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a e�h� � @ s� d Z ddlZddlZddlZddlZddlZddlZddlZG dd� d�ZG dd� d�Z i Z G dd� d�Z G d d � d �Z G d d � d �Z G d d� d�ZG dd� dee e e e e�Zdd� ZdS )a Provides the `CCompilerOpt` class, used for handling the CPU/hardware optimization, starting from parsing the command arguments, to managing the relation between the CPU baseline and dispatch-able features, also generating the required C headers and ending with compiling the sources with proper compiler's flags. `CCompilerOpt` doesn't provide runtime detection for the CPU features, instead only focuses on the compiler side, but it creates abstract C headers that can be used later for the final runtime dispatching process.� Nc ( @ s� e Zd ZdZdZdZdZdZej � ej � ej � e ��d�Zi ZdZdZeeddd d �eddd d �ed dd d �ed ddd �edddd �edddd �d�Zedddddddd�Zeeddd d �ed d d d!�ed"d d#d!�ed$d%d&d!�ed'd(d)d!�ed*d+d,d!�ed-d.d/�ed0d1d2dd3�ed4d5d6d!�ed7d5d6d!�ed8d5d/�ed9d:d/�ed;d:d/�ed<d=dd>d?�ed@dAd/�edBdCdDdEddF�edGdEdHdIddF�edJdCdKdLddMdN�edOdLdPdQdR�edSdLdTdUddF�edVdWdXdYddF�edZdYd[d\ddF�edd]d^d_�ed d`dda�ed"dbdda�ed$dcdddd?�eddedf�ed dgdda�ed"dhdda�eddidf�ed djd/�ed"dkd/�ed$dldda�ed'dmd/�ed*dmd/�ed-dnd/�do�$Zdpdq� Zdrds� ZdS )t�_Configa� An abstract class holds all configurable attributes of `CCompilerOpt`, these class attributes can be used to change the default behavior of `CCompilerOpt` in order to fit other requirements. Attributes ---------- conf_nocache : bool Set True to disable memory and file cache. Default is False. conf_noopt : bool Set True to forces the optimization to be disabled, in this case `CCompilerOpt` tends to generate all expected headers in order to 'not' break the build. Default is False. conf_cache_factors : list Add extra factors to the primary caching factors. The caching factors are utilized to determine if there are changes had happened that requires to discard the cache and re-updating it. The primary factors are the arguments of `CCompilerOpt` and `CCompiler`'s properties(type, flags, etc). Default is list of two items, containing the time of last modification of `ccompiler_opt` and value of attribute "conf_noopt" conf_tmp_path : str, The path of temporary directory. Default is auto-created temporary directory via ``tempfile.mkdtemp()``. conf_check_path : str The path of testing files. Each added CPU feature must have a **C** source file contains at least one intrinsic or instruction that related to this feature, so it can be tested against the compiler. Default is ``./distutils/checks``. conf_target_groups : dict Extra tokens that can be reached from dispatch-able sources through the special mark ``@targets``. Default is an empty dictionary. **Notes**: - case-insensitive for tokens and group names - sign '#' must stick in the begin of group name and only within ``@targets`` **Example**: .. code-block:: console $ "@targets #avx_group other_tokens" > group_inside.c >>> CCompilerOpt.conf_target_groups["avx_group"] = \ "$werror $maxopt avx2 avx512f avx512_skx" >>> cco = CCompilerOpt(cc_instance) >>> cco.try_dispatch(["group_inside.c"]) conf_c_prefix : str The prefix of public C definitions. Default is ``"NPY_"``. conf_c_prefix_ : str The prefix of internal C definitions. Default is ``"NPY__"``. conf_cc_flags : dict Nested dictionaries defining several compiler flags that linked to some major functions, the main key represent the compiler name and sub-keys represent flags names. Default is already covers all supported **C** compilers. Sub-keys explained as follows: "native": str or None used by argument option `native`, to detect the current machine support via the compiler. "werror": str or None utilized to treat warning as errors during testing CPU features against the compiler and also for target's policy `$werror` via dispatch-able sources. "maxopt": str or None utilized for target's policy '$maxopt' and the value should contains the maximum acceptable optimization by the compiler. e.g. in gcc `'-O3'` **Notes**: * case-sensitive for compiler names and flags * use space to separate multiple flags * any flag will tested against the compiler and it will skipped if it's not applicable. conf_min_features : dict A dictionary defines the used CPU features for argument option `'min'`, the key represent the CPU architecture name e.g. `'x86'`. Default values provide the best effort on wide range of users platforms. **Note**: case-sensitive for architecture names. conf_features : dict Nested dictionaries used for identifying the CPU features. the primary key is represented as a feature name or group name that gathers several features. Default values covers all supported features but without the major options like "flags", these undefined options handle it by method `conf_features_partial()`. Default value is covers almost all CPU features for *X86*, *IBM/Power64* and *ARM 7/8*. Sub-keys explained as follows: "implies" : str or list, optional, List of CPU feature names to be implied by it, the feature name must be defined within `conf_features`. Default is None. "flags": str or list, optional List of compiler flags. Default is None. "detect": str or list, optional List of CPU feature names that required to be detected in runtime. By default, its the feature name or features in "group" if its specified. "implies_detect": bool, optional If True, all "detect" of implied features will be combined. Default is True. see `feature_detect()`. "group": str or list, optional Same as "implies" but doesn't require the feature name to be defined within `conf_features`. "interest": int, required a key for sorting CPU features "headers": str or list, optional intrinsics C header file "disable": str, optional force disable feature, the string value should contains the reason of disabling. "autovec": bool or None, optional True or False to declare that CPU feature can be auto-vectorized by the compiler. By default(None), treated as True if the feature contains at least one applicable flag. see `feature_can_autovec()` "extra_checks": str or list, optional Extra test case names for the CPU feature that need to be tested against the compiler. Each test case must have a C file named ``extra_xxxx.c``, where ``xxxx`` is the case name in lower case, under 'conf_check_path'. It should contain at least one intrinsic or function related to the test case. If the compiler able to successfully compile the C file then `CCompilerOpt` will add a C ``#define`` for it into the main dispatch header, e.g. ``#define {conf_c_prefix}_XXXX`` where ``XXXX`` is the case name in upper case. **NOTES**: * space