################################################################################ # Python modules # MLIR's Python modules are both directly used by the core project and are # available for use and embedding into external projects (in their own # namespace and with their own deps). In order to facilitate this, python # artifacts are split between declarations, which make a subset of # things available to be built and "add", which in line with the normal LLVM # nomenclature, adds libraries. ################################################################################ # Function: declare_mlir_python_sources # Declares pure python sources as part of a named grouping that can be built # later. # Arguments: # ROOT_DIR: Directory where the python namespace begins (defaults to # CMAKE_CURRENT_SOURCE_DIR). For non-relocatable sources, this will # typically just be the root of the python source tree (current directory). # For relocatable sources, this will point deeper into the directory that # can be relocated. For generated sources, can be relative to # CMAKE_CURRENT_BINARY_DIR. Generated and non generated sources cannot be # mixed. # ADD_TO_PARENT: Adds this source grouping to a previously declared source # grouping. Source groupings form a DAG. # SOURCES: List of specific source files relative to ROOT_DIR to include. # SOURCES_GLOB: List of glob patterns relative to ROOT_DIR to include. # DEST_PREFIX: Destination prefix to prepend to files in the python # package directory namespace. function(declare_mlir_python_sources name) cmake_parse_arguments(ARG "" "ROOT_DIR;ADD_TO_PARENT;DEST_PREFIX" "SOURCES;SOURCES_GLOB" ${ARGN}) if(NOT ARG_ROOT_DIR) set(ARG_ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}") endif() # Process the glob. set(_glob_sources) if(ARG_SOURCES_GLOB) set(_glob_spec ${ARG_SOURCES_GLOB}) list(TRANSFORM _glob_spec PREPEND "${ARG_ROOT_DIR}/") file(GLOB_RECURSE _glob_sources RELATIVE "${ARG_ROOT_DIR}" ${_glob_spec} ) list(APPEND ARG_SOURCES ${_glob_sources}) endif() # We create a custom target to carry properties and dependencies for # generated sources. add_custom_target(${name}) set(_file_depends "${ARG_SOURCES}") list(TRANSFORM _file_depends PREPEND "${ARG_ROOT_DIR}/") set_target_properties(${name} PROPERTIES PYTHON_SOURCES_TYPE pure PYTHON_ROOT_DIR "${ARG_ROOT_DIR}" PYTHON_DEST_PREFIX "${ARG_DEST_PREFIX}" PYTHON_SOURCES "${ARG_SOURCES}" PYTHON_FILE_DEPENDS "${_file_depends}" PYTHON_DEPENDS "" ) # Add to parent. if(ARG_ADD_TO_PARENT) set_property(TARGET ${ARG_ADD_TO_PARENT} APPEND PROPERTY PYTHON_DEPENDS ${name}) endif() endfunction() # Function: declare_mlir_python_extension # Declares a buildable python extension from C++ source files. The built # module is considered a python source file and included as everything else. # Arguments: # MODULE_NAME: Local import name of the module (i.e. "_mlir"). # ADD_TO_PARENT: Same as for declare_mlir_python_sources. # SOURCES: C++ sources making up the module. # PRIVATE_LINK_LIBS: List of libraries to link in privately to the module # regardless of how it is included in the project (generally should be # static libraries that can be included with hidden visibility). # EMBED_CAPI_LINK_LIBS: Dependent CAPI libraries that this extension depends # on. These will be collected for all extensions and put into an # aggregate dylib that