ó
    lQj!»  ã                  óè  • % S r SSKJr  SSKrSSKrSSKrSSKrSSKrSSKrSSK	r
SSKJrJr  SSKJrJr  SSKJrJrJrJrJr  SSKJr  SSKJrJrJr  SS	KJrJr  SSKJ s  J!r!  SS
K"J#r$  SSK"J%r%  SSK&J'r'J(r(  SSK)J*r*J+r+J,r,J-r-J.r.  SSK/J0r0  \Rb                  " \25      r3 " S S\5      r4 " S S\SS9r5 " S S\SS9r6 " S S\SS9r7\8" SS15      r9S\:S'   S?S jr;Sr<\Rz                  " \< S35      r>\>R                  S 5      r@\Rz                  " \< S!35      rA\Rz                  " \< S"35      rB\Rz                  " \< S#35      rC\Rz                  " \< S$35      rD\Rz                  " S%5      rE\" S\F" 5       5      rG\R�                  " 5       rI\R”                  \\\7         " S&SS'9rK\R”                  \\L      " S(SS'9rM\" S\F" 5       5      rNS) rOS*rPS@S+ jrQ\N\N\N\N\N4         SAS- jjrR    SBS. jrS " S/ S0\$R¨                  5      rU " S1 S25      rV\R®                  " S3S49SCS5 j5       rXSDS6 jrYSES7 jrZ    SFS8 jr[SGS9 jr\\!Rº                  q^S,\:S:'   S0S0/r_      SHS; jr` " S< S=\5      ra    SIS> jrbg)JzSchemas for the LangSmith API.é    )ÚannotationsN)ÚMappingÚSequence)ÚdatetimeÚtimezone)ÚAnyÚ
NamedTupleÚOptionalÚUnionÚcast)ÚUUID)Ú
ConfigDictÚFieldÚmodel_validator)ÚNotRequiredÚ	TypedDict)Úschemas)Úutils)Úuuid7Úuuid7_deterministic)ÚID_TYPEÚ
RUN_TYPE_TÚClientÚ_dumps_jsonÚ_ensure_uuid)Úuuid7_from_datetimec                  ó$   • \ rS rSr% SrS\S'   Srg)Ú
ApiKeyAuthé   z*API key authentication for write replicas.ÚstrÚapi_key© N©Ú__name__Ú
__module__Ú__qualname__Ú__firstlineno__Ú__doc__Ú__annotations__Ú__static_attributes__r"   ó    ÚP/home/mande/repo/quber/.venv/lib/python3.13/site-packages/langsmith/run_trees.pyr   r      s
   ‡ Ù4à†Lr+   r   c                  ó.   • \ rS rSr% SrS\S'   S\S'   Srg)	ÚServiceAuthé$   z9Service-to-service JWT authentication for write replicas.r    Úservice_keyúNotRequired[str]Ú	tenant_idr"   Nr#   r"   r+   r,   r.   r.   $   s   ‡ ÙCàÓØÖr+   r.   F)Útotalc                  óL   • \ rS rSr% SrS\S'   S\S'   S\S'   S\S'   S\S'   S	rg
)ÚAuthHeadersé+   z1Custom authentication headers for write replicas.r    r!   r0   r2   ÚauthorizationÚcookier"   Nr#   r"   r+   r,   r5   r5   +   s    ‡ Ù;àƒLØÓØƒNØÓØ†Kr+   r5   c                  óV   • \ rS rSr% SrS\S'   S\S'   S\S'   S\S	'   S
\S'   S\S'   Srg)ÚWriteReplicaé5   z+Configuration for a write replica endpoint.úOptional[str]Úapi_urlr1   r!   r5   ÚauthÚproject_nameúOptional[dict]ÚupdatesúOptional[Client]Úclientr"   Nr#   r"   r+   r,   r:   r:   5   s.   ‡ Ù5àÓØÓØ
ÓØÓØÓØÓò
r+   r:   r?   rA   zfrozenset[str]Ú_HEADER_SAFE_REPLICA_FIELDSc           	     óŒ   • [        [        U R                  5        VVs0 s H  u  pU[        ;   d  M  X_M     snn5      $ s  snnf ©N)r   r:   ÚitemsrD   )ÚreplicaÚkÚvs      r,   Ú_filter_replica_for_headersrK   N   s;   € ÜÜØ!Ÿ-™-œ/ÔNš/‘$�!¨QÔ2MÑ-M‹ˆŠ™/ÒNóð ùãNs
   žA ²A z
langsmith-Útraceúutf-8ÚmetadataÚtagsÚprojectÚreplicasÚ__omit_auto_outputsÚ	_REPLICAS©ÚdefaultÚ_DISTRIBUTED_PARENT_IDc                óæ   • [        U [        5      (       a  U $ [        U [        5      (       d;  [        U S5      (       a*  [	        U R
                  5      (       a  U R                  5       $ [        U 5      $ )NÚ
model_dump)Ú
isinstanceÚdictÚtypeÚhasattrÚcallablerX   )Úvalues    r,   Ú_coerce_to_dictr_   l   sX   € Ü�%œ×ÑØˆä�uœd×#Ñ#Ü�E˜<×(Ñ(Ü�U×%Ñ%×&Ñ&à×ÑÓ!Ð!Ü�‹;Ðr+   r/   c                 ó–   • [         c'  [           [         c  [        S0 U D6q S S S 5        [         $ [         $ ! , (       d  f       [         $ = f)Nr"   )Ú_CLIENTÚ_LOCKr   )Úinit_kwargss    r,   Úget_cached_clientrd   |   s;   € ä�ÞÜ‰Ü Ñ/ ;Ñ/�÷ ô €NŒ7€N÷ ŒUô €Nús	   Ž5µ
ArB   c                óò  • [            U [        La  U qU[        La*  [        R                  R                  U5        U[        l        U[        La*  [        R                  R                  U5        U[        l        U[        La*  [        R                  R                  U5        U[        l
        U[        La*  [        R                  R                  U5        U[        l        SSS5        g! , (       d  f       g= f)a/	  Configure global LangSmith tracing context.

This function allows you to set global configuration options for LangSmith
tracing that will be applied to all subsequent traced operations. It modifies
context variables that control tracing behavior across your application.

Do this once at startup to configure the global settings in code.

If, instead, you wish to only configure tracing for a single invocation,
use the `tracing_context` context manager instead.

Args:
    client: A LangSmith Client instance to use for all tracing operations.

        If provided, this client will be used instead of creating new clients.

        Pass `None` to explicitly clear the global client.
    enabled: Whether tracing is enabled.

        Can be:

        - `True`: Enable tracing and send data to LangSmith
        - `False`: Disable tracing completely
        - `'local'`: Enable tracing but only store data locally
        - `None`: Clear the setting (falls back to environment variables)
    project_name: The LangSmith project name where traces will be sent.

        This determines which project dashboard will display your traces.

        Pass `None` to explicitly clear the project name.
    tags: A list of tags to be applied to all traced runs.

        Tags are useful for filtering and organizing runs in the LangSmith UI.

        Pass `None` to explicitly clear all global tags.
    metadata: A dictionary of metadata to attach to all traced runs.

        Metadata can store any additional context about your runs.

        Pass `None` to explicitly clear all global metadata.

Examples:
    Basic configuration:
    >>> import langsmith as ls
    >>> # Enable tracing with a specific project
    >>> ls.configure(enabled=True, project_name="my-project")

    Set global trace masking:
    >>> def hide_keys(data):
    ...     if not data:
    ...         return {}
    ...     return {k: v for k, v in data.items() if k not in ["key1", "key2"]}
    >>> ls.configure(
    ...     client=ls.Client(
    ...         hide_inputs=hide_keys,
    ...         hide_outputs=hide_keys,
    ...     )
    ... )

    Adding global tags and metadata:
    >>> ls.configure(
    ...     tags=["production", "v1.0"],
    ...     metadata={"environment": "prod", "version": "1.0.0"},
    ... )

