
    [ix                        d dl Z d dlZd dlZd dlZd dlZd dlZd dlZd dlZd dlZd dl	Z	d dl
mZ d dlmZ d dlmZmZ d dlmZmZmZmZmZmZ d dlmZ d dl	mZ d dlmZ eee e d          e!e"e#e$e%f	Z& ed	eez  ez  dz  e!z  e"z  e#z  e$z  e%z  
          Z' e(            Z) ed           G d dee'                               Z*er>e)dddddfde'e(z  de!dz  de!e"e!         z  dz  de!e"e!         z  dz  de dz  de!dz  de'fdZ+nCe)dddddfde'e(z  de!dz  de!e"e!         z  dz  de!e"e!         z  dz  de dz  de!dz  de*e'         fdZ+de!dee!z  dz  fdZ,deddfdZ-dZ.dede#e!         fdZ/e G d d                      Z0 G d  d!e          Z1 G d" d#e j2                  Z2 G d$ d%          Z3d&e(de!d'e(de(fd(Z4d*de!dededz  fd)Z5dS )+    N)Callable)	dataclass)FunctionType
ModuleType)AnyGenericNoReturnOptionalTYPE_CHECKINGTypeVar)
deprecated)mock)justknobs_checkT)boundT)kw_onlyc                       e Zd ZU dZeez  ed<   dZedz  ed<   dZ	e
e         dz  ed<   dZe
e         dz  ed<   dZedz  ed<   dZedz  ed<   dd
Zedee
e         z  dz  d	e
e         dz  fd            ZdS )_Configa	  Represents a config with richer behaviour than just a default value.
    ::
        i.e.
        foo = Config(justknob="//foo:bar", default=False)
        install_config_module(...)

    This configs must be installed with install_config_module to be used

    Precedence Order:
        alias: If set, the directly use the value of the alias.
        env_name_force: If set, this environment variable has precedence over
            everything after this.
            If multiple env variables are given, the precedence order is from
            left to right.
        user_override: If a user sets a value (i.e. foo.bar=True), that
            has precedence over everything after this.
        env_name_default: If set, this environment variable will override everything
            after this.
            If multiple env variables are given, the precedence order is from
            left to right.
        justknob: If this pytorch installation supports justknobs, that will
            override defaults, but will not override the user_override precedence.
        default: This value is the lowest precedence, and will be used if nothing is
            set.

    Environment Variables:
        These are interpreted to be either "0" or "1" to represent true and false.

    Arguments:
        justknob: the name of the feature / JK. In OSS this is unused.
        default: is the value to default this knob to in OSS.
        alias: The alias config to read instead.
        env_name_force: The environment variable, or list of, to read that is a FORCE
            environment variable. I.e. it overrides everything except for alias.
        env_name_default: The environment variable, or list of, to read that changes the
            default behaviour. I.e. user overrides take preference.
    defaultNjustknobenv_name_defaultenv_name_force
value_typealiasreturnc                    t                               | j                  | _        t                               | j                  | _        | j        2| j        t          us| j        | j        | j        t          d          d S d S )Nztif alias is set, none of {default, justknob,                         env_name_default and env_name_force} can be set)	r    string_or_list_of_string_to_listr   r   r   r   _UNSET_SENTINELr   AssertionErrorselfs    M/var/www/icac/venv/lib/python3.11/site-packages/torch/utils/_config_module.py__post_init__z_Config.__post_init__O   s     ' H H!!
 !
 &FF
 
 :!O33=,(4&2$I   "!
 32    valc                     | d S t          | t                    r| gS t          | t                    st          dt	          |                      | S )Nzval is not a list, got )
isinstancestrlistr   type)r%   s    r"   r   z(_Config.string_or_list_of_string_to_listc   s\     ;4c3 	5L#t$$ 	H !F499!F!FGGG
r$   r   N)__name__
__module____qualname____doc__r   object__annotations__r   r(   r   r)   r   r   r*   r   r#   staticmethodr    r$   r"   r   r       s         $ $L ZHcDj)-d3i$&---'+NDI$+++"Jt"""E3:   ( 	49_t#		cT		 	 	 \	 	 	r$   r   r   r   r   r   r   r   r   c                     d S Nr3   r   r   r   r   r   r   s         r"   Configr7   v   s	     Cr$   c                 ,    t          | |||||          S )Nr6   )r   r6   s         r"   r7   r7      s-     -)!
 