is linked against. function(declare_mlir_python_extension name) cmake_parse_arguments(ARG "" "MODULE_NAME;ADD_TO_PARENT" "SOURCES;PRIVATE_LINK_LIBS;EMBED_CAPI_LINK_LIBS" ${ARGN}) add_custom_target(${name}) set_target_properties(${name} PROPERTIES PYTHON_SOURCES_TYPE extension PYTHON_EXTENSION_MODULE_NAME "${ARG_MODULE_NAME}" PYTHON_CPP_SOURCES "${ARG_SOURCES}" PYTHON_PRIVATE_LINK_LIBS "${ARG_PRIVATE_LINK_LIBS}" PYTHON_EMBED_CAPI_LINK_LIBS "${ARG_EMBED_CAPI_LINK_LIBS}" PYTHON_FILE_DEPENDS "" PYTHON_DEPENDS "" ) # Add to parent. if(ARG_ADD_TO_PARENT) set_property(TARGET ${ARG_ADD_TO_PARENT} APPEND PROPERTY PYTHON_DEPENDS ${name}) endif() endfunction() # Function: add_mlir_python_modules # Adds python modules to a project, building them from a list of declared # source groupings (see declare_mlir_python_sources and # declare_mlir_python_extension). One of these must be called for each # packaging root in use. # Arguments: # ROOT_PREFIX: The directory in the build tree to emit sources. This will # typically be something like ${MY_BINARY_DIR}/python_packages/foobar # for non-relocatable modules or a deeper directory tree for relocatable. # INSTALL_PREFIX: Prefix into the install tree for installing the package. # Typically mirrors the path above but without an absolute path. # DECLARED_SOURCES: List of declared source groups to include. The entire # DAG of source modules is included. # COMMON_CAPI_LINK_LIBS: List of dylibs (typically one) to make every # extension depend on (see mlir_python_add_common_capi_library). function(add_mlir_python_modules name) cmake_parse_arguments(ARG "" "ROOT_PREFIX;INSTALL_PREFIX;COMMON_CAPI_LINK_LIBS" "DECLARED_SOURCES" ${ARGN}) # Helper to process an individual target. function(_process_target modules_target sources_target) get_target_property(_source_type ${sources_target} PYTHON_SOURCES_TYPE) if(_source_type STREQUAL "pure") # Pure python sources to link into the tree. get_target_property(_python_root_dir ${sources_target} PYTHON_ROOT_DIR) get_target_property(_python_sources ${sources_target} PYTHON_SOURCES) get_target_property(_specified_dest_prefix ${sources_target} PYTHON_DEST_PREFIX) foreach(_source_relative_path ${_python_sources}) set(_dest_relative_path "${_source_relative_path}") if(_specified_dest_prefix) set(_dest_relative_path "${_specified_dest_prefix}/${_dest_relative_path}") endif() set(_src_path "${_python_root_dir}/${_source_relative_path}") set(_dest_path "${ARG_ROOT_PREFIX}/${_dest_relative_path}") get_filename_component(_dest_dir "${_dest_path}" DIRECTORY) get_filename_component(_install_path "${ARG_INSTALL_PREFIX}/${_dest_relative_path}" DIRECTORY) file(MAKE_DIRECTORY "${_dest_dir}") add_custom_command( TARGET ${modules_target} PRE_BUILD COMMENT "Copying python source ${_src_path} -> ${_dest_path}" DEPENDS "${_src_path}" BYPRODUCTS "${_dest_path}" COMMAND "${CMAKE_COMMAND}" -E create_symlink "${_src_path}" "${_dest_path}" ) install( FILES "${_src_path}" DESTINATION "${_install_path}" COMPONENT ${modules_target} ) endforeach() elseif(_source_type STREQUAL "extension") # Native CPP extension. get_target_property(_module_name ${sources_target} PYTHON_EXTENSION_MODULE_NAME) get_target_property(_cpp_sources ${sources_target} PYTHON_CPP_SOURCES) get_target_property(_private_link_libs ${sources_target} PYTHON_PRIVATE_LINK_LIBS) set(_extension_target "${name}.extension.