    Disabling tracing:
    >>> ls.configure(enabled=False)
N)rb   Ú	_SENTINELra   Ú_contextÚ_TRACING_ENABLEDÚsetÚ_GLOBAL_TRACING_ENABLEDÚ_PROJECT_NAMEÚ_GLOBAL_PROJECT_NAMEÚ_TAGSÚ_GLOBAL_TAGSÚ	_METADATAÚ_GLOBAL_METADATA)rC   Úenabledr?   rO   rN   s        r,   Ú	configurerr   …   s­   € öX 
ØœÒ"ØˆGØœ)Ò#Ü×%Ñ%×)Ñ)¨'Ô2Ø/6ŒHÔ,ØœyÒ(Ü×"Ñ"×&Ñ& |Ô4Ø,8ŒHÔ)Ø”yÒ Ü�N‰N×Ñ˜tÔ$Ø$(ŒHÔ!Øœ9Ò$Ü×Ñ×"Ñ" 8Ô,Ø(0ŒHÔ%÷ 
�Žús   ‡CC(Ã(
C6c                óp   • 1 Skn[        U R                  5       5      U-
  nU(       a  [        SU 35      eU $ )z2Validate that the dict only contains allowed keys.>
   Ú
input_costÚ
total_costÚoutput_costÚinput_tokensÚtotal_tokensÚoutput_tokensÚinput_cost_detailsÚinput_token_detailsÚoutput_cost_detailsÚoutput_token_detailsz#Unexpected keys in usage metadata: )ri   ÚkeysÚ
ValueError)ÚdataÚallowed_keysÚ
extra_keyss      r,   Ú!validate_extracted_usage_metadatarƒ   â   s;   € ò€Lô �T—Y‘Y“[Ó! LÑ0€JÞÜÐ>¸z¸lÐKÓLÐLØ€Kr+   c                  ó  ^ • \ rS rSr% SrS\S'   \" \S9rS\S'   \" SS	9r	S\S
'   \" S S9r
S\S'   \" SSS9rS\S'   \" SSS9rS\S'   \" \SS9rS\S'   \" S SS9rS\S'   \" SSS9rS\S'   \" \S9rS \S!'   \" \S9rS"\S#'   \" \S9rS$\S%'    \" SSS9rS&\S''   \" S(S)S*9rS\S+'   \" S(S,S*9rS\S-'   \" S.S/S*9rS0\S1'   \" SS2S*9rS3\S4'   \" SSS5S69r\" S7S89SYS9 j5       r\" S:S89SZS; j5       r\S[S< j5       r \S\S= j5       r!\"RF                  S]S> j5       r$U 4S? jr%\&\&\&\&\&S@.           S^SA jjr'S_SB jr(S`SC jr)SaSD jr*SbSE jr+    ScSF jr,SSSSSSG.           SdSH jjr- SeSSSSSSSSSSSSI.                           SfSJ jjjr.SK r/SgSL jr0 Sh     SiSM jjr1SjSkSN jjr2S.SO.SlSP jjr3SmSQ jr4SnSR jr5\6      SoSS j5       r7\6      SpST j5       r8\6      SqSU j5       r9SrSV jr:SW r;SXr<U =r=$ )sÚRunTreeéù   z1Run Schema with back-references for posting runs.r    Úname)Údefault_factoryr   ÚidÚchainrT   Úrun_typec                 óJ   • [         R                  " [        R                  5      $ rF   )r   Únowr   Úutcr"   r+   r,   Ú<lambda>ÚRunTree.<lambda>ÿ   s   € ¼¿ºÄhÇlÁlÔ9Sr+   r   Ú
start_timeNT)rU   ÚexcludeúOptional[RunTree]Ú
parent_runr<   Úparent_dotted_order)rˆ   r’   zlist[RunTree]Ú
child_runsc                 ó>   • [         R                  " 5       =(       d    S$ )NrU   )r   Úget_tracer_projectr"   r+   r,   r�   r�     s   € ¤× 8Ò 8Ó :× G¸iÐ Gr+   r?   )rˆ   ÚaliasÚsession_nameÚ
project_id)rU   r™   úOptional[UUID]Ú
session_idrZ   ÚextraúOptional[list[str]]rO   z
list[dict]ÚeventszOptional[Any]Ú	ls_clientÚ z!The order of the run in the tree.)rU   ÚdescriptionÚdotted_orderzThe trace id of the run.Útrace_idFz3Whether to allow filesystem access for attachments.úOptional[bool]Údangerously_allow_filesystemz8Projects to replicate this run to with optional updates.ú Optional[Sequence[WriteReplica]]rQ   Úignore)Úarbitrary_types_allowedÚpopulate_by_namerž   Úbefore)Úmodec                óÂ  • UR                  S5      c>  UR                  S5      b,  SUS   ;   a  US   S   US'   OSUS   ;   a  US   S   S   US'   UR                  S5      c  SUS'   SU;   a  UR                  S5      US'   OS	U;   a  UR                  S	5      US'   UR                  S5      (       d  SUS'   UR                  S
S5      nUb  UR                  US'   UR                  US'   SU;  aT  SU;   a  US   b  [	        US   5      US'   O6[
        R                  " [        R                  5      nX1S'   [	        U5      US'   SU;  a  Ub  UR                  US'   OUS   US'   [        [        UR                  S0 5      5        UR                  S5      c  / US'   UR                  S5      c  / US'   UR                  S5      c  0 US'   S H=  nUR                  U5      nUc  M  [        U[        5      (       a  M0  [        U5      X'   M?     UR                  S5      c  0 US'   UR                  S5      c  [        R                  5       US'   [!        US   5      US'   U$ )zAssign name to the run.r‡   NÚ
serializedr‰   éÿÿÿÿÚUnnamedrC   r¡   Ú_clientr”   Úparent_run_idr•   r‘   r¥   rž   r    rO   Úoutputs)Úinputsr´   ÚattachmentsrQ   )ÚgetÚpopr‰   r¤   r   r   r�   r   rŽ   r¥   r   rZ   Ú
setdefaultrY   r_   rS   Ú_ensure_write_replicas)ÚclsÚvaluesr”   r�   Ú_keyÚ_vals         r,   Úinfer_defaultsÚRunTree.infer_defaults$  sm  € ð �:‰:�fÓÑ%¨&¯*©*°\Ó*BÑ*NØ˜ Ñ-Ó-Ø!'¨Ñ!5°fÑ!=��v’Ø˜ Ñ-Ó-Ø!'¨Ñ!5°dÑ!;¸BÑ!?��v‘Ø�:‰:�fÓÑ%Ø&ˆF�6‰NØ�vÓØ"(§*¡*¨XÓ"6ˆF�;ÒØ˜&Ó Ø"(§*¡*¨YÓ"7ˆF�;ÑØ�z‰z˜+×&Ñ&Ø"&ˆF�;ÑØ—Z‘Z ¨dÓ3ˆ
ØÑ!Ø&0§m¡mˆF�?Ñ#Ø,6×,CÑ,CˆFÐ(Ñ)Ø�vÓà˜vÓ%¨&°Ñ*>Ñ*JÜ2°6¸,Ñ3GÓH��t’ä—l’l¤8§<¡<Ó0�Ø'*�|Ñ$Ü2°3Ó7��t‘Ø˜VÓ#ØÑ%Ø%/×%8Ñ%8��zÒ"à%+¨D¡\��zÑ"ÜŒT�6×$Ñ$ W¨bÓ1Ô2Ø�:‰:�hÓÑ'Ø!ˆF�8ÑØ�:‰:�fÓÑ%ØˆF�6‰NØ�:‰:�iÓ Ñ(Ø "ˆF�9ÑÛ)ˆDØ—:‘:˜dÓ#ˆDØÓ¬
°4¼×(>Ó(>Ü.¨tÓ4�“ñ *ð �:‰:�mÓ$Ñ,Ø$&ˆF�=Ñ!Ø�:‰:�jÓ!Ñ)Ü!*§¡£ˆF�:ÑÜ3°F¸:Ñ4FÓGˆˆzÑØˆr+   Úafterc                óâ   • U R                   nU(       a  UR                  5       (       a  U $ [        U R                  U R                  5      nU R
                  nUb  US-   U-   U l         U $ Xl         U $ )z#Ensure the dotted order of the run.Ú.)r¤   ÚstripÚ_create_current_dotted_orderr‘   r‰   r•   )ÚselfÚcurrent_dotted_orderr•   s      r,   Úensure_dotted_orderÚRunTree.ensure_dotted_orderW  su   € ð  $×0Ñ0ÐÞÐ$8×$>Ñ$>×$@Ñ$@ØˆKÜ;¸D¿O¹OÈTÏWÉWÓUÐØ"×6Ñ6ÐØÑ*Ø 3°cÑ 9Ð<PÑ PˆDÔð ˆð !5ÔØˆr+   c                óR   • U R                   c  [        5       U l         U R                   $ )zReturn the client.)r¡   rd   ©rÆ   s    r,   rC   ÚRunTree.cliente  s"   € ð
 �>‰>Ñ!Ü.Ó0ˆDŒNØ�~‰~Ðr+   c                ó   • U R                   $ rF   )r¡   rË   s    r,   r²   ÚRunTree._clientn  s   € ð �~‰~Ðr+   c                ór   • [        U R                  5      S   S   nUR                  [        R                  S9$ )z.Return the start time of the trace (root run).r   )Útzinfo)Ú_parse_dotted_orderr¤   Úreplacer   rŽ   )rÆ   Údts     r,   Útrace_start_timeÚRunTree.trace_start_times  s3   € ô ! ×!2Ñ!2Ó3°AÑ6°qÑ9ˆØ�z‰z¤§¡ˆzÐ.Ð.r+   c                ó<   >• US:X  a  X l         g[        TU ]	  X5      $ )zSet the `_client` specially.r²   N)r¡   ÚsuperÚ__setattr__)rÆ   r‡   r^   Ú	__class__s      €r,   rØ   ÚRunTree.__setattr__y  s"   ø€ ð �9ÓØ"�Nä‘7Ñ& tÓ3Ð3r+   )rµ   r´   rO   rN   Úusage_metadatac               óè  • U[         La  [        U5      U l        U[         La4  U R                  R	                  S0 5      R                  U=(       d    0 5        U[         La*  SU R                  S'   Uc  0 U l        O[        U5      U l        U[         La.  SU R                  [        '   Uc  0 U l	        O[        U5      U l	        U[         La)  [        U5      U R                  R	                  S0 5      S'   gg)a%  Set the inputs, outputs, tags, and metadata of the run.

If performed, this will override the default behavior of the
end() method to ignore new outputs (that would otherwise be added)
by the @traceable decorator.

If your LangChain or LangGraph versions are sufficiently up-to-date,
this will also override the default behavior of `LangChainTracer`.

Args:
    inputs: The inputs to set.
    outputs: The outputs to set.
    tags: The tags to set.
    metadata: The metadata to set.
    usage_metadata: Usage information to set.

Returns:
    None
rN   FÚinputs_is_truthyNTrÛ   )ÚNOT_PROVIDEDÚlistrO   rž   r¹   Úupdaterµ   r_   ÚOVERRIDE_OUTPUTSr´   rƒ   )rÆ   rµ   r´   rO   rN   rÛ   s         r,   ri   ÚRunTree.set�  sÓ   € ð8 ”|Ò#Ü˜T›
ˆDŒIØœ<Ò'Ø�J‰J×!Ñ! *¨bÓ1×8Ñ8¸¿ÀRÔHØœÒ%ð .3ˆD�J‰JÐ)Ñ*Ø‰~Ø �•ä-¨fÓ5�”Øœ,Ò&Ø+/ˆD�J‰JÔ'Ñ(Ø‰Ø!�•ä.¨wÓ7�”Ø¤Ò-ä1°.ÓAð �J‰J×!Ñ! *¨bÓ1Ð2BÒCð .r+   c                ó’   • [        U[        5      (       a  U/nU R                  c  / U l        U R                  R                  U5        g)zAdd tags to the run.N)rY   r    rO   Úextend)rÆ   rO   s     r,   Úadd_tagsÚRunTree.add_tags´  s9   € ä�dœC× Ñ Ø�6ˆDØ�9‰9ÑØˆDŒIØ�	‰	×Ñ˜Õr+   c                ó¢   • U R                   c  0 U l         [        [        U R                   5      R                  S0 5      nUR	                  U5        g)zAdd metadata to the run.NrN   )rž   r   rZ   r¹   rà   )rÆ   rN   Ú	metadata_s      r,   Úadd_metadataÚRunTree.add_metadata¼  s>   € à�:‰:ÑØˆDŒJÜœt T§Z¡ZÓ0×;Ñ;¸JÈÓKˆ	Ø×Ñ˜Õ"r+   c                ób   • U R                   c  0 U l         U R                   R                  U5        g)zlUpsert the given outputs into the run.

Args:
    outputs: A dictionary containing the outputs to be added.
N)r´   rà   )rÆ   r´   s     r,   Úadd_outputsÚRunTree.add_outputsÃ  s'   € ð �<‰<ÑØˆDŒLØ�‰×Ñ˜GÕ$r+   c                ó€   • U R                   c  0 U l         U R                   R                  U5        SU R                  S'   g)ziUpsert the given inputs into the run.

Args:
    inputs: A dictionary containing the inputs to be added.
NFrÝ   )rµ   rà   rž   )rÆ   rµ   s     r,   Ú
add_inputsÚRunTree.add_inputsÍ  s8   € ð �;‰;ÑØˆDŒKØ�‰×Ñ˜6Ô"ð */ˆ�
‰
Ð%Ò&r+   c                óŽ  • U R                   c  / U l         [        U[        5      (       a  U R                   R                  U5        g[        U[        5      (       aP  U R                   R                  S[
        R                  " [        R                  5      R                  5       US.5        gU R                   R                  U5        g)zÓAdd an event to the list of events.

Args:
    events: The event(s) to be added. It can be a single event, a sequence
        of events, a sequence of dictionaries, a dictionary, or a string.

Returns:
    None
NÚevent©r‡   ÚtimeÚmessage)r    rY   rZ   Úappendr    r   r�   r   rŽ   Ú	isoformaträ   )rÆ   r    s     r,   Ú	add_eventÚRunTree.add_eventÚ  s‹   € ð& �;‰;ÑØˆDŒKÜ�fœd×#Ñ#Ø�K‰K×Ñ˜vÕ&Ü˜¤×$Ñ$Ø�K‰K×Ñà#Ü$ŸLšL¬¯©Ó6×@Ñ@ÓBØ%ñõð �K‰K×Ñ˜vÕ&r+   )r´   ÚerrorÚend_timer    rN   c               ó–  • U=(       d$    [         R                  " [        R                  5      U l        U R
                  R                  [        5      (       dA  Ub>  [        U5      nU R                  (       d  X`l	        OU R                  R                  U5        Ub  X l        Ub  U R                  U5        Ub  U R                  U5        gg)z/Set the end time of the run and all child runs.N)r   r�   r   rŽ   rû   rž   r·   rá   r_   r´   rà   rú   rø   ré   )rÆ   r´   rú   rû   r    rN   Údict_outputss          r,   ÚendÚRunTree.endü  s—   € ð !×>¤H§L¢L´·±Ó$>ˆŒð �z‰z�~‰~Ô.×/Ñ/ØÑ"Ü.¨wÓ7�Ø—|—|Ø#/•Là—L‘L×'Ñ'¨Ô5ØÑØŒJØÑØ�N‰N˜6Ô"ØÑØ×Ñ˜hÕ'ð  r+   )Úrun_idr¯   rµ   r´   rú   Úreference_example_idr‘   rû   rO   rž   r¶   c               óJ  • U	bg  U R                   bZ  X�R                   :  a6  [        R                  SU SU	 SU R                    SU R                   S3	5        [	        X�R                   5      n	U=(       d    SU0nU(       a4  [        U5      nUR                  S5      =(       d    0 R                  5       nO0 n0 nU R                  =(       d    0 R                  S5      =(       d    0 n0 UEUEUS'   [        S0 SU_S[        U5      _S	U_S
U=(       d    0 _SU=(       d    0 _SU_SU_SU_SU	=(       d$    [        R                  " [        R                  5      _SU
_SU_SU _SU R                  _SU R                   _SU R"                  _SU_SU=(       d    0 _SU R$                  _6nU$ )z Add a child run to the run tree.zAdjusting child run 'z' start_time from z to z- to maintain timestamp ordering with parent 'Ú'r‡   rN   r‰   r¯   rµ   r´   rú   r‹   r  r‘   rû   rž   r”   r?   rQ   r¡   rO   r¶   r§   r"   )r‘   ÚloggerÚdebugr‡   ÚmaxrZ   r·   Úcopyrž   r…   r   r   r�   r   rŽ   rš   rQ   r¡   r§   )rÆ   r‡   r‹   r   r¯   rµ   r´   rú   r  r‘   rû   rO   rž   r¶   Úserialized_Úchild_extraÚ
child_metaÚparent_metaÚruns                      r,   Úcreate_childÚRunTree.create_child  sÛ  € ð( Ñ! d§o¡oÑ&AØŸO™OÓ+Ü—‘Ø+¨D¨6Ð1CÀJÀ<ð PØŸ/™/Ð*ð +Ø#Ÿy™y˜k¨ð,ôô
 ˜Z¯©Ó9ˆJà ×2 V¨T NˆÞÜ˜u›+ˆKØŸ)™) JÓ/×5°2×;Ñ;Ó=‰JàˆKØˆJØ—z‘z×' R×,Ñ,¨ZÓ8×>¸BˆØ"? [Ð"?°JÐ"?ˆ�JÑÜò 
Ùð
ä˜FÔ#ð
ñ #ð
ð —<˜Røð	
ð
 —M˜røð
ñ ð
ñ ð
ñ "6ð
ð "×?¤X§\¢\´(·,±,Ó%?øð
ñ ð
ñ ð
ñ ð
ð ×*Ò*ð
ð —]’]ð
ð —n’nð
ñ  ð!
ð" $×) røð#
ð$ *.×)JÒ)Jð%
ˆð* ˆ
r+   c                óv  • U R                  1 SkSS9nU R                  bo  0 nUR                  S0 5      nU R                  R                  5        H.  u  pE[	        U[
        R                  5      (       a  XSU'   M*  XRU'   M0     X!S'   U(       a  X1S'   U R                  b  U R                  R                  5       US'   U$ )N>   rµ   r´   r–   T)r’   Úexclude_noner¶   rµ   r´   )	rX   rµ   r·   rG   rY   Ú
ls_schemasÚ
Attachmentr´   r  )rÆ   Ú	self_dictÚinputs_r¶   rI   rJ   s         r,   Ú_get_dicts_safeÚRunTree._get_dicts_safeT  s±   € à—O‘OÚ7Àdð $ð 
ˆ	ð �;‰;Ñ"àˆGØ#Ÿ-™-¨°rÓ:ˆKØŸ™×)Ñ)Ö+‘�Ü˜a¤×!6Ñ!6×7Ñ7Ø%& “Nà!"˜A“Jñ	 ,ð
 #*�hÑÞØ+6˜-Ñ(Ø�<‰<Ñ#à#'§<¡<×#4Ñ#4Ó#6ˆI�iÑ ØÐr+   c                óÂ  • UR                  S5      =n(       a–  UR                  S5      nSn[        U5      n[        U5       H"  u  pgU[        * S n[        U5      U:X  d  M   Un  O   UbD  XES-   S n	SR                  U	5      US'   U	(       a  [        U	S   [        * S 5      US'   OUS   US'   [        UR                  S5      5      U:X  a  UR                  SS5        gg)	zÊSlice the parent id from dotted order.