 
 	
r$   namec                 d    t           j                            |           }|dk    rdS |dk    rdS |S N1T0Fosenvironget)r9   values     r"   _read_env_variablerC      s6    JNN4  E||t||uLr$   modulec                      G d dt                     }dt          t          z  dt          t          z  dt          ddf fdi t                     }   d	            _        | _        | _        d
 _	        d _
        dS )z
    Converts a module-level config into a `ConfigModule()`.

    See _config_typing.pyi for instructions on how to get the converted module to typecheck.
    c                   (    e Zd Z eh d          ZdS )3install_config_module.<locals>.ConfigModuleInstance>   	_is_dirty_hash_digestr1   N)r,   r-   r.   set_bypass_keysr3   r$   r"   ConfigModuleInstancerG      s$        sKKKLLr$   rL   sourcedestprefixr   Nc                 h   t          j        |           }t          | j                                                  D ]\  }}|                    d          s{t          |t          t          f          s_t          |d          r%|j
        dk    sD|j
                            d          s*t          |t                    rt          |t                    r| | }|                    |d          }t          |t                    r6t!          t          ||                    	|<   |
u rt#          
|           t          |t                    r8||j        ||_        t!          |          	|<   |
u rt#          
|           Kt          |t                    rp|j
        
j        k    rt)          d| d
j                   t+          
| d	          } ||| d	           |
u rt-          |||           ||j        |<   t)          d
| d| dt          |           d          dS )z?Walk the module structure and move everything to module._config__r-   typingzcollections.abcN)r   r   zsubconfig class z must be defined in module .zUnhandled config =z ())inspectget_annotationsr)   __dict__items
startswithr'   r   r   hasattrr-   r*   
issubclassr   rA   CONFIG_TYPES_ConfigEntrydelattrr   r,   r   SubConfigProxysetattr)rM   rN   rO   
type_hintskeyrB   r9   annotated_typeproxyconfigrD   visits            r"   rg   z$install_config_module.<locals>.visit   s    ,V44
v446677 -	X -	XJCt$$ej,%?@@ E<00	 (H44 +667HII 5
 ud++ 5
 1;5'0J0J 5 #c##D'^^C66N%.. X+EnEEE   t 6>>FC(((E7++ X!-%2B2J'5E$+E22t6>>FC(((E4(( X#v66(^5^^V_^^   'v$zzz::eUtJJJ///6>>D#u----).DM#&&$%V%V%Vu%V%VU%V%V%VWWW[-	X -	Xr$    T)ConfigModuler   r*   r`   r(   -get_assignments_with_compile_ignored_comments_config_compile_ignored_keys	__class__rH   rI   )rD   rL   compile_ignored_keysrf   rg   s   `  @@r"   install_config_modulero      s    M M M M M| M M M4XT!4X>)4X 4X 
	4X 4X 4X 4X 4X 4X 4X 4Xl ')FHPP	E&&"FN#7F +FFFr$   z@compile_ignoredc                    t          j        |           }t                      }t          j        t	          j        |                    d                    j                  }d}d}|D ]}|j        t          j	        k    rQd}|j