${_module_name}.dso") add_mlir_python_extension(${_extension_target} "${_module_name}" INSTALL_COMPONENT ${modules_target} INSTALL_DIR "${ARG_INSTALL_PREFIX}/_mlir_libs" OUTPUT_DIRECTORY "${ARG_ROOT_PREFIX}/_mlir_libs" SOURCES ${_cpp_sources} LINK_LIBS PRIVATE ${_private_link_libs} ${ARG_COMMON_CAPI_LINK_LIBS} ) add_dependencies(${name} ${_extension_target}) mlir_python_setup_extension_rpath(${_extension_target}) else() message(SEND_ERROR "Unrecognized source type '${_source_type}' for python source target ${sources_target}") return() endif() endfunction() _flatten_mlir_python_targets(_flat_targets ${ARG_DECLARED_SOURCES}) # Collect dependencies. set(_depends) foreach(sources_target ${_flat_targets}) get_target_property(_local_depends ${sources_target} PYTHON_FILE_DEPENDS) list(APPEND _depends ${_local_depends}) endforeach() # Build the modules target. add_custom_target(${name} ALL DEPENDS ${_depends}) foreach(sources_target ${_flat_targets}) _process_target(${name} ${sources_target}) endforeach() # Create an install target. if (NOT LLVM_ENABLE_IDE) add_llvm_install_targets( install-${name} DEPENDS ${name} COMPONENT ${name}) endif() endfunction() # Function: declare_mlir_dialect_python_bindings # Helper to generate source groups for dialects, including both static source # files and a TD_FILE to generate wrappers. # # This will generate a source group named ${ADD_TO_PARENT}.${DIALECT_NAME}. # # Arguments: # ROOT_DIR: Same as for declare_mlir_python_sources(). # ADD_TO_PARENT: Same as for declare_mlir_python_sources(). Unique names # for the subordinate source groups are derived from this. # TD_FILE: Tablegen file to generate source for (relative to ROOT_DIR). # DIALECT_NAME: Python name of the dialect. # SOURCES: Same as declare_mlir_python_sources(). # SOURCES_GLOB: Same as declare_mlir_python_sources(). # DEPENDS: Additional dependency targets. function(declare_mlir_dialect_python_bindings) cmake_parse_arguments(ARG "" "ROOT_DIR;ADD_TO_PARENT;TD_FILE;DIALECT_NAME" "SOURCES;SOURCES_GLOB;DEPENDS" ${ARGN}) # Sources. set(_dialect_target "${ARG_ADD_TO_PARENT}.${ARG_DIALECT_NAME}") declare_mlir_python_sources(${_dialect_target} ROOT_DIR "${ARG_ROOT_DIR}" ADD_TO_PARENT "${ARG_ADD_TO_PARENT}" SOURCES "${ARG_SOURCES}" SOURCES_GLOB "${ARG_SOURCES_GLOB}" ) # Tablegen if(ARG_TD_FILE) set(tblgen_target "${ARG_ADD_TO}.${ARG_DIALECT_NAME}.tablegen") set(td_file "${ARG_ROOT_DIR}/${ARG_TD_FILE}") get_filename_component(relative_td_directory "${ARG_TD_FILE}" DIRECTORY) set(dialect_filename "${relative_td_directory}/_${ARG_DIALECT_NAME}_ops_gen.py") set(LLVM_TARGET_DEFINITIONS ${td_file}) mlir_tablegen("${dialect_filename}" -gen-python-op-bindings -bind-dialect=${ARG_DIALECT_NAME}) add_public_tablegen_target(${tblgen_target}) if(ARG_DEPENDS) add_dependencies(${tblgen_target} ${ARG_DEPENDS}) endif() # Generated. declare_mlir_python_sources("${ARG_ADD_TO_PARENT}.${ARG_DIALECT_NAME}.ops_gen" ROOT_DIR "${CMAKE_CURRENT_BINARY_DIR}" ADD_TO_PARENT "${_dialect_target}" SOURCES "${dialect_filename}" ) endif() endfunction() # Function: mlir_python_setup_extension_rpath # Sets RPATH properties on a target, assuming that it is being output to # an _mlir_libs directory with all other libraries. For static linkage, # the RPATH will just be the origin. If linking dynamically, then the LLVM # library directory will be added. # Arguments: # RELATIVE_INSTALL_ROOT: If building dynamically, an RPATH entry will be # added to the install tree lib/ directory by first traversing this # path relative to the installation location. Typically a number of ".." # entries, one for each level of the install path. function(mlir_python_setup_extension_rpath target) cmake_parse_arguments(ARG "" "RELATIVE_INSTALL_ROOT" "" ${ARGN}) # RPATH handling. # For the build tree, include the LLVM lib directory and the current # directory for RPATH searching. For install, just the current directory # (assumes that needed dependencies have been installed). if(NOT APPLE AND NOT UNIX) return() endif() set(_origin_prefix "\$ORIGIN") if(APPLE) set(_origin_prefix "@loader_path") endif() set_target_properties(${target} PROPERTIES BUILD_WITH_INSTALL_RPATH OFF BUILD_RPATH "${_origin_prefix}" INSTALL_RPATH "${_origin_prefix}" ) # For static builds, that is all that is needed: all dependencies will be in # the one directory. For shared builds, then we also need to add the global # lib directory. This will be absolute for the build tree and relative for # install. # When we have access to CMake >= 3.20, there is a helper to calculate this. if(BUILD_SHARED_LIBS AND ARG_RELATIVE_INSTALL_ROOT) get_filename_component(_real_lib_dir "${LLVM_LIBRARY_OUTPUT_INTDIR}" REALPATH) set_property(TARGET ${target} APPEND PROPERTY BUILD_RPATH "${_real_lib_dir}") set_property(TARGET ${target} APPEND PROPERTY INSTALL_RPATH "${_origin_prefix}/${ARG_RELATIVE_INSTALL_ROOT}/lib${LLVM_LIBDIR_SUFFIX}") endif() endfunction() # Function: add_mlir_python_common_capi_library # Adds a shared library which embeds dependent CAPI libraries needed to link # all extensions. # Arguments: # INSTALL_COMPONENT: Name of the install component. Typically same as the # target name passed to add_mlir_python_modules(). # INSTALL_DESTINATION: Prefix into the install tree in which to install the # library. # OUTPUT_DIRECTORY: Full path in the build tree in which to create the # library. Typically, this will be the common _mlir_libs directory where # all extensions are emitted. # RELATIVE_INSTALL_ROOT: See mlir_python_setup_extension_rpath(). # DECLARED_SOURCES: Source groups from which to discover dependent # EMBED_CAPI_LINK_LIBS. # EMBED_LIBS: Additional libraries to embed (must be built with OBJECTS and # have an "obj.${name}" object library associated). function(add_mlir_python_common_capi_library name) cmake_parse_arguments(ARG "" "INSTALL_COMPONENT;INSTALL_DESTINATION;OUTPUT_DIRECTORY;RELATIVE_INSTALL_ROOT" "DECLARED_SOURCES;EMBED_LIBS" ${ARGN}) # Collect all explicit and transitive embed libs. set(_embed_libs ${ARG_EMBED_LIBS}) _flatten_mlir_python_targets(_all_source_targets ${ARG_DECLARED_SOURCES}) foreach(t ${_all_source_targets}) get_target_property(_local_embed_libs ${t} PYTHON_EMBED_CAPI_LINK_LIBS) if(_local_embed_libs) list(APPEND _embed_libs ${_local_embed_libs}) endif() endforeach() list(REMOVE_DUPLICATES _embed_libs) # Generate the aggregate .so that everything depends on. add_mlir_aggregate(${name} SHARED DISABLE_INSTALL EMBED_LIBS ${_embed_libs} ) if(MSVC) set_property(TARGET ${name} PROPERTY WINDOWS_EXPORT_ALL_SYMBOLS ON) endif() set_target_properties(${name} PROPERTIES LIBRARY_OUTPUT_DIRECTORY "${ARG_OUTPUT_DIRECTORY}" BINARY_OUTPUT_DIRECTORY "${ARG_OUTPUT_DIRECTORY}" # Needed for windows (and don't hurt others). RUNTIME_OUTPUT_DIRECTORY "${ARG_OUTPUT_DIRECTORY}" ARCHIVE_OUTPUT_DIRECTORY "${ARG_OUTPUT_DIRECTORY}" ) mlir_python_setup_extension_rpath(${name} RELATIVE_INSTALL_ROOT "${ARG_RELATIVE_INSTALL_ROOT}" ) install(TARGETS ${name} COMPONENT ${ARG_INSTALL_COMPONENT} LIBRARY DESTINATION "${ARG_INSTALL_DESTINATION}" RUNTIME DESTINATION "${ARG_INSTALL_DESTINATION}" ) endfunction() function(_flatten_mlir_python_targets output_var) set(_flattened) foreach(t ${ARGN}) get_target_property(_source_type ${t} PYTHON_SOURCES_TYPE) get_target_property(_depends ${t} PYTHON_DEPENDS) if(_source_type) list(APPEND _flattened "${t}") if(_depends) _flatten_mlir_python_targets(_local_flattened ${_depends}) list(APPEND _flattened ${_local_flattened}) endif() endif() endforeach() list(REMOVE_DUPLICATES _flattened) set(${output_var} "${_flattened}" PARENT_SCOPE) endfunction() ################################################################################ # Build python extension ################################################################################ function(add_mlir_python_extension libname extname) cmake_parse_arguments(ARG "" "INSTALL_COMPONENT;INSTALL_DIR;OUTPUT_DIRECTORY" "SOURCES;LINK_LIBS" ${ARGN}) if (ARG_UNPARSED_ARGUMENTS) message(FATAL_ERROR " Unhandled arguments to add_mlir_python_extension(${libname}, ... : ${ARG_UNPARSED_ARGUMENTS}") endif() if ("${ARG_SOURCES}" STREQUAL "") message(FATAL_ERROR " Missing SOURCES argument to add_mlir_python_extension(${libname}, ...") endif() # The actual extension library produces a shared-object or DLL and has # sources that must be compiled in accordance with pybind11 needs (RTTI and # exceptions). pybind11_add_module(${libname} ${ARG_SOURCES} ) # The extension itself must be compiled with RTTI and exceptions enabled. # Also, some warning classes triggered by pybind11 are disabled. target_compile_options(${libname} PRIVATE $<$,$,$>: # Enable RTTI and exceptions. -frtti -fexceptions > $<$: # Enable RTTI and exceptions. /EHsc /GR> ) # Configure the output to match python expectations. set_target_properties( ${libname} PROPERTIES LIBRARY_OUTPUT_DIRECTORY ${ARG_OUTPUT_DIRECTORY} OUTPUT_NAME "${extname}" NO_SONAME ON ) if(WIN32) # Need to also set the RUNTIME_OUTPUT_DIRECTORY on Windows in order to # control where the .dll gets written. set_target_properties( ${libname} PROPERTIES RUNTIME_OUTPUT_DIRECTORY ${ARG_OUTPUT_DIRECTORY} ARCHIVE_OUTPUT_DIRECTORY ${ARG_OUTPUT_DIRECTORY} ) endif() # Python extensions depends *only* on the public API and LLVMSupport unless # if further dependencies are added explicitly. target_link_libraries(${libname} PRIVATE ${ARG_LINK_LIBS} ${PYEXT_LIBADD} ) target_link_options(${libname} PRIVATE # On Linux, disable re-export of any static linked libraries that # came through. $<$:LINKER:--exclude-libs,ALL> ) ################################################################################ # Install ################################################################################ if (ARG_INSTALL_DIR) install(TARGETS ${libname} COMPONENT ${ARG_INSTALL_COMPONENT} LIBRARY DESTINATION ${ARG_INSTALL_DIR} ARCHIVE DESTINATION ${ARG_INSTALL_DIR} # NOTE: Even on DLL-platforms, extensions go in the lib directory tree. RUNTIME DESTINATION ${ARG_INSTALL_DIR} ) endif() endfunction()