MLIR  22.0.0git
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 <regex>
14 #include <string>
15 #include <unordered_set>
16 #include <vector>
17 
18 #include "NanobindUtils.h"
19 #include "mlir-c/IR.h"
20 #include "mlir-c/Support.h"
21 #include "mlir/CAPI/Support.h"
22 #include "llvm/ADT/DenseMap.h"
23 #include "llvm/ADT/StringExtras.h"
24 #include "llvm/ADT/StringRef.h"
25 #include "llvm/ADT/StringSet.h"
26 #include "llvm/Support/Regex.h"
27 
28 namespace mlir {
29 namespace python {
30 
31 /// Globals that are always accessible once the extension has been initialized.
32 /// Methods of this class are thread-safe.
33 class PyGlobals {
34 public:
35  PyGlobals();
36  ~PyGlobals();
37 
38  /// Most code should get the globals via this static accessor.
39  static PyGlobals &get() {
40  assert(instance && "PyGlobals is null");
41  return *instance;
42  }
43 
44  /// Get and set the list of parent modules to search for dialect
45  /// implementation classes.
46  std::vector<std::string> getDialectSearchPrefixes() {
47  nanobind::ft_lock_guard lock(mutex);
48  return dialectSearchPrefixes;
49  }
50  void setDialectSearchPrefixes(std::vector<std::string> newValues) {
51  nanobind::ft_lock_guard lock(mutex);
52  dialectSearchPrefixes.swap(newValues);
53  }
54  void addDialectSearchPrefix(std::string value) {
55  nanobind::ft_lock_guard lock(mutex);
56  dialectSearchPrefixes.push_back(std::move(value));
57  }
58 
59  /// Loads a python module corresponding to the given dialect namespace.
60  /// No-ops if the module has already been loaded or is not found. Raises
61  /// an error on any evaluation issues.
62  /// Note that this returns void because it is expected that the module
63  /// contains calls to decorators and helpers that register the salient
64  /// entities. Returns true if dialect is successfully loaded.
65  bool loadDialectModule(llvm::StringRef dialectNamespace);
66 
67  /// Adds a user-friendly Attribute builder.
68  /// Raises an exception if the mapping already exists and replace == false.
69  /// This is intended to be called by implementation code.
70  void registerAttributeBuilder(const std::string &attributeKind,
71  nanobind::callable pyFunc,
72  bool replace = false);
73 
74  /// Adds a user-friendly type caster. Raises an exception if the mapping
75  /// already exists and replace == false. This is intended to be called by
76  /// implementation code.
77  void registerTypeCaster(MlirTypeID mlirTypeID, nanobind::callable typeCaster,
78  bool replace = false);
79 
80  /// Adds a user-friendly value caster. Raises an exception if the mapping
81  /// already exists and replace == false. This is intended to be called by
82  /// implementation code.
83  void registerValueCaster(MlirTypeID mlirTypeID,
84  nanobind::callable valueCaster,
85  bool replace = false);
86 
87  /// Adds a concrete implementation dialect class.
88  /// Raises an exception if the mapping already exists.
89  /// This is intended to be called by implementation code.
90  void registerDialectImpl(const std::string &dialectNamespace,
91  nanobind::object pyClass);
92 
93  /// Adds a concrete implementation operation class.
94  /// Raises an exception if the mapping already exists and replace == false.
95  /// This is intended to be called by implementation code.
96  void registerOperationImpl(const std::string &operationName,
97  nanobind::object pyClass, bool replace = false);
98 
99  /// Returns the custom Attribute builder for Attribute kind.
100  std::optional<nanobind::callable>
101  lookupAttributeBuilder(const std::string &attributeKind);
102 
103  /// Returns the custom type caster for MlirTypeID mlirTypeID.
104  std::optional<nanobind::callable> lookupTypeCaster(MlirTypeID mlirTypeID,
105  MlirDialect dialect);
106 
107  /// Returns the custom value caster for MlirTypeID mlirTypeID.
108  std::optional<nanobind::callable> lookupValueCaster(MlirTypeID mlirTypeID,
109  MlirDialect dialect);
110 
111  /// Looks up a registered dialect class by namespace. Note that this may
112  /// trigger loading of the defining module and can arbitrarily re-enter.
113  std::optional<nanobind::object>
114  lookupDialectClass(const std::string &dialectNamespace);
115 
116  /// Looks up a registered operation class (deriving from OpView) by operation
117  /// name. Note that this may trigger a load of the dialect, which can
118  /// arbitrarily re-enter.