                                        }t          |v r,|dk    rt          dt                     ||j        d         f}h|j        t          j        k    r
|s|j
        }|j        t          j        k    rM|j
        dk    rBt          |d         v r1|d         |j        d         dz
  k    r|                    |           d}d}|dk    rt          dt                     |S )Nutf-8)rh   rh   zunconsumed r   rT      )rV   	getsourcerJ   tokenizeioBytesIOencodereadliner*   COMMENTstringstripCOMPILE_IGNORED_MARKERr   startNAMEOPadd)rD   source_codeassignmentstokenscurrent_comment	prev_nametokenmaybe_currents           r"   rj   rj      sw   #F++K%%K rz+*<*<W*E*EFFOPPFOI  :)))I!L..00M%66"h..()O7M)O)OPPP"/Q"?Z8=((  )!L	Z8;&&5<3+>+> '/!*<<<#A&%+a.1*<<<	***"(I(""C+ACCDDDr$   c                       e Zd ZU eed<   eed<   eZeed<   dZe	dz  ed<   eZ
eed<   eZeed<   dZeed	<   dZe	dz  ed
<   deddfdZdS )r^   r   r   user_overrideNr   env_value_forceenv_value_defaultFhider   rf   r   c                    |j         | _         |j        |j        nt          | j                   | _        |j        | _        |j        | _        |j        $|j        D ]}t          |          x}	|| _         n|j        $|j        D ]}t          |          x}	|| _	         n| j        9| j         2t          | j         t                    st          d| j          d          | j        ]|j        |j        S| j        t          t          t          t                   t          t                   fvrt          d| j         d          d S d S d S )Nz!justknobs only support booleans, z is not a booleanz<envvar configs only support (optional) booleans or strings, z is neither)r   r   r*   r   r   r   rC   r   r   r   r'   boolr   r(   r
   )r!   rf   r%   	env_values       r"   __init__z_ConfigEntry.__init__.  s   ~!'!2!>FDDVDV 	 \
"..  !3C!8!88IE-6D*E F  ,,  !3C!8!88IE+4D(E F
 =$)AdlD11 $WWWW   ?&#/63H3T	'   %oSWSbooo   '&  4U3Tr$   )r,   r-   r.   r   r1   r*   r   r   r   r(   r   r   r   r   r   r   r   r3   r$   r"   r^   r^     s          LLL )M3(((HcDj*OS***,s,,, D$E3:#w #4 # # # # # #r$   r^   c                   
    e Zd ZU eeef         ed<   ee         ed<   ee         ed<   eed<   e	dz  ed<   d2dZ
d	ed
eddf fdZd	edefdZd	eddfdZdedeeef         dz  fdZdedefdZdededdfdZd	edefdZ	 	 	 d3dee         dz  dee         dz  dedeeef         fdZdedefdZde	fdZdddedeeef         fdZdefd Zde	fd!Z ed"e#          deeef         fd$            Z  ed%e#          deeef         fd&            Z!d'e	eeef         z  ddfd(Z"deeef         fd)Z#deeef         fd*Z$	 	 d4d+eeeef         z  dz  d,ed-eeef         dd.fd/Z%d0eeef         defd1Z& xZ'S )5ri   rk   rK   rl   rH   NrI   r   c                 2    t          dt           d          )Nzuse z-.install_config_module(sys.modules[__name__]))NotImplementedErrorr,   r    s    r"   r   zConfigModule.__init__`  s"    !J8JJJ
 
