.`i RdZddlZddlZddlZddlmZmZddlmZm Z m Z ddl m Z m Z ddlmZddlmZeeZedZe d Ze d ed e f Zd edefdZdeedfdeedffdZ d#dedeegefzdedzdeegeffdZddddedeegefzdedzdeegeffdZedddded efdedededef d Zdddded efd!eeefdzdedede ee ff d"Z!dS)$zh Contains helpers that are applied to functions. This is similar in concept to the `functools` module. N)CallableMapping) lru_cachepartialwraps)AnyTypeVar) ParamSpec) init_loggerPTF.)boundvaluereturnc |S)z!Returns the first provided value.)rkwargss i/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/vllm/utils/func_utils.pyidentityrs Lfcdtjdtjddffd d_t j_S)NargsrrcjrdSj5jsd_|i|cdddS ddddS#1swxYwYdS)NT)has_runlock)rrrwrappers rrzrun_once..wrapper"s ?  F \ * *? *"&q$)&)) * * * * * * * * * * * * * * * * * * * * * * * * * * *sAA AF)r rrr threadingLockr)rrs`@rrun_oncer!!s]*qv**d*******GO>##GL NrT start_index is_deprecatedadditional_messagectsttdtdtffd }|S)Nfnrctjj}tjjtjjffd|Dtfd}|S)Nc,g|]\}}|jv|Sr)kind).0kwparam pos_typess r z3deprecate_args..wrapper..>s)QQQ)"ey9P9P29P9P9PrcrLt|}|r3d|d}|dz }tjt|d|i|S)NzThe positional arguments 7 are deprecated and will be removed in a future update.  stacklevel)lenwarningswarnDeprecationWarning) rrdeprecated_argsmsgr$r&r#pos_kwsr"s rinnerz.deprecate_args..wrapper..inner@s} ")+D *A"B" MOMMM*57#5777M*3//#$ 2t&v&& &r)inspect signature parameters ParameterPOSITIONAL_ONLYPOSITIONAL_OR_KEYWORDitemsr)r&paramsr<r;r-r$r#r"s` @@rrzdeprecate_args..wrapper8s"2&&1   -   3 RQQQv||~~QQQ r ' ' ' ' ' ' ' '  '$ r)callablerrr)r"r#r$rs``` rdeprecate_argsrF0sc M " "9-88 A!: Nr)r#r$kwsct|tsttdtdtffd }|S)Nr&rcDtfd}|S)NcrL|z}|r3d|d}|dz }tjt|d|i|S)NzThe keyword arguments r0r1r2r3)keysr6r7r8)rrdeprecated_kwargsr:r$deprecated_kwsr&r#s rr<z0deprecate_kwargs..wrapper..innercs} $*KKMMN$B!$ M1BMMM*57#5777M*3//#$ 2t&v&& &r)r)r&r<r$rMr#s` rrz!deprecate_kwargs..wrapperbsC r ' ' ' ' ' ' '  '$ r)setrErrr)r#r$rGrrMs`` @rdeprecate_kwargsrOXsn XXN M " "9-88 A!, NrFrequires_kw_onlyallow_var_kwargsrEkw_namerQrRctj|j}|sdS||}t tjjtjjtjjf}|rK|j |v}|r|r|j tjjkrdS|r|j tjjks|s|rdS|rG|tt|}|j tjj ko |j |kSdS)zCheck if a keyword is a valid kwarg for a callable; if requires_kw_only disallows kwargs names that can also be positional arguments. FT)r=r>r?getrNr@rArB KEYWORD_ONLYr)nextreversed VAR_KEYWORDname) rErSrQrRrD param_valpassable_kw_types is_sig_param last_params r supports_kwr_{s. x ( ( 3F u 7##I   -   3   *   ~)::    '"3"@@@5  73D3Q!Q!Q "R%1"R4 D&!1!1223 Ow0< < +7* 5r overridesc |siSfd|D}||z }|r9rtd|ntd||S)a Given a callable which has one or more keyword only params and a dict mapping param names to values, drop values that can be not be kwarg expanded to overwrite one or more keyword-only args. This is used in a few places to handle custom processor overrides for multimodal models, e.g., for profiling when processor options provided by the user may affect the number of mm tokens per instance. Args: callable: Callable which takes 0 or more keyword only arguments. If None is provided, all overrides names are allowed. overrides: Potential overrides to be used when invoking the callable. allow_var_kwargs: Allows overrides that are expandable for var kwargs. Returns: Dictionary containing the kwargs to be leveraged which may be used to overwrite one or more keyword only arguments when invoking the callable. cBi|]\}}t|||S)rP)r_)r* kwarg_namevalrRrErQs r z4get_allowed_kwarg_only_overrides..sP    J   --     C   rzRThe following intended overrides are not keyword-only args and will be dropped: %szMThe following intended overrides are not keyword args and will be dropped: %s)rCrKloggerwarning)rEr`rQrRfiltered_overrides dropped_keyss` `` r get_allowed_kwarg_only_overridesrjs4        (00   >>##&8&=&=&?&??L    NN*     NN*    r)TN)"__doc__r=rr6collections.abcrr functoolsrrrtypingrr typing_extensionsr vllm.loggerr __name__rfr r rrr!intboolstrrFrOobjectr_dictrjrrrrws --------//////////''''''###### X  IcNN GCLL GCxS)***AA D! hq$w&7    "04%)%%%(2t8,,%d %qc1f %%%%T04%)     (2t8,, d  qc1f    F #! 333sF{#3 3 3  3  333 3t"" :::sF{#:sF{#d*: :  :  #s(^ ::::::r