Additionally check if the current run is a child of the parent. If so, update
the parent_run_id to None, and set the trace id to the new root id after
parent_id.
r¤   rÃ   Né   r   r¥   r‰   r³   )r·   Úsplitr    Ú	enumerateÚTIMESTAMP_LENGTHÚjoinr   r¸   )
rÆ   Ú	parent_idÚrun_dictr¤   ÚsegsÚ	start_idxÚidxÚpartÚseg_idÚtrimmed_segss
             r,   Ú_slice_parent_idÚRunTree._slice_parent_idj  sí   € ð $Ÿ<™<¨Ó7Ð7ˆ<Õ7Ø×%Ñ% cÓ*ˆDØˆIÜ˜I›ˆIä& tž_‘	�ØÔ/Ð/Ð0Ð1�Ü�v“; )Õ+Ø #�IÙñ	 -ð
 Ñ$à#°¡M OÐ4�à+.¯8©8°LÓ+A�˜Ñ(ÞÜ+/°¸Q±ÔAQÐ@QÐ@RÐ0SÓ+T�H˜ZÒ(à+3°D©>�H˜ZÑ(Üˆx�|‰|˜OÓ,Ó-°Ó:à�L‰L˜¨$Õ/ð ;r+   c                óþ  • U R                  5       nXR                  :X  a  U$ U(       aC  UR                  SS5      (       a,  [        R                  5       nU(       a  U R	                  XC5        US   n[        [        [        U5      5      U5      nUR                  S5      nU(       a  [        [        [        U5      5      U5      nOSnUR                  S5      n	U	(       a  [        [        [        U	5      5      U5      n
OSn
UR                  S5      (       aŸ  US   R                  S5      n/ nUSS	  HF  n[        U[        * S 5      n[        Xá5      nUR                  US[        *  [        U5      -   5        MH     UR                  US	   S[        *  [        U5      -   5        SR                  U5      nOSn[        R                  " U5      nUR                  UUU
UUS
.5        U(       a  UR                  U5        U$ )zDRewrites ids/dotted_order for a given project with optional updates.ÚrerootFr‰   r¥   Nr³   r¤   rÃ   r°   )r‰   r¥   r³   r¤   rš   )r  rš   r·   rV   r%  r   r   r    r  r  rö   r  r   Údeepish_copyrà   )rÆ   r?   rA   r  Údistributed_parent_idÚold_idÚnew_idÚ	old_traceÚ	new_traceÚparentÚ
new_parentr  Úrebuiltr"  r#  ÚreplÚdottedÚdups                     r,   Ú_remap_for_projectÚRunTree._remap_for_projectˆ  sÅ  € ð ×'Ñ'Ó)ˆØ×,Ñ,Ó,ØˆOæ�w—{‘{ 8¨U×3Ñ3Ü$:×$>Ñ$>Ó$@Ð!Þ$Ø×%Ñ%Ð&;ÔFà˜$‘ˆÜ$¤T¬#¨f«+Ó%6¸ÓEˆà—L‘L Ó,ˆ	ÞÜ+¬D´°Y³Ó,@À,ÓO‰IàˆIà—‘˜oÓ.ˆÞÜ,¬T´#°f³+Ó->ÀÓM‰JàˆJà�<‰<˜×'Ñ'Ø˜NÑ+×1Ñ1°#Ó6ˆDØˆGØ˜S˜b›	�Ü˜dÔ$4Ð#4Ð#5Ð6Ó7�Ü*¨6Ó@�Ø—‘˜tÐ$6Ô&6Ð%6Ð7¼#¸d»)ÑCÖDñ "ð �N‰N˜4 ™8Ð$6Ô&6Ð%6Ð7¼#¸f»+ÑEÔFØ—X‘X˜gÓ&‰FàˆFÜ× Ò  Ó*ˆØ�
‰
àØ%Ø!+Ø &Ø ,ñô	
ö Ø�J‰J�wÔØˆ
r+   c                ó¬  • U R                   (       aÚ  U R                    HÉ  nUR                  S5      =(       d    U R                  nUR                  S5      nU R                  X45      n[	        U5      u  pgp‰p«UR                  S5      =(       d    U R
                  n[        US5      (       d!  [        S[        U5      R                   35      eUR                  " S0 UDUUUU	U
US.D6  MË     O,U R                  5       nU R
                  R                  " S0 UD6  U R                  (       a}  U R                   Vs/ s H  n[        U5      PM     nnU R                  R                  S[         R"                  " [$        R&                  5      R)                  5       [+        U5      S.5        U(       d#  U R,                   H  nUR/                  S	S
9  M     ggs  snf )z,Post the run tree to the API asynchronously.r?   rA   rC   Ú
create_runú6WriteReplica 'client' must be a langsmith.Client, got )r!   r=   r0   r2   r7   r8   Úuploaded_attachmentró   F)Úexclude_child_runsNr"   )rQ   r·   rš   r5  Ú_extract_replica_authrC   r\   Ú	TypeErrorr[   r$   r8  r  r¶   r    r    rö   r   r�   r   rŽ   r÷   ri   r–   Úpost)rÆ   r;  rH   r?   rA   r  r=   r!   r0   r2   r7   r8   Úreplica_clientÚkwargsr‡   r~   Ú	child_runs                    r,   r>  ÚRunTree.post½  s’  € à�=�=ØŸ=œ=�Ø&Ÿ{™{¨>Ó:×O¸d×>OÑ>O�Ø!Ÿ+™+ iÓ0�Ø×2Ñ2°<ÓI�ä)¨'Ó2ñ P� +¸-ð ")§¡¨XÓ!6×!E¸$¿+¹+�Ü˜~¨|×<Ñ<Ü#ðÜ# NÓ3×<Ñ<Ð=ð?óð ð ×)Ò)ñ Øðà#Ø#Ø +Ø'Ø"/Ø!öò )ð. ×)Ñ)Ó+ˆFØ�K‰K×"Ò"Ñ, VÒ,Ø××Ø*.×*:Ò*:Ó;Ò*: $”C˜–IÑ*:ˆDÐ;Ø�K‰K×Ñà1Ü$ŸLšL¬¯©Ó6×@Ñ@ÓBÜ" 4›yñôö "Ø!Ÿ_œ_�	Ø—‘°%�Ó8ò -ð "ùò <s   Ä7G)Úexclude_inputsc               óÄ  • U R                   (       d  U R                  5         U R                  R                  5        VVs0 s H  u  p#[	        U[
        5      (       d  M  X#_M      nnn U(       aR  [        S U R                   5       S5      nU(       a.  UR                  5        VVs0 s H  u  p#X%S   ;  d  M  X#_M     nnnU R                  (       Ga°  U R                   GHž  nUR                  S5      =(       d    U R                  nUR                  S5      n	U R                  X‰5      n
[        U5      u  p¼pÞnnUR                  S5      =(       d    U R                   n[#        US5      (       d!  [%        S	['        U5      R(                   35      eUR+                  U
S
   U
S   U
R                  S5      U
R                  S5      U(       a  SOU
S   U
S   U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      U
R                  S5      UUUUUUUS9  GM¡     gU R                   R+                  U R,                  U R.                  [1        [2        U R4                  5      U R6                  U(       a  SO,U R8                  (       a  U R8                  R;                  5       OSU R<                  (       a  U R<                  R;                  5       OSU R>                  U R@                  U R                  U RB                  U R                   U RD                  U RF                  U R                  U RH                  U RJ                  US9  gs  snnf s  snnf ! [         a#  n[        R                  SU 35         SnAGNSnAff = f)zƒPatch the run tree to the API in a background thread.