 	
r$   r9   rB   c                 h   || j         v r$t                                          ||           d S || j        vrt	          | j         d| d          | j        |         j        #|                     | j        |         |           d S || j        |         _        d| _	        d| j        |         _
        d S )NrS    does not existTF)rK   super__setattr__rk   AttributeErrorr,   r   _set_alias_valr   rH   r   )r!   r9   rB   rm   s      r"   r   zConfigModule.__setattr__e  s    4$$$GGe,,,,,%% DM!I!ID!I!I!IJJJ\$%1T 2E:::::/4DL,!DN&+DL###r$   c                 b   	 | j         |         }|j        rt          | j         d| d          |                     |          }|t
          ur|S |j        t
          ur|j        S |j        t
          ur|j        S |j        t
          ur|j        S |j	        t          |j	        |j                  S t          |j        t          t          t          f          r%t!          j        |j                  |_        |j        S |j        S # t$          $ r }t          | j         d| d          |d }~ww xY w)NrS   r   )r9   r   )rk   r   r   r,   _get_alias_valr   r   r   r   r   r   r   r'   r)   rJ   dictcopydeepcopyKeyError)r!   r9   rf   	alias_vales        r"   __getattr__zConfigModule.__getattr__q  sQ   !	R\$'F{ O$%M%M%M%M%MNNN++F33I//  %_<<--#?::++'>>//*&FOV^TTTT
 &.4d*;<< ,'+}V^'D'D$++>! 	R 	R 	R DM!I!ID!I!I!IJJPQQ	Rs=   AD D %D :D !D 1AD =D 
D.D))D.c                 f    d| _         t          | j        |         _        d| j        |         _        d S )NT)rH   r   rk   r   r   r!   r9   s     r"   __delattr__zConfigModule.__delattr__  s/     ,;T("&Tr$   entryc                     |j         }|d S |                    dd          \  }}	 t          j        |          }n&# t          $ r}t          d| d          |d }~ww xY w||fS )NrS   rs   zconfig alias r   )r   rsplit	importlibimport_moduleImportErrorr   )r!   r   r   module_nameconstant_namerD   r   s          r"   _get_alias_module_and_namez'ConfigModule._get_alias_module_and_name  s     =4%*\\#q%9%9"]	P,[99FF 	P 	P 	P !G!G!G!GHHaO	P}$$s   ; 
AAAc                 l    |                      |          }|t          S |\  }}t          ||          }|S r5   )r   r   getattr)r!   r   datarD   r   constant_values         r"   r   zConfigModule._get_alias_val  s?    ..u55<"" $ 77r$   r%   c                 ~    |                      |          }|t          d          |\  }}t          |||           d S )Nz6alias data should not be None when setting alias value)r   r   ra   )r!   r   r%   r   rD   r   s         r"   r   zConfigModule._set_alias_val  sS    ..u55< H   !%s+++++r$   c                 .   | j         |         }|j        t          u p|j        |j        k    }|j        t          u p|j        |j        k    }|j        t          u }t          |j        t          t          t          f          r|p|j        |j        k    }|o|o|S )z
        Returns true if the config is at its default value.
        configs overridden by the env are not considered default.
        )
rk   r   r   r   r   r   r'   r)   rJ   r   )r!   r9   
config_valnot_set_env_defaultnot_set_env_forceunsets         r"   _is_defaultzConfigModule._is_default  s    
 \$'

 (O; B+z/AA 	
 &/9 @)Z-?? 	
 (O;j(4d*;<< 	LKZ59KKEB,B1BBr$   Fignored_keysignored_prefixesskip_defaultc                 
   i }| j         D ]w|r|v r	|rt          fd|D                       r'|r|                               r?| j                  j        Rt	          j        t          |                     |<   x|S )a  Export a dictionary of current configuration keys and values.

        This function is design to provide a single point which handles
        accessing config options and exporting them into a dictionary.
        This is used by a number of different user facing export methods
        which all have slightly different semantics re: how and what to
        skip.
        If a config is aliased, it skips this config.

        Arguments:
            ignored_keys are keys that should not be exported.
            ignored_prefixes are prefixes that if a key matches should
                not be exported
            skip_default does two things. One if a key has not been modified
                it skips it.
        c              3   B   K   | ]}                     |          V  d S r5   )rZ   ).0rO   rc   s     r"   	<genexpr>z)ConfigModule._get_dict.<locals>.<genexpr>  s/      MM&s~~f--MMMMMMr$   )rk   anyr   r   r   r   r   )r!   r   r   r   rf   rc   s        @r"   	_get_dictzConfigModule._get_dict  s    , "$< 
	< 
	<C | 3 3 MMMM<LMMMMM   0 0 5 5 |C &2-c(:(:;;F3KKr$   config_namec                 &    | j         |         j        S r5   )rk   r   )r!   r   s     r"   get_typezConfigModule.get_type  s    |K(33r$   c                 x    t          | dg           }t          j        |                     |          d          S )z Convert config to a pickled blob_save_config_ignorer      )protocol)r   pickledumpsr   )r!   r   s     r"   save_configzConfigModule.save_config  sA    t%:B??|NNN55
 