can be used as separator with options that supports "str or list" * case-sensitive for all values and feature name must be in upper-case. * if flags aren't applicable, its will skipped rather than disable the CPU feature * the CPU feature will disabled if the compiler fail to compile the test file FNZchecksZNPY_ZNPY__z -march=nativez-O3z-Werror)�native�opt�werrorz-Werror=switch -Werrorz-xHostz/QxHostz/O3z/Werrorz/O2z/WXz -mcpu=a64fx)�gcc�clang�icc�iccw�msvc�fcczSSE SSE2z SSE SSE2 SSE3� zVSX VSX2z NEON NEON_FP16 NEON_VFPV4 ASIMD)�x86�x64�ppc64�ppc64le�s390x�armhf�aarch64� z xmmintrin.h�SSE2)�interest�headers�implies� �SSEz emmintrin.h)r r r � z pmmintrin.h� �SSE3z tmmintrin.h� �SSSE3z smmintrin.h� �SSE41zpopcntintrin.h� �POPCNT)r r � �SSE42z immintrin.h)r r r �implies_detect� �AVXz x86intrin.h� � � �F16C� � z FMA3 AVX2ZAVX512F_REDUCE)r r r& � extra_checks� �AVX512F�( �AVX512CDzAVX512ER AVX512PF� AVX512_KNL)r r �group�detectr& �) z)AVX5124FMAPS AVX5124VNNIW AVX512VPOPCNTDQ� AVX512_KNM�* zAVX512VL AVX512BW AVX512DQ� AVX512_SKXzAVX512BW_MASK AVX512DQ_MASK)r r r5 r6 r& r/ �+ Z AVX512VNNI� AVX512_CLX)r r r5 r6 �, zAVX512IFMA AVX512VBMI� AVX512_CNL�- zAVX512_CLX AVX512_CNLz(AVX512VBMI2 AVX512BITALG AVX512VPOPCNTDQ� AVX512_ICL�. Z AVX512FP16� AVX512_SPRz altivec.hZVSX_ASM)r r r/ �VSX)r r r& �VSX2�VSX3ZVSX4_MMAz vecintrin.h)r r �VX�VXEz arm_neon.h�NEON� NEON_FP16zNEON_FP16 NEON_VFPV4�ASIMD�ASIMDHP)$r r r r r! r# r% r( �XOP�FMA4r, �FMA3�AVX2r1 r3 r4 r8 r: r< r> r@ rB rC rD rE �VSX4rF rG �VXE2rH rI � NEON_VFPV4rJ rK �ASIMDDP�ASIMDFHMc C s� | j r i S | jp| j}| jp&| jp&| j}|r�|r�ttdd�tdd�tdd�tdd�tdd�tdd�tdd�td d�td d�td d�td d�td d�tdd�tdd�tdd�tdd�tdd�tdd�tdd�tdd�tdd�tdd�d�S |�r�| j�r�ttdd�tdd�tdd�tdd�tdd�i tdd�td d�i tdd�tdd�tdd d �td d d �td d d �td!d d �td"d�td#d�td$d�td%d�td&d�td'd�td(d�d�S |�rl| j�rlttd)d�td*d�td+d�td,d�td-d�i td.d�td/d�i tdd�tdd�tdd0d �td d0d �td d1d �td!d1d �td2d�td3d�td4d�td5d�td6d�td7d�td(d�d�S |�r"| j �r"t| j�r�td)d�ni | j�r�td*d�ni i i i td8d9�i td/d�i td:d9�td:d9�tdd;d �td<d;d �td=d>d �td?d>d �td@d�td@d�td>d�i i i td@d�d�S | j �p.| j }|�r�tt| j �rFdAndBdCd �tdDdEdF�tdGdEdF�tdHdEdF�dI�}| j�r�dJ|dK dL< dD|dA dL< dM|dN dL< dO|dP dL< |S | j }|�r�ttdQd�tdRdEdF�tdSdEdF�dT�}|S | j �r8|�r8ttdUdVdW�tdXdVdW�tdYdVdW�tdZdVdW�td[d�td\d�td]d�d^�S | j�r�|�r�ttd_d�td`d�tdad�tdbd�td[d�td\d�td]d�d^�S i S )ca7 Return a dictionary of supported CPU features by the platform, and accumulate the rest of undefined options in `conf_features`, the returned dict has same rules and notes in class attribute `conf_features`, also its override any options that been set in 'conf_features'. z-msse)�flagsz-msse2z-msse3z-mssse3z-msse4.1z-mpopcntz-msse4.2z-mavxz-mf16cz-mxopz-mfma4z-mfmaz-mavx2z-mavx512f -mno-mmxz -mavx512cdz-mavx512er -mavx512pfz/-mavx5124fmaps -mavx5124vnniw -mavx512vpopcntdqz -mavx512vl -mavx512bw -mavx512dqz -mavx512vnniz-mavx512ifma -mavx512vbmiz.-mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdqz -mavx512fp16)r r r r r! r# r% r( r, rL rM rN rO r1 r3 r4 r8 r: r< r> r@ rB z!Intel Compiler doesn't support it)�disablez F16C AVX2z-march=core-avx2)r rU rN z AVX2 AVX512CDz-march=common-avx512z AVX2 AVX512Fz-xKNLz-xKNMz-xSKYLAKE-AVX512z -xCASCADELAKEz -xCANNONLAKEz-xICELAKE-CLIENTzNot supported yetz /arch:SSEz /arch:SSE2z /arch:SSE3z /arch:SSSE3z /arch:SSE4.1z /arch:SSE4.2z /arch:AVXz/arch:CORE-AVX2z/Qx:COMMON-AVX512z/Qx:KNLz/Qx:KNMz/Qx:SKYLAKE-AVX512z/Qx:CASCADELAKEz/Qx:CANNONLAKEz/Qx:ICELAKE-CLIENTz nmmintrin.h)r z ammintrin.hz /arch:AVX2z F16C FMA3zAVX2 AVX512CD AVX512_SKXz /arch:AVX512zAVX512F AVX512_SKXz MSVC compiler doesn't support itrD r z-mvsxz -mcpu=power8F)rU r& z-mcpu=power9 -mtune=power9z -mcpu=power10 -mtune=power10)rC rD rE rP z-maltivec -mvsxrC rU z -mcpu=power9rE z -mcpu=power10rP z-march=arch11 -mzvectorz -march=arch12z -march=arch13)rF rG rQ zNEON_FP16 NEON_VFPV4 ASIMDT)r �autoveczNEON NEON_VFPV4 ASIMDzNEON NEON_FP16 ASIMDzNEON NEON_FP16 NEON_VFPV4z-march=armv8.2-a+fp16z-march=armv8.2-a+dotprodz-march=armv8.2-a+fp16fml)rH rI rR rJ rK rS rT z -mfpu=neonz"-mfpu=neon-fp16 -mfp16-format=ieeez-mfpu=neon-vfpv4z'-mfpu=neon-fp-armv8 -march=armv8-a+simd)�cc_noopt� cc_on_x86� cc_on_x64� cc_is_gcc� cc_is_clang� cc_is_fcc�dict� cc_is_icc� cc_is_iccw� cc_is_msvc� cc_on_ppc64le� cc_on_ppc64� cc_on_s390x� cc_on_aarch64� cc_on_armhf)�selfZon_x86Zis_unixZon_power�partialZon_zarch� ri ��/root/rpmbuild/BUILDROOT/imh-python39-modules-3.9.7-92.el8.x86_64/opt/imh-python/lib/python3.9/site-packages/numpy/distutils/ccompiler_opt.py�conf_features_partialI s� ��� � ��� �����"��������*����� ���� ����������������z _Config.conf_features_partialc sb | j d u r@dd l� dd l}|�� �� �fdd�}t�|� �| _ | jd u r^tj� t �| j g| _d S )Nr c s& z� � �� W n ty Y n0 d S �N)�rmtree�OSErrorri ��shutil�tmpri rj �rm_temp? s z!_Config.__init__.<locals>.rm_temp) � conf_tmp_pathrp �tempfile�mkdtemp�atexit�register�conf_cache_factors�os�path�getmtime�__file__� conf_nocache)rg rt rr ri ro rj �__init__: s �z_Config.__init__)�__name__� __module__� __qualname__�__doc__r} � conf_nooptrx rs ry rz �join�dirname�realpathr| �conf_check_path�conf_target_groups� conf_c_prefix�conf_c_prefix_r^ � conf_cc_flags�conf_min_features� conf_featuresrk r~ ri ri ri rj r s "��� �����'� � � � ������� � �Z rr c @ s� e Zd ZdZdd� Zd dd�Zg fdd�Zd d � Zed d � �Z ed d� �Z edd�dd��Z edd� �Z edd� �Z d dd�Ze�d�Zed dd��ZdS ) � _Distutilsa� A helper class that provides a collection of fundamental methods implemented in a top of Python and NumPy Distutils. The idea behind this class is to gather all methods that it may need to override in case of reuse 'CCompilerOpt' in environment different than of what NumPy has. Parameters ---------- ccompiler : `CCompiler` The generate instance that returned from `distutils.ccompiler.new_compiler()`. c C s || _ d S rl )� _ccompiler)rg � ccompilerri ri rj r~ Z s z_Distutils.