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//===- MLIRContext.cpp - MLIR Type Classes --------------------------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "mlir/IR/MLIRContext.h"
#include "AffineExprDetail.h"
#include "AffineMapDetail.h"
#include "AttributeDetail.h"
#include "IntegerSetDetail.h"
#include "TypeDetail.h"
#include "mlir/IR/Action.h"
#include "mlir/IR/AffineExpr.h"
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/Attributes.h"
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/BuiltinDialect.h"
#include "mlir/IR/Diagnostics.h"
#include "mlir/IR/Dialect.h"
#include "mlir/IR/ExtensibleDialect.h"
#include "mlir/IR/IntegerSet.h"
#include "mlir/IR/Location.h"
#include "mlir/IR/OpImplementation.h"
#include "mlir/IR/OperationSupport.h"
#include "mlir/IR/Types.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DenseSet.h"
#include "llvm/ADT/SmallString.h"
#include "llvm/ADT/StringSet.h"
#include "llvm/ADT/Twine.h"
#include "llvm/Support/Allocator.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Compiler.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/Mutex.h"
#include "llvm/Support/RWMutex.h"
#include "llvm/Support/ThreadPool.h"
#include "llvm/Support/raw_ostream.h"
#include <memory>
#include <optional>
#define DEBUG_TYPE "mlircontext"
using namespace mlir;
using namespace mlir::detail;
//===----------------------------------------------------------------------===//
// MLIRContext CommandLine Options
//===----------------------------------------------------------------------===//
namespace {
/// This struct contains command line options that can be used to initialize
/// various bits of an MLIRContext. This uses a struct wrapper to avoid the need
/// for global command line options.
struct MLIRContextOptions {
llvm::cl::opt<bool> disableThreading{
"mlir-disable-threading",
llvm::cl::desc("Disable multi-threading within MLIR, overrides any "
"further call to MLIRContext::enableMultiThreading()")};
llvm::cl::opt<bool> printOpOnDiagnostic{
"mlir-print-op-on-diagnostic",
llvm::cl::desc("When a diagnostic is emitted on an operation, also print "
"the operation as an attached note"),
llvm::cl::init(true)};
llvm::cl::opt<bool> printStackTraceOnDiagnostic{
"mlir-print-stacktrace-on-diagnostic",
llvm::cl::desc("When a diagnostic is emitted, also print the stack trace "
"as an attached note")};
};
} // namespace
static llvm::ManagedStatic<MLIRContextOptions> clOptions;
static bool isThreadingGloballyDisabled() {
#if LLVM_ENABLE_THREADS != 0
return clOptions.isConstructed() && clOptions->disableThreading;
#else
return true;
#endif
}
/// Register a set of useful command-line options that can be used to configure
/// various flags within the MLIRContext. These flags are used when constructing
/// an MLIR context for initialization.
void mlir::registerMLIRContextCLOptions() {
// Make sure that the options struct has been initialized.
*clOptions;
}
//===----------------------------------------------------------------------===//
// Locking Utilities
//===----------------------------------------------------------------------===//
namespace {
/// Utility writer lock that takes a runtime flag that specifies if we really
/// need to lock.
struct ScopedWriterLock {
ScopedWriterLock(llvm::sys::SmartRWMutex<true> &mutexParam, bool shouldLock)
: mutex(shouldLock ? &mutexParam : nullptr) {
if (mutex)
mutex->lock();
}
~ScopedWriterLock() {
if (mutex)
mutex->unlock();
}
llvm::sys::SmartRWMutex<true> *mutex;
};
} // namespace
//===----------------------------------------------------------------------===//
// MLIRContextImpl
//===----------------------------------------------------------------------===//
namespace mlir {
/// This is the implementation of the MLIRContext class, using the pImpl idiom.
/// This class is completely private to this file, so everything is public.
class MLIRContextImpl {
public:
//===--------------------------------------------------------------------===//
// Debugging
//===--------------------------------------------------------------------===//
/// An action handler for handling actions that are dispatched through this
/// context.
std::function<void(function_ref<void()>, const tracing::Action &)>
actionHandler;
//===--------------------------------------------------------------------===//
// Diagnostics
//===--------------------------------------------------------------------===//
DiagnosticEngine diagEngine;
//===--------------------------------------------------------------------===//
// Options
//===--------------------------------------------------------------------===//
/// In most cases, creating operation in unregistered dialect is not desired
/// and indicate a misconfiguration of the compiler. This option enables to
/// detect such use cases
bool allowUnregisteredDialects = false;
/// Enable support for multi-threading within MLIR.
bool threadingIsEnabled = true;
/// Track if we are currently executing in a threaded execution environment
/// (like the pass-manager): this is only a debugging feature to help reducing
/// the chances of data races one some context APIs.
#ifndef NDEBUG
std::atomic<int> multiThreadedExecutionContext{0};
#endif
/// If the operation should be attached to diagnostics printed via the
/// Operation::emit methods.
bool printOpOnDiagnostic = true;
/// If the current stack trace should be attached when emitting diagnostics.
bool printStackTraceOnDiagnostic = false;
//===--------------------------------------------------------------------===//
// Other
//===--------------------------------------------------------------------===//
/// This points to the ThreadPool used when processing MLIR tasks in parallel.
/// It can't be nullptr when multi-threading is enabled. Otherwise if
/// multi-threading is disabled, and the threadpool wasn't externally provided
/// using `setThreadPool`, this will be nullptr.
llvm::ThreadPool *threadPool = nullptr;
/// In case where the thread pool is owned by the context, this ensures
/// destruction with the context.
std::unique_ptr<llvm::ThreadPool> ownedThreadPool;
/// An allocator used for AbstractAttribute and AbstractType objects.
llvm::BumpPtrAllocator abstractDialectSymbolAllocator;
/// This is a mapping from operation name to the operation info describing it.
llvm::StringMap<std::unique_ptr<OperationName::Impl>> operations;
/// A vector of operation info specifically for registered operations.
llvm::StringMap<RegisteredOperationName> registeredOperations;
/// This is a sorted container of registered operations for a deterministic
/// and efficient `getRegisteredOperations` implementation.