 
 	
r$   T)ignore_private_configsr   c                    g }|r|                     d           |                    t          | dg                      |                     |          S )z!Convert config to portable format__cache_config_ignore_prefix)r   )appendextendr   r   )r!   r   prefixess      r"   save_config_portablez!ConfigModule.save_config_portable  sV     ! 	!OOC   &CRHHIII~~x~888r$   c                 @  	
 t                      
dt          dt          dt          fddt          ddf
fddt          t           z  dt          t                   ffddt
          dt          fd		dt          f	fd
}g }| j        }|                     t          | dg           d          	                                D ]%\  }}|
                     ||||                     &
D ]}|                    dd|            d                    |          S )zConvert config to Python statements that replicate current config.
        This does NOT include config settings that are at default values.
        funcadd_dotr   c                 >    | j         }|dk    rd}|r|dk    r|dz  }|S )Nbuiltinsrh   rS   )r-   )r   r   r   s      r"   get_module_namez4ConfigModule.codegen_config.<locals>.get_module_name  s;    /Kj((  #;",,s"r$   Nc                 R     | d          }|r                     |           d S d S )NF)r   )r   r   r   importss     r"   
add_importz/ConfigModule.codegen_config.<locals>.add_import  s>    )/$66K )K((((() )r$   vc                      fd| D             S )Nc                 :    g | ]} |d            |j          S )T)r,   )r   itemr   s     r"   
<listcomp>zTConfigModule.codegen_config.<locals>.list_of_callables_to_string.<locals>.<listcomp>"  s2    RRRtT22CDMCCRRRr$   r3   )r   r   s    r"   list_of_callables_to_stringz@ConfigModule.codegen_config.<locals>.list_of_callables_to_string!  s    RRRRPQRRRRr$   c                 `    t          |           ot          | d          ot          | d          S )Nr-   r,   )callabler[   )r   s    r"   importable_callablez8ConfigModule.codegen_config.<locals>.importable_callable$  s,    A;;V71l#;#;V:@V@VVr$   c                     |          r& |           |  d| d |d           |j          S t          |t          t          f          rst	          fd|D                       rX|D ]} |            |          }t          |t                    r
|  d| d| S |  d| dd                    |           dS |  d| d|S )a  
            Return a string version of the config line.
            Handle v when v is a callable, or a list/dict of callables. Add import statements for callables if necessary.
            We assume that the value of a single config won't be a mix of callables and non-callables.

            Example output:
                import logging
                import _warnings
                torch._dynamo.config.reorderable_logging_functions = { _warnings.warn, logging.warn, print }
            rS   z = Tc              3   .   K   | ]} |          V  d S r5   r3   )r   r   r   s     r"   r   zGConfigModule.codegen_config.<locals>.get_config_line.<locals>.<genexpr>6  s@       4 4.2##D))4 4 4 4 4 4r$   z = { z, z })r,   r'   r)   rJ   alljoin)	modkr   r   v_listr   r   r   r   s	        r"   get_config_linez4ConfigModule.codegen_config.<locals>.get_config_line(  sK    #"1%% ,
1LLLLooa&>&>L
LLLAc{++ , 4 4 4 4674 4 4 1 1 ,  % %DJt$$$$44Q77a&& D!22A22&222!CCACCTYYv->->CCCC++++a+++r$   r   T)r   r   r   zimport 
)rJ   r   r   r(   r)   r   r,   r   r   rY   r   insertr   )r!   r   linesr   r   r   import_namer   r   r   r   r   s          @@@@@r"   codegen_configzConfigModule.codegen_config  s    %%	( 	T 	c 	 	 	 		)X 	)$ 	) 	) 	) 	) 	) 	) 	)
	S4#: 	S$s) 	S 	S 	S 	S 	S 	S	W3 	W4 	W 	W 	W 	W	,# 	, 	, 	, 	, 	, 	, 	, 	, 	,6 mNN '<bAAPT # 
 