__init__Nc K sL t |t�sJ �t |t�s J �|�dg �| }|s6| j}|j|fd|i|��S )zWrap CCompiler.compile()Zextra_postargs)� isinstance�list�popr� �compile)rg �sourcesrU r� �kwargsri ri rj � dist_compile] s z_Distutils.dist_compilec C s� t |t�sJ �ddlm} | j}t|dd�}|rdt| jdd�}|dv rVt|d| j� nt|d| j� d}z | j |g||| j d � d }W n6 |y� } z | j t| �d d � W Y d} ~ n d} ~ 0 0 |r�t|d|� |S ) zgReturn True if 'CCompiler.compile()' able to compile a source file with certain flags. r �� CompileError�spawnN� compiler_typer )r F)�macros� output_dirT��stderr) r� �str�distutils.errorsr� r� �getattr�setattr�_dist_test_spawn_paths�_dist_test_spawnr� rs �dist_log) rg �sourcerU r� r� �ccZbk_spawn�cc_type�test�eri ri rj � dist_testg s( �( z_Distutils.dist_testc C s� t | d�r| jS t| jdd�}|dv r,d}n |dv r:d}ndd lm} |� }t| jd t| jd d��}|rp|d kr�t |d �r�|d }q�t|�}n|}t |d �r�t|�dkr�d�|dd� �}n t j � dd�}|t j � dd�7 }|||f| _| jS )a! Return a tuple containing info about (platform, compiler, extra_args), required by the abstract class '_CCompiler' for discovering the platform environment. This is also used as a cache factor in order to detect any changes happening from outside. � _dist_infor� r )ZintelemZintelemw�x86_64)�intelZintelwZinteler r )� get_platform�compiler� compiler_so�unix�__iter__r � N�CFLAGS�CPPFLAGS) �hasattrr� r� r� �distutils.utilr� r� �lenr� ry �environ�get)rg r� �platformr� Zcc_infor� � extra_argsri ri rj � dist_info� s* z_Distutils.dist_infoc G s ddl m} |tj| � ��dS )zRaise a compiler errorr r� N)r� r� r� � _dist_str)�argsr� ri ri rj � dist_error� s z_Distutils.dist_errorc G s ddl m} |tj| � ��dS )zRaise a distutils errorr )�DistutilsErrorN)r� r� r� r� )r� r� ri ri rj � dist_fatal� s z_Distutils.dist_fatalFr� c G s4 ddl m} tj|� }| r&|�|� n |�|� dS )zPrint a console messager )�logN)Znumpy.distutilsr� r� r� �warn�info)r� r� r� �outri ri rj r� � s z_Distutils.dist_logc C sP ddl m} z || |�W S tyJ } ztj|dd� W Y d}~n d}~0 0 dS )zALoad a module from file, required by the abstract class '_Cache'.r )�exec_mod_from_locationTr� N)Z misc_utilr� � Exceptionr� r� )�namerz r� r� ri ri rj �dist_load_module� s $z_Distutils.dist_load_modulec sN � fdd�� t �� d }d|j|jf }d�� fdd�g | �R D ��}|| S )z+Return a string to print by log and errors.c sJ t | t�sBt| d�rBg }| D ]}|�� |�� q dd�|� d S t| �S )Nr� �(r� �))r� r� r� �appendr� )�arg�ret�a��to_strri rj r� � s z$_Distutils._dist_str.<locals>.to_strr zCCompilerOpt.%s[%d] : r� c s g | ] }� |��qS ri ri )�.0r� r� ri rj � <listcomp>� s �z(_Distutils._dist_str.<locals>.<listcomp>)�inspect�stack�function�linenor� )r� r� �startr� ri r� rj r� � s �z_Distutils._dist_strc C s\ t | jd�s| �|� dS t�d�}z&| jjtjd< | �|� W |tjd< n |tjd< 0 dS )z� Fix msvc SDK ENV path same as distutils do without it we get c1: fatal error C1356: unable to find mspdbcore.dll �_pathsNrz )r� r� r� ry �getenvr� r� )rg �cmd�display�old_pathri ri rj r� � s z!_Distutils._dist_test_spawn_pathsz/.*(warning D9002|invalid argument for option).*c C s� z:t j| t jdd�}|r8t�tj|�r8t�d| d| � W n\ t jyl } z|j }|j }W Y d }~n8d }~0 t y� } z|}d}W Y d }~nd }~0 0 d S t�d| d||f � d S )NT)r� �textzFlags in commandz/aren't supported by the compiler, output -> %s� �Commandz(failed with exit status %d output -> %s) � subprocess� check_output�STDOUT�re�matchr� �_dist_warn_regexr� �CalledProcessError�output� returncodern )r� r� �o�exc�sr� ri ri rj r� � s, �����z_Distutils._dist_test_spawn)N)N)N)r r� r� r� r~ r� r� r� � staticmethodr� r� r� r� r� r� r� r� r� r� ri ri ri rj r� M s* % �r� c @ sH e Zd ZdZe�d�Zddd�Zdd� Zdd � Z d d � Z e d d � �Z dS )�_Cachea' An abstract class handles caching functionality, provides two levels of caching, in-memory by share instances attributes among each other and by store attributes into files. **Note**: any attributes that start with ``_`` or ``conf_`` will be ignored. Parameters ---------- cache_path : str or None The path of cache file, if None then cache in file will disabled. *factors : The caching factors that need to utilize next to `conf_cache_factors`. Attributes ---------- cache_private : set Hold the attributes that need be skipped from "in-memory cache". cache_infile : bool Utilized during initializing this class, to determine if the cache was able to loaded from the specified cache path in 'cache_path'. z ^(_|conf_)Nc G st i | _ t� | _d| _d | _| jr.| �d� d S | jg |�| j�R � | _ || _|r�t j � |�r�| �d|� | � d|�}|s�| jddd� nlt|d�r�t|d �s�| jd dd� nH| j |jkr�| �d � |j�� D ]\}}t| ||� q�d| _n | �d � | j�sZt�| j �}|�rZ| �d � |j�� D ]6\}}||jv �s"t�| j|��rJ�q"t| ||� �q"| t| j < t�| j� d S )NFz cache is disabled by `Config`zload cache from file ->�cachez)unable to load the cache file as a moduleTr� �hash�datazinvalid cache filezhit the file cachezmiss the file cachezhit the memory cache) �cache_me�set� cache_private� cache_infile� _cache_pathr} r� � cache_hashrx � _cache_hashry rz �existsr� r� r� r� �itemsr� � _share_cacher� �__dict__r� r� � _cache_ignorerv rw � cache_flush)rg � cache_path�factorsZ cache_mod�attr�valZ other_cacheri ri rj r~ % sP � � � z_Cache.__init__c C s, t �� D ] \}}|| krt �|� q(qd S rl )r� r� r� )rg �hr� ri ri rj �__del__R s z_Cache.__del__c C s� | j s dS | �d| j � | j�� }| j�� D ] }t�| j|�r,|�|� q,t j � | j �}t j � |�snt � |� tj|dd�}t| j d��2}|�t�d��| j�� |�|� W d � n1 s�0 Y dS )z) Force update the cache. Nzwrite cache to path ->T)�compact�wz� # AUTOGENERATED DON'T EDIT # Please make changes to the code generator (distutils/ccompiler_opt.py) hash = {} data = \ )r� r� r� �copy�keysr� r� r r� ry rz r� r� �makedirs�pprint�pformat�open�write�textwrap�dedent�formatr� )rg Zcdictr �d� repr_dict�fri ri rj r X s �z_Cache.cache_flushc G sD d}|D ]6}t |�D ](}t|�|d> |d> | }|dM }qq|S )Nr r � l �� )r� �ord)rg r Zchashr �charri ri rj r� t s z_Cache.cache_hashc s � fdd�}|S )zr A static method that can be treated as a decorator to dynamically cache certain methods. c sZ t � jg|�|�� �|�� �R �}|| jv r6| j| S � | g|�R i |��}|| j|< |S rl )r� r r �valuesr� )rg r� r� � cache_keyZccb��cbri rj � cache_wrap_me� s ���� z _Cache.me.<locals>.cache_wrap_meri )r r ri r rj �me~ s z _Cache.me)N) r r� r� r� r� r� r r~ r r r� r� r ri ri ri rj r� s - r� c @ s� e Zd ZdZdd� Zejdd� �Zejg fdd��Zdd � Z e � d �Z e � d �Z e � d �Ze � d �Zdd� Ze � d�Ze � d�Zdd� ZdS )� _CCompilera2 A helper class for `CCompilerOpt` containing all utilities that related to the fundamental compiler's functions. Attributes ---------- cc_on_x86 : bool True when the target architecture is 32-bit x86 cc_on_x64 : bool True when the target architecture is 64-bit x86 cc_on_ppc64 : bool True when the target architecture is 64-bit big-endian powerpc cc_on_ppc64le : bool True when the target architecture is 64-bit litle-endian powerpc cc_on_s390x : bool True when the target architecture is IBM/ZARCH on linux cc_on_armhf : bool True when the target architecture is 32-bit ARMv7+ cc_on_aarch64 : bool True when the target architecture is 64-bit Armv8-a+ cc_on_noarch : bool True when the target architecture is unknown or not supported cc_is_gcc : bool True if the compiler is GNU or if the compiler is unknown cc_is_clang : bool True if the compiler is Clang cc_is_icc : bool True if the compiler is Intel compiler (unix like) cc_is_iccw : bool True if the compiler is Intel compiler (msvc like) cc_is_nocc : bool True if the compiler isn't supported directly, Note: that cause a fail-back to gcc cc_has_debug : bool True if the compiler has debug flags cc_has_native : bool True if the compiler has native flags cc_noopt : bool True if the compiler has definition 'DISABLE_OPT*', or 'cc_on_noarch' is True cc_march : str The target architecture name, or "unknown" if the architecture isn't supported cc_name : str The compiler name, or "unknown" if the compiler isn't supported cc_flags : dict Dictionary containing the initialized flags of `_Config.conf_cc_flags` c C sV t | d�rd S d}d}d}| �� }|\}}}|||fD ] }|D ]\} } } t| | d� q>q6||f||ffD ]N\} } | D ]@\} } } | r�t�| | tj�s�qt| r�| �| �s�qtt| | d� qhqtqh|D ]<\} } } | r�t�| |tj�s�q�| r�| �| �s�q�t| | d� q�| j�r | jd|� d�dd � d| _ | j �r:| jd dd � d| _ | j �r^| jd |� d�dd � d| _ d | _ d D ]"}t| d| ��rh|| _ �q��qhd | _dD ]"}t| d| ��r�|| _ �q��q�i | _| j�| j�}|d u �r�| �d| j � |�� D ]Z\}}g | j|< }|�r�t|t��s J �|�� }|D ] }| �|g��r(|�|� �q(�q�d| _d S )N� cc_is_cached))rZ z.