) { 423 PrintFatalError( 424 def.getLoc(), 425 "unsupported attribute modelling, only single class expected"); 426 } 427 attributes.push_back( 428 {cast<llvm::StringInit>(val.getNameInit())->getValue(), 429 Attribute(cast<DefInit>(val.getValue()))}); 430 } 431 } 432 433 // Populate `arguments`. This must happen after we've finalized `operands` and 434 // `attributes` because we will put their elements' pointers in `arguments`. 435 // SmallVector may perform re-allocation under the hood when adding new 436 // elements. 437 int operandIndex = 0, attrIndex = 0; 438 for (unsigned i = 0; i != numArgs; ++i) { 439 Record *argDef = dyn_cast<DefInit>(argumentValues->getArg(i))->getDef(); 440 if (argDef->isSubClassOf(opVarClass)) 441 argDef = argDef->getValueAsDef("constraint"); 442 443 if (argDef->isSubClassOf(typeConstraintClass)) { 444 attrOrOperandMapping.push_back( 445 {OperandOrAttribute::Kind::Operand, operandIndex}); 446 arguments.emplace_back(&operands[operandIndex++]); 447 } else { 448 assert(argDef->isSubClassOf(attrClass)); 449 attrOrOperandMapping.push_back( 450 {OperandOrAttribute::Kind::Attribute, attrIndex}); 451 arguments.emplace_back(&attributes[attrIndex++]); 452 } 453 } 454 455 auto *resultsDag = def.getValueAsDag("results"); 456 auto *outsOp = dyn_cast<DefInit>(resultsDag->getOperator()); 457 if (!outsOp || outsOp->getDef()->getName() != "outs") { 458 PrintFatalError(def.getLoc(), "'results' must have 'outs' directive"); 459 } 460 461 // Handle results. 462 for (unsigned i = 0, e = resultsDag->getNumArgs(); i < e; ++i) { 463 auto name = resultsDag->getArgNameStr(i); 464 auto *resultInit = dyn_cast<DefInit>(resultsDag->getArg(i)); 465 if (!resultInit) { 466 PrintFatalError(def.getLoc(), 467 Twine("undefined type for result #") + Twine(i)); 468 } 469 auto *resultDef = resultInit->getDef(); 470 if (resultDef->isSubClassOf(opVarClass)) 471 resultDef = resultDef->getValueAsDef("constraint"); 472 results.push_back({name, TypeConstraint(resultDef)}); 473 if (!name.empty()) 474 argumentsAndResultsIndex[name] = resultIndex(i); 475 } 476 477 // Handle successors 478 auto *successorsDag = def.getValueAsDag("successors"); 479 auto *successorsOp = dyn_cast<DefInit>(successorsDag->getOperator()); 480 if (!successorsOp || successorsOp->getDef()->getName() != "successor") { 481 PrintFatalError(def.getLoc(), 482 "'successors' must have 'successor' directive"); 483 } 484 485 for (unsigned i = 0, e = successorsDag->getNumArgs(); i < e; ++i) { 486 auto name = successorsDag->getArgNameStr(i); 487 auto *successorInit = dyn_cast<DefInit>(successorsDag->getArg(i)); 488 if (!successorInit) { 489 PrintFatalError(def.getLoc(), 490 Twine("undefined kind for successor #") + Twine(i)); 491 } 492 Successor successor(successorInit->getDef()); 493 494 // Only support variadic successors if it is the last one for now. 495 if (i != e - 1 && successor.isVariadic()) 496 PrintFatalError(def.getLoc(), "only the last successor can be variadic"); 497 successors.push_back({name, successor}); 498 } 499 500 // Create list of traits, skipping over duplicates: appending to lists in 501 // tablegen is easy, making them unique less so, so dedupe here. 502 if (auto *traitList = def.getValueAsListInit("traits")) { 503 // This is uniquing based on pointers of the trait. 