%''	5 	5DAq LLa334444" 	5 	5KLL3k334444yyr$   c                 f   | j         s| j        |                     t          | j                            }t          t          |                                                    }t          j	        |
                    d          d                                          | _        d| _         | j        S )z/Hashes the configs that are not compile_ignoredNr   rq   F)usedforsecurity)rH   rI   r   r)   rl   reprsortedrY   hashlibmd5rx   digest)r!   dict_to_hashstring_to_hashs      r"   get_hashzConfigModule.get_hashM  s    > 	#T.6>>tD<V7W7W>XXL!&););)=)=">">??N '%%g..! ! !fhh  #DN  r$   z`config.to_dict()` has been deprecated. It no longer changes the underlying config. use `config.get_config_copy()` instead if you just want a copy of the config, or config.load_config if you need mutable access)categoryc                 *    |                                  S r5   get_config_copyr    s    r"   to_dictzConfigModule.to_dictX       ##%%%r$   z`config.shallow_copy_dict()` has been deprecated. It no longer changes the underlying config. use `config.get_config_copy()` instead if you just want a copy of the config, or config.load_config if you need mutable accessc                 *    |                                  S r5   r  r    s    r"   shallow_copy_dictzConfigModule.shallow_copy_dicta  r  r$   maybe_pickled_configc                     t          |t                    st          j        |          }n|}|                                D ]8\  }}|| j        v rt          | ||            ddlm}  |d| d| d           9dS )zARestore from a prior call to save_config() or shallow_copy_dict()r   )	warn_oncezkey z with value z! is not understood by this configN)	r'   r   r   loadsrY   rk   ra   torch._dynamo.utilsr
  )r!   r  rf   r   r   r
  s         r"   load_configzConfigModule.load_configj  s    .55 	*\"677FF)FLLNN 	V 	VDAqDL  a####999999	TTTTTTUUUU	V 	Vr$   c                 *    |                                  S r5   )r   r    s    r"   r  zConfigModule.get_config_copyx  s    ~~r$   c                 L    |                      t          | dg                     S )Nr   r   )r   r   r    s    r"   get_serializable_config_copyz)ConfigModule.get_serializable_config_copy{  s$    ~~749NPR+S+S~TTTr$   arg1arg2kwargsContextDecoratorc                    |c|)t          |t                    st          d          ||in&t          |t                    st          d          ||rt          d          n||t          d          t          t                    st          dt	                               i |  G fddt
                    } |            S )	a  
        Decorator and/or context manager to make temporary changes to a config.

        As a decorator:

            @config.patch("name", val)
            @config.patch(name1=val1, name2=val2)
            @config.patch({"name1": val1, "name2", val2})
            def foo(...):
                ...

        As a context manager:

            with config.patch("name", val):
                ...
        NzGfirst argument must be a string when passing 2 positional args to patchzKfirst argument must be a dict when passing a single positional arg to patchz:cannot pass both positional and keyword arguments to patchzLsecond positional argument is only valid when first argument is a key stringzexpected `dict` got c                   6    e Zd Zd fdZdfdZfdZdS )'ConfigModule.patch.<locals>.ConfigPatchr   Nc                     | _         d S r5   )changes)r!   r  s    r"   r   z0ConfigModule.patch.<locals>.ConfigPatch.__init__  s    &r$   c                     rt          d          | j        D ]}                    |          |<   | j                                        D ]\  }}                    ||           d S )Nz/prior should be empty when entering ConfigPatch)r   r  r   rY   r   )r!   rc   r   r   rf   priors       r"   	__enter__z1ConfigModule.patch.<locals>.ConfigPatch.__enter__  s     (I    < 9 9C!'!3!3C!8!8E#JJ L..00 - -DAq&&q!,,,,- -r$   c                                                      D ]\  }}                    ||                                            d S r5   )rY   r   clear)r!   exc_typeexc_valexc_tbr   r   rf   r  s         r"   __exit__z0ConfigModule.patch.<locals>.ConfigPatch.__exit__  sH    !KKMM - -DAq&&q!,,,,r$   r+   )r,   r-   r.   r   r  r"  )r  rf   r  s   r"   ConfigPatchr    st        ' ' ' ' ' '	- 	- 	- 	- 	- 	- 	-       r$   r#  )r'   r(   r   r   r*   r  )r!   r  r  r  r#  r  rf   r  s        @@@r"   patchzConfigModule.patch~  sB   . !$,, (a    ,!$-- (e    $P   G$b   '4(( 	I !GW!G!GHHH "	 	 	 	 	 	 	 	 	* 	 	 	( {}}r$   r  c                 H      j         dt          g df         f fd}|S )aV  
        A lower-overhead version of patch() for things on the critical path.