Args:
    exclude_inputs: Whether to exclude inputs from the patch request.
c              3  óT   #   • U  H  nUR                  S 5      S:X  d  M  Uv •  M      g7f)r‡   r:  N)r·   )Ú.0Úevs     r,   Ú	<genexpr>Ú RunTree.patch.<locals>.<genexpr>õ  s*   é € ð â"-˜BØŸ6™6 &›>Ð-BÑB÷ ™Ú"-ùs   ‚(Ÿ	(Nrõ   z'Error filtering attachments to upload: r?   rA   rC   Ú
update_runr9  r‡   r‰   r‹   r‘   rµ   r´   rú   r³   rš   r  rû   r¤   r¥   r    rO   rž   )r‡   r   r‹   r‘   rµ   r´   rú   r³   rš   r  rû   r¤   r¥   r    rO   rž   r¶   r!   r=   r0   r2   r7   r8   )r‡   r   r‹   r‘   rµ   r´   rú   r³   rš   r  rû   r¤   r¥   r    rO   rž   r¶   )&rû   rþ   r¶   rG   rY   ÚtupleÚnextr    Ú	Exceptionr  ÚwarningrQ   r·   rš   r5  r<  rC   r\   r=  r[   r$   rJ  r‡   r‰   r   r   r‹   r‘   rµ   r  r´   rú   r³   r  r¤   r¥   rO   rž   )rÆ   rC  ÚarJ   r¶   ÚuploadedÚerH   r?   rA   r  r=   r!   r0   r2   r7   r8   r?  s                     r,   ÚpatchÚRunTree.patchæ  sI  € ð �}�}Ø�H‰HŒJà!×-Ñ-×3Ñ3Ô5ô
Ú5‘T�Q¼ÀAÄu×9M‹DˆAŠDÑ5ð 	ñ 
ð	JæÜñà"&§+¢+óð
 ó�ö ð %0×$5Ñ$5Ô$7ô#â$7™D˜AØ¨YÑ$7Ñ7ó ˜šÙ$7ð  ñ #ð �=�=ˆ=ØŸ=�=�Ø&Ÿ{™{¨>Ó:×O¸d×>OÑ>O�Ø!Ÿ+™+ iÓ0�Ø×2Ñ2°<ÓI�ä)¨'Ó2ñ P� +¸-Èð ")§¡¨XÓ!6×!E¸$¿+¹+�Ü˜~¨|×<Ñ<Ü#ðÜ# NÓ3×<Ñ<Ð=ð?óð ð ×)Ñ)Ø! &Ñ)Ø# D™>Ø%Ÿ\™\¨*Ó5Ø'Ÿ|™|¨LÓ9Þ#1™4°xÀÑ7IØ$ YÑ/Ø"Ÿ,™, wÓ/Ø"*§,¡,¨Ó"?Ø!)§¡¨nÓ!=Ø)1¯©Ð6LÓ)MØ%Ÿ\™\¨*Ó5Ø!)§¡¨nÓ!=Ø%Ÿ\™\¨*Ó5Ø#Ÿ<™<¨Ó1Ø!Ÿ™ fÓ-Ø"Ÿ,™, wÓ/Ø +Ø#Ø#Ø +Ø'Ø"/Ø!ð/ *ô ò )ðN �K‰K×"Ñ"Ø—Y‘YØ—w‘wÜœj¨$¯-©-Ó8ØŸ?™?ö &ñ à04··˜$Ÿ+™+×*Ñ*Ô,Àà/3¯|¯|˜Ÿ™×)Ñ)Ô+ÀØ—j‘jØ"×0Ñ0Ø!×.Ñ.Ø%)×%>Ñ%>ØŸ™Ø!×.Ñ.ØŸ™Ø—{‘{Ø—Y‘YØ—j‘jØ'ð+ #ò ùó}
ùó#øô
 ó 	JÜ�N‰NÐDÀQÀCÐH×IÒIûð	Jús;   ¿N&ÁN&Á(>N2 Â&N,Â8N,Â>N2 Î,N2 Î2
OÎ<OÏOc                ó   • g)z$Wait for all `_futures` to complete.Nr"   rË   s    r,   ÚwaitÚRunTree.waitD  s   € àr+   c                ó4   • U R                   R                  U S9$ )zReturn the URL of the run.)r  )rC   Úget_run_urlrË   s    r,   Úget_urlÚRunTree.get_urlH  s   € à�{‰{×&Ñ&¨4Ð&Ð0Ð0r+   c                óT   • [         U0n[        [        U R                  " U40 UD65      $ )z_Create a new 'child' span from the provided dotted order.

Returns:
    RunTree: The new span.
)ÚLANGSMITH_DOTTED_ORDERr   r…   Úfrom_headers)r»   r¤   r@  Úheaderss       r,   Úfrom_dotted_orderÚRunTree.from_dotted_orderL  s/   € ô # Lð
ˆô ”G˜S×-Ò-¨gÑ@¸Ñ@ÓAÐAr+   c           	     óø  ^•  SSK JnJn  SSKJnJn  SSKJm  Uc)  U" [        U[        5      (       a  [        XQ5      OS5      nO[        XQ5      nUR                  S5      =n	(       Gaô  [        X”U45      (       Gaá  U	R                  (       GaÏ  [        U4S jU	R                   5       S5      =n
(       Ga§  U
R                   R                  [#        U	R                  5      5      =n(       aô  UR$                  (       aã  UR$                  nUR&                  US	'   UR(                  US
'   UR*                  US'   UR,                  US'   UR.                  US'   [1        [3        UR4                  =(       d    / UR                  S/ 5      -   5      5      US'   UR6                  US'   UR9                  S0 5      nUR9                  S0 5      nUR;                  UR<                  5        OI[?        U
S5      (       a7  U	R                  U
R@                  ;   a  U
R@                  U	R                     S   nOgU
RB                  US'   U
RD                  US'   [F        RH                  " U40 UD6$ g! [         a  n[        S5      UeSnAff = f)z±Create a new 'child' span from the provided runnable config.

Requires `langchain` to be installed.

Returns:
    The new span or `None` if no parent span information is found.
r   )ÚAsyncCallbackManagerÚCallbackManager)ÚRunnableConfigÚensure_config)ÚLangChainTracerz{RunTree.from_runnable_config requires langchain-core to be installed. You can install it with `pip install langchain-core`.NÚ	callbacksc              3  óN   >#   • U  H  n[        UT5      (       d  M  Uv •  M     g 7frF   )rY   )rF  Útrf  s     €r,   rH  Ú/RunTree.from_runnable_config.<locals>.<genexpr>‚  s   øé € ÐN¢˜1¬z¸!¸_×/M—Q‘Q¢ùs   ƒ%œ	%r‹   rµ   r´   r‘   rû   rO   r‡   rž   rN   Ú	order_mapr  rC   r?   )%Ú langchain_core.callbacks.managerrb  rc  Úlangchain_core.runnablesrd  re  Ú langchain_core.tracers.langchainrf  ÚImportErrorrY   rZ   r   r·   r³   rL  ÚhandlersÚrun_mapr    r¤   r‹   rµ   r´   r‘   rû   Úsortedri   rO   r‡   r¹   rà   rN   r\   rk  rC   r?   r…   r_  )r»   Úconfigr@  rb  rc  rd  re  rQ  Úconfig_ÚcbÚtracerr  r¤   Úextra_rè   rf  s                  @r,   Úfrom_runnable_configÚRunTree.from_runnable_config\  s/  ø€ ð	÷÷ OÝHð ‰>Ù#Ü0:¸6Ä4×0HÑ0H”�^Ô,Èdó‰Gô ˜>Ó2ˆGð —;‘;˜{Ó+Ð+ˆRÖ+Ü˜2Ð1EÐF×GÒGØ× × Ð äÜN §¢ÓNØóð �ö ð —~‘~×)Ñ)¬#¨b×.>Ñ.>Ó*?Ó@Ð@�Õ@Àc×FV×FVØ"×/Ñ/�Ø%(§\¡\��zÑ"Ø#&§:¡:��xÑ Ø$'§K¡K��yÑ!Ø'*§~¡~��|Ñ$Ø%(§\¡\��zÑ"Ü!'¬¨C¯H©H×,S¸¸V¿Z¹ZÈÐPRÓ=SÑ8SÓ(TÓ!U��v‘Ø!$§¡��v‘Ø×*Ñ*¨7°BÓ7�Ø"×-Ñ-¨j¸"Ó=�	Ø× Ñ  §¡Õ.Ü˜ ×-Ñ-°"×2BÑ2BÀf×FVÑFVÓ2VØ%×/Ñ/°×0@Ñ0@ÑAÀ!ÑD‘àØ%Ÿ}™}ˆF�8ÑØ%+×%8Ñ%8ˆF�>Ñ"Ü×,Ò,¨\ÑD¸VÑDÐDØøôU ó 	ÜðHóð ðûð	ús   ƒI É
I9É(I4É4I9c           	     óø  • UR                  5       n[        [        [           UR	                  [
        5      5      nU(       dC  [        [        [           UR	                  [        5      5      nU(       d  gUR                  S5      nUR                  5       n[        U5      nUS   S   nXƒS'   US   S   US'   XcS'   [        U5      S	:¼  a  US
   S   US'   UR	                  S5      =(       d$    [        R                  " [        R                  5      US'   UR	                  S5      =(       d    SUS'   UR	                  S5      =(       d    SUS'   [         R#                  U5      n	U	R$                  (       d  U	R&                  (       a‚  UR)                  S0 5      US'   US   R)                  S0 5      US   S'   0 U	R$                  EUS   S   En
X£S   S'   [+        [-        U	R&                  UR	                  S/ 5      -   5      5      nX³S'   U	R.                  (       a  U	R.                  US'   U	R0                  (       a  U	R0                  US'   [3        S0 UD6n[4        R-                  [        UR6                  5      5        U$ )aL  Create a new 'parent' span from the provided headers.