504 SmallPtrSet<const llvm::Init *, 32> traitSet; 505 traits.reserve(traitSet.size()); 506 for (auto *traitInit : *traitList) { 507 // Keep traits in the same order while skipping over duplicates. 508 if (traitSet.insert(traitInit).second) 509 traits.push_back(OpTrait::create(traitInit)); 510 } 511 } 512 513 populateTypeInferenceInfo(argumentsAndResultsIndex); 514 515 // Handle regions 516 auto *regionsDag = def.getValueAsDag("regions"); 517 auto *regionsOp = dyn_cast<DefInit>(regionsDag->getOperator()); 518 if (!regionsOp || regionsOp->getDef()->getName() != "region") { 519 PrintFatalError(def.getLoc(), "'regions' must have 'region' directive"); 520 } 521 522 for (unsigned i = 0, e = regionsDag->getNumArgs(); i < e; ++i) { 523 auto name = regionsDag->getArgNameStr(i); 524 auto *regionInit = dyn_cast<DefInit>(regionsDag->getArg(i)); 525 if (!regionInit) { 526 PrintFatalError(def.getLoc(), 527 Twine("undefined kind for region #") + Twine(i)); 528 } 529 Region region(regionInit->getDef()); 530 if (region.isVariadic()) { 531 // Only support variadic regions if it is the last one for now. 532 if (i != e - 1) 533 PrintFatalError(def.getLoc(), "only the last region can be variadic"); 534 if (name.empty()) 535 PrintFatalError(def.getLoc(), "variadic regions must be named"); 536 } 537 538 regions.push_back({name, region}); 539 } 540 541 LLVM_DEBUG(print(llvm::dbgs())); 542 } 543 544 auto tblgen::Operator::getSameTypeAsResult(int index) const 545 -> ArrayRef<ArgOrType> { 546 assert(allResultTypesKnown()); 547 return resultTypeMapping[index]; 548 } 549 550 ArrayRef<llvm::SMLoc> tblgen::Operator::getLoc() const { return def.getLoc(); } 551 552 bool tblgen::Operator::hasDescription() const { 553 return def.getValue("description") != nullptr; 554 } 555 556 StringRef tblgen::Operator::getDescription() const { 557 return def.getValueAsString("description"); 558 } 559 560 bool tblgen::Operator::hasSummary() const { 561 return def.getValue("summary") != nullptr; 562 } 563 564 StringRef tblgen::Operator::getSummary() const { 565 return def.getValueAsString("summary"); 566 } 567 568 bool tblgen::Operator::hasAssemblyFormat() const { 569 auto *valueInit = def.getValueInit("assemblyFormat"); 570 return isa<llvm::CodeInit, llvm::StringInit>(valueInit); 571 } 572 573 StringRef tblgen::Operator::getAssemblyFormat() const { 574 return TypeSwitch<llvm::Init *, StringRef>(def.getValueInit("assemblyFormat")) 575 .Case<llvm::StringInit, llvm::CodeInit>( 576 [&](auto *init) { return init->getValue(); }); 577 } 578 579 void tblgen::Operator::print(llvm::raw_ostream &os) const { 580 os << "op '" << getOperationName() << "'\n"; 581 for (Argument arg : arguments) { 582 if (auto *attr = arg.dyn_cast<NamedAttribute *>()) 583 os << "[attribute] " << attr->name << '\n'; 584 else 585 os << "[operand] " << arg.get<NamedTypeConstraint *>()->name << '\n'; 586 } 587 } 588 589 auto tblgen::Operator::VariableDecoratorIterator::unwrap(llvm::Init *init) 590 -> VariableDecorator { 591 return VariableDecorator(cast<llvm::DefInit>(init)->getDef()); 592 } 593 594 auto tblgen::Operator::getArgToOperandOrAttribute(int index) const 595 -> OperandOrAttribute { 596 return attrOrOperandMapping[index]; 597 } 598