        Usage:

            # do this off the critical path
            change_fn = config.make_closure_patcher(foo=True)

            ...

            revert = change_fn()
            try:
              ...
            finally:
                revert()

        r   Nc                      fdD                                              D ]\  } }|j        |          _        dfd}|S )Nc                 ,    i | ]}||         j         S r3   )r   )r   r   rf   s     r"   
<dictcomp>zFConfigModule._make_closure_patcher.<locals>.change.<locals>.<dictcomp>  s"    AAAAQq	/AAAr$   r   c                  `                                     D ]\  } }|j        |          _        d S r5   rY   rk   r   )r   r   r  r!   s     r"   revertzBConfigModule._make_closure_patcher.<locals>.change.<locals>.revert  s9    !KKMM 6 6DAq45DLO116 6r$   r+   r*  )r   r   r+  r  r  rf   r!   s      @r"   changez2ConfigModule._make_closure_patcher.<locals>.change  ss    AAAAAAAE 2 2101Q--6 6 6 6 6 6 6 Mr$   )rk   r   )r!   r  r,  rf   s   `` @r"   _make_closure_patcherz"ConfigModule._make_closure_patcher  sM    $ 		T* 		 		 		 		 		 		 		 		 r$   r+   )NNF)NN)(r,   r-   r.   r   r(   r^   r1   rJ   r   bytesr   r0   r   r   r   r   tupler   r   r   r   r   r)   r   r*   r   r   r   r   r   r   FutureWarningr  r  r  r  r  r$  r-  __classcell__rm   s   @r"   ri   ri   T  sl         #|#$$$$c(s8###OOO$,
 
 
 


, 
,F 
,t 
, 
, 
, 
, 
, 
,"R "R "R "R "R "RH' ' ' ' ' '%!%	z3	$	&% % % %L S    ,L ,s ,t , , , ,C C C C C C4 *.-1"	# #3i$&# s)d*# 	#
 
c3h# # # #J4C 4D 4 4 4 4
U 
 
 
 
 159 9 9)-9	c3h9 9 9 9?  ?  ?  ?  ? B	!% 	! 	! 	! 	! Z	8 	  &c3h & & & & Z	8 	  &4S> & & & &VS#X0F V4 V V V V c3h        Ud38n U U U U
 -1J JDcN"T)J J sCx.	J
 