*(x|x86_|amd)64.*r )rY z.*(win32|x86|i386|i686).*r )rb z&.*(powerpc|ppc)64(el|le).*|.*powerpc.*z4defined(__powerpc64__) && defined(__LITTLE_ENDIAN__))rc z .*(powerpc|ppc).*|.*powerpc.*z1defined(__powerpc64__) && defined(__BIG_ENDIAN__))re z.*(aarch64|arm64).*r )rf z.*arm.*z3defined(__ARM_ARCH_7__) || defined(__ARM_ARCH_7A__))rd z .*s390x.*r )� cc_on_noarchr r ))r[ z.*(gcc|gnu\-g).*r )r\ z .*clang.*r )r` z.*(intelw|intelemw|iccw).*r )r_ z.*(intel|icc).*r )ra z.*msvc.*r )r] z.*fcc.*r )� cc_is_noccr r ))� cc_has_debugz$.*(O0|Od|ggdb|coverage|debug:full).*r )� cc_has_nativez..*(-march=native|-xHost|/QxHost|-mcpu=a64fx).*r )rX z.*DISABLE_OPT.*r FTz]unable to detect CPU architecture which lead to disable the optimization. check dist_info:<< z >>r� z&Optimization is disabled by the Configz�unable to detect compiler type which leads to treating it as GCC. this is a normal behavior if you're using gcc-like compiler such as MinGW or IBM/XLC.check dist_info:<< �unknown)r r r r r r r Zcc_on_)r r r r r r Zcc_is_z=undefined flag for compiler '%s', leave an empty dict instead)r� r� r� r� r� � IGNORECASE� cc_test_cexprr" r� rX r� r# r[ �cc_marchr� �cc_name�cc_flagsr� r� r� r� r� r� �split� cc_test_flagsr� r! )rg Z detect_archZdetect_compilerZ detect_argsr� r� Z compiler_infor� �sectionr Zrgex�cexprr6 Zsearchin�archr� Zcompiler_flagsrU Znflagsr ri ri rj r~ � s� ���� ��z_CCompiler.__init__c C sL t |t�sJ �| �d|� tj�| jd�}| �||�}|sH| jddd� |S )z@ Returns True if the compiler supports 'flags'. z testing flagsz test_flags.c�testing failedTr� )r� r� r� ry rz r� r� r� )rg rU � test_pathr� ri ri rj r- 7 s z_CCompiler.cc_test_flagsc C s� | � d|� tj�| jd�}t|d��(}|�t�d|� d��� W d � n1 sT0 Y | � ||�}|s|| j ddd � |S ) zJ Same as the above but supports compile-time expressions. ztesting compiler expressionznpy_dist_test_cexpr.cr z #if !(zq) #error "unsupported expression" #endif int dummy; Nr1 Tr� ) r� ry rz r� rs r r r r r� )rg r/ rU r2 �fdr� ri ri rj r( D s �* z_CCompiler.cc_test_cexprc C sD t |t�sJ �| js | js | jr*| �|�S | js6| jr@| �|�S |S )a� Remove the conflicts that caused due gathering implied features flags. Parameters ---------- 'flags' list, compiler flags flags should be sorted from the lowest to the highest interest. Returns ------- list, filtered from any conflicts. Examples -------- >>> self.cc_normalize_flags(['-march=armv8.2-a+fp16', '-march=armv8.2-a+dotprod']) ['armv8.2-a+fp16+dotprod'] >>> self.cc_normalize_flags( ['-msse', '-msse2', '-msse3', '-mssse3', '-msse4.1', '-msse4.2', '-mavx', '-march=core-avx2'] ) ['-march=core-avx2'] ) r� r� r[ r\ r_ �_cc_normalize_unixra r` �_cc_normalize_win)rg rU ri ri rj �cc_normalize_flagsW s z _CCompiler.cc_normalize_flagsz ^(-mcpu=|-march=|-x[A-Z0-9\-])zB^(?!(-mcpu=|-march=|-x[A-Z0-9\-]|-m[a-z0-9\-\.]*.$))|(?:-mzvector)z^(-mfpu|-mtune)z[0-9.]c sP � fdd�}t |�dkr |S tt|��D ]�\}}t�� j|�s@q(|d |d � }|| d � }tt� jj |��}||�\}} } |dkr�t | �dkr�|D ]"} || �\} } }|| kr�|| } q�| d d� | � }||g }|dkr�||7 } q�q(g }t � }t|�D ]J}t�� j |�}|�sn"|d |v �r.�q n|� |d � |�d|� �q |S )Nc s@ | � d�}tdd�t�� j|d �� �}||d |dd � fS )N�+�0r r r )r, �floatr� r� �findall�_cc_normalize_arch_ver)r �tokens�ver�rg ri rj � ver_flags� s �z0_CCompiler._cc_normalize_unix.<locals>.ver_flagsr r r7 )r� � enumerate�reversedr� r� �_cc_normalize_unix_mrgxr� �filter�_cc_normalize_unix_frgx�searchr� r� �_cc_normalize_unix_krgx�add�insert)rg rU r? �iZcur_flagZ lower_flagsZ upper_flags�filteredr= r0 ZsubflagsZxflagZxver�_Z xsubflagsZ final_flagsZmatchedr r� ri r> rj r4 � sB � z _CCompiler._cc_normalize_unixz^(?!(/arch\:|/Qx\:))z ^(/arch|/Qx:)c C s^ t t|��D ]L\}}t�| j|�s$q |d7 }tt| jj|d | � ��|| d � S |S )Nr ) r@ rA r� r� �_cc_normalize_win_mrgxr� rC �_cc_normalize_win_frgxrE )rg rU rI r ri ri rj r5 � s � �z _CCompiler._cc_normalize_winN)r r� r� r� r~ r� r r- r( r6 r� r� rB rD rF r; r4 rM rL r5 ri ri ri rj r � s6 0v ����1��r c @ s� e Zd ZdZdd� Zddg fdd�Zdd� Zd%d d �Zd&d d �Zdd� Z dd� Z dd� Z dd� Z dd� Z ejdd� �Zejdg fdd��Zejdg fd d ��Zejd d � �Zejd d!� �Zd'd#d$�ZdS )(�_Featurea� A helper class for `CCompilerOpt` that managing CPU features. Attributes ---------- feature_supported : dict Dictionary containing all CPU features that supported by the platform, according to the specified values in attribute `_Config.conf_features` and `_Config.conf_features_partial()` feature_min : set The minimum support of CPU features, according to the specified values in attribute `_Config.conf_min_features`. c s t | d�rd S | �� | _}t|�� �D ]�}|| � | j| }� �� fdd�|�� D �� � �d�}|d ur�|� |� | j d| |dd� q(dD ]$}� �|�}t |t �r�|� � � |< q�q(t� | _| j�| jd �}|�� � � D ]}|| jv r�| j�|� q�d| _d S ) N�feature_is_cachedc s i | ]\}}|� vr||�qS ri ri )r� �k�v��featureri rj � <dictcomp>� s z%_Feature.__init__.<locals>.<dictcomp>rV zfeature '%s' is disabled,Tr� )r r5 r6 r rU r/ r )r� rk �feature_supportedr� r r� �updater� r� r� r� r� r� r, r� � feature_minr� r) �upperrG rO ) rg Z pfeatures� feature_nameZcfeature�disabled�optionZovalZmin_f�Fri rR rj r~ � s6 � � z_Feature.__init__Nc C sv |du s t |t�s t|d�s J �|du s6t |t�s6J �|du rH| j�� }t� }|D ] }| j|||d�rR|�|� qR|S )a� Returns a set of CPU feature names that supported by platform and the **C** compiler. Parameters ---------- names : sequence or None, optional Specify certain CPU features to test it against the **C** compiler. if None(default), it will test all current supported features. **Note**: feature names must be in upper-case. force_flags : list or None, optional If None(default), default compiler flags for every CPU feature will be used during the test. macros : list of tuples, optional A list of C macro definitions. Nr� �� force_flagsr� ) r� r� r� r� rU r r� �feature_is_supportedrG )rg �namesr^ r� Zsupported_namesr ri ri rj � feature_names� s ��� � z_Feature.feature_namesc C s |� � s J �|| jv S )z� Returns True if a certain feature is exist and covered within `_Config.conf_features`. Parameters ---------- 'name': str feature name in uppercase. )�isupperr� )rg r� ri ri rj �feature_is_exist s z_Feature.feature_is_existFc s � fdd�}t |||d�S )az Sort a list of CPU features ordered by the lowest interest. Parameters ---------- 'names': sequence sequence of supported feature names in uppercase. 