SmallVector<RegisteredOperationName, 0> sortedRegisteredOperations;
/// This is a list of dialects that are created referring to this context.
/// The MLIRContext owns the objects. These need to be declared after the
/// registered operations to ensure correct destruction order.
DenseMap<StringRef, std::unique_ptr<Dialect>> loadedDialects;
DialectRegistry dialectsRegistry;
/// A mutex used when accessing operation information.
llvm::sys::SmartRWMutex<true> operationInfoMutex;
//===--------------------------------------------------------------------===//
// Affine uniquing
//===--------------------------------------------------------------------===//
// Affine expression, map and integer set uniquing.
StorageUniquer affineUniquer;
//===--------------------------------------------------------------------===//
// Type uniquing
//===--------------------------------------------------------------------===//
DenseMap<TypeID, AbstractType *> registeredTypes;
StorageUniquer typeUniquer;
/// Cached Type Instances.
Float8E5M2Type f8E5M2Ty;
Float8E4M3FNType f8E4M3FNTy;
Float8E5M2FNUZType f8E5M2FNUZTy;
Float8E4M3FNUZType f8E4M3FNUZTy;
Float8E4M3B11FNUZType f8E4M3B11FNUZTy;
BFloat16Type bf16Ty;
Float16Type f16Ty;
FloatTF32Type tf32Ty;
Float32Type f32Ty;
Float64Type f64Ty;
Float80Type f80Ty;
Float128Type f128Ty;
IndexType indexTy;
IntegerType int1Ty, int8Ty, int16Ty, int32Ty, int64Ty, int128Ty;
NoneType noneType;
//===--------------------------------------------------------------------===//
// Attribute uniquing
//===--------------------------------------------------------------------===//
DenseMap<TypeID, AbstractAttribute *> registeredAttributes;
StorageUniquer attributeUniquer;
/// Cached Attribute Instances.
BoolAttr falseAttr, trueAttr;
UnitAttr unitAttr;
UnknownLoc unknownLocAttr;
DictionaryAttr emptyDictionaryAttr;
StringAttr emptyStringAttr;
/// Map of string attributes that may reference a dialect, that are awaiting
/// that dialect to be loaded.
llvm::sys::SmartMutex<true> dialectRefStrAttrMutex;
DenseMap<StringRef, SmallVector<StringAttrStorage *>>
dialectReferencingStrAttrs;
/// A distinct attribute allocator that allocates every time since the
/// address of the distinct attribute storage serves as unique identifier. The
/// allocator is thread safe and frees the allocated storage after its
/// destruction.
DistinctAttributeAllocator distinctAttributeAllocator;
public:
MLIRContextImpl(bool threadingIsEnabled)
: threadingIsEnabled(threadingIsEnabled) {
if (threadingIsEnabled) {
ownedThreadPool = std::make_unique<llvm::ThreadPool>();
threadPool = ownedThreadPool.get();
}
}
~MLIRContextImpl() {
for (auto typeMapping : registeredTypes)
typeMapping.second->~AbstractType();
for (auto attrMapping : registeredAttributes)
attrMapping.second->~AbstractAttribute();
}
};
} // namespace mlir
MLIRContext::MLIRContext(Threading setting)
: MLIRContext(DialectRegistry(), setting) {}
MLIRContext::MLIRContext(const DialectRegistry ®istry, Threading setting)
: impl(new MLIRContextImpl(setting == Threading::ENABLED &&
!isThreadingGloballyDisabled())) {
// Initialize values based on the command line flags if they were provided.
if (clOptions.isConstructed()) {
printOpOnDiagnostic(clOptions->printOpOnDiagnostic);
printStackTraceOnDiagnostic(clOptions->printStackTraceOnDiagnostic);
}
// Pre-populate the registry.
registry.appendTo(impl->dialectsRegistry);
// Ensure the builtin dialect is always pre-loaded.
getOrLoadDialect<BuiltinDialect>();
// Initialize several common attributes and types to avoid the need to lock
// the context when accessing them.
//// Types.
/// Floating-point Types.
impl->f8E5M2Ty = TypeUniquer::get<Float8E5M2Type>(this);
impl->f8E4M3FNTy = TypeUniquer::get<Float8E4M3FNType>(this);
impl->f8E5M2FNUZTy = TypeUniquer::get<Float8E5M2FNUZType>(this);
impl->f8E4M3FNUZTy = TypeUniquer::get<Float8E4M3FNUZType>(this);
impl->f8E4M3B11FNUZTy = TypeUniquer::get<Float8E4M3B11FNUZType>(this);
impl->bf16Ty = TypeUniquer::get<BFloat16Type>(this);
impl->f16Ty = TypeUniquer::get<Float16Type>(this);
impl->tf32Ty = TypeUniquer::get<FloatTF32Type>(this);
impl->f32Ty = TypeUniquer::get<Float32Type>(this);
impl->f64Ty = TypeUniquer::get<Float64Type>(this);
impl->f80Ty = TypeUniquer::get<Float80Type>(this);
impl->f128Ty = TypeUniquer::get<Float128Type>(this);
/// Index Type.
impl->indexTy = TypeUniquer::get<IndexType>(this);
/// Integer Types.
impl->int1Ty = TypeUniquer::get<IntegerType>(this, 1, IntegerType::Signless);
impl->int8Ty = TypeUniquer::get<IntegerType>(this, 8, IntegerType::Signless);
impl->int16Ty =
TypeUniquer::get<IntegerType>(this, 16, IntegerType::Signless);
impl->int32Ty =
TypeUniquer::get<IntegerType>(this, 32, IntegerType::Signless);
impl->int64Ty =
TypeUniquer::get<IntegerType>(this, 64, IntegerType::Signless);
impl->int128Ty =
TypeUniquer::get<IntegerType>(this, 128, IntegerType::Signless);
/// None Type.
impl->noneType = TypeUniquer::get<NoneType>(this);
//// Attributes.