Extracts parent span information from the headers and creates a new span.

Metadata and tags are extracted from the baggage header.

The dotted order and trace id are extracted from the trace header.

Returns:
    The new span or `None` if no parent span information is found.
NrM   r   r  r¥   r°   r‰   r¤   é   éþÿÿÿr³   r‘   r‹   rŠ   r‡   r/  rž   rN   rO   r?   rQ   r"   )r  r   r
   r    r·   r\  ÚbytesÚLANGSMITH_DOTTED_ORDER_BYTESÚdecoderÄ   rÑ   Úlenr   r�   r   rŽ   Ú_Baggager]  rN   rO   r¹   rr  ri   r?   rQ   r…   rV   r‰   )r»   r^  r@  Ú	init_argsÚlangsmith_traceÚlangsmith_trace_bytesr•   Úparsed_dotted_orderr¥   ÚbaggagerN   rO   Úrun_trees                r,   r]  ÚRunTree.from_headersœ  sA  € ð —K‘K“Mˆ	äœx¬™}¨g¯k©kÔ:PÓ.QÓRˆÞÜ$(Üœ‘ §¡Ô-IÓ!Jó%Ð!ö )ØØ3×:Ñ:¸7ÓCˆOà-×3Ñ3Ó5ÐÜ1Ð2EÓFÐØ& qÑ)¨!Ñ,ˆØ (�*ÑØ-¨bÑ1°!Ñ4ˆ	�$‰Ø$7�.Ñ!ÜÐ"Ó# qÓ(à)<¸RÑ)@ÀÑ)CˆI�oÑ&ð #,§-¡-°Ó"=÷ #
ÄÇÂÜ�L‰LóB
ˆ	�,Ñð !*§¡¨jÓ 9× D¸Wˆ	�*ÑØ%ŸM™M¨&Ó1×=°Xˆ	�&Ñä×'Ñ'¨Ó0ˆØ××˜wŸ|Ÿ|Ø!*×!5Ñ!5°g¸rÓ!BˆI�gÑØ-6°wÑ-?×-JÑ-JØ˜Bó.ˆI�gÑ˜zÑ*ð N˜'×*Ñ*ÐM¨i¸Ñ.@ÀÑ.LÐMˆHØ-5�gÑ˜zÑ*Üœ#˜gŸl™l¨Y¯]©]¸6À2Ó-FÑFÓGÓHˆDØ $�fÑØ××Ø(/×(<Ñ(<ˆI�nÑ%Ø××Ø$+×$4Ñ$4ˆI�jÑ!äÑ'˜YÑ'ˆô 	×"Ñ"¤3 x§{¡{Ó#3Ô4àˆr+   c                ó  • 0 nU R                   (       a  U R                  U[         '   [        U R                  R                  S0 5      U R                  U R                  U R                  S9nUR                  5       US'   U$ )z0Return the `RunTree` as a dictionary of headers.rN   ©rN   rO   r?   rQ   r†  )
r¥   r¤   r\  r�  rž   r·   rO   rš   rQ   Ú	to_header)rÆ   r^  r†  s      r,   Ú
to_headersÚRunTree.to_headersÝ  so   € àˆØ�=�=Ø37×3DÑ3DˆGÔ-Ð.Ñ0ÜØ—Z‘Z—^‘^ J°Ó3Ø—‘Ø×*Ñ*Ø—]‘]ñ	
ˆð %×.Ñ.Ó0ˆ�	ÑØˆr+   c           	     óp   • SU R                    SU R                   SU R                   SU R                   S3	$ )z7Return a string representation of the `RunTree` object.zRunTree(id=z, name='z', run_type='z', dotted_order='z'))r‰   r‡   r‹   r¤   rË   s    r,   Ú__repr__ÚRunTree.__repr__ë  sB   € ð ˜$Ÿ'™'˜ (¨4¯9©9¨+ð 6ØŸ™˜Ð'8¸×9JÑ9JÐ8KÈ2ðOð	
r+   )	r¤   rû   rú   r    rž   rµ   r¡   r´   rO   )r¼   údict[str, Any]Úreturnr‘  )r’  r…   )r’  r   )r’  rB   )r’  r   )rµ   úOptional[Mapping[str, Any]]r´   r“  rO   zOptional[Sequence[str]]rN   r“  rÛ   z+Optional[ls_schemas.ExtractedUsageMetadata]r’  ÚNone)rO   zUnion[Sequence[str], str]r’  r”  )rN   r‘  r’  r”  )r´   r‘  r’  r”  )rµ   r‘  r’  r”  )r    zTUnion[ls_schemas.RunEvent, Sequence[ls_schemas.RunEvent], Sequence[dict], dict, str]r’  r”  )r´   r@   rú   r<   rû   úOptional[datetime]r    z'Optional[Sequence[ls_schemas.RunEvent]]rN   úOptional[dict[str, Any]]r’  r”  )rŠ   )r‡   r    r‹   r   r   zOptional[ID_TYPE]r¯   r@   rµ   r@   r´   r@   rú   r<   r  rœ   r‘   r•  rû   r•  rO   rŸ   rž   r@   r¶   z Optional[ls_schemas.Attachments]r’  r…   )r  r    r  rZ   r’  r”  rF   )r?   r    rA   r@   r’  rZ   )T)r;  Úboolr’  r”  )rC  r—  r’  r”  )r’  r”  ©r’  r    )r¤   r    r@  r   r’  r…   )rs  r@   r@  r   r’  r“   )r^  z-Mapping[Union[str, bytes], Union[str, bytes]]r@  r   r’  r“   )r’  údict[str, str])>r$   r%   r&   r'   r(   r)   r   r   r‰   r‹   r‘   r”   r•   rß   r–   rš   r�   rZ   rž   rO   r    r¡   r¤   r¥   r§   rQ   r   Úmodel_configr   r¿   rÈ   ÚpropertyrC   r²   Ú	functoolsÚcached_propertyrÔ   rØ   rÞ   ri   rå   ré   rì   rï   rø   rþ   r  r  r%  r5  r>  rR  rU  rY  Úclassmethodr_  rx  r]  rŒ  r�  r*   Ú__classcell__)rÙ   s   @r,   r…   r…   ù   sM  ø‡ Ù;à
ƒIÙ UÑ+€BˆÓ+Ù 'Ñ*€HˆcÓ*Ù Ñ1SÑT€J�ÓTá$)°$ÀÑ$E€JÐ!ÓEÙ).°tÀTÑ)JÐ˜ÓJÙ %ØØñ!€J�ó ñ ÙGØñ€L�#ó ñ "'¨t¸<Ñ!H€J�ÓHÙ¨Ñ-€Eˆ4Ó-Ù %°dÑ ;€DÐ
Ó;Ù¨tÑ4€FˆJÓ4ðá$¨T¸4Ñ@€Iˆ}Ó@ÙØÐ Cñ€L�#ó ñ  2Ð3MÑN€HˆdÓNÙ38ØÐ#Xñ4Ð  .ó ñ 27ØØNñ2€HÐ.ó ñ
 Ø $ØØñ€Lñ ˜(Ñ#ó0ó $ð0ñd ˜'Ñ"óó #ðð óó ðð óó ðð ×Ñó/ó ð/õ
4ð /;Ø/;Ø(4Ø0<ØFRñ1ð ,ð1ð -ð	1ð
 &ð1ð .ð1ð Dð1ð 
õ1ôfô#ô%ô/ð 'ð
ð 'ð 
ô 'ðJ #'Ø#Ø'+Ø:>Ø-1ñ(ð  ð(ð ð	(ð
 %ð(ð 8ð(ð +ð(ð 
õ(ð<  'ð;ð
 %)Ø%)Ø!%Ø"&Ø#Ø/3Ø)-Ø'+Ø$(Ø $Ø8<ñ;àð;ð ð;ð
 "ð;ð #ð;ð ð;ð  ð;ð ð;ð -ð;ð 'ð;ð %ð;ð "ð;ð ð;ð 6ð;ð  
ö!;òzô,0ð> <@ð3Øð3Ø*8ð3à	õ3öj'9ðR /4÷ \ô|ô1ð ðBàðBð ðBð 
ó	Bó ðBð ð=àð=ð ð=ð 
ó	=ó ð=ð~ ð>ØCð>ØORð>à	ó>ó ð>ô@÷
ð 
r+   r…   c                  ón   • \ rS rSrSr    S	       S
S jjr\SS j5       r\SS j5       rSS jr	Sr
g)r�  ió  zBaggage header information.Nc                óp   • U=(       d    0 U l         U=(       d    / U l        X0l        U=(       d    / U l        g)zInitialize the Baggage object.NrŠ  )rÆ   rN   rO   r?   rQ   s        r,   Ú__init__Ú_Baggage.__init__ö  s+   € ð !Ÿ BˆŒØ—J˜BˆŒ	Ø(ÔØ Ÿ Bˆ�r+   c                ód  • U(       d  U " 5       $ 0 n/ nSnSn UR                  S5       GHÎ  nUR                  SS5      u  pxU[        :X  a5  [        R                  " [        R