'reverse': bool, optional If true, the sorted features is reversed. (highest interest) Returns ------- list, sorted CPU features c sB t | t�r� j| d S t� fdd�| D ��}|t| �d 7 }|S )Nr c s g | ]}� j | d �qS )r )rU �r� r r> ri rj r� < � z<_Feature.feature_sorted.<locals>.sort_cb.<locals>.<listcomp>r )r� r� rU �maxr� )rP Zrankr> ri rj �sort_cb8 s z(_Feature.feature_sorted.<locals>.sort_cb)�reverse�key)�sorted)rg r` rh rg ri r> rj �feature_sorted) s z_Feature.feature_sortedc sl t � f� �fdd� � t|t�r.� |�}|g}n,t|d�s<J �t � }|D ]}|�� |��}qF|sh|�|� |S )a� Return a set of CPU features that implied by 'names' Parameters ---------- names : str or sequence of str CPU feature name(s) in uppercase. keep_origins : bool if False(default) then the returned set will not contain any features from 'names'. This case happens only when two features imply each other. Examples -------- >>> self.feature_implies("SSE3") {'SSE', 'SSE2'} >>> self.feature_implies("SSE2") {'SSE'} >>> self.feature_implies("SSE2", keep_origins=True) # 'SSE2' found here since 'SSE' and 'SSE2' imply each other {'SSE', 'SSE2'} c sT t � }�j| }|�dg �D ]2}|�|� ||v r4q |�| � |�� ||��}q |S )Nr )r� rU r� rG �union)r� �_callerr r rI �� get_impliesrg ri rj ro [ s z-_Feature.feature_implies.<locals>.get_impliesr� )r� r� r� r� rl �difference_update)rg r` � keep_originsr �nri rn rj �feature_impliesC s z_Feature.feature_impliesc C s. t |t�rt|f�}nt|�}|�| �|��S )z/same as feature_implies() but combining 'names')r� r� r� rl rs )rg r` ri ri rj �feature_implies_ct s z_Feature.feature_implies_cc s^ t |t�st|d�sJ �| j|dd�� � fdd�|D �}t|�dkrZ| j|dd�dd � }|S ) a Return list of features in 'names' after remove any implied features and keep the origins. Parameters ---------- 'names': sequence sequence of CPU feature names in uppercase. Returns ------- list of CPU features sorted as-is 'names' Examples -------- >>> self.feature_ahead(["SSE2", "SSE3", "SSE41"]) ["SSE41"] # assume AVX2 and FMA3 implies each other and AVX2 # is the highest interest >>> self.feature_ahead(["SSE2", "SSE3", "SSE41", "AVX2", "FMA3"]) ["AVX2"] # assume AVX2 and FMA3 don't implies each other >>> self.feature_ahead(["SSE2", "SSE3", "SSE41", "AVX2", "FMA3"]) ["AVX2", "FMA3"] r� T)rq c s g | ]}|� vr|�qS ri ri )r� rr �r ri rj r� � re z*_Feature.feature_ahead.<locals>.<listcomp>r �rh Nr )r� r� r� rs r� rk )rg r` Zaheadri ru rj � feature_ahead| s �� z_Feature.feature_aheadc s� t |t�st|d�sJ �g }|D ]j������ � ��fdd�|D �}|r���|�g �}�|dd� vrjq |�|dd� d � |��� q |S )am same as 'feature_ahead()' but if both features implied each other and keep the highest interest. Parameters ---------- 'names': sequence sequence of CPU feature names in uppercase. Returns ------- list of CPU features sorted as-is 'names' Examples -------- >>> self.feature_untied(["SSE2", "SSE3", "SSE41"]) ["SSE2", "SSE3", "SSE41"] # assume AVX2 and FMA3 implies each other >>> self.feature_untied(["SSE2", "SSE3", "SSE41", "FMA3", "AVX2"]) ["SSE2", "SSE3", "SSE41", "AVX2"] r� c s& g | ] }|� v r��� |�v r|�qS ri )rs )r� �nn�r rr rg ri rj r� � s �z+_Feature.feature_untied.<locals>.<listcomp>r Nr )r� r� r� rs rk �remover� )rg r` �finalZtiedri ry rj �feature_untied� s" �� � z_Feature.feature_untiedc s^ � �fdd��t |t�s$t|�dkr8�|�}|�� |S ��|�}�fdd�|D �}��|�S )z� same as `feature_implies_c()` but stop collecting implied features when feature's option that provided through parameter 'keyisfalse' is False, also sorting the returned features. c sT �� | �} �j| dd�} t| �D ].\}}�j| �� d�s | d |d � } qPq | S )NTrv r )rt rk r@ rU r� )ZtnamesrI rr )� keyisfalserg ri rj �til� s z%_Feature.feature_get_til.<locals>.tilr c s h | ]}� |�D ]}|�qqS ri ri )r� rr �t)r~ ri rj � <setcomp>� re z+_Feature.feature_get_til.<locals>.<setcomp>)r� r� r� rh rw rk )rg r` r} ri )r} rg r~ rj �feature_get_til� s z_Feature.feature_get_tilc C sB | � |d�}g }|D ](}| j| }||�d|�d|g��7 }q|S )z� Return a list of CPU features that required to be detected sorted from the lowest to highest interest. r& r6 r5 )r� rU r� )rg r` r6 rr r ri ri rj �feature_detect� s z_Feature.feature_detectc C sV | � | �|��}g }|D ]2}| j| }|�dg �}|r| �|�sBq||7 }q| �|�S )zi Return a list of CPU features flags sorted from the lowest to highest interest. rU )rk rt rU r� r- r6 )rg r` rU rr r r ri ri rj � feature_flags� s z_Feature.feature_flagsc C s� |du r| � |�}| �d|d�|�f � tj�| jd|�� �}tj�|�sZ| �d|� | j ||| j d |d�}|s�| jdd d � |S ) a� Test a certain CPU feature against the compiler through its own check file. Parameters ---------- name : str Supported CPU feature name. force_flags : list or None, optional If None(default), the returned flags from `feature_flags()` will be used. macros : list of tuples, optional A list of C macro definitions. Nz$testing feature '%s' with flags (%s)r� zcpu_%s.cz feature test file is not existr �r� r1 Tr� ) r� r� r� ry rz r� �lowerr� r� r� r+ )rg r� r^ r� r2 r� ri ri rj � feature_test s$ ��� �z_Feature.feature_testc C sn |� � s J �|du s"t|t�s"J �|| jv }|rj| �|�D ]}| j|||d�s: dS q:| j|||d�sjdS |S )a� Check if a certain CPU feature is supported by the platform and compiler. Parameters ---------- name : str CPU feature name in uppercase. force_flags : list or None, optional If None(default), default compiler flags for every CPU feature will be used during test. macros : list of tuples, optional A list of C macro definitions. Nr� F)rb r� r� rU rs r� )rg r� r^ r� � supported�implri ri rj r_ * s z _Feature.feature_is_supportedc sV t |t�sJ �� j| }|�dd�}|du rR� fdd�|�dg �D �}|oPt|�}|S )zM check if the feature can be auto-vectorized by the compiler rW Nc s g | ]}� � |g��qS ri )r- rd r> ri rj r� P s z0_Feature.feature_can_autovec.<locals>.