J J J JXtCH~ #        r$   ri   c                   R     e Zd ZdZddZdefdZdeegef         def fdZ	 xZ
S )	r  z[
    Same as contextlib.ContextDecorator, but with support for
    `unittest.TestCase`
    r   Nc                      t          d          NNYIr   r    s    r"   r  zContextDecorator.__enter__      !%(((r$   c                      t          d          r5  r7  )r!   r  r   r!  s       r"   r"  zContextDecorator.__exit__  r8  r$   r   c                     t          |t                    rPt          |t          j                  r6 G  fdd|          }|j        |_        |j        |_        |j        |_        |S t                      	                    |          S )Nc                   R     e Zd Zed fd            Zed fd            Z xZS ),ContextDecorator.__call__.<locals>._TestCaser   Nc                                                       	 t                                                       d S # t          $ r                     d d d             w xY wr5   )r  r   
setUpClass	Exceptionr"  clsrm   r!   s    r"   r>  z7ContextDecorator.__call__.<locals>._TestCase.setUpClass  sh    NN$$$**,,,,,$   dD$777s	    9 #Ac                     	 t                                                                           d d d            d S #                     d d d            w xY wr5   )r   tearDownClassr"  r@  s    r"   rC  z:ContextDecorator.__call__.<locals>._TestCase.tearDownClass  sV    8--///dD$77777dD$7777s	    < Ar+   )r,   r-   r.   classmethodr>  rC  r1  )rm   r!   s   @r"   	_TestCaser<    s|               8 8 8 8 8 8 8 8 8 8 8r$   rE  )
r'   r*   r\   unittestTestCaser,   r.   r-   r   __call__)r!   r   rE  rm   s   `  r"   rH  zContextDecorator.__call__  s    dD!! 	jx7H&I&I 	8 8 8 8 8 8 8D 8 8 8" "&I%)%6I"#'?I ww%%%r$   r+   )r,   r-   r.   r/   r  r	   r"  r   r   rH  r1  r2  s   @r"   r  r    s         
) ) ) ))X ) ) ) )&XseSj1 &c & & & & & & & & & &r$   r  c                   d     e Zd ZdZdededdf fdZdededdfd	Zdedefd
Z	deddfdZ
 xZS )r`   zn
    Shim to redirect to main config.
    `config.triton.cudagraphs` maps to _config["triton.cudagraphs"]
    rf   rO   r   Nc                     t                                          d|           t                                          d|           d S )Nrk   _prefix)r   r   )r!   rf   rO   rm   s      r"   r   zSubConfigProxy.__init__  s=    Iv...Iv.....r$   r9   rB   c                 H    | j                             | j        |z   |          S r5   )rk   r   rK  )r!   r9   rB   s      r"   r   zSubConfigProxy.__setattr__   s!    |''t(;UCCCr$   c                 F    | j                             | j        |z             S r5   )rk   r   rK  r   s     r"   r   zSubConfigProxy.__getattr__#      |''t(;<<<r$   c                 F    | j                             | j        |z             S r5   )rk   r   rK  r   s     r"   r   zSubConfigProxy.__delattr__&  rN  r$   )r,   r-   r.   r/   r0   r(   r   r   r   r   r   r1  r2  s   @r"   r`   r`     s         
/v /s /t / / / / / /
D DF Dt D D D D= = = = = == = = = = = = = = =r$   r`   objrB   c                     t          | t                    r|                     ||          S t          j                            | ||          S )z@
    Workaround `mock.patch.object` issue with ConfigModule
    )r'   ri   r$  r   r0   )rP  r9   rB   s      r"   patch_objectrR  *  sD     #|$$ &yyu%%%:S$...r$   c                 d    t           j                            |           }|dk    rdS |dk    rdS |S r;   r>   )r9   r   rB   s      r"   get_tristate_envrT  3  s6    JNN4  E||t||uNr$   r5   )6
contextlibr   r   r   rV   rv   r?   r   ru   rF  collections.abcr   dataclassesr   typesr   r   rR   r   r   r	   r
   r   r   typing_extensionsr   r   torch._utils_internalr   intfloatr   r*   r(   r)   rJ   r/  r   r]   r   r0   r   r   r7   rC   ro   r}   rj   r^   ri   r  r`   rR  rT  r3   r$   r"   <module>r]     s              				 				    $ $ $ $ $ $ ! ! ! ! ! ! * * * * * * * * K K K K K K K K K K K K K K K K ( ( ( ( ( (       1 1 1 1 1 1 UD$$t**c4eTJ GCsU{T)D036=CeKdRSSS &(( 4L L L L Lgaj L L Lf  
 .#3715"&  V* S	/D0 d3i$.	
 4K Tz 
     .#3715"& 
 
V
*
 S	/D0
 d3i$.	

 4K
 Tz
 

 
 
 
$S TCZ$%6    J* J J J J JZ , "* "S " " " "J > > > > > > > >BU U U U U: U U Up&& && && && &&z2 && && &&R= = = = = = = =*/f /C / /6 / / / / 3  t      r$   