//// Note: These must be registered after the types as they may generate one
//// of the above types internally.
/// Unknown Location Attribute.
impl->unknownLocAttr = AttributeUniquer::get<UnknownLoc>(this);
/// Bool Attributes.
impl->falseAttr = IntegerAttr::getBoolAttrUnchecked(impl->int1Ty, false);
impl->trueAttr = IntegerAttr::getBoolAttrUnchecked(impl->int1Ty, true);
/// Unit Attribute.
impl->unitAttr = AttributeUniquer::get<UnitAttr>(this);
/// The empty dictionary attribute.
impl->emptyDictionaryAttr = DictionaryAttr::getEmptyUnchecked(this);
/// The empty string attribute.
impl->emptyStringAttr = StringAttr::getEmptyStringAttrUnchecked(this);
// Register the affine storage objects with the uniquer.
impl->affineUniquer
.registerParametricStorageType<AffineBinaryOpExprStorage>();
impl->affineUniquer
.registerParametricStorageType<AffineConstantExprStorage>();
impl->affineUniquer.registerParametricStorageType<AffineDimExprStorage>();
impl->affineUniquer.registerParametricStorageType<AffineMapStorage>();
impl->affineUniquer.registerParametricStorageType<IntegerSetStorage>();
}
MLIRContext::~MLIRContext() = default;
/// Copy the specified array of elements into memory managed by the provided
/// bump pointer allocator. This assumes the elements are all PODs.
template <typename T>
static ArrayRef<T> copyArrayRefInto(llvm::BumpPtrAllocator &allocator,
ArrayRef<T> elements) {
auto result = allocator.Allocate<T>(elements.size());
std::uninitialized_copy(elements.begin(), elements.end(), result);
return ArrayRef<T>(result, elements.size());
}
//===----------------------------------------------------------------------===//
// Action Handling
//===----------------------------------------------------------------------===//
void MLIRContext::registerActionHandler(HandlerTy handler) {
getImpl().actionHandler = std::move(handler);
}
/// Dispatch the provided action to the handler if any, or just execute it.
void MLIRContext::executeActionInternal(function_ref<void()> actionFn,
const tracing::Action &action) {
assert(getImpl().actionHandler);
getImpl().actionHandler(actionFn, action);
}
bool MLIRContext::hasActionHandler() { return (bool)getImpl().actionHandler; }
//===----------------------------------------------------------------------===//
// Diagnostic Handlers
//===----------------------------------------------------------------------===//
/// Returns the diagnostic engine for this context.
DiagnosticEngine &MLIRContext::getDiagEngine() { return getImpl().diagEngine; }
//===----------------------------------------------------------------------===//
// Dialect and Operation Registration
//===----------------------------------------------------------------------===//
void MLIRContext::appendDialectRegistry(const DialectRegistry ®istry) {
if (registry.isSubsetOf(impl->dialectsRegistry))
return;
assert(impl->multiThreadedExecutionContext == 0 &&
"appending to the MLIRContext dialect registry while in a "
"multi-threaded execution context");
registry.appendTo(impl->dialectsRegistry);
// For the already loaded dialects, apply any possible extensions immediately.
registry.applyExtensions(this);
}
const DialectRegistry &MLIRContext::getDialectRegistry() {
return impl->dialectsRegistry;
}
/// Return information about all registered IR dialects.
std::vector<Dialect *> MLIRContext::getLoadedDialects() {
std::vector<Dialect *> result;
result.reserve(impl->loadedDialects.size());
for (auto &dialect : impl->loadedDialects)
result.push_back(dialect.second.get());
llvm::array_pod_sort(result.begin(), result.end(),
[](Dialect *const *lhs, Dialect *const *rhs) -> int {
return (*lhs)->getNamespace() < (*rhs)->getNamespace();
});
return result;
}
std::vector<StringRef> MLIRContext::getAvailableDialects() {
std::vector<StringRef> result;
for (auto dialect : impl->dialectsRegistry.getDialectNames())
result.push_back(dialect);
return result;
}
/// Get a registered IR dialect with the given namespace. If none is found,
/// then return nullptr.
Dialect *MLIRContext::getLoadedDialect(StringRef name) {
// Dialects are sorted by name, so we can use binary search for lookup.
auto it = impl->loadedDialects.find(name);
return (it != impl->loadedDialects.end()) ? it->second.get() : nullptr;
}
Dialect *MLIRContext::getOrLoadDialect(StringRef name) {
Dialect *dialect = getLoadedDialect(name);
if (dialect)
return dialect;
DialectAllocatorFunctionRef allocator =
impl->dialectsRegistry.getDialectAllocator(name);
return allocator ? allocator(this) : nullptr;
}
/// Get a dialect for the provided namespace and TypeID: abort the program if a
/// dialect exist for this namespace with different TypeID. Returns a pointer to
/// the dialect owned by the context.