                  R                  U5      5      nMW  U[        :X  a0  [        R
                  R                  U5      R                  S5      nM‘  U[        :X  a!  [        R
                  R                  U5      nM¼  U[        :X  d  MÈ  [        R                  " [        R
                  R                  U5      5      n	/ n
U	 HÉ  n[        U[        [        45      (       a:  [        U5      S:X  a+  U
R                  [        S[!        US   5      US   S95        MX  [        U["        5      (       aD  [%        ['        [        U5      5      nUR)                  S5      (       a  U
R                  U5        M¯  M±  [*        R-                  S	U 35        MË     U
nGMÑ     U " X#XES9$ ! [.         a"  n[*        R-                  S
U 35         SnAN.SnAff = f)z4Create a Baggage object from the given header value.NÚ,Ú=r  r{  r   )r=   r?   rA   r?   z#Unknown replica format in baggage: zError parsing baggage header: rŠ  )r  ÚLANGSMITH_METADATAÚjsonÚloadsÚurllibÚparseÚunquoteÚLANGSMITH_TAGSÚLANGSMITH_PROJECTÚLANGSMITH_REPLICASrY   rK  rß   r€  rö   r:   r    rZ   rK   r   r·   r  rN  rM  )r»   Úheader_valuerN   rO   r?   rQ   ÚitemÚkeyr^   Úreplicas_dataÚparsed_replicasÚreplica_itemÚfiltered_replicarQ  s                 r,   Úfrom_headerÚ_Baggage.from_header  së  € ö Ù“5ˆLØˆØˆØˆØ15ˆð&	AØ$×*Ñ*¨3×/�Ø!ŸZ™Z¨¨QÓ/‘
�ØÔ,Ó,Ü#Ÿzšz¬&¯,©,×*>Ñ*>¸uÓ*EÓF’HØœNÓ*Ü!Ÿ<™<×/Ñ/°Ó6×<Ñ<¸SÓA’DØÔ-Ó-Ü#)§<¡<×#7Ñ#7¸Ó#>’LØÔ.Õ.Ü$(§J¢J¬v¯|©|×/CÑ/CÀEÓ/JÓ$K�MØ:<�OÛ(5˜ä& |´e¼T°]×CÑCÜ # LÓ 1°QÓ 6ð ,×2Ñ2Ü ,Ø,0Ü14°\À!±_Ó1EØ,8¸©Oñ!"öô (¨´d×;Ñ;Ü/JÜ $¤\°<Ó @ó0Ð,ð  0×3Ñ3°N×CÑCØ /× 6Ñ 6Ð7GÖ Hñ  Dô #ŸN™NØ"EÀlÀ^Ð Tôñ %ñ/ )6ð0  /“HñG 0ñN Ø°|ñ
ð 	
øô ó 	AÜ�N‰NÐ;¸A¸3Ð?×@Ñ@ûð	Aús   ˜CH Ã1DH È
H/ÈH*È*H/c                óÆ   • SU;   a  U R                  US   5      $ SU;   a1  U R                  [        [        US   5      R                  S5      5      $ U R                  S 5      $ )Nr†  s   baggagerM   )r·  r   r}  r  )r»   r^  s     r,   r]  Ú_Baggage.from_headers8  s[   € à˜ÓØ—?‘? 7¨9Ñ#5Ó6Ð6Ø˜7Ó"Ø—?‘?¤4¬¨w°zÑ/BÓ#C×#JÑ#JÈ7Ó#SÓTÐTà—?‘? 4Ó(Ð(r+   c                óL  • / nU R                   (       aL  [        U R                   5      nUR                  [         S[        R
                  R                  U5       35        U R                  (       aR  SR                  U R                  5      nUR                  [         S[        R
                  R                  U5       35        U R                  (       aA  UR                  [         S[        R
                  R                  U R                  5       35        SR                  U5      $ )z,Return the Baggage object as a header value.z	metadata=r¥  ztags=zproject=)
rN   r   rö   ÚLANGSMITH_PREFIXrª  r«  ÚquoterO   r  r?   )rÆ   rG   Úserialized_metadataÚserialized_tagss       r,   r‹  Ú_Baggage.to_headerA  sÛ   € àˆØ�=�=Ü"-¨d¯m©mÓ"<ÐØ�L‰LÜ#Ð$ I¬f¯l©l×.@Ñ.@ÐATÓ.UÐ-VÐWôð �9�9Ø!Ÿh™h t§y¡yÓ1ˆOØ�L‰LÜ#Ð$ E¬&¯,©,×*<Ñ*<¸_Ó*MÐ)NÐOôð ××Ø�L‰LÜ#Ð$ H¬V¯\©\×-?Ñ-?À×@QÑ@QÓ-RÐ,SÐTôð �x‰x˜‹Ðr+   )rN   r?   rQ   rO   )NNNN)rN   zOptional[dict[str, str]]rO   rŸ   r?   r<   rQ   r¨   )r°  r<   r’  r�  )r^  zMapping[Union[str, bytes], Any]r’  r�  r˜  )r$   r%   r&   r'   r(   r¢  rž  r·  r]  r‹  r*   r"   r+   r,   r�  r�  ó  sl   † Ù%ð .2Ø$(Ø&*Ø59ð'à*ð'ð "ð'ð $ð	'ð
 3õ'ð ó2
ó ð2
ðh ó)ó ð)÷r+   r�  r  )Úmaxsizec           
     ó  • U (       d  / $  [         R                  " U 5      n[        U[        5      (       Ga(  / nU GH  n[        U[        5      (       d-  [
        R                  S[        U5      R                   35        MF  UR                  S5      nUR                  S5      n[        U[        5      (       d-  [
        R                  S[        U5      R                   35        Mª  [        U[        5      (       d-  [
        R                  S[        U5      R                   35        Mì  UR                  [        UR                  S5      [        US9SSS	95        GM      U$ [        U[        5      (       a   [        U5        / nUR!                  5        H}  u  pgUR                  S5      n[        U[        5      (       a$  UR                  [        U[        US9SSS	95        MO  [
        R                  S
U S[        U5      R                   35        M     U$ [
        R                  S[        U5      R                   35        / $ ! ["        R$                   a    e [&         a$  n[
        R                  SU 35        / s SnA$ SnAff = f)z«Parse write replicas from LANGSMITH_RUNS_ENDPOINTS environment variable value.