119  std::optional<nanobind::object>
120  lookupOperationClass(llvm::StringRef operationName);
121 
122  class TracebackLoc {
123  public:
124  bool locTracebacksEnabled();
125 
126  void setLocTracebacksEnabled(bool value);
127 
128  size_t locTracebackFramesLimit();
129 
130  void setLocTracebackFramesLimit(size_t value);
131 
132  void registerTracebackFileInclusion(const std::string &file);
133 
134  void registerTracebackFileExclusion(const std::string &file);
135 
136  bool isUserTracebackFilename(llvm::StringRef file);
137 
138  static constexpr size_t kMaxFrames = 512;
139 
140  private:
141  nanobind::ft_mutex mutex;
142  bool locTracebackEnabled_ = false;
143  size_t locTracebackFramesLimit_ = 10;
144  std::unordered_set<std::string> userTracebackIncludeFiles;
145  std::unordered_set<std::string> userTracebackExcludeFiles;
146  std::regex userTracebackIncludeRegex;
147  bool rebuildUserTracebackIncludeRegex = false;
148  std::regex userTracebackExcludeRegex;
149  bool rebuildUserTracebackExcludeRegex = false;
150  llvm::StringMap<bool> isUserTracebackFilenameCache;
151  };
152 
153  TracebackLoc &getTracebackLoc() { return tracebackLoc; }
154 
156  public:
159  if (allocator.ptr)
160  mlirTypeIDAllocatorDestroy(allocator);
161  }
162  TypeIDAllocator(const TypeIDAllocator &) = delete;
163  TypeIDAllocator(TypeIDAllocator &&other) : allocator(other.allocator) {
164  other.allocator.ptr = nullptr;
165  }
166 
167  MlirTypeIDAllocator get() { return allocator; }
168  MlirTypeID allocate() {
169  return mlirTypeIDAllocatorAllocateTypeID(allocator);
170  }
171 
172  private:
173  MlirTypeIDAllocator allocator;
174  };
175 
176  MlirTypeID allocateTypeID() { return typeIDAllocator.allocate(); }
177 
178 private:
179  static PyGlobals *instance;
180 
181  nanobind::ft_mutex mutex;
182 
183  /// Module name prefixes to search under for dialect implementation modules.
184  std::vector<std::string> dialectSearchPrefixes;
185  /// Map of dialect namespace to external dialect class object.
186  llvm::StringMap<nanobind::object> dialectClassMap;
187  /// Map of full operation name to external operation class object.
188  llvm::StringMap<nanobind::object> operationClassMap;
189  /// Map of attribute ODS name to custom builder.
190  llvm::StringMap<nanobind::callable> attributeBuilderMap;
191  /// Map of MlirTypeID to custom type caster.
193  /// Map of MlirTypeID to custom value caster.
195  /// Set of dialect namespaces that we have attempted to import implementation
196  /// modules for.
197  llvm::StringSet<> loadedDialectModules;
198 
199  TracebackLoc tracebackLoc;
200  TypeIDAllocator typeIDAllocator;
201 };
202 
203 } // namespace python
204 } // namespace mlir
205 
206 #endif // MLIR_BINDINGS_PYTHON_GLOBALS_H
This class provides a way to define new TypeIDs at runtime.
Definition: TypeID.h:349
void registerTracebackFileExclusion(const std::string &file)
Definition: IRModule.cpp:233
static constexpr size_t kMaxFrames
Definition: Globals.h:138
bool isUserTracebackFilename(llvm::StringRef file)
Definition: IRModule.cpp:245
void setLocTracebacksEnabled(bool value)
Definition: IRModule.cpp:206
void setLocTracebackFramesLimit(size_t value)
Definition: IRModule.cpp:216
void registerTracebackFileInclusion(const std::string &file)
Definition: IRModule.cpp:221
TypeIDAllocator(const TypeIDAllocator &)=delete
TypeIDAllocator(TypeIDAllocator &&other)
Definition: Globals.h:163
Globals that are always accessible once the extension has been initialized.
Definition: Globals.h:33
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:46
void addDialectSearchPrefix(std::string value)
Definition: Globals.h:54
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:50
MlirTypeID allocateTypeID()
Definition: Globals.h:176
TracebackLoc & getTracebackLoc()
Definition: Globals.h:153
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:39
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
MLIR_CAPI_EXPORTED void mlirTypeIDAllocatorDestroy(MlirTypeIDAllocator allocator)
Deallocates the allocator and all allocated type ids.
Definition: Support.cpp:63
MLIR_CAPI_EXPORTED MlirTypeID mlirTypeIDAllocatorAllocateTypeID(MlirTypeIDAllocator allocator)
Allocates a type id that is valid for the lifetime of the allocator.
Definition: Support.cpp:67
MLIR_CAPI_EXPORTED MlirTypeIDAllocator mlirTypeIDAllocatorCreate(void)
Creates a type id allocator for dynamic type id creation.
Definition: Support.cpp:59
Include the generated interface declarations.