MLIR  21.0.0git
Globals.h
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1 //===- Globals.h - MLIR Python extension globals --------------------------===//
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 #ifndef MLIR_BINDINGS_PYTHON_GLOBALS_H
10 #define MLIR_BINDINGS_PYTHON_GLOBALS_H
11 
12 #include <optional>
13 #include <string>
14 #include <vector>
15 
16 #include "NanobindUtils.h"
17 #include "mlir-c/IR.h"
18 #include "mlir/CAPI/Support.h"
19 #include "llvm/ADT/DenseMap.h"
20 #include "llvm/ADT/StringRef.h"
21 #include "llvm/ADT/StringSet.h"
22 
23 namespace mlir {
24 namespace python {
25 
26 /// Globals that are always accessible once the extension has been initialized.
27 /// Methods of this class are thread-safe.
28 class PyGlobals {
29 public:
30  PyGlobals();
31  ~PyGlobals();
32 
33  /// Most code should get the globals via this static accessor.
34  static PyGlobals &get() {
35  assert(instance && "PyGlobals is null");
36  return *instance;
37  }
38 
39  /// Get and set the list of parent modules to search for dialect
40  /// implementation classes.
41  std::vector<std::string> getDialectSearchPrefixes() {
42  nanobind::ft_lock_guard lock(mutex);
43  return dialectSearchPrefixes;
44  }
45  void setDialectSearchPrefixes(std::vector<std::string> newValues) {
46  nanobind::ft_lock_guard lock(mutex);
47  dialectSearchPrefixes.swap(newValues);
48  }
49  void addDialectSearchPrefix(std::string value) {
50  nanobind::ft_lock_guard lock(mutex);
51  dialectSearchPrefixes.push_back(std::move(value));
52  }
53 
54  /// Loads a python module corresponding to the given dialect namespace.
55  /// No-ops if the module has already been loaded or is not found. Raises
56  /// an error on any evaluation issues.
57  /// Note that this returns void because it is expected that the module
58  /// contains calls to decorators and helpers that register the salient
59  /// entities. Returns true if dialect is successfully loaded.
60  bool loadDialectModule(llvm::StringRef dialectNamespace);
61 
62  /// Adds a user-friendly Attribute builder.
63  /// Raises an exception if the mapping already exists and replace == false.
64  /// This is intended to be called by implementation code.
65  void registerAttributeBuilder(const std::string &attributeKind,
66  nanobind::callable pyFunc,
67  bool replace = false);
68 
69  /// Adds a user-friendly type caster. Raises an exception if the mapping
70  /// already exists and replace == false. This is intended to be called by
71  /// implementation code.
72  void registerTypeCaster(MlirTypeID mlirTypeID, nanobind::callable typeCaster,
73  bool replace = false);
74 
75  /// Adds a user-friendly value caster. Raises an exception if the mapping
76  /// already exists and replace == false. This is intended to be called by
77  /// implementation code.
78  void registerValueCaster(MlirTypeID mlirTypeID,
79  nanobind::callable valueCaster,
80  bool replace = false);
81 
82  /// Adds a concrete implementation dialect class.
83  /// Raises an exception if the mapping already exists.
84  /// This is intended to be called by implementation code.
85  void registerDialectImpl(const std::string &dialectNamespace,
86  nanobind::object pyClass);
87 
88  /// Adds a concrete implementation operation class.
89  /// Raises an exception if the mapping already exists and replace == false.
90  /// This is intended to be called by implementation code.
91  void registerOperationImpl(const std::string &operationName,
92  nanobind::object pyClass, bool replace = false);
93 
94  /// Returns the custom Attribute builder for Attribute kind.
95  std::optional<nanobind::callable>
96  lookupAttributeBuilder(const std::string &attributeKind);
97 
98  /// Returns the custom type caster for MlirTypeID mlirTypeID.
99  std::optional<nanobind::callable> lookupTypeCaster(MlirTypeID mlirTypeID,
100  MlirDialect dialect);
101 
102  /// Returns the custom value caster for MlirTypeID mlirTypeID.
103  std::optional<nanobind::callable> lookupValueCaster(MlirTypeID mlirTypeID,
104  MlirDialect dialect);
105 
106  /// Looks up a registered dialect class by namespace. Note that this may
107  /// trigger loading of the defining module and can arbitrarily re-enter.
108  std::optional<nanobind::object>
109  lookupDialectClass(const std::string &dialectNamespace);
110 
111  /// Looks up a registered operation class (deriving from OpView) by operation
112  /// name. Note that this may trigger a load of the dialect, which can
113  /// arbitrarily re-enter.
114  std::optional<nanobind::object>
115  lookupOperationClass(llvm::StringRef operationName);
116 
117 private:
118  static PyGlobals *instance;
119 
120  nanobind::ft_mutex mutex;
121 
122  /// Module name prefixes to search under for dialect implementation modules.
123  std::vector<std::string> dialectSearchPrefixes;
124  /// Map of dialect namespace to external dialect class object.
125  llvm::StringMap<nanobind::object> dialectClassMap;
126  /// Map of full operation name to external operation class object.
127  llvm::StringMap<nanobind::object> operationClassMap;
128  /// Map of attribute ODS name to custom builder.
129  llvm::StringMap<nanobind::callable> attributeBuilderMap;
130  /// Map of MlirTypeID to custom type caster.
132  /// Map of MlirTypeID to custom value caster.
134  /// Set of dialect namespaces that we have attempted to import implementation
135  /// modules for.
136  llvm::StringSet<> loadedDialectModules;
137 };
138 
139 } // namespace python
140 } // namespace mlir
141 
142 #endif // MLIR_BINDINGS_PYTHON_GLOBALS_H
Globals that are always accessible once the extension has been initialized.
Definition: Globals.h:28
bool loadDialectModule(llvm::StringRef dialectNamespace)
Loads a python module corresponding to the given dialect namespace.
Definition: IRModule.cpp:40
void registerTypeCaster(MlirTypeID mlirTypeID, nanobind::callable typeCaster, bool replace=false)
Adds a user-friendly type caster.
Definition: IRModule.cpp:87
std::vector< std::string > getDialectSearchPrefixes()
Get and set the list of parent modules to search for dialect implementation classes.
Definition: Globals.h:41
void addDialectSearchPrefix(std::string value)
Definition: Globals.h:49
void registerOperationImpl(const std::string &operationName, nanobind::object pyClass, bool replace=false)
Adds a concrete implementation operation class.
Definition: IRModule.cpp:119
void registerAttributeBuilder(const std::string &attributeKind, nanobind::callable pyFunc, bool replace=false)
Adds a user-friendly Attribute builder.
Definition: IRModule.cpp:73
void registerValueCaster(MlirTypeID mlirTypeID, nanobind::callable valueCaster, bool replace=false)
Adds a user-friendly value caster.
Definition: IRModule.cpp:97
std::optional< nanobind::callable > lookupValueCaster(MlirTypeID mlirTypeID, MlirDialect dialect)
Returns the custom value caster for MlirTypeID mlirTypeID.
Definition: IRModule.cpp:155
void setDialectSearchPrefixes(std::vector< std::string > newValues)
Definition: Globals.h:45
std::optional< nanobind::object > lookupDialectClass(const std::string &dialectNamespace)
Looks up a registered dialect class by namespace.
Definition: IRModule.cpp:169
std::optional< nanobind::object > lookupOperationClass(llvm::StringRef operationName)
Looks up a registered operation class (deriving from OpView) by operation name.
Definition: IRModule.cpp:184
static PyGlobals & get()
Most code should get the globals via this static accessor.
Definition: Globals.h:34
std::optional< nanobind::callable > lookupAttributeBuilder(const std::string &attributeKind)
Returns the custom Attribute builder for Attribute kind.
Definition: IRModule.cpp:132
void registerDialectImpl(const std::string &dialectNamespace, nanobind::object pyClass)
Adds a concrete implementation dialect class.
Definition: IRModule.cpp:107
std::optional< nanobind::callable > lookupTypeCaster(MlirTypeID mlirTypeID, MlirDialect dialect)
Returns the custom type caster for MlirTypeID mlirTypeID.
Definition: IRModule.cpp:142
Include the generated interface declarations.