Supports array format [{"api_url": "x", "api_key": "y"}] and object format
{"url": "key"}.
zBInvalid item type in LANGSMITH_RUNS_ENDPOINTS: expected dict, got r=   r!   zGInvalid api_url type in LANGSMITH_RUNS_ENDPOINTS: expected string, got zGInvalid api_key type in LANGSMITH_RUNS_ENDPOINTS: expected string, got Ú/)r!   N)r=   r>   r?   rA   z7Invalid value type in LANGSMITH_RUNS_ENDPOINTS for URL z: expected string, got u�   Invalid LANGSMITH_RUNS_ENDPOINTS â€“ must be valid JSON list of objects with api_url and api_key properties, or object mapping url->apiKey, got uŒ   Invalid LANGSMITH_RUNS_ENDPOINTS â€“ must be valid JSON list of objects with api_url and api_key properties, or object mapping url->apiKey: )r¨  r©  rY   rß   rZ   r  rN  r[   r$   r·   r    rö   r:   Úrstripr5   Ú_check_endpoint_env_unsetrG   r   ÚLangSmithUserErrorrM  )	Úenv_varÚparsedrQ   r±  r=   r!   Úurlr²  rQ  s	            r,   Ú"_parse_write_replicas_from_env_varrÊ  U  sQ  € ö Øˆ	ðNÜ—’˜GÓ$ˆä�fœd×#Ò#ØˆHÜ�Ü! $¬×-Ñ-Ü—N‘Nð.Ü.2°4«j×.AÑ.AÐ-BðDôñ àŸ(™( 9Ó-�ØŸ(™( 9Ó-�ä! '¬3×/Ñ/Ü—N‘Nð0Ü04°W³×0FÑ0FÐ/GðIôñ ä! '¬3×/Ñ/Ü—N‘Nð0Ü04°W³×0FÑ0FÐ/GðIôñ à—‘Ü Ø '§¡¨sÓ 3Ü(°Ñ9Ø%)Ø $ñ	÷ñ3 ðB ˆOÜ˜¤×%Ñ%Ü% fÔ-àˆHØ"ŸL™LžN‘�Ø—j‘j “o�ä˜c¤3×'Ñ'Ø—O‘OÜ$Ø$'Ü!,°SÑ!9Ø)-Ø$(ñ	öô —N‘NØQØ˜%ð  0Ü04°S³	×0BÑ0BÐ/CðEôñ
 ñ% +ð& ˆOä�N‰Nð$ä$(¨£L×$9Ñ$9Ð#:ð<ôð
 ˆIøÜ×#Ñ#ó ØÜó Ü�‰ðà˜Cð!ô	
ð
 �	ûðús+   ‹EI ÅB4I È,I ÉJÉI>É8JÉ>Jc                 óD   • [         R                  " S5      n [        U 5      $ )zFGet write replicas from LANGSMITH_RUNS_ENDPOINTS environment variable.ÚRUNS_ENDPOINTS)r   Úget_env_varrÊ  )rÇ  s    r,   Ú_get_write_replicas_from_envrÎ  °  s   € ä×ÒÐ 0Ó1€Gä-¨gÓ6Ð6r+   c                ó    • SSK nU (       aC  UR                  S5      (       d  UR                  S5      (       a  [        R                  " S5      egg)zECheck if endpoint environment variables conflict with runs endpoints.r   NÚLANGSMITH_ENDPOINTÚLANGCHAIN_ENDPOINTz]You cannot provide both LANGSMITH_ENDPOINT / LANGCHAIN_ENDPOINT and LANGSMITH_RUNS_ENDPOINTS.)ÚosÚgetenvr   rÆ  )rÈ  rÒ  s     r,   rÅ  rÅ  ·  sF   € ãæ�2—9‘9Ð1×2Ñ2°b·i±iÐ@T×6UÑ6UÜ×&Ò&ð,ó
ð 	
ð 7V€vr+   c                ó2   • U c
  [        5       $ [        U 5      $ )z(Convert replicas to WriteReplica format.)rÎ  rß   )rQ   s    r,   rº   rº   Â  s   € ð ÑÜ+Ó-Ð-ô �‹>Ðr+   c           	     ó´   • U R                  S5      nU Vs/ s H5  n[        R                  " US[        *  S5      [	        U[        * S 5      4PM7     sn$ s  snf )zParse the dotted order string.rÃ   Nú%Y%m%dT%H%M%S%fZ)r  r   Ústrptimer  r   )r¤   Úpartsr"  s      r,   rÑ   rÑ   Í  sp   € à×Ñ˜sÓ#€Eñ óò
 ˆDô ×Ò˜dÐ#5Ô%5Ð$5Ð6Ð8JÓKÜ�Ô'Ð'Ð(Ð)Ó*ó	
ñ ñð ùò s   –<Ara   c                ó¾   • U =(       d$    [         R                  " [        R                  5      nU=(       d    [	        U5      nUR                  S5      [        U5      -   $ )z Create the current dotted order.rÖ  )r   r�   r   rŽ   r   Ústrftimer    )r‘   r   ÚstÚid_s       r,   rÅ   rÅ   Ý  sD   € ð 
×	1”x—|’|¤H§L¡LÓ1€BØ
×
+Ô'¨Ó+€CØ�;‰;Ð)Ó*¬S°«XÑ5Ð5r+   c                  óR   • \ rS rSr% S\S'   S\S'   S\S'   S\S'   S\S'   S\S'   S	rg
)ÚReplicaAuthiæ  z
str | Noner=   r!   r0   r2   r7   r8   r"   N)r$   r%   r&   r'   r)   r*   r"   r+   r,   rÞ  rÞ  æ  s&   ‡ ØÓØÓØÓØÓØÓØÖr+   rÞ  c           
     óR  • U R                  S5      nSU ;   al  [        [        U S   5      n[        UUR                  S5      UR                  S5      UR                  S5      UR                  S5      UR                  S5      S9$ SU ;   a  [        UU S   S S S S S9$ [        US S S S S S9$ )	Nr=   r>   r!   r0   r2   r7   r8   )r=   r!   r0   r2   r7   r8   )r·   r   r5   rÞ  )rH   r=   r>   s      r,   r<  r<  ï  sÅ   € ð �k‰k˜)Ó$€GØ�ÓÜ”K ¨¡Ó1ˆÜØØ—H‘H˜YÓ'ØŸ™ Ó/Ø—h‘h˜{Ó+ØŸ(™( ?Ó3Ø—8‘8˜HÓ%ñ
ð 	
ð �GÓÜØØ˜IÑ&ØØØØñ
ð 	
ô ØØØØØØñð r+   )rH   r:   r’  r:   )rc   r   r’  r   )
rC   rB   rq   r¦   r?   r<   rO   rŸ   rN   r–  )r€   ú!ls_schemas.ExtractedUsageMetadatar’  rà  )rÇ  r<   r’  úlist[WriteReplica])r’  rá  )rÈ  r™  r’  r”  )rQ   r¨   r’  rá  )r¤   r    r’  zlist[tuple[datetime, UUID]])r‘   r•  r   rœ   r’  r    )rH   r:   r’  rÞ  )cr(   Ú
__future__r   Úcontextvarsrœ  r¨  ÚloggingÚsysÚ	threadingÚurllib.parserª  Úcollections.abcr   r   r   r   Útypingr   r	   r
   r   r   Úuuidr   Úpydanticr   r   r   Útyping_extensionsr   r   Úlangsmith._internal._contextÚ	_internalrg   Ú	langsmithr   r  r   Úlangsmith._internal._uuidr   r   Úlangsmith.clientr   r   r   r   r   Úlangsmith.uuidr   Ú	getLoggerr$   r  r   r.   r5   r:   Ú	frozensetrD   r)   rK   r¼  Úinternr\  Úencoder~  r§  r­  r®  r¯  rá   ÚobjectrÞ   ÚLockrb   Ú
ContextVarrS   r    rV   rf   r_   r  rd   rr   rƒ   ÚRunBaser…   r�  Ú	lru_cacherÊ  rÎ  rÅ  rº   rÑ   Ú_GLOBAL_CLIENTra   Ú__all__rÅ   rÞ  r<  r"   r+   r,   Ú<module>rþ     sø  ðÚ $å "ã Û Û Û Û 
Û Û ß -ß 'ß 9Õ 9Ý ç 7Ñ 7ß 4ç /Ð /Ý +Ý ß @ß SÕ SÝ .à	×	Ò	˜8Ó	$€ô�ô ô �) 5ò  ô�) 5ò ô�9 Eò ñ, /8¸ÈÐ8SÓ.TÐ ˜^Ó Tôð  Ð ØŸšÐ'7Ð&8¸Ð$>Ó?Ð Ø5×<Ñ<¸WÓEÐ Ø—Z’ZÐ#3Ð"4°HÐ =Ó>Ð Ø—’Ð/Ð0°Ð5Ó6€Ø—J’JÐ"2Ð!3°7Ð;Ó<Ð Ø—Z’ZÐ#3Ð"4°HÐ =Ó>Ð Ø—:’:Ð3Ó4Ð Ù�D™&›(Ó#€Ø�ŠÓ€ð ×"Ñ" 8¨H°\Ñ,BÑ#CÒDØ˜ñ€	ð %×/Ñ/°¸±Ò>Ø dñÐ ñ �‘v“xÓ €	ò	ð Ð ôð  )Ø'Ø"+Ø )Ø)2ðZ1ØðZ1àðZ1ð  ðZ1ð ð	Z1ð
 'õZ1ðzØ
+ðà&ôô.w
ˆj× Ñ ô w
÷t_ñ _ðD ×Ò˜QÑóWó  ðWôt7ô
ðØ.ðàôô	ð %×3Ñ3€Ð	Ó 3Ø�iÐ
 €ð6Ø"ð6Ø,:ð6àô6ô�*ô ðØðàõr+   