1 //===- MLIRContext.cpp - MLIR Type Classes --------------------------------===//
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 #include "mlir/IR/MLIRContext.h"
10 #include "AffineExprDetail.h"
11 #include "AffineMapDetail.h"
12 #include "AttributeDetail.h"
13 #include "IntegerSetDetail.h"
14 #include "LocationDetail.h"
15 #include "TypeDetail.h"
16 #include "mlir/IR/AffineExpr.h"
17 #include "mlir/IR/AffineMap.h"
18 #include "mlir/IR/Attributes.h"
19 #include "mlir/IR/Diagnostics.h"
20 #include "mlir/IR/Dialect.h"
21 #include "mlir/IR/Function.h"
22 #include "mlir/IR/Identifier.h"
23 #include "mlir/IR/IntegerSet.h"
24 #include "mlir/IR/Location.h"
25 #include "mlir/IR/Module.h"
26 #include "mlir/IR/OpImplementation.h"
27 #include "mlir/IR/Types.h"
28 #include "mlir/Support/ThreadLocalCache.h"
29 #include "llvm/ADT/DenseMap.h"
30 #include "llvm/ADT/DenseSet.h"
31 #include "llvm/ADT/SetVector.h"
32 #include "llvm/ADT/StringSet.h"
33 #include "llvm/ADT/Twine.h"
34 #include "llvm/Support/Allocator.h"
35 #include "llvm/Support/CommandLine.h"
36 #include "llvm/Support/Debug.h"
37 #include "llvm/Support/RWMutex.h"
38 #include "llvm/Support/raw_ostream.h"
39 #include <memory>
40 
41 #define DEBUG_TYPE "mlircontext"
42 
43 using namespace mlir;
44 using namespace mlir::detail;
45 
46 using llvm::hash_combine;
47 using llvm::hash_combine_range;
48 
49 //===----------------------------------------------------------------------===//
50 // MLIRContext CommandLine Options
51 //===----------------------------------------------------------------------===//
52 
53 namespace {
54 /// This struct contains command line options that can be used to initialize
55 /// various bits of an MLIRContext. This uses a struct wrapper to avoid the need
56 /// for global command line options.
57 struct MLIRContextOptions {
58   llvm::cl::opt<bool> disableThreading{
59       "mlir-disable-threading",
60       llvm::cl::desc("Disabling multi-threading within MLIR")};
61 
62   llvm::cl::opt<bool> printOpOnDiagnostic{
63       "mlir-print-op-on-diagnostic",
64       llvm::cl::desc("When a diagnostic is emitted on an operation, also print "
65                      "the operation as an attached note"),
66       llvm::cl::init(true)};
67 
68   llvm::cl::opt<bool> printStackTraceOnDiagnostic{
69       "mlir-print-stacktrace-on-diagnostic",
70       llvm::cl::desc("When a diagnostic is emitted, also print the stack trace "
71                      "as an attached note")};
72 };
73 } // end anonymous namespace
74 
75 static llvm::ManagedStatic<MLIRContextOptions> clOptions;
76 
77 /// Register a set of useful command-line options that can be used to configure
78 /// various flags within the MLIRContext. These flags are used when constructing
79 /// an MLIR context for initialization.
80 void mlir::registerMLIRContextCLOptions() {
81   // Make sure that the options struct has been initialized.
82   *clOptions;
83 }
84 
85 //===----------------------------------------------------------------------===//
86 // Builtin Dialect
87 //===----------------------------------------------------------------------===//
88 
89 namespace {
90 struct BuiltinOpAsmDialectInterface : public OpAsmDialectInterface {
91   using OpAsmDialectInterface::OpAsmDialectInterface;
92 
93   LogicalResult getAlias(Attribute attr, raw_ostream &os) const override {
94     if (attr.isa<AffineMapAttr>()) {
95       os << "map";
96       return success();
97     }
98     if (attr.isa<IntegerSetAttr>()) {
99       os << "set";
100       return success();
101     }
102     return failure();
103   }
104 };
105 
106 /// A builtin dialect to define types/etc that are necessary for the validity of
107 /// the IR.
108 struct BuiltinDialect : public Dialect {
109   BuiltinDialect(MLIRContext *context)
110       : Dialect(/*name=*/"", context, TypeID::get<BuiltinDialect>()) {
111     addTypes<ComplexType, BFloat16Type, Float16Type, Float32Type, Float64Type,
112              FunctionType, IndexType, IntegerType, MemRefType,
113              UnrankedMemRefType, NoneType, OpaqueType, RankedTensorType,
114              TupleType, UnrankedTensorType, VectorType>();
115     addAttributes<AffineMapAttr, ArrayAttr, DenseIntOrFPElementsAttr,
116                   DenseStringElementsAttr, DictionaryAttr, FloatAttr,
117                   SymbolRefAttr, IntegerAttr, IntegerSetAttr, OpaqueAttr,
118                   OpaqueElementsAttr, SparseElementsAttr, StringAttr, TypeAttr,
119                   UnitAttr>();
120     addAttributes<CallSiteLoc, FileLineColLoc, FusedLoc, NameLoc, OpaqueLoc,
121                   UnknownLoc>();
122     addInterfaces<BuiltinOpAsmDialectInterface>();
123 
124     // TODO: These operations should be moved to a different dialect when they
125     // have been fully decoupled from the core.
126     addOperations<FuncOp, ModuleOp, ModuleTerminatorOp>();
127   }
128   static StringRef getDialectNamespace() { return ""; }
129 };
130 } // end anonymous namespace.
131 
132 //===----------------------------------------------------------------------===//
133 // Locking Utilities
134 //===----------------------------------------------------------------------===//
135 
136 namespace {
137 /// Utility reader lock that takes a runtime flag that specifies if we really
138 /// need to lock.
139 struct ScopedReaderLock {
140   ScopedReaderLock(llvm::sys::SmartRWMutex<true> &mutexParam, bool shouldLock)
141       : mutex(shouldLock ? &mutexParam : nullptr) {
142     if (mutex)
143       mutex->lock_shared();
144   }
145   ~ScopedReaderLock() {
146     if (mutex)
147       mutex->unlock_shared();
148   }
149   llvm::sys::SmartRWMutex<true> *mutex;
150 };
151 /// Utility writer lock that takes a runtime flag that specifies if we really
152 /// need to lock.
153 struct ScopedWriterLock {
154   ScopedWriterLock(llvm::sys::SmartRWMutex<true> &mutexParam, bool shouldLock)
155       : mutex(shouldLock ? &mutexParam : nullptr) {
156     if (mutex)
157       mutex->lock();
158   }
159   ~ScopedWriterLock() {
160     if (mutex)
161       mutex->unlock();
162   }
163   llvm::sys::SmartRWMutex<true> *mutex;
164 };
165 } // end anonymous namespace.
166 
167 //===----------------------------------------------------------------------===//
168 // AffineMap and IntegerSet hashing
169 //===----------------------------------------------------------------------===//
170 
171 /// A utility function to safely get or create a uniqued instance within the
172 /// given set container.
173 template <typename ValueT, typename DenseInfoT, typename KeyT,
174           typename ConstructorFn>
175 static ValueT safeGetOrCreate(DenseSet<ValueT, DenseInfoT> &container,
176                               KeyT &&key, llvm::sys::SmartRWMutex<true> &mutex,
177                               bool threadingIsEnabled,
178                               ConstructorFn &&constructorFn) {
179   // Check for an existing instance in read-only mode.
180   if (threadingIsEnabled) {
181     llvm::sys::SmartScopedReader<true> instanceLock(mutex);
182     auto it = container.find_as(key);
183     if (it != container.end())
184       return *it;
185   }
186 
187   // Acquire a writer-lock so that we can safely create the new instance.
188   ScopedWriterLock instanceLock(mutex, threadingIsEnabled);
189 
190   // Check for an existing instance again here, because another writer thread
191   // may have already created one. Otherwise, construct a new instance.
192   auto existing = container.insert_as(ValueT(), key);
193   if (existing.second)
194     return *existing.first = constructorFn();
195   return *existing.first;
196 }
197 
198 namespace {
199 struct AffineMapKeyInfo : DenseMapInfo<AffineMap> {
200   // Affine maps are uniqued based on their dim/symbol counts and affine
201   // expressions.
202   using KeyTy = std::tuple<unsigned, unsigned, ArrayRef<AffineExpr>>;
203   using DenseMapInfo<AffineMap>::isEqual;
204 
205   static unsigned getHashValue(const AffineMap &key) {
206     return getHashValue(
207         KeyTy(key.getNumDims(), key.getNumSymbols(), key.getResults()));
208   }
209 
210   static unsigned getHashValue(KeyTy key) {
211     return hash_combine(
212         std::get<0>(key), std::get<1>(key),
213         hash_combine_range(std::get<2>(key).begin(), std::get<2>(key).end()));
214   }
215 
216   static bool isEqual(const KeyTy &lhs, AffineMap rhs) {
217     if (rhs == getEmptyKey() || rhs == getTombstoneKey())
218       return false;
219     return lhs == std::make_tuple(rhs.getNumDims(), rhs.getNumSymbols(),
220                                   rhs.getResults());
221   }
222 };
223 
224 struct IntegerSetKeyInfo : DenseMapInfo<IntegerSet> {
225   // Integer sets are uniqued based on their dim/symbol counts, affine
226   // expressions appearing in the LHS of constraints, and eqFlags.
227   using KeyTy =
228       std::tuple<unsigned, unsigned, ArrayRef<AffineExpr>, ArrayRef<bool>>;
229   using DenseMapInfo<IntegerSet>::isEqual;
230 
231   static unsigned getHashValue(const IntegerSet &key) {
232     return getHashValue(KeyTy(key.getNumDims(), key.getNumSymbols(),
233                               key.getConstraints(), key.getEqFlags()));
234   }
235 
236   static unsigned getHashValue(KeyTy key) {
237     return hash_combine(
238         std::get<0>(key), std::get<1>(key),
239         hash_combine_range(std::get<2>(key).begin(), std::get<2>(key).end()),
240         hash_combine_range(std::get<3>(key).begin(), std::get<3>(key).end()));
241   }
242 
243   static bool isEqual(const KeyTy &lhs, IntegerSet rhs) {
244     if (rhs == getEmptyKey() || rhs == getTombstoneKey())
245       return false;
246     return lhs == std::make_tuple(rhs.getNumDims(), rhs.getNumSymbols(),
247                                   rhs.getConstraints(), rhs.getEqFlags());
248   }
249 };
250 } // end anonymous namespace.
251 
252 //===----------------------------------------------------------------------===//
253 // MLIRContextImpl
254 //===----------------------------------------------------------------------===//
255 
256 namespace mlir {
257 /// This is the implementation of the MLIRContext class, using the pImpl idiom.
258 /// This class is completely private to this file, so everything is public.
259 class MLIRContextImpl {
260 public:
261   //===--------------------------------------------------------------------===//
262   // Identifier uniquing
263   //===--------------------------------------------------------------------===//
264 
265   // Identifier allocator and mutex for thread safety.
266   llvm::BumpPtrAllocator identifierAllocator;
267   llvm::sys::SmartRWMutex<true> identifierMutex;
268 
269   //===--------------------------------------------------------------------===//
270   // Diagnostics
271   //===--------------------------------------------------------------------===//
272   DiagnosticEngine diagEngine;
273 
274   //===--------------------------------------------------------------------===//
275   // Options
276   //===--------------------------------------------------------------------===//
277 
278   /// In most cases, creating operation in unregistered dialect is not desired
279   /// and indicate a misconfiguration of the compiler. This option enables to
280   /// detect such use cases
281   bool allowUnregisteredDialects = false;
282 
283   /// Enable support for multi-threading within MLIR.
284   bool threadingIsEnabled = true;
285 
286   /// Track if we are currently executing in a threaded execution environment
287   /// (like the pass-manager): this is only a debugging feature to help reducing
288   /// the chances of data races one some context APIs.
289 #ifndef NDEBUG
290   std::atomic<int> multiThreadedExecutionContext{0};
291 #endif
292 
293   /// If the operation should be attached to diagnostics printed via the
294   /// Operation::emit methods.
295   bool printOpOnDiagnostic = true;
296 
297   /// If the current stack trace should be attached when emitting diagnostics.
298   bool printStackTraceOnDiagnostic = false;
299 
300   //===--------------------------------------------------------------------===//
301   // Other
302   //===--------------------------------------------------------------------===//
303 
304   /// This is a list of dialects that are created referring to this context.
305   /// The MLIRContext owns the objects.
306   DenseMap<StringRef, std::unique_ptr<Dialect>> loadedDialects;
307   DialectRegistry dialectsRegistry;
308 
309   /// This is a mapping from operation name to AbstractOperation for registered
310   /// operations.
311   llvm::StringMap<AbstractOperation> registeredOperations;
312 
313   /// Identifiers are uniqued by string value and use the internal string set
314   /// for storage.
315   llvm::StringSet<llvm::BumpPtrAllocator &> identifiers;
316   /// A thread local cache of identifiers to reduce lock contention.
317   ThreadLocalCache<llvm::StringMap<llvm::StringMapEntry<llvm::NoneType> *>>
318       localIdentifierCache;
319 
320   /// An allocator used for AbstractAttribute and AbstractType objects.
321   llvm::BumpPtrAllocator abstractDialectSymbolAllocator;
322 
323   //===--------------------------------------------------------------------===//
324   // Affine uniquing
325   //===--------------------------------------------------------------------===//
326 
327   // Affine allocator and mutex for thread safety.
328   llvm::BumpPtrAllocator affineAllocator;
329   llvm::sys::SmartRWMutex<true> affineMutex;
330 
331   // Affine map uniquing.
332   using AffineMapSet = DenseSet<AffineMap, AffineMapKeyInfo>;
333   AffineMapSet affineMaps;
334 
335   // Integer set uniquing.
336   using IntegerSets = DenseSet<IntegerSet, IntegerSetKeyInfo>;
337   IntegerSets integerSets;
338 
339   // Affine expression uniquing.
340   StorageUniquer affineUniquer;
341 
342   //===--------------------------------------------------------------------===//
343   // Type uniquing
344   //===--------------------------------------------------------------------===//
345 
346   DenseMap<TypeID, const AbstractType *> registeredTypes;
347   StorageUniquer typeUniquer;
348 
349   /// Cached Type Instances.
350   BFloat16Type bf16Ty;
351   Float16Type f16Ty;
352   Float32Type f32Ty;
353   Float64Type f64Ty;
354   IndexType indexTy;
355   IntegerType int1Ty, int8Ty, int16Ty, int32Ty, int64Ty, int128Ty;
356   NoneType noneType;
357 
358   //===--------------------------------------------------------------------===//
359   // Attribute uniquing
360   //===--------------------------------------------------------------------===//
361 
362   DenseMap<TypeID, const AbstractAttribute *> registeredAttributes;
363   StorageUniquer attributeUniquer;
364 
365   /// Cached Attribute Instances.
366   BoolAttr falseAttr, trueAttr;
367   UnitAttr unitAttr;
368   UnknownLoc unknownLocAttr;
369   DictionaryAttr emptyDictionaryAttr;
370 
371 public:
372   MLIRContextImpl() : identifiers(identifierAllocator) {}
373   ~MLIRContextImpl() {
374     for (auto typeMapping : registeredTypes)
375       typeMapping.second->~AbstractType();
376     for (auto attrMapping : registeredAttributes)
377       attrMapping.second->~AbstractAttribute();
378   }
379 };
380 } // end namespace mlir
381 
382 MLIRContext::MLIRContext() : impl(new MLIRContextImpl()) {
383   // Initialize values based on the command line flags if they were provided.
384   if (clOptions.isConstructed()) {
385     disableMultithreading(clOptions->disableThreading);
386     printOpOnDiagnostic(clOptions->printOpOnDiagnostic);
387     printStackTraceOnDiagnostic(clOptions->printStackTraceOnDiagnostic);
388   }
389 
390   // Ensure the builtin dialect is always pre-loaded.
391   getOrLoadDialect<BuiltinDialect>();
392 
393   // Initialize several common attributes and types to avoid the need to lock
394   // the context when accessing them.
395 
396   //// Types.
397   /// Floating-point Types.
398   impl->bf16Ty = TypeUniquer::get<BFloat16Type>(this);
399   impl->f16Ty = TypeUniquer::get<Float16Type>(this);
400   impl->f32Ty = TypeUniquer::get<Float32Type>(this);
401   impl->f64Ty = TypeUniquer::get<Float64Type>(this);
402   /// Index Type.
403   impl->indexTy = TypeUniquer::get<IndexType>(this);
404   /// Integer Types.
405   impl->int1Ty = TypeUniquer::get<IntegerType>(this, 1, IntegerType::Signless);
406   impl->int8Ty = TypeUniquer::get<IntegerType>(this, 8, IntegerType::Signless);
407   impl->int16Ty =
408       TypeUniquer::get<IntegerType>(this, 16, IntegerType::Signless);
409   impl->int32Ty =
410       TypeUniquer::get<IntegerType>(this, 32, IntegerType::Signless);
411   impl->int64Ty =
412       TypeUniquer::get<IntegerType>(this, 64, IntegerType::Signless);
413   impl->int128Ty =
414       TypeUniquer::get<IntegerType>(this, 128, IntegerType::Signless);
415   /// None Type.
416   impl->noneType = TypeUniquer::get<NoneType>(this);
417 
418   //// Attributes.
419   //// Note: These must be registered after the types as they may generate one
420   //// of the above types internally.
421   /// Bool Attributes.
422   impl->falseAttr = AttributeUniquer::get<IntegerAttr>(
423                         this, impl->int1Ty, APInt(/*numBits=*/1, false))
424                         .cast<BoolAttr>();
425   impl->trueAttr = AttributeUniquer::get<IntegerAttr>(
426                        this, impl->int1Ty, APInt(/*numBits=*/1, true))
427                        .cast<BoolAttr>();
428   /// Unit Attribute.
429   impl->unitAttr = AttributeUniquer::get<UnitAttr>(this);
430   /// Unknown Location Attribute.
431   impl->unknownLocAttr = AttributeUniquer::get<UnknownLoc>(this);
432   /// The empty dictionary attribute.
433   impl->emptyDictionaryAttr =
434       AttributeUniquer::get<DictionaryAttr>(this, ArrayRef<NamedAttribute>());
435 
436   // Register the affine storage objects with the uniquer.
437   impl->affineUniquer
438       .registerParametricStorageType<AffineBinaryOpExprStorage>();
439   impl->affineUniquer
440       .registerParametricStorageType<AffineConstantExprStorage>();
441   impl->affineUniquer.registerParametricStorageType<AffineDimExprStorage>();
442 }
443 
444 MLIRContext::~MLIRContext() {}
445 
446 /// Copy the specified array of elements into memory managed by the provided
447 /// bump pointer allocator.  This assumes the elements are all PODs.
448 template <typename T>
449 static ArrayRef<T> copyArrayRefInto(llvm::BumpPtrAllocator &allocator,
450                                     ArrayRef<T> elements) {
451   auto result = allocator.Allocate<T>(elements.size());
452   std::uninitialized_copy(elements.begin(), elements.end(), result);
453   return ArrayRef<T>(result, elements.size());
454 }
455 
456 //===----------------------------------------------------------------------===//
457 // Diagnostic Handlers
458 //===----------------------------------------------------------------------===//
459 
460 /// Returns the diagnostic engine for this context.
461 DiagnosticEngine &MLIRContext::getDiagEngine() { return getImpl().diagEngine; }
462 
463 //===----------------------------------------------------------------------===//
464 // Dialect and Operation Registration
465 //===----------------------------------------------------------------------===//
466 
467 DialectRegistry &MLIRContext::getDialectRegistry() {
468   return impl->dialectsRegistry;
469 }
470 
471 /// Return information about all registered IR dialects.
472 std::vector<Dialect *> MLIRContext::getLoadedDialects() {
473   std::vector<Dialect *> result;
474   result.reserve(impl->loadedDialects.size());
475   for (auto &dialect : impl->loadedDialects)
476     result.push_back(dialect.second.get());
477   llvm::array_pod_sort(result.begin(), result.end(),
478                        [](Dialect *const *lhs, Dialect *const *rhs) -> int {
479                          return (*lhs)->getNamespace() < (*rhs)->getNamespace();
480                        });
481   return result;
482 }
483 std::vector<StringRef> MLIRContext::getAvailableDialects() {
484   std::vector<StringRef> result;
485   for (auto &dialect : impl->dialectsRegistry)
486     result.push_back(dialect.first);
487   return result;
488 }
489 
490 /// Get a registered IR dialect with the given namespace. If none is found,
491 /// then return nullptr.
492 Dialect *MLIRContext::getLoadedDialect(StringRef name) {
493   // Dialects are sorted by name, so we can use binary search for lookup.
494   auto it = impl->loadedDialects.find(name);
495   return (it != impl->loadedDialects.end()) ? it->second.get() : nullptr;
496 }
497 
498 Dialect *MLIRContext::getOrLoadDialect(StringRef name) {
499   Dialect *dialect = getLoadedDialect(name);
500   if (dialect)
501     return dialect;
502   return impl->dialectsRegistry.loadByName(name, this);
503 }
504 
505 /// Get a dialect for the provided namespace and TypeID: abort the program if a
506 /// dialect exist for this namespace with different TypeID. Returns a pointer to
507 /// the dialect owned by the context.
508 Dialect *
509 MLIRContext::getOrLoadDialect(StringRef dialectNamespace, TypeID dialectID,
510                               function_ref<std::unique_ptr<Dialect>()> ctor) {
511   auto &impl = getImpl();
512   // Get the correct insertion position sorted by namespace.
513   std::unique_ptr<Dialect> &dialect = impl.loadedDialects[dialectNamespace];
514 
515   if (!dialect) {
516     LLVM_DEBUG(llvm::dbgs()
517                << "Load new dialect in Context " << dialectNamespace << "\n");
518 #ifndef NDEBUG
519     if (impl.multiThreadedExecutionContext != 0)
520       llvm::report_fatal_error(
521           "Loading a dialect (" + dialectNamespace +
522           ") while in a multi-threaded execution context (maybe "
523           "the PassManager): this can indicate a "
524           "missing `dependentDialects` in a pass for example.");
525 #endif
526     dialect = ctor();
527     assert(dialect && "dialect ctor failed");
528     return dialect.get();
529   }
530 
531   // Abort if dialect with namespace has already been registered.
532   if (dialect->getTypeID() != dialectID)
533     llvm::report_fatal_error("a dialect with namespace '" + dialectNamespace +
534                              "' has already been registered");
535 
536   return dialect.get();
537 }
538 
539 bool MLIRContext::allowsUnregisteredDialects() {
540   return impl->allowUnregisteredDialects;
541 }
542 
543 void MLIRContext::allowUnregisteredDialects(bool allowing) {
544   impl->allowUnregisteredDialects = allowing;
545 }
546 
547 /// Return true if multi-threading is disabled by the context.
548 bool MLIRContext::isMultithreadingEnabled() {
549   return impl->threadingIsEnabled && llvm::llvm_is_multithreaded();
550 }
551 
552 /// Set the flag specifying if multi-threading is disabled by the context.
553 void MLIRContext::disableMultithreading(bool disable) {
554   impl->threadingIsEnabled = !disable;
555 
556   // Update the threading mode for each of the uniquers.
557   impl->affineUniquer.disableMultithreading(disable);
558   impl->attributeUniquer.disableMultithreading(disable);
559   impl->typeUniquer.disableMultithreading(disable);
560 }
561 
562 void MLIRContext::enterMultiThreadedExecution() {
563 #ifndef NDEBUG
564   ++impl->multiThreadedExecutionContext;
565 #endif
566 }
567 void MLIRContext::exitMultiThreadedExecution() {
568 #ifndef NDEBUG
569   --impl->multiThreadedExecutionContext;
570 #endif
571 }
572 
573 /// Return true if we should attach the operation to diagnostics emitted via
574 /// Operation::emit.
575 bool MLIRContext::shouldPrintOpOnDiagnostic() {
576   return impl->printOpOnDiagnostic;
577 }
578 
579 /// Set the flag specifying if we should attach the operation to diagnostics
580 /// emitted via Operation::emit.
581 void MLIRContext::printOpOnDiagnostic(bool enable) {
582   impl->printOpOnDiagnostic = enable;
583 }
584 
585 /// Return true if we should attach the current stacktrace to diagnostics when
586 /// emitted.
587 bool MLIRContext::shouldPrintStackTraceOnDiagnostic() {
588   return impl->printStackTraceOnDiagnostic;
589 }
590 
591 /// Set the flag specifying if we should attach the current stacktrace when
592 /// emitting diagnostics.
593 void MLIRContext::printStackTraceOnDiagnostic(bool enable) {
594   impl->printStackTraceOnDiagnostic = enable;
595 }
596 
597 /// Return information about all registered operations.  This isn't very
598 /// efficient, typically you should ask the operations about their properties
599 /// directly.
600 std::vector<AbstractOperation *> MLIRContext::getRegisteredOperations() {
601   // We just have the operations in a non-deterministic hash table order. Dump
602   // into a temporary array, then sort it by operation name to get a stable
603   // ordering.
604   llvm::StringMap<AbstractOperation> &registeredOps =
605       impl->registeredOperations;
606 
607   std::vector<AbstractOperation *> result;
608   result.reserve(registeredOps.size());
609   for (auto &elt : registeredOps)
610     result.push_back(&elt.second);
611   llvm::array_pod_sort(
612       result.begin(), result.end(),
613       [](AbstractOperation *const *lhs, AbstractOperation *const *rhs) {
614         return (*lhs)->name.compare((*rhs)->name);
615       });
616 
617   return result;
618 }
619 
620 bool MLIRContext::isOperationRegistered(StringRef name) {
621   return impl->registeredOperations.count(name);
622 }
623 
624 void Dialect::addOperation(AbstractOperation opInfo) {
625   assert((getNamespace().empty() || opInfo.dialect.name == getNamespace()) &&
626          "op name doesn't start with dialect namespace");
627   assert(&opInfo.dialect == this && "Dialect object mismatch");
628   auto &impl = context->getImpl();
629   assert(impl.multiThreadedExecutionContext == 0 &&
630          "Registering a new operation kind while in a multi-threaded execution "
631          "context");
632   StringRef opName = opInfo.name;
633   if (!impl.registeredOperations.insert({opName, std::move(opInfo)}).second) {
634     llvm::errs() << "error: operation named '" << opInfo.name
635                  << "' is already registered.\n";
636     abort();
637   }
638 }
639 
640 void Dialect::addType(TypeID typeID, AbstractType &&typeInfo) {
641   auto &impl = context->getImpl();
642   assert(impl.multiThreadedExecutionContext == 0 &&
643          "Registering a new type kind while in a multi-threaded execution "
644          "context");
645   auto *newInfo =
646       new (impl.abstractDialectSymbolAllocator.Allocate<AbstractType>())
647           AbstractType(std::move(typeInfo));
648   if (!impl.registeredTypes.insert({typeID, newInfo}).second)
649     llvm::report_fatal_error("Dialect Type already registered.");
650 }
651 
652 void Dialect::addAttribute(TypeID typeID, AbstractAttribute &&attrInfo) {
653   auto &impl = context->getImpl();
654   assert(impl.multiThreadedExecutionContext == 0 &&
655          "Registering a new attribute kind while in a multi-threaded execution "
656          "context");
657   auto *newInfo =
658       new (impl.abstractDialectSymbolAllocator.Allocate<AbstractAttribute>())
659           AbstractAttribute(std::move(attrInfo));
660   if (!impl.registeredAttributes.insert({typeID, newInfo}).second)
661     llvm::report_fatal_error("Dialect Attribute already registered.");
662 }
663 
664 /// Get the dialect that registered the attribute with the provided typeid.
665 const AbstractAttribute &AbstractAttribute::lookup(TypeID typeID,
666                                                    MLIRContext *context) {
667   auto &impl = context->getImpl();
668   auto it = impl.registeredAttributes.find(typeID);
669   if (it == impl.registeredAttributes.end())
670     llvm::report_fatal_error("Trying to create an Attribute that was not "
671                              "registered in this MLIRContext.");
672   return *it->second;
673 }
674 
675 /// Look up the specified operation in the operation set and return a pointer
676 /// to it if present.  Otherwise, return a null pointer.
677 const AbstractOperation *AbstractOperation::lookup(StringRef opName,
678                                                    MLIRContext *context) {
679   auto &impl = context->getImpl();
680   auto it = impl.registeredOperations.find(opName);
681   if (it != impl.registeredOperations.end())
682     return &it->second;
683   return nullptr;
684 }
685 
686 AbstractOperation::AbstractOperation(
687     StringRef name, Dialect &dialect, OperationProperties opProperties,
688     TypeID typeID,
689     ParseResult (&parseAssembly)(OpAsmParser &parser, OperationState &result),
690     void (&printAssembly)(Operation *op, OpAsmPrinter &p),
691     LogicalResult (&verifyInvariants)(Operation *op),
692     LogicalResult (&foldHook)(Operation *op, ArrayRef<Attribute> operands,
693                               SmallVectorImpl<OpFoldResult> &results),
694     void (&getCanonicalizationPatterns)(OwningRewritePatternList &results,
695                                         MLIRContext *context),
696     detail::InterfaceMap &&interfaceMap, bool (&hasTrait)(TypeID traitID))
697     : name(Identifier::get(name, dialect.getContext())), dialect(dialect),
698       typeID(typeID), parseAssembly(parseAssembly),
699       printAssembly(printAssembly), verifyInvariants(verifyInvariants),
700       foldHook(foldHook),
701       getCanonicalizationPatterns(getCanonicalizationPatterns),
702       opProperties(opProperties), interfaceMap(std::move(interfaceMap)),
703       hasRawTrait(hasTrait) {}
704 
705 /// Get the dialect that registered the type with the provided typeid.
706 const AbstractType &AbstractType::lookup(TypeID typeID, MLIRContext *context) {
707   auto &impl = context->getImpl();
708   auto it = impl.registeredTypes.find(typeID);
709   if (it == impl.registeredTypes.end())
710     llvm::report_fatal_error(
711         "Trying to create a Type that was not registered in this MLIRContext.");
712   return *it->second;
713 }
714 
715 //===----------------------------------------------------------------------===//
716 // Identifier uniquing
717 //===----------------------------------------------------------------------===//
718 
719 /// Return an identifier for the specified string.
720 Identifier Identifier::get(StringRef str, MLIRContext *context) {
721   // Check invariants after seeing if we already have something in the
722   // identifier table - if we already had it in the table, then it already
723   // passed invariant checks.
724   assert(!str.empty() && "Cannot create an empty identifier");
725   assert(str.find('\0') == StringRef::npos &&
726          "Cannot create an identifier with a nul character");
727 
728   auto &impl = context->getImpl();
729   if (!context->isMultithreadingEnabled())
730     return Identifier(&*impl.identifiers.insert(str).first);
731 
732   // Check for an existing instance in the local cache.
733   auto *&localEntry = (*impl.localIdentifierCache)[str];
734   if (localEntry)
735     return Identifier(localEntry);
736 
737   // Check for an existing identifier in read-only mode.
738   {
739     llvm::sys::SmartScopedReader<true> contextLock(impl.identifierMutex);
740     auto it = impl.identifiers.find(str);
741     if (it != impl.identifiers.end()) {
742       localEntry = &*it;
743       return Identifier(localEntry);
744     }
745   }
746 
747   // Acquire a writer-lock so that we can safely create the new instance.
748   llvm::sys::SmartScopedWriter<true> contextLock(impl.identifierMutex);
749   auto it = impl.identifiers.insert(str).first;
750   localEntry = &*it;
751   return Identifier(localEntry);
752 }
753 
754 //===----------------------------------------------------------------------===//
755 // Type uniquing
756 //===----------------------------------------------------------------------===//
757 
758 /// Returns the storage uniquer used for constructing type storage instances.
759 /// This should not be used directly.
760 StorageUniquer &MLIRContext::getTypeUniquer() { return getImpl().typeUniquer; }
761 
762 BFloat16Type BFloat16Type::get(MLIRContext *context) {
763   return context->getImpl().bf16Ty;
764 }
765 Float16Type Float16Type::get(MLIRContext *context) {
766   return context->getImpl().f16Ty;
767 }
768 Float32Type Float32Type::get(MLIRContext *context) {
769   return context->getImpl().f32Ty;
770 }
771 Float64Type Float64Type::get(MLIRContext *context) {
772   return context->getImpl().f64Ty;
773 }
774 
775 /// Get an instance of the IndexType.
776 IndexType IndexType::get(MLIRContext *context) {
777   return context->getImpl().indexTy;
778 }
779 
780 /// Return an existing integer type instance if one is cached within the
781 /// context.
782 static IntegerType
783 getCachedIntegerType(unsigned width,
784                      IntegerType::SignednessSemantics signedness,
785                      MLIRContext *context) {
786   if (signedness != IntegerType::Signless)
787     return IntegerType();
788 
789   switch (width) {
790   case 1:
791     return context->getImpl().int1Ty;
792   case 8:
793     return context->getImpl().int8Ty;
794   case 16:
795     return context->getImpl().int16Ty;
796   case 32:
797     return context->getImpl().int32Ty;
798   case 64:
799     return context->getImpl().int64Ty;
800   case 128:
801     return context->getImpl().int128Ty;
802   default:
803     return IntegerType();
804   }
805 }
806 
807 IntegerType IntegerType::get(unsigned width, MLIRContext *context) {
808   return get(width, IntegerType::Signless, context);
809 }
810 
811 IntegerType IntegerType::get(unsigned width,
812                              IntegerType::SignednessSemantics signedness,
813                              MLIRContext *context) {
814   if (auto cached = getCachedIntegerType(width, signedness, context))
815     return cached;
816   return Base::get(context, width, signedness);
817 }
818 
819 IntegerType IntegerType::getChecked(unsigned width, Location location) {
820   return getChecked(width, IntegerType::Signless, location);
821 }
822 
823 IntegerType IntegerType::getChecked(unsigned width,
824                                     SignednessSemantics signedness,
825                                     Location location) {
826   if (auto cached =
827           getCachedIntegerType(width, signedness, location->getContext()))
828     return cached;
829   return Base::getChecked(location, width, signedness);
830 }
831 
832 /// Get an instance of the NoneType.
833 NoneType NoneType::get(MLIRContext *context) {
834   if (NoneType cachedInst = context->getImpl().noneType)
835     return cachedInst;
836   // Note: May happen when initializing the singleton attributes of the builtin
837   // dialect.
838   return Base::get(context);
839 }
840 
841 //===----------------------------------------------------------------------===//
842 // Attribute uniquing
843 //===----------------------------------------------------------------------===//
844 
845 /// Returns the storage uniquer used for constructing attribute storage
846 /// instances. This should not be used directly.
847 StorageUniquer &MLIRContext::getAttributeUniquer() {
848   return getImpl().attributeUniquer;
849 }
850 
851 /// Initialize the given attribute storage instance.
852 void AttributeUniquer::initializeAttributeStorage(AttributeStorage *storage,
853                                                   MLIRContext *ctx,
854                                                   TypeID attrID) {
855   storage->initialize(AbstractAttribute::lookup(attrID, ctx));
856 
857   // If the attribute did not provide a type, then default to NoneType.
858   if (!storage->getType())
859     storage->setType(NoneType::get(ctx));
860 }
861 
862 BoolAttr BoolAttr::get(bool value, MLIRContext *context) {
863   return value ? context->getImpl().trueAttr : context->getImpl().falseAttr;
864 }
865 
866 UnitAttr UnitAttr::get(MLIRContext *context) {
867   return context->getImpl().unitAttr;
868 }
869 
870 Location UnknownLoc::get(MLIRContext *context) {
871   return context->getImpl().unknownLocAttr;
872 }
873 
874 /// Return empty dictionary.
875 DictionaryAttr DictionaryAttr::getEmpty(MLIRContext *context) {
876   return context->getImpl().emptyDictionaryAttr;
877 }
878 
879 //===----------------------------------------------------------------------===//
880 // AffineMap uniquing
881 //===----------------------------------------------------------------------===//
882 
883 StorageUniquer &MLIRContext::getAffineUniquer() {
884   return getImpl().affineUniquer;
885 }
886 
887 AffineMap AffineMap::getImpl(unsigned dimCount, unsigned symbolCount,
888                              ArrayRef<AffineExpr> results,
889                              MLIRContext *context) {
890   auto &impl = context->getImpl();
891   auto key = std::make_tuple(dimCount, symbolCount, results);
892 
893   // Safely get or create an AffineMap instance.
894   return safeGetOrCreate(
895       impl.affineMaps, key, impl.affineMutex, impl.threadingIsEnabled, [&] {
896         auto *res = impl.affineAllocator.Allocate<detail::AffineMapStorage>();
897 
898         // Copy the results into the bump pointer.
899         results = copyArrayRefInto(impl.affineAllocator, results);
900 
901         // Initialize the memory using placement new.
902         new (res)
903             detail::AffineMapStorage{dimCount, symbolCount, results, context};
904         return AffineMap(res);
905       });
906 }
907 
908 AffineMap AffineMap::get(MLIRContext *context) {
909   return getImpl(/*dimCount=*/0, /*symbolCount=*/0, /*results=*/{}, context);
910 }
911 
912 AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
913                          MLIRContext *context) {
914   return getImpl(dimCount, symbolCount, /*results=*/{}, context);
915 }
916 
917 AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
918                          AffineExpr result) {
919   return getImpl(dimCount, symbolCount, {result}, result.getContext());
920 }
921 
922 AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
923                          ArrayRef<AffineExpr> results, MLIRContext *context) {
924   return getImpl(dimCount, symbolCount, results, context);
925 }
926 
927 //===----------------------------------------------------------------------===//
928 // Integer Sets: these are allocated into the bump pointer, and are immutable.
929 // Unlike AffineMap's, these are uniqued only if they are small.
930 //===----------------------------------------------------------------------===//
931 
932 IntegerSet IntegerSet::get(unsigned dimCount, unsigned symbolCount,
933                            ArrayRef<AffineExpr> constraints,
934                            ArrayRef<bool> eqFlags) {
935   // The number of constraints can't be zero.
936   assert(!constraints.empty());
937   assert(constraints.size() == eqFlags.size());
938 
939   auto &impl = constraints[0].getContext()->getImpl();
940 
941   // A utility function to construct a new IntegerSetStorage instance.
942   auto constructorFn = [&] {
943     auto *res = impl.affineAllocator.Allocate<detail::IntegerSetStorage>();
944 
945     // Copy the results and equality flags into the bump pointer.
946     constraints = copyArrayRefInto(impl.affineAllocator, constraints);
947     eqFlags = copyArrayRefInto(impl.affineAllocator, eqFlags);
948 
949     // Initialize the memory using placement new.
950     new (res)
951         detail::IntegerSetStorage{dimCount, symbolCount, constraints, eqFlags};
952     return IntegerSet(res);
953   };
954 
955   // If this instance is uniqued, then we handle it separately so that multiple
956   // threads may simultaneously access existing instances.
957   if (constraints.size() < IntegerSet::kUniquingThreshold) {
958     auto key = std::make_tuple(dimCount, symbolCount, constraints, eqFlags);
959     return safeGetOrCreate(impl.integerSets, key, impl.affineMutex,
960                            impl.threadingIsEnabled, constructorFn);
961   }
962 
963   // Otherwise, acquire a writer-lock so that we can safely create the new
964   // instance.
965   ScopedWriterLock affineLock(impl.affineMutex, impl.threadingIsEnabled);
966   return constructorFn();
967 }
968 
969 //===----------------------------------------------------------------------===//
970 // StorageUniquerSupport
971 //===----------------------------------------------------------------------===//
972 
973 /// Utility method to generate a default location for use when checking the
974 /// construction invariants of a storage object. This is defined out-of-line to
975 /// avoid the need to include Location.h.
976 const AttributeStorage *
977 mlir::detail::generateUnknownStorageLocation(MLIRContext *ctx) {
978   return reinterpret_cast<const AttributeStorage *>(
979       ctx->getImpl().unknownLocAttr.getAsOpaquePointer());
980 }
981