<listcomp>rU )r� r� rU r� �any)rg r� r �canZ valid_flagsri r> rj �feature_can_autovecG s � z _Feature.feature_can_autovecc C s� t |t�sJ �| j| }|�dg �}|s,g S | �d| |� | �|�}g }g }|D ]d}tj�| j d|� � �}tj� |�s�| � d|� | � ||| jd �} | r�|�|� qR|�|� qR|r�| jd|dd� |S ) z� Return a list of supported extra checks after testing them against the compiler. Parameters ---------- names : str CPU feature name in uppercase. r/ z%Testing extra checks for feature '%s'z extra_%s.cz extra check file does not existr ztesting failed for checksTr� )r� r� rU r� r� r� ry rz r� r� r� r� r� r� r+ r� ) rg r� r r/ rU � availableZ not_availableZchkr2 � is_supportedri ri rj �feature_extra_checksV s, � z _Feature.feature_extra_checksr c s� |� � s J �| j�|�}|dus$J �d| d| j|f g}|dd� |�dg �D �7 }|�dg �}|| �|�7 }|D ]&}|d| j|f d | j|f d g7 }qr� d kr�� fd d�|D �}d �|�S )a" Generate C preprocessor definitions and include headers of a CPU feature. Parameters ---------- 'feature_name': str CPU feature name in uppercase. 'tabs': int if > 0, align the generated strings to the right depend on number of tabs. Returns ------- str, generated C preprocessor Examples -------- >>> self.feature_c_preprocessor("SSE3") /** SSE3 **/ #define NPY_HAVE_SSE3 1 #include <pmmintrin.h> Nz /** %s **/z#define %sHAVE_%s 1c S s g | ] }d | �qS )z #include <%s>ri )r� r ri ri rj r� � s z3_Feature.feature_c_preprocessor.<locals>.<listcomp>r r5 z#ifndef %sHAVE_%sz #define %sHAVE_%s 1z#endifr c s g | ]}d � | �qS )� ri )r� �l��tabsri rj r� � re � )rb rU r� r� r� r� )rg rY r� rS ZpreprZ extra_defsZedefri r� rj �feature_c_preprocessor} s( � � �z _Feature.feature_c_preprocessor)F)F)r )r r� r� r� r~ ra rc rk rs rt rw r| r� r� r� r r� r� r_ r� r� r� ri ri ri rj rN � s, "# 1&) ' &rN c @ s� e Zd ZdZdd� Zdd� Ze�d�Zdd� Z e�d �Z d d � Z d d � Z dd� Z dd� Zdd� Zdd� Zdd� Zdd� Zdd� Zd d � Zd S ) �_Parsea� A helper class that parsing main arguments of `CCompilerOpt`, also parsing configuration statements in dispatch-able sources. Parameters ---------- cpu_baseline : str or None minimal set of required CPU features or special options. cpu_dispatch : str or None dispatched set of additional CPU features or special options. Special options can be: - **MIN**: Enables the minimum CPU features that utilized via `_Config.conf_min_features` - **MAX**: Enables all supported CPU features by the Compiler and platform. - **NATIVE**: Enables all CPU features that supported by the current machine. - **NONE**: Enables nothing - **Operand +/-**: remove or add features, useful with options **MAX**, **MIN** and **NATIVE**. NOTE: operand + is only added for nominal reason. NOTES: - Case-insensitive among all CPU features and special options. - Comma or space can be used as a separator. - If the CPU feature is not supported by the user platform or compiler, it will be skipped rather than raising a fatal error. - Any specified CPU features to 'cpu_dispatch' will be skipped if its part of CPU baseline features - 'cpu_baseline' force enables implied features. Attributes ---------- parse_baseline_names : list Final CPU baseline's feature names(sorted from low to high) parse_baseline_flags : list Compiler flags of baseline features parse_dispatch_names : list Final CPU dispatch-able feature names(sorted from low to high) parse_target_groups : dict Dictionary containing initialized target groups that configured through class attribute `conf_target_groups`. The key is represent the group name and value is a tuple contains three items : - bool, True if group has the 'baseline' option. - list, list of CPU features. - list, list of extra compiler flags. c s� t d � jg f� j� jg f� jd g f� jd g f� jd dgfd�� _t� d�rNd S g � _ g � _ g � _ i � _ � j rtd }}� �d� |d ur�� �d|�}� �|�}� �|�� _ � �� �|��� _ � �d� |d u�r$� �d|�}� fdd �|D �}|�|�}� �� �|��� _ t|�d k�r$� �d |d � � �d � � j�� D ]b\}}� �d|� |�� }|�rd|�� �sxdg g f� j |< �q8� �|�\} } } | | | f� j |< �q8d� _d S )N�MAXOPT)Z KEEP_BASELINEZ KEEP_SORTr� ZWERRORZAUTOVEC�parse_is_cachedzcheck requested baseline� cpu_baselinez&check requested dispatch-able features� cpu_dispatchc s h | ]}|� j vr|�qS ri ��parse_baseline_namesrd r> ri rj r� s �z"_Parse.__init__.<locals>.<setcomp>r z skip featureszsince its part of baselinezinitialize targets groupszparse target groupFT) r^ �_parse_policy_not_keepbase�_parse_policy_keepsort�_parse_policy_not_keepsort�_parse_policy_maxopt�_parse_policy_werror�_parse_policy_autovec�_parse_policiesr� r� �parse_baseline_flags�parse_dispatch_names�parse_target_groupsrX r� �_parse_arg_featuresra r� rk rt � differencer� r� r� rX �strip�_parse_target_tokensr� ) rg r� r� �baseline_namesZ cpu_dispatch_Zconflict_baseline� group_namer< Z GROUP_NAME� has_baseline�features� extra_flagsri r> rj r~ � sz ������ � � �� � ��z_Parse.__init__c C s | � d|� t|���}d}d}d}d}d}d}t|�D ]x\} } | |krT| �d� q�|dkr|| �|�}|dkrpq6|t|�7 }|| 7 }| �|�}|dkr6|t|�t| � 7 } q�q6W d � n1 s�0 Y |dkr�| �d | � |dkr�| �d | � |||� }| �|�S ) a� Fetch and parse configuration statements that required for defining the targeted CPU features, statements should be declared in the top of source in between **C** comment and start with a special mark **@targets**. Configuration statements are sort of keywords representing CPU features names, group of statements and policies, combined together to determine the required optimization. Parameters ---------- source : str the path of **C** source file. Returns ------- - bool, True if group has the 'baseline' option - list, list of CPU features - list, list of extra compiler flags z!looking for '@targets' inside -> r i� z@targets���z*/zreached the max of linesNz(expected to find '%s' within a C commentzexpected to end with '%s')r� r r@ r� �findr� r� ) rg r� r3 r< Z max_to_reachZ start_with� start_posZend_with�end_pos� current_line�lineri ri rj � parse_targets/ s8 $ z_Parse.parse_targetsz \s|,|([+-])c C s> t |t�s| �d| � t� }ttd t�| j|���}d}|D ]�}|d dv rZ| �|d� |dkrhd}q>|dkrvd}q>|� � }t� }|d kr�n�|d kr�| j d } | s�| �|d � | j | d gd�}nV|dkr�| j � � }nB|dkr�| j}n2|| j v r�|�|� n | �|��s| �|d| � |�r*|�|�}n |�|�}d}q>|S )Nzexpected a string in '%s'Tr )�#�$zYtarget groups and policies aren't allowed from arguments, only from dispatch-able sourcesr7 �-F�NONEZNATIVEr z-native option isn't supported by the compiler)ZDETECT_FEATURESr r] �MAXZMINz&, '%s' isn't a known feature or option)r� r� r� r� r� rC r� r, �_parse_regex_argrX r+ ra rU r rW rG rc rl r� ) rg �arg_nameZ req_featuresZfinal_featuresr< r� �tok�TOKZ features_tor ri ri rj r� f sX � �� � z_Parse._parse_arg_featuresz\s|[*,/]|([()])c C s� t |t�sJ �g }g }d}t� }t� }d }ttd t�| j|���}|sP| �d� |D �]�}|� � } |d } | dv r~| �d� qT| dkr�|d ur�| �d� |� | � | �� qT| dkr�|d ur�| �d � | � | |||�\}}}qT| d k�r |d ur�| �d � t� }qT| d k�rx|d u �r | �d � | � |�} | d u �rB|� t|�� n0t| �dk�rX| d } | �rr| |v�rr|�| � d }qT| dk�r�|d u�r�| �d� d}qT|d u�r�|� | � qT| �| ��s�| �d| � | | jv �p�| | jv } | �r�| |vrT|�| � qT|� | � qT|d u�r | �d � |�r0| �d|d� | �|�}t|�D ]L} | j| \}}}|D ]0}||v �rl�qZ| �d| |f � |� |� �qZ�qB| j�� D ]R\} \}}}d }| |v �r�|}| �d| � n|}|�sؐq�||||�\}}}�q�|||fS )NFzexpected one token at leastr )r7 r� ze+/- are 'not' allowed from target's groups or @targets, only from cpu_baseline and cpu_dispatch parmsr� zCpolicies aren't allowed inside multi-target '()', only CPU featuresr� zHtarget groups aren't allowed inside multi-target '()', only CPU featuresr� z"unclosed multi-target, missing ')'r� z$multi-target opener '(' wasn't foundr ZBASELINEz/baseline isn't allowed inside multi-target '()'Tzinvalid target name '%s'z skip targetsz.not part of baseline or dispatch-able featuresz policy '%s' force enables '%s'zpolicy '%s' is ON)r� r� r� r� rC r� r, �_parse_regex_targetr� rX rG �_parse_token_policy�_parse_token_group�_parse_multi_target�tupler� r� rc r� r� r� r| r� r� )rg r< � final_targetsr� r� �skippedZpoliciesZ multi_targetr� r� �ch�targets� is_enabled�prK �depsr ZhaveZnhave�funcri ri rj r� � s� ���� � � �� �z_Parse._parse_target_tokensc C sZ t |�dks |dd� |d kr*| �d� |dd� }|| jvrV| �d| | j�� � |S )zvalidate policy tokenr r� Nr z*'$' must stuck in the begin of policy namez6'%s' is an invalid policy name, available policies are)r� r� r� r )rg �tokenri ri rj r� s �z_Parse._parse_token_policyc s� t |�dks |dd� |d kr*| �d� |dd� }| j�|ddg f�\}}}|du rr| �d| d | j�� � |rzd }��fd d �|D �7 �� � fd d �|D �7 � |�� fS ) zvalidate group tokenr r� Nr z)'#' must stuck in the begin of group nameFz&'%s' is an invalid target group name, zavailable target groups areTc s g | ]}|� vr|�qS ri ri rd )r� ri rj r� 1 re z-_Parse._parse_token_group.<locals>.<listcomp>c s g | ]}|� vr|�qS ri ri rd )r� ri rj r� 2 re )r� r� r� r� r )rg r� r� r� r� Z ghas_baselineZgtargetsZ gextra_flagsri )r� r� rj r� s$ � ��z_Parse._parse_token_groupc sr |s� � d� t� fdd�|D ��s0� � d|� t� fdd�|D ��sJdS � �|�}|s\dS � �|�}t|�}|S )z9validate multi targets that defined between parentheses()zempty multi-target '()'c s g | ]}� � |��qS ri )rc �r� �tarr> ri rj r� : s z._Parse._parse_multi_target.<locals>.<listcomp>z#invalid target name in multi-targetc s g | ]}|� j v p|� jv �qS ri )r� r� r� r> ri rj r� > s � N)r� �allrw rk r� )rg r� ri r> rj r� 5 s � � z_Parse._parse_multi_targetc sx g }|dd� D ]L}d}t |t�r.|� jv }nt� fdd�|D ��}|r|�|� |�|� q|rn� �d|� |||fS )zskip all baseline featuresNFc s g | ]}|� j v �qS ri r� rd r> ri rj r� W s �z5_Parse._parse_policy_not_keepbase.<locals>.<listcomp>zskip baseline features)r� r� r� r� r� rz r� )rg r� r� r� r� r� Zis_baseri r> rj r� N s � z!_Parse._parse_policy_not_keepbasec C s | � d|d� |||fS )z$leave a notice that $keep_sort is onz/policy 'keep_sort' is on, dispatch-able targetszo are 'not' sorted depend on the highest interest butas specified in the dispatch-able source or the extra group)r� �rg r� r� r� ri ri rj r� d s �z _Parse._parse_policy_keepsortc C s | j |dd�}|||fS )z%sorted depend on the highest interestTrv )rk r� ri ri rj r� m s z!_Parse._parse_policy_not_keepsortc C sT | j r| �d� n8| jr$| �d� n&| jd }|sB| jddd� n||7 }|||fS )z&append the compiler optimization flagsz3debug mode is detected, policy 'maxopt' is skipped.z5optimization is disabled, policy 'maxopt' is skipped.r zOcurrent compiler doesn't support optimization flags, policy 'maxopt' is skippedTr� )r$ r� rX r+ �rg r� r� r� rU ri ri rj r� r s �z_Parse._parse_policy_maxoptc C s: | j d }|s | jddd� n| �d� ||7 }|||fS )z#force warnings to treated as errorsr zTcurrent compiler doesn't support werror flags, warnings will 'not' treated as errorsTr� z'compiler warnings are treated as errors)r+ r� r� ri ri rj r� � s � z_Parse._parse_policy_werrorc st g }|dd� D ]H}t |t�r*� �|�}nt� fdd�|D ��}|s|�|� |�|� q|rj� �d|� |||fS )z=skip features that has no auto-vectorized support by compilerNc s g | ]}� � |��qS ri )r� �r� r r> ri rj r� � s �z0_Parse._parse_policy_autovec.<locals>.<listcomp>z!skip non auto-vectorized features)r� r� r� r� rz r� r� )rg r� r� r� r� r� r� ri r> rj r� � s � z _Parse._parse_policy_autovecN)r r� r� r� r~ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� ri ri ri rj r� � s .R6 8 t r� c @ sj e Zd ZdZddd�Zdd� Zd d � Zd d � Zd d� Zddd�Z dd� Z d dd�Z d dd�Z d dd�Z dS ) � CCompilerOptz� A helper class for `CCompiler` aims to provide extra build options to effectively control of compiler optimizations that are directly related to CPU features. �minrf Nc C s� t �| � t�| |� t�| || �� ||� t�| � t�| � | jsZ| jrZ| � d� d}t �| ||� || _ || _ t | di �| _| j�d� t| d�| _d S )NzSnative flag is specified through environment variables. force cpu-baseline='native'r �sources_status� hit_cache)r r~ r� r� r� r rN rX r% r� r� �_requested_baseline�_requested_dispatchr� r� r� rG r� r� )rg r� r� r� r ri ri rj r~ � s � zCCompilerOpt.__init__c C s | j o | jS )zF Returns True if the class loaded from the cache file )r� r� r> ri ri rj � is_cached� s zCCompilerOpt.is_cachedc C s | j S )zE Returns a list of final CPU baseline compiler flags )r� r> ri ri rj �cpu_baseline_flags� s z CCompilerOpt.cpu_baseline_flagsc C s | j S )zC return a list of final CPU baseline feature names r� r> ri ri rj �cpu_baseline_names� s z CCompilerOpt.cpu_baseline_namesc C s | j S )zC return a list of final CPU dispatch feature names )r� r> ri ri rj �cpu_dispatch_names� s z CCompilerOpt.cpu_dispatch_namesc K s& i }| � � }|�dg �}|D ]�}tj�|�} |rZ| �|�sHtj�|| �} | |vrZ|�| � | �|�\} } } | � | || | �} | D ]:}| j | ||| d�}t | | � |� �}|�|g ��|� q~| r�t | | �}|�|g ��|� | | f| j |< q g }|�� D ](\}}|| j|t|�fd|i|��7 }q�|S )a� Compile one or more dispatch-able sources and generates object files, also generates abstract C config headers and macros that used later for the final runtime dispatching process. The mechanism behind it is to takes each source file that specified in 'sources' and branching it into several files depend on special configuration statements that must be declared in the top of each source which contains targeted CPU features, then it compiles every branched source with the proper compiler flags. Parameters ---------- sources : list Must be a list of dispatch-able sources file paths, and configuration statements must be declared inside each file. src_dir : str Path of parent directory for the generated headers and wrapped sources. If None(default) the files will generated in-place. ccompiler : CCompiler Distutils `CCompiler` instance to be used for compilation. If None (default), the provided instance during the initialization will be used instead. **kwargs : any Arguments to pass on to the `CCompiler.compile()` Returns ------- list : generated object files Raises ------ CompileError