Dialect *
MLIRContext::getOrLoadDialect(StringRef dialectNamespace, TypeID dialectID,
function_ref<std::unique_ptr<Dialect>()> ctor) {
auto &impl = getImpl();
// Get the correct insertion position sorted by namespace.
auto dialectIt = impl.loadedDialects.try_emplace(dialectNamespace, nullptr);
if (dialectIt.second) {
LLVM_DEBUG(llvm::dbgs()
<< "Load new dialect in Context " << dialectNamespace << "\n");
#ifndef NDEBUG
if (impl.multiThreadedExecutionContext != 0)
llvm::report_fatal_error(
"Loading a dialect (" + dialectNamespace +
") while in a multi-threaded execution context (maybe "
"the PassManager): this can indicate a "
"missing `dependentDialects` in a pass for example.");
#endif // NDEBUG
// loadedDialects entry is initialized to nullptr, indicating that the
// dialect is currently being loaded. Re-lookup the address in
// loadedDialects because the table might have been rehashed by recursive
// dialect loading in ctor().
std::unique_ptr<Dialect> &dialectOwned =
impl.loadedDialects[dialectNamespace] = ctor();
Dialect *dialect = dialectOwned.get();
assert(dialect && "dialect ctor failed");
// Refresh all the identifiers dialect field, this catches cases where a
// dialect may be loaded after identifier prefixed with this dialect name
// were already created.
auto stringAttrsIt = impl.dialectReferencingStrAttrs.find(dialectNamespace);
if (stringAttrsIt != impl.dialectReferencingStrAttrs.end()) {
for (StringAttrStorage *storage : stringAttrsIt->second)
storage->referencedDialect = dialect;
impl.dialectReferencingStrAttrs.erase(stringAttrsIt);
}
// Apply any extensions to this newly loaded dialect.
impl.dialectsRegistry.applyExtensions(dialect);
return dialect;
}
#ifndef NDEBUG
if (dialectIt.first->second == nullptr)
llvm::report_fatal_error(
"Loading (and getting) a dialect (" + dialectNamespace +
") while the same dialect is still loading: use loadDialect instead "
"of getOrLoadDialect.");
#endif // NDEBUG
// Abort if dialect with namespace has already been registered.
std::unique_ptr<Dialect> &dialect = dialectIt.first->second;
if (dialect->getTypeID() != dialectID)
llvm::report_fatal_error("a dialect with namespace '" + dialectNamespace +
"' has already been registered");
return dialect.get();
}
bool MLIRContext::isDialectLoading(StringRef dialectNamespace) {
auto it = getImpl().loadedDialects.find(dialectNamespace);
// nullptr indicates that the dialect is currently being loaded.
return it != getImpl().loadedDialects.end() && it->second == nullptr;
}
DynamicDialect *MLIRContext::getOrLoadDynamicDialect(
StringRef dialectNamespace, function_ref<void(DynamicDialect *)> ctor) {
auto &impl = getImpl();
// Get the correct insertion position sorted by namespace.
auto dialectIt = impl.loadedDialects.find(dialectNamespace);
if (dialectIt != impl.loadedDialects.end()) {
if (auto *dynDialect = dyn_cast<DynamicDialect>(dialectIt->second.get()))
return dynDialect;
llvm::report_fatal_error("a dialect with namespace '" + dialectNamespace +
"' has already been registered");
}
LLVM_DEBUG(llvm::dbgs() << "Load new dynamic dialect in Context "
<< dialectNamespace << "\n");
#ifndef NDEBUG
if (impl.multiThreadedExecutionContext != 0)
llvm::report_fatal_error(
"Loading a dynamic dialect (" + dialectNamespace +
") while in a multi-threaded execution context (maybe "
"the PassManager): this can indicate a "
"missing `dependentDialects` in a pass for example.");
#endif
auto name = StringAttr::get(this, dialectNamespace);
auto *dialect = new DynamicDialect(name, this);
(void)getOrLoadDialect(name, dialect->getTypeID(), [dialect, ctor]() {
ctor(dialect);
return std::unique_ptr<DynamicDialect>(dialect);
});
// This is the same result as `getOrLoadDialect` (if it didn't failed),
// since it has the same TypeID, and TypeIDs are unique.
return dialect;
}
void MLIRContext::loadAllAvailableDialects() {
for (StringRef name : getAvailableDialects())
getOrLoadDialect(name);
}
llvm::hash_code MLIRContext::getRegistryHash() {
llvm::hash_code hash(0);
// Factor in number of loaded dialects, attributes, operations, types.
hash = llvm::hash_combine(hash, impl->loadedDialects.size());
hash = llvm::hash_combine(hash, impl->registeredAttributes.size());
hash = llvm::hash_combine(hash, impl->registeredOperations.size());
hash = llvm::hash_combine(hash, impl->registeredTypes.size());
return hash;
}
bool MLIRContext::allowsUnregisteredDialects() {
return impl->allowUnregisteredDialects;
}
void MLIRContext::allowUnregisteredDialects(bool allowing) {
assert(impl->multiThreadedExecutionContext == 0 &&
"changing MLIRContext `allow-unregistered-dialects` configuration "
"while in a multi-threaded execution context");
impl->allowUnregisteredDialects = allowing;
}
/// Return true if multi-threading is enabled by the context.
bool MLIRContext::isMultithreadingEnabled() {
return impl->threadingIsEnabled && llvm::llvm_is_multithreaded();
}
/// Set the flag specifying if multi-threading is disabled by the context.
void MLIRContext::disableMultithreading(bool disable) {
// This API can be overridden by the global debugging flag
// --mlir-disable-threading
if (isThreadingGloballyDisabled())
return;
assert(impl->multiThreadedExecutionContext == 0 &&
"changing MLIRContext `disable-threading` configuration while "
"in a multi-threaded execution context");
impl->threadingIsEnabled = !disable;
// Update the threading mode for each of the uniquers.
impl->affineUniquer.disableMultithreading(disable);
impl->attributeUniquer.disableMultithreading(disable);
impl->typeUniquer.disableMultithreading(disable);
// Destroy thread pool (stop all threads) if it is no longer needed, or create
// a new one if multithreading was re-enabled.
if (disable) {
// If the thread pool is owned, explicitly set it to nullptr to avoid
// keeping a dangling pointer around. If the thread pool is externally
// owned, we don't do anything.
if (impl->ownedThreadPool) {
assert(impl->threadPool);
impl->threadPool = nullptr;
impl->ownedThreadPool.reset();
}
} else if (!impl->threadPool) {
// The thread pool isn't externally provided.
assert(!impl->ownedThreadPool);
impl->ownedThreadPool = std::make_unique<llvm::ThreadPool>();
impl->threadPool = impl->ownedThreadPool.get();
}
}
void MLIRContext::setThreadPool(llvm::ThreadPool &pool) {
assert(!isMultithreadingEnabled() &&
"expected multi-threading to be disabled when setting a ThreadPool");
impl->threadPool = &pool;
impl->ownedThreadPool.reset();
enableMultithreading();
}
unsigned MLIRContext::getNumThreads() {
if (isMultithreadingEnabled()) {
assert(impl->threadPool &&
"multi-threading is enabled but threadpool not set");
return impl->threadPool->getThreadCount();
}
// No multithreading or active thread pool. Return 1 thread.
return 1;
}
llvm::ThreadPool &MLIRContext::getThreadPool() {
assert(isMultithreadingEnabled() &&
"expected multi-threading to be enabled within the context");
assert(impl->threadPool &&
"multi-threading is enabled but threadpool not set");
return *impl->threadPool;
}
void MLIRContext::enterMultiThreadedExecution() {
#ifndef NDEBUG
++impl->multiThreadedExecutionContext;
#endif
}
void MLIRContext::exitMultiThreadedExecution() {
#ifndef NDEBUG
--impl->multiThreadedExecutionContext;
#endif
}
/// Return true if we should attach the operation to diagnostics emitted via
/// Operation::emit.
bool MLIRContext::shouldPrintOpOnDiagnostic() {
return impl->printOpOnDiagnostic;
}
/// Set the flag specifying if we should attach the operation to diagnostics
/// emitted via Operation::emit.
void MLIRContext::printOpOnDiagnostic(bool enable) {
assert(impl->multiThreadedExecutionContext == 0 &&
"changing MLIRContext `print-op-on-diagnostic` configuration while in "
"a multi-threaded execution context");
impl->printOpOnDiagnostic = enable;
}
/// Return true if we should attach the current stacktrace to diagnostics when
/// emitted.
bool MLIRContext::shouldPrintStackTraceOnDiagnostic() {
return impl->printStackTraceOnDiagnostic;
}
/// Set the flag specifying if we should attach the current stacktrace when
/// emitting diagnostics.
void MLIRContext::printStackTraceOnDiagnostic(bool enable) {
assert(impl->multiThreadedExecutionContext == 0 &&
"changing MLIRContext `print-stacktrace-on-diagnostic` configuration "
"while in a multi-threaded execution context");
impl->printStackTraceOnDiagnostic = enable;
}
/// Return information about all registered operations.
ArrayRef<RegisteredOperationName> MLIRContext::getRegisteredOperations() {
return impl->sortedRegisteredOperations;
}
bool MLIRContext::isOperationRegistered(StringRef name) {
return RegisteredOperationName::lookup(name, this).has_value();
}
void Dialect::addType(TypeID typeID, AbstractType &&typeInfo) {
auto &impl = context->getImpl();
assert(impl.multiThreadedExecutionContext == 0 &&
"Registering a new type kind while in a multi-threaded execution "
"context");
auto *newInfo =
new (impl.abstractDialectSymbolAllocator.Allocate<AbstractType>())
AbstractType(std::move(typeInfo));
if (!impl.registeredTypes.insert({typeID, newInfo}).second)
llvm::report_fatal_error("Dialect Type already registered.");
}
void Dialect::addAttribute(TypeID typeID, AbstractAttribute &&attrInfo) {
auto &impl = context->getImpl();
assert(impl.multiThreadedExecutionContext == 0 &&
"Registering a new attribute kind while in a multi-threaded execution "
"context");
auto *newInfo =
new (impl.abstractDialectSymbolAllocator.Allocate<AbstractAttribute>())
AbstractAttribute(std::move(attrInfo));
if (!impl.registeredAttributes.insert({typeID, newInfo}).second)
llvm::report_fatal_error("Dialect Attribute already registered.");
}
//===----------------------------------------------------------------------===//
// AbstractAttribute
//===----------------------------------------------------------------------===//
/// Get the dialect that registered the attribute with the provided typeid.
const AbstractAttribute &AbstractAttribute::lookup(TypeID typeID,
MLIRContext *context) {
const AbstractAttribute *abstract = lookupMutable(typeID, context);
if (!abstract)
llvm::report_fatal_error("Trying to create an Attribute that was not "
"registered in this MLIRContext.");
return *abstract;
}
AbstractAttribute *AbstractAttribute::lookupMutable(TypeID typeID,
MLIRContext *context) {
auto &impl = context->getImpl();
return impl.registeredAttributes.lookup(typeID);
}
//===----------------------------------------------------------------------===//
// OperationName
//===----------------------------------------------------------------------===//
OperationName::Impl::Impl(StringRef name, Dialect *dialect, TypeID typeID,
detail::InterfaceMap interfaceMap)
: Impl(StringAttr::get(dialect->getContext(), name), dialect, typeID,
std::move(interfaceMap)) {}
OperationName::OperationName(StringRef name, MLIRContext *context) {
MLIRContextImpl &ctxImpl = context->getImpl();
// Check for an existing name in read-only mode.
bool isMultithreadingEnabled = context->isMultithreadingEnabled();
if (isMultithreadingEnabled) {
// Check the registered info map first. In the overwhelmingly common case,
// the entry will be in here and it also removes the need to acquire any
// locks.
auto registeredIt = ctxImpl.registeredOperations.find(name);
if (LLVM_LIKELY(registeredIt != ctxImpl.registeredOperations.end())) {
impl = registeredIt->second.impl;
return;
}
llvm::sys::SmartScopedReader<true> contextLock(ctxImpl.operationInfoMutex);
auto it = ctxImpl.operations.find(name);
if (it != ctxImpl.operations.end()) {
impl = it->second.get();
return;
}
}
// Acquire a writer-lock so that we can safely create the new instance.
ScopedWriterLock lock(ctxImpl.operationInfoMutex, isMultithreadingEnabled);
auto it = ctxImpl.operations.insert({name, nullptr});
if (it.second) {
auto nameAttr = StringAttr::get(context, name);
it.first->second = std::make_unique<UnregisteredOpModel>(
nameAttr, nameAttr.getReferencedDialect(), TypeID::get<void>(),
detail::InterfaceMap());
}
impl = it.first->second.get();
}
StringRef OperationName::getDialectNamespace() const {
if (Dialect *dialect = getDialect())
return dialect->getNamespace();
return getStringRef().split('.').first;
}
LogicalResult
OperationName::UnregisteredOpModel::foldHook(Operation *, ArrayRef<Attribute>,
SmallVectorImpl<OpFoldResult> &) {
return failure();
}
void OperationName::UnregisteredOpModel::getCanonicalizationPatterns(
RewritePatternSet &, MLIRContext *) {}
bool OperationName::UnregisteredOpModel::hasTrait(TypeID) { return false; }
OperationName::ParseAssemblyFn
OperationName::UnregisteredOpModel::getParseAssemblyFn() {
llvm::report_fatal_error("getParseAssemblyFn hook called on unregistered op");
}
void OperationName::UnregisteredOpModel::populateDefaultAttrs(
const OperationName &, NamedAttrList &) {}
void OperationName::UnregisteredOpModel::printAssembly(
Operation *op, OpAsmPrinter &p, StringRef defaultDialect) {
p.printGenericOp(op);
}
LogicalResult
OperationName::UnregisteredOpModel::verifyInvariants(Operation *) {
return success();
}
LogicalResult
OperationName::UnregisteredOpModel::verifyRegionInvariants(Operation *) {
return success();
}
std::optional<Attribute>
OperationName::UnregisteredOpModel::getInherentAttr(Operation *op,
StringRef name) {
auto dict = dyn_cast_or_null<DictionaryAttr>(getPropertiesAsAttr(op));
if (!dict)
return std::nullopt;
if (Attribute attr = dict.get(name))
return attr;
return std::nullopt;
}
void OperationName::UnregisteredOpModel::setInherentAttr(Operation *op,
StringAttr name,
Attribute value) {
auto dict = dyn_cast_or_null<DictionaryAttr>(getPropertiesAsAttr(op));
assert(dict);
NamedAttrList attrs(dict);
attrs.set(name, value);
*op->getPropertiesStorage().as<Attribute *>() =
attrs.getDictionary(op->getContext());
}
void OperationName::UnregisteredOpModel::populateInherentAttrs(
Operation *op, NamedAttrList &attrs) {}
LogicalResult OperationName::UnregisteredOpModel::verifyInherentAttrs(
OperationName opName, NamedAttrList &attributes,
function_ref<InFlightDiagnostic()> getDiag) {
return success();
}
int OperationName::UnregisteredOpModel::getOpPropertyByteSize() {
return sizeof(Attribute);
}
void OperationName::UnregisteredOpModel::initProperties(
OperationName opName, OpaqueProperties storage, OpaqueProperties init) {
new (storage.as<Attribute *>()) Attribute();
}
void OperationName::UnregisteredOpModel::deleteProperties(
OpaqueProperties prop) {
prop.as<Attribute *>()->~Attribute();
}
void OperationName::UnregisteredOpModel::populateDefaultProperties(
OperationName opName, OpaqueProperties properties) {}
LogicalResult OperationName::UnregisteredOpModel::setPropertiesFromAttr(
OperationName opName, OpaqueProperties properties, Attribute attr,
InFlightDiagnostic *diag) {
*properties.as<Attribute *>() = attr;
return success();
}
Attribute
OperationName::UnregisteredOpModel::getPropertiesAsAttr(Operation *op) {
return *op->getPropertiesStorage().as<Attribute *>();
}
void OperationName::UnregisteredOpModel::copyProperties(OpaqueProperties lhs,
OpaqueProperties rhs) {
*lhs.as<Attribute *>() = *rhs.as<Attribute *>();
}
llvm::hash_code
OperationName::UnregisteredOpModel::hashProperties(OpaqueProperties prop) {
return llvm::hash_combine(*prop.as<Attribute *>());
}
//===----------------------------------------------------------------------===//
// RegisteredOperationName
//===----------------------------------------------------------------------===//
std::optional<RegisteredOperationName>
RegisteredOperationName::lookup(StringRef name, MLIRContext *ctx) {
auto &impl = ctx->getImpl();
auto it = impl.registeredOperations.find(name);
if (it != impl.registeredOperations.end())
return it->getValue();
return std::nullopt;
}
void RegisteredOperationName::insert(
std::unique_ptr<RegisteredOperationName::Impl> ownedImpl,
ArrayRef<StringRef> attrNames) {
RegisteredOperationName::Impl *impl = ownedImpl.get();
MLIRContext *ctx = impl->getDialect()->getContext();
auto &ctxImpl = ctx->getImpl();
assert(ctxImpl.multiThreadedExecutionContext == 0 &&
"registering a new operation kind while in a multi-threaded execution "
"context");
// Register the attribute names of this operation.
MutableArrayRef<StringAttr> cachedAttrNames;
if (!attrNames.empty()) {
cachedAttrNames = MutableArrayRef<StringAttr>(
ctxImpl.abstractDialectSymbolAllocator.Allocate<StringAttr>(
attrNames.size()),
attrNames.size());
for (unsigned i : llvm::seq<unsigned>(0, attrNames.size()))
new (&cachedAttrNames[i]) StringAttr(StringAttr::get(ctx, attrNames[i]));
impl->attributeNames = cachedAttrNames;
}
StringRef name = impl->getName().strref();
// Insert the operation info if it doesn't exist yet.
auto it = ctxImpl.operations.insert({name, nullptr});
it.first->second = std::move(ownedImpl);
// Update the registered info for this operation.
auto emplaced = ctxImpl.registeredOperations.try_emplace(
name, RegisteredOperationName(impl));
assert(emplaced.second && "operation name registration must be successful");
// Add emplaced operation name to the sorted operations container.
RegisteredOperationName &value = emplaced.first->getValue();
ctxImpl.sortedRegisteredOperations.insert(
llvm::upper_bound(ctxImpl.sortedRegisteredOperations, value,
[](auto &lhs, auto &rhs) {
return lhs.getIdentifier().compare(
rhs.getIdentifier());
}),
value);
}
//===----------------------------------------------------------------------===//
// AbstractType
//===----------------------------------------------------------------------===//
const AbstractType &AbstractType::lookup(TypeID typeID, MLIRContext *context) {
const AbstractType *type = lookupMutable(typeID, context);
if (!type)
llvm::report_fatal_error(
"Trying to create a Type that was not registered in this MLIRContext.");
return *type;
}
AbstractType *AbstractType::lookupMutable(TypeID typeID, MLIRContext *context) {
auto &impl = context->getImpl();
return impl.registeredTypes.lookup(typeID);
}
//===----------------------------------------------------------------------===//
// Type uniquing
//===----------------------------------------------------------------------===//
/// Returns the storage uniquer used for constructing type storage instances.
/// This should not be used directly.
StorageUniquer &MLIRContext::getTypeUniquer() { return getImpl().typeUniquer; }
Float8E5M2Type Float8E5M2Type::get(MLIRContext *context) {
return context->getImpl().f8E5M2Ty;
}
Float8E4M3FNType Float8E4M3FNType::get(MLIRContext *context) {
return context->getImpl().f8E4M3FNTy;
}
Float8E5M2FNUZType Float8E5M2FNUZType::get(MLIRContext *context) {
return context->getImpl().f8E5M2FNUZTy;
}
Float8E4M3FNUZType Float8E4M3FNUZType::get(MLIRContext *context) {
return context->getImpl().f8E4M3FNUZTy;
}
Float8E4M3B11FNUZType Float8E4M3B11FNUZType::get(MLIRContext *context) {
return context->getImpl().f8E4M3B11FNUZTy;
}
BFloat16Type BFloat16Type::get(MLIRContext *context) {
return context->getImpl().bf16Ty;
}
Float16Type Float16Type::get(MLIRContext *context) {
return context->getImpl().f16Ty;
}
FloatTF32Type FloatTF32Type::get(MLIRContext *context) {
return context->getImpl().tf32Ty;
}
Float32Type Float32Type::get(MLIRContext *context) {
return context->getImpl().f32Ty;
}
Float64Type Float64Type::get(MLIRContext *context) {
return context->getImpl().f64Ty;
}
Float80Type Float80Type::get(MLIRContext *context) {
return context->getImpl().f80Ty;
}
Float128Type Float128Type::get(MLIRContext *context) {
return context->getImpl().f128Ty;
}
/// Get an instance of the IndexType.
IndexType IndexType::get(MLIRContext *context) {
return context->getImpl().indexTy;
}
/// Return an existing integer type instance if one is cached within the
/// context.
static IntegerType
getCachedIntegerType(unsigned width,
IntegerType::SignednessSemantics signedness,
MLIRContext *context) {
if (signedness != IntegerType::Signless)
return IntegerType();
switch (width) {
case 1:
return context->getImpl().int1Ty;
case 8:
return context->getImpl().int8Ty;
case 16:
return context->getImpl().int16Ty;
case 32:
return context->getImpl().int32Ty;
case 64:
return context->getImpl().int64Ty;
case 128:
return context->getImpl().int128Ty;
default:
return IntegerType();
}
}
IntegerType IntegerType::get(MLIRContext *context, unsigned width,
IntegerType::SignednessSemantics signedness) {
if (auto cached = getCachedIntegerType(width, signedness, context))
return cached;
return Base::get(context, width, signedness);
}
IntegerType
IntegerType::getChecked(function_ref<InFlightDiagnostic()> emitError,
MLIRContext *context, unsigned width,
SignednessSemantics signedness) {
if (auto cached = getCachedIntegerType(width, signedness, context))
return cached;
return Base::getChecked(emitError, context, width, signedness);
}
/// Get an instance of the NoneType.
NoneType NoneType::get(MLIRContext *context) {
if (NoneType cachedInst = context->getImpl().noneType)
return cachedInst;
// Note: May happen when initializing the singleton attributes of the builtin
// dialect.
return Base::get(context);
}
//===----------------------------------------------------------------------===//
// Attribute uniquing
//===----------------------------------------------------------------------===//
/// Returns the storage uniquer used for constructing attribute storage
/// instances. This should not be used directly.
StorageUniquer &MLIRContext::getAttributeUniquer() {
return getImpl().attributeUniquer;
}
/// Initialize the given attribute storage instance.
void AttributeUniquer::initializeAttributeStorage(AttributeStorage *storage,
MLIRContext *ctx,
TypeID attrID) {
storage->initializeAbstractAttribute(AbstractAttribute::lookup(attrID, ctx));
}
BoolAttr BoolAttr::get(MLIRContext *context, bool value) {
return value ? context->getImpl().trueAttr : context->getImpl().falseAttr;
}
UnitAttr UnitAttr::get(MLIRContext *context) {
return context->getImpl().unitAttr;
}
UnknownLoc UnknownLoc::get(MLIRContext *context) {
return context->getImpl().unknownLocAttr;
}
DistinctAttrStorage *
detail::DistinctAttributeUniquer::allocateStorage(MLIRContext *context,
Attribute referencedAttr) {
return context->getImpl().distinctAttributeAllocator.allocate(referencedAttr);
}
/// Return empty dictionary.
DictionaryAttr DictionaryAttr::getEmpty(MLIRContext *context) {
return context->getImpl().emptyDictionaryAttr;
}
void StringAttrStorage::initialize(MLIRContext *context) {
// Check for a dialect namespace prefix, if there isn't one we don't need to
// do any additional initialization.
auto dialectNamePair = value.split('.');
if (dialectNamePair.first.empty() || dialectNamePair.second.empty())
return;
// If one exists, we check to see if this dialect is loaded. If it is, we set
// the dialect now, if it isn't we record this storage for initialization
// later if the dialect ever gets loaded.
if ((referencedDialect = context->getLoadedDialect(dialectNamePair.first)))
return;
MLIRContextImpl &impl = context->getImpl();
llvm::sys::SmartScopedLock<true> lock(impl.dialectRefStrAttrMutex);
impl.dialectReferencingStrAttrs[dialectNamePair.first].push_back(this);
}
/// Return an empty string.
StringAttr StringAttr::get(MLIRContext *context) {
return context->getImpl().emptyStringAttr;
}
//===----------------------------------------------------------------------===//
// AffineMap uniquing
//===----------------------------------------------------------------------===//
StorageUniquer &MLIRContext::getAffineUniquer() {
return getImpl().affineUniquer;
}
AffineMap AffineMap::getImpl(unsigned dimCount, unsigned symbolCount,
ArrayRef<AffineExpr> results,
MLIRContext *context) {
auto &impl = context->getImpl();
auto *storage = impl.affineUniquer.get<AffineMapStorage>(
[&](AffineMapStorage *storage) { storage->context = context; }, dimCount,
symbolCount, results);
return AffineMap(storage);
}
/// Check whether the arguments passed to the AffineMap::get() are consistent.
/// This method checks whether the highest index of dimensional identifier
/// present in result expressions is less than `dimCount` and the highest index
/// of symbolic identifier present in result expressions is less than
/// `symbolCount`.
LLVM_ATTRIBUTE_UNUSED static bool
willBeValidAffineMap(unsigned dimCount, unsigned symbolCount,
ArrayRef<AffineExpr> results) {
int64_t maxDimPosition = -1;
int64_t maxSymbolPosition = -1;
getMaxDimAndSymbol(ArrayRef<ArrayRef<AffineExpr>>(results), maxDimPosition,
maxSymbolPosition);
if ((maxDimPosition >= dimCount) || (maxSymbolPosition >= symbolCount)) {
LLVM_DEBUG(
llvm::dbgs()
<< "maximum dimensional identifier position in result expression must "
"be less than `dimCount` and maximum symbolic identifier position "
"in result expression must be less than `symbolCount`\n");
return false;
}
return true;
}
AffineMap AffineMap::get(MLIRContext *context) {
return getImpl(/*dimCount=*/0, /*symbolCount=*/0, /*results=*/{}, context);
}
AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
MLIRContext *context) {
return getImpl(dimCount, symbolCount, /*results=*/{}, context);
}
AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
AffineExpr result) {
assert(willBeValidAffineMap(dimCount, symbolCount, {result}));
return getImpl(dimCount, symbolCount, {result}, result.getContext());
}
AffineMap AffineMap::get(unsigned dimCount, unsigned symbolCount,
ArrayRef<AffineExpr> results, MLIRContext *context) {
assert(willBeValidAffineMap(dimCount, symbolCount, results));
return getImpl(dimCount, symbolCount, results, context);
}
//===----------------------------------------------------------------------===//
// Integer Sets: these are allocated into the bump pointer, and are immutable.
// Unlike AffineMap's, these are uniqued only if they are small.
//===----------------------------------------------------------------------===//
IntegerSet IntegerSet::get(unsigned dimCount, unsigned symbolCount,
ArrayRef<AffineExpr> constraints,
ArrayRef<bool> eqFlags) {
// The number of constraints can't be zero.
assert(!constraints.empty());
assert(constraints.size() == eqFlags.size());
auto &impl = constraints[0].getContext()->getImpl();
auto *storage = impl.affineUniquer.get<IntegerSetStorage>(
[](IntegerSetStorage *) {}, dimCount, symbolCount, constraints, eqFlags);
return IntegerSet(storage);
}
//===----------------------------------------------------------------------===//
// StorageUniquerSupport
//===----------------------------------------------------------------------===//
/// Utility method to generate a callback that can be used to generate a
/// diagnostic when checking the construction invariants of a storage object.
/// This is defined out-of-line to avoid the need to include Location.h.
llvm::unique_function<InFlightDiagnostic()>
mlir::detail::getDefaultDiagnosticEmitFn(MLIRContext *ctx) {
return [ctx] { return emitError(UnknownLoc::get(ctx)); };
}
llvm::unique_function<InFlightDiagnostic()>
mlir::detail::getDefaultDiagnosticEmitFn(const Location &loc) {
return [=] { return emitError(loc); };
}
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