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Nr run_countOptional[timedelta] latency_p50 latency_p99rrrrxlast_run_start_timerCrsession_feedback_statsOptional[list[dict[str, Any]]] run_facetsrrrrfirst_token_p50first_token_p99r error_rate)r$r%r&r'r_r(rarbrrrrcrrdrfrrrrgrhrir)r*r+r^r^s $I}#,'+K$+?'+K$+6"&L-&=#'M='D'+}+H.2+28/3N,3)7;4;115J.5-$(J!(M%)K")G)-O&-C+/O(/G+/O(/>"&J&)r*r^c<eZdZUdZded< ded< eddZy) BaseMessageLikez7A protocol representing objects similar to BaseMessage.rcontentzdict[Any, Any]additional_kwargscy)z,Type of the Message, used for serialization.Nr)r8s r+r%zBaseMessageLike.type$sr*Nr<r)r$r%r&r'r(rr%r)r*r+rkrks(A L%%%C ;;r*rkc4eZdZUdZded< ded< ded<y)DatasetShareSchemaz*Represents the schema for a dataset share.rr@ share_tokenrrNr#r)r*r+rqrq)s4 , H(r*rqceZdZUdZded< ded< dZded< ed Zd ed < ed Zd ed< ded<y)AnnotationQueuezRepresents an annotation queue.rrOrrNrrrcHtjtjSrQrRr)r*r+rUzAnnotationQueue.=rVr*rWrrYcHtjtjSrQrRr)r*r+rUzAnnotationQueue.?rVr* updated_atrR) r$r%r&r'r(rrrYrwr)r*r+rtrt4sP) H8 I+!%K%: 1STJT> 1STJTCODr*rtc eZdZUdZdZded<y)AnnotationQueueWithDetailsz,Represents an annotation queue with details.Nrrrubric_instructions)r$r%r&r'rzr(r)r*r+ryryEs6)--;r*rycXeZdZUdZded< ded< ded< ded< ded< d ed <y ) BatchIngestConfigz"Configuration for batch ingestion.r]use_multipart_endpointr;scale_up_qsize_triggerscale_up_nthreads_limitscale_down_nempty_trigger size_limitrsize_limit_bytesNr#r)r*r+r|r|Ls:,  D<  7""AO/##8r*r|cPeZdZUdZdZded< dZded< dZded < dZd ed <y) LangSmithInfoz'Information about the LangSmith server.rrversionNrxlicense_expiration_timezOptional[BatchIngestConfig]batch_ingest_configrCinstance_flags) r$r%r&r'rr(rrrr)r*r+rr]s;1GS.26/6+7;4;/3N,3r*rcDeZdZUdZded< ded< ded< dZded <y) LangSmithSettingsz"Settings for the LangSmith tenant.rrO display_namerrYNrr tenant_handle)r$r%r&r'r(rr)r*r+rrls), G)*#'M='r*rc4eZdZUdZded< ded< ded<y) FeedbackIngestTokenz2Represents the schema for a feedback ingest token.rrOrrr expires_atNr#r)r*r+rrxs< H. 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Does *not* need to sum to full input token count. Does *not* need to have all keys. r;audiocache_creation cache_readNr#r)r*r+rrIs( JOr*rc(eZdZUdZded< ded<y)OutputTokenDetailszBreakdown of output token counts. Does *not* need to sum to full output token count. Does *not* need to have all keys. r;r reasoningNr#r)r*r+rr^s JNr*rc4eZdZUdZded< ded< ded<y)InputCostDetailszvBreakdown of input token costs. Does *not* need to sum to full input cost. Does *not* need to have all keys. rCrrrNr#r)r*r+rrns) L%r*rc(eZdZUdZded< ded<y)OutputCostDetailszxBreakdown of output token costs. Does *not* need to sum to full output cost. Does *not* need to have all keys. rCrrNr#r)r*r+rrs L&r*rceZdZUdZded< ded< ded< ded< ded < d ed < d ed < d ed < ded< ded<y) UsageMetadatazUsage metadata for a message, such as token counts. This is a standard representation of token usage that is consistent across models. r;rrrzNotRequired[InputTokenDetails]rzNotRequired[OutputTokenDetails]r zNotRequired[float]rrrzNotRequired[InputCostDetails]r zNotRequired[OutputCostDetails]r Nr#r)r*r+rrsk JPA77:9#"'##(""'55/770r*rceZdZUdZded< ded< ded< ded< ded < d ed < d ed < d ed < ded< ded<y)ExtractedUsageMetadatazUsage metadata dictionary extracted from a run. Should be the same as UsageMetadata, but does not require all keys to be present. r;rrrrrrr rCrrrrr rr Nr#r)r*r+rrsc 33****,,+'('((/**0r*rc(eZdZUdZded< ded<y)UpsertExamplesResponsezCResponse object returned from the upsert_examples_multipart method.r;countr example_idsNr#r)r*r+rrsM J45r*rc.eZdZUdZeeZded<y)ExampleWithRunszExample with runs.rWz list[Run]runsN)r$r%r&r'rrrr(r)r*r+rrsD1D)1"r*rceZdZUdZded< ded< ded< ded< ded< ded < d ed < d ed < ded< ded< ded< ded< ded< ded<y)ExperimentRunStatsz!Run statistics for an experiment.rr_r`rarbrrrrxrcrerfrrrrrgrhrriNr#r)r*r+rrs+,$$?$$6=  D$$H++8..-!!M""G&&C((G((>)r*rc4eZdZUdZded< ded< ded<y) ExperimentResultszResults container for experiment data with stats and examples. Breaking change in v0.4.32: The 'stats' field has been split into 'feedback_stats' and 'run_stats'. rrr run_statszIterator[ExampleWithRuns]examples_with_runsNr#r)r*r+rrs! 1!!611r*rcveZdZUdZded<ded<ded<dZded <ded <ded <ded <edd ZddZy)InsightsReportzHAn Insights Report created by the Insights Agent over a tracing project.z UUID | strrOrrrNz str | Noner project_idhost_urlrRc |jdt|jdt|jdt|jS)z1URL to view this Insights Report in LangSmith UI.rrXz?tab=4&clusterJobId=)rrrