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//===- Globals.h - MLIR Python extension globals --------------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
#ifndef MLIR_BINDINGS_PYTHON_GLOBALS_H
#define MLIR_BINDINGS_PYTHON_GLOBALS_H
#include <optional>
#include <regex>
#include <string>
#include <string_view>
#include <unordered_map>
#include <unordered_set>
#include <vector>
#include "mlir-c/IR.h"
#include "mlir-c/Support.h"
#include "mlir/Bindings/Python/NanobindUtils.h"
namespace mlir {
namespace python {
namespace MLIR_BINDINGS_PYTHON_DOMAIN {
/// Globals that are always accessible once the extension has been initialized.
/// Methods of this class are thread-safe.
class MLIR_PYTHON_API_EXPORTED PyGlobals {
public:
PyGlobals();
~PyGlobals();
/// Most code should get the globals via this static accessor.
static PyGlobals &get();
/// Get and set the list of parent modules to search for dialect
/// implementation classes.
std::vector<std::string> getDialectSearchPrefixes() {
nanobind::ft_lock_guard lock(mutex);
return dialectSearchPrefixes;
}
void setDialectSearchPrefixes(std::vector<std::string> newValues) {
nanobind::ft_lock_guard lock(mutex);
dialectSearchPrefixes.swap(newValues);
}
void addDialectSearchPrefix(std::string value) {
nanobind::ft_lock_guard lock(mutex);
dialectSearchPrefixes.push_back(std::move(value));
}
/// Loads a python module corresponding to the given dialect namespace.
/// No-ops if the module has already been loaded or is not found. Raises
/// an error on any evaluation issues.
/// Note that this returns void because it is expected that the module
/// contains calls to decorators and helpers that register the salient
/// entities. Returns true if dialect is successfully loaded.
bool loadDialectModule(std::string_view dialectNamespace);
/// Adds a user-friendly Attribute builder.
/// Raises an exception if the mapping already exists and replace == false
/// and allow_existing == false.
/// Silently skips registration if allow_existing == true and the mapping
/// already exists (first registration wins).
/// This is intended to be called by implementation code.
void registerAttributeBuilder(const std::string &attributeKind,
nanobind::callable pyFunc, bool replace = false,
bool allow_existing = false);
/// Adds a user-friendly type caster. Raises an exception if the mapping
/// already exists and replace == false. This is intended to be called by
/// implementation code.
void registerTypeCaster(MlirTypeID mlirTypeID, nanobind::callable typeCaster,
bool replace = false);
/// Adds a user-friendly value caster. Raises an exception if the mapping
/// already exists and replace == false. This is intended to be called by
/// implementation code.
void registerValueCaster(MlirTypeID mlirTypeID,
nanobind::callable valueCaster,
bool replace = false);
/// Adds a concrete implementation dialect class.
/// Raises an exception if the mapping already exists and replace == false.
/// This is intended to be called by implementation code.
void registerDialectImpl(const std::string &dialectNamespace,
nanobind::object pyClass, bool replace = false);
/// Adds a concrete implementation operation class.
/// Raises an exception if the mapping already exists and replace == false.
/// This is intended to be called by implementation code.
void registerOperationImpl(const std::string &operationName,
nanobind::object pyClass, bool replace = false);
/// Adds an operation adaptor class.
/// Raises an exception if the mapping already exists and replace == false.
/// This is intended to be called by implementation code.
void registerOpAdaptorImpl(const std::string &operationName,
nanobind::object pyClass, bool replace = false);
/// Returns the custom Attribute builder for Attribute kind.
std::optional<nanobind::callable>
lookupAttributeBuilder(const std::string &attributeKind);
/// Returns the custom type caster for MlirTypeID mlirTypeID.
std::optional<nanobind::callable> lookupTypeCaster(MlirTypeID mlirTypeID,
MlirDialect dialect);
/// Returns the custom value caster for MlirTypeID mlirTypeID.
std::optional<nanobind::callable> lookupValueCaster(MlirTypeID mlirTypeID,
MlirDialect dialect);
/// Looks up a registered dialect class by namespace. Note that this may
/// trigger loading of the defining module and can arbitrarily re-enter.
std::optional<nanobind::object>
lookupDialectClass(const std::string &dialectNamespace);
/// Looks up a registered operation class (deriving from OpView) by operation
/// name. Note that this may trigger a load of the dialect, which can
/// arbitrarily re-enter.
std::optional<nanobind::object>
lookupOperationClass(std::string_view operationName);
/// Looks up a registered operation adaptor class by operation
/// name. Note that this may trigger a load of the dialect, which can
/// arbitrarily re-enter.
std::optional<nanobind::object>
lookupOpAdaptorClass(std::string_view operationName);
class MLIR_PYTHON_API_EXPORTED TracebackLoc {
public:
/// Policy for handling explicit loc= when loc_tracebacks() is active.
enum class OnExplicitAction : uint8_t {
UseExplicit, // use loc= as base (default)
UseTraceback, // discard loc=, generate traceback
};
/// Policy for composing Location.current with the computed location.
/// TODO: possibly add CallSiteLoc wrap and a generic Fuse option
/// (`fused[Location.current, baseLoc]`) for non-NameLoc cases.
enum class CurrentLocAction : uint8_t {
Fallback, // use Location.current only as fallback (default)
NamelocWrap, // extract NameLoc names, wrap computed loc
};
bool locTracebacksEnabled();
void setLocTracebacksEnabled(bool value);
size_t locTracebackFramesLimit();
void setLocTracebackFramesLimit(size_t value);
void registerTracebackFileInclusion(const std::string &file);
void registerTracebackFileExclusion(const std::string &file);
bool isUserTracebackFilename(std::string_view file);
OnExplicitAction tracebackActionOnExplicitLoc();
void setTracebackActionOnExplicitLoc(OnExplicitAction action);
CurrentLocAction tracebackActionOnCurrentLoc();
void setTracebackActionOnCurrentLoc(CurrentLocAction action);
static constexpr size_t kMaxFrames = 512;
private:
nanobind::ft_mutex mutex;
bool locTracebackEnabled_ = false;
size_t locTracebackFramesLimit_ = 10;
OnExplicitAction onExplicitAction = OnExplicitAction::UseExplicit;
CurrentLocAction currentLocAction = CurrentLocAction::Fallback;
std::unordered_set<std::string> userTracebackIncludeFiles;
std::unordered_set<std::string> userTracebackExcludeFiles;
std::regex userTracebackIncludeRegex;
bool rebuildUserTracebackIncludeRegex = false;
std::regex userTracebackExcludeRegex;
bool rebuildUserTracebackExcludeRegex = false;
std::unordered_map<std::string, bool> isUserTracebackFilenameCache;
};
TracebackLoc &getTracebackLoc() { return tracebackLoc; }
class TypeIDAllocator {
public:
TypeIDAllocator() : allocator(mlirTypeIDAllocatorCreate()) {}
~TypeIDAllocator() {
if (allocator.ptr)
mlirTypeIDAllocatorDestroy(allocator);
}
TypeIDAllocator(const TypeIDAllocator &) = delete;
TypeIDAllocator(TypeIDAllocator &&other) : allocator(other.allocator) {
other.allocator.ptr = nullptr;
}
MlirTypeIDAllocator get() { return allocator; }
MlirTypeID allocate() {
return mlirTypeIDAllocatorAllocateTypeID(allocator);
}
private:
MlirTypeIDAllocator allocator;
};
MlirTypeID allocateTypeID() { return typeIDAllocator.allocate(); }
private:
static PyGlobals *instance;
nanobind::ft_mutex mutex;
/// Module name prefixes to search under for dialect implementation modules.
std::vector<std::string> dialectSearchPrefixes;
/// Map of dialect namespace to external dialect class object.
std::unordered_map<std::string, nanobind::object> dialectClassMap;
/// Map of full operation name to external operation class object.
std::unordered_map<std::string, nanobind::object> operationClassMap;
/// Map of full operation name to external operation adaptor class object.
std::unordered_map<std::string, nanobind::object> opAdaptorClassMap;
/// Map of attribute ODS name to custom builder.
std::unordered_map<std::string, nanobind::callable> attributeBuilderMap;
/// Map of MlirTypeID to custom type caster.
std::unordered_map<MlirTypeID, nanobind::callable, MlirTypeIDHash,
MlirTypeIDEqual>
typeCasterMap;
/// Map of MlirTypeID to custom value caster.
std::unordered_map<MlirTypeID, nanobind::callable, MlirTypeIDHash,
MlirTypeIDEqual>
valueCasterMap;
/// Set of dialect namespaces that we have attempted to import implementation
/// modules for.
std::unordered_set<std::string> loadedDialectModules;
TracebackLoc tracebackLoc;
TypeIDAllocator typeIDAllocator;
};
} // namespace MLIR_BINDINGS_PYTHON_DOMAIN
} // namespace python
} // namespace mlir
#endif // MLIR_BINDINGS_PYTHON_GLOBALS_H