56 lines
1.9 KiB
Python
56 lines
1.9 KiB
Python
"""Build configuration"""
|
|
import dataclasses
|
|
from typing import Any, Dict, List, Optional
|
|
|
|
|
|
@dataclasses.dataclass
|
|
class BuildConfiguration: # pylint: disable=R0902
|
|
"""Configurations use when building libxgboost"""
|
|
|
|
# Whether to hide C++ symbols in libxgboost.so
|
|
hide_cxx_symbols: bool = True
|
|
# Whether to enable OpenMP
|
|
use_openmp: bool = True
|
|
# Whether to enable CUDA
|
|
use_cuda: bool = False
|
|
# Whether to enable NCCL
|
|
use_nccl: bool = False
|
|
# Whether to enablea HIP
|
|
use_hip: bool = False
|
|
# Whether to enable RCCL
|
|
use_rccl: bool = False
|
|
# Whether to enable HDFS
|
|
use_hdfs: bool = False
|
|
# Whether to enable Azure Storage
|
|
use_azure: bool = False
|
|
# Whether to enable AWS S3
|
|
use_s3: bool = False
|
|
# Whether to enable the dense parser plugin
|
|
plugin_dense_parser: bool = False
|
|
# Special option: See explanation below
|
|
use_system_libxgboost: bool = False
|
|
|
|
def _set_config_setting(self, config_settings: Dict[str, Any]) -> None:
|
|
for field_name in config_settings:
|
|
setattr(
|
|
self,
|
|
field_name,
|
|
(config_settings[field_name].lower() in ["true", "1", "on"]),
|
|
)
|
|
|
|
def update(self, config_settings: Optional[Dict[str, Any]]) -> None:
|
|
"""Parse config_settings from Pip (or other PEP 517 frontend)"""
|
|
if config_settings is not None:
|
|
self._set_config_setting(config_settings)
|
|
|
|
def get_cmake_args(self) -> List[str]:
|
|
"""Convert build configuration to CMake args"""
|
|
cmake_args = []
|
|
for field_name in [x.name for x in dataclasses.fields(self)]:
|
|
if field_name in ["use_system_libxgboost"]:
|
|
continue
|
|
cmake_option = field_name.upper()
|
|
cmake_value = "ON" if getattr(self, field_name) is True else "OFF"
|
|
cmake_args.append(f"-D{cmake_option}={cmake_value}")
|
|
return cmake_args
|