Raises by `CCompiler.compile()` on compiling failure. DistutilsError Some errors during checking the sanity of configuration statements. See Also -------- parse_targets : Parsing the configuration statements of dispatch-able sources. � include_dirs)�nochanger� )r� � setdefaultry rz r� � startswithr� r� r� �_generate_config� _wrap_targetr� r� r� r� r� r� )rg r� �src_dirr� r� Z to_compile�baseline_flagsr� �srcr� r� r� r� r� r� Ztar_srcrU �objectsZsrcsri ri rj � try_dispatch� s< / ��� zCCompilerOpt.try_dispatchc sp � � d| � � �� }� �� }t|�}t|�}tj�|�}tj�|�sf� j d|� d�dd� t�|� t |d���}d� � fdd �|D ��}d� � fd d �|D ��} |� t � d �j� jd � |�d � |�|||| d �� d} |D ]} | � j| dd�d 7 } q�d} |D ],} | t � d�j� j| � j| dd�d�7 } �q |� t � d�j� j| | d�� W d � n1 �sb0 Y dS )ax Generate the dispatch header which contains the #definitions and headers for platform-specific instruction-sets for the enabled CPU baseline and dispatch-able features. Its highly recommended to take a look at the generated header also the generated source files via `try_dispatch()` in order to get the full picture. z"generate CPU dispatch header: (%s)zdispatch header dir z does not exist, creating itTr� r � \ c s g | ]}d � j |f �qS �z3 %sWITH_CPU_EXPAND_(MACRO_TO_CALL(%s, __VA_ARGS__))�r� rd r> ri rj r� M s ��z9CCompilerOpt.generate_dispatch_header.<locals>.<listcomp>c s g | ]}d � j |f �qS r� r� rd r> ri rj r� S s ��a� /* * AUTOGENERATED DON'T EDIT * Please make changes to the code generator (distutils/ccompiler_opt.py) */ #define {pfx}WITH_CPU_BASELINE "{baseline_str}" #define {pfx}WITH_CPU_DISPATCH "{dispatch_str}" #define {pfx}WITH_CPU_BASELINE_N {baseline_len} #define {pfx}WITH_CPU_DISPATCH_N {dispatch_len} #define {pfx}WITH_CPU_EXPAND_(X) X #define {pfx}WITH_CPU_BASELINE_CALL(MACRO_TO_CALL, ...) \ {baseline_calls} #define {pfx}WITH_CPU_DISPATCH_CALL(MACRO_TO_CALL, ...) \ {dispatch_calls} r� )�pfxZ baseline_strZ dispatch_str� baseline_len� dispatch_len�baseline_calls�dispatch_callsr r r� r� z� #ifdef {pfx}CPU_TARGET_{name} {pre} #endif /*{pfx}CPU_TARGET_{name}*/ )r� r� �prez� /******* baseline features *******/ {baseline_pre} /******* dispatch features *******/ {dispatch_pre} )r� � baseline_pre� dispatch_preN)r� r� r� r� ry rz r� r� r r r� r r r r r� r� r� ) rg Z header_pathr� �dispatch_namesr� r� Z header_dirr r� r� r� r� r� ri r> rj �generate_dispatch_header3 sN � �� � �� �z%CCompilerOpt.generate_dispatch_headerFc C s g }g }g }g }|� d|f� |� d� |� d|f� |� d� |� d|f� |� d| jr^dn| jf� |� d| jrxdn| jf� | jr�|� d � n|� d t| j�f� | �� }|� d |r�d � |�nd f� | � � }|� d|r�d � |�nd f� g }|D ]} || � | �7 }q�|� d|�r"d � |�nd f� | j�r>|� d � n|� d t| j �f� | � � } |� d | �rpd � | �nd f� i } | j�� D ],\} \} }|D ]}| �|g �� | � �q��q�|�r�| �s4d}| �| �D ]@}| | }t|t��r�|n dd � |� } || dt|� 7 }�q�|� d|�r(|d d� nd f� �n|� d� | �| �D �]}| | }t|t��rf|n dd � |� }d � | �|��}d � | �| �|���}d � | �|��}g }t|t��r�|fn|D ]} || � | �7 }�q�|�r�d � |�nd }|� d� |� ||f� |� d|f� |� d|f� |� d|f� |D ]}|� d|f� �q4�qHg }dd� |D �}dd� |D �}d}tt|�t|��}|D ]~\} } | �s�|� d� �q�| d |t| � 7 } |� | | d � | D ]4\} } | d |t| � 7 } |� || d | � �qΐq�d � |�S ) N�Platform)r r z CPU baselinez CPU dispatchZ Architecture� unsupportedZCompilerz unix-like)� Requestedzoptimization disabledr� ZEnabledr� �none�Flagsz Extra checksr z(%s)z[%d] � Generatedr� )r� r ZDetectc S s g | ]\}}t |��qS ri �r� )r� ZsecsrK ri ri rj r� � re z'CCompilerOpt.report.<locals>.<listcomp>c S s& g | ] \}}|D ]\}}t |��qqS ri r� )r� rK �rows�colri ri rj r� � re z z: r� )r� r" r) r# r* rX �reprr� r� r� r� r� r� r� r� r� r� rk r� r� r� r� rs r� rf ) rg �full�reportZ platform_rowsZ baseline_rowsZ dispatch_rowsr� r� r/ r� r� Ztarget_sourcesr� rK r� r� � generatedr� � pretty_namerU r r6 r� r� Zsecs_lenZcols_len�tab�pad�secr� r� r ri ri rj r � s� �� ��� � $ zCCompilerOpt.reportc s t |ttf�sJ �t |t�r&| }}nd�|�}d�|�}tj�|tj�|��}djg tj�|��|� � �R � }|r�tj� |�r�|S | � d|� | � | � |��}d| j � � fdd�|D �} d�| �} t|d ��8} | �t�d �j| j|tj�|�| d �� W d � n1 �s0 Y |S ) N�.�__z {0}.{2}{1}z wrap dispatch-able target -> z#define %sCPU_TARGET_c s g | ] }� | �qS ri ri rd �Z target_joinri rj r� re z-CCompilerOpt._wrap_target.<locals>.<listcomp>r� r aR /** * AUTOGENERATED DON'T EDIT * Please make changes to the code generator (distutils/ccompiler_opt.py) */ #define {pfx}CPU_TARGET_MODE #define {pfx}CPU_TARGET_CURRENT {target_name} {target_defs} #include "{path}" )r� � target_namerz � target_defs)r� r� r� r� ry rz �basenamer �splitextr� r� r� rk rt r� r r r r �abspath) rg r� � dispatch_src�targetr� Zext_namer Z wrap_pathr� r r3 ri r rj r� � s( �(zCCompilerOpt._wrap_targetc C s� t j�|�}t j�|�d d }t j�||�}| �||�}zht|��L}|�� �d�}t |�dkr�t |d �|kr�W d � W dS W d � n1 s�0 Y W n t y� Y n0 t j t j� |�dd� | �d|� g } |D ]\} t| t�r�| } nd �d d � | D ��} | �| �} d �d d � | D ��} | �d| j| | f � q�d�| �} |�rZd| j } nd} t|d��0}|�t�d�j| j| | |d�� W d � n1 �s�0 Y dS )Nr z.hz cache_hash:r r T)�exist_okz generate dispatched config -> r c S s g | ]}|�qS ri ri r� ri ri rj r� / re z1CCompilerOpt._generate_config.<locals>.<listcomp>z&&c S s g | ] }d | �qS )zCHK(%s)ri rd ri ri rj r� 1 s z2 %sCPU_DISPATCH_EXPAND_(CB((%s), %s, __VA_ARGS__))r� z( %sCPU_DISPATCH_EXPAND_(CB(__VA_ARGS__))r r aZ // cache_hash:{cache_hash} /** * AUTOGENERATED DON'T EDIT * Please make changes to the code generator (distutils/ccompiler_opt.py) */ #ifndef {pfx}CPU_DISPATCH_EXPAND_ #define {pfx}CPU_DISPATCH_EXPAND_(X) X #endif #undef {pfx}CPU_DISPATCH_BASELINE_CALL #undef {pfx}CPU_DISPATCH_CALL #define {pfx}CPU_DISPATCH_BASELINE_CALL(CB, ...) \ {baseline_calls} #define {pfx}CPU_DISPATCH_CALL(CHK, CB, ...) \ {dispatch_calls} )r� r� r� r� F)ry rz r r r� r� r �readliner, r� �intrn r r� r� r� r� r� r� r� r r r r )rg r� r r� r� Z config_pathr� r Z last_hashr� r� r Z req_detectr� r3 ri ri rj r� sN 4 ��� � �(z CCompilerOpt._generate_config)r� rf N)NN)F)F)F)r r� r� r� r~ r� r� r� r� r� r� r r� r� ri ri ri rj r� � s WS m &r� c K s2 t | fi |��}tj�|�r$|�� s.|�|� |S )a� Create a new instance of 'CCompilerOpt' and generate the dispatch header which contains the #definitions and headers of platform-specific instruction-sets for the enabled CPU baseline and dispatch-able features. Parameters ---------- compiler : CCompiler instance dispatch_hpath : str path of the dispatch header **kwargs: passed as-is to `CCompilerOpt(...)` Returns ------- new instance of CCompilerOpt )r� ry rz r� r� r� )r� Zdispatch_hpathr� r ri ri rj �new_ccompiler_optW s r )r� rv r� ry r r� r� r r r� r� r� r rN r� r� r ri ri ri rj �<module> sB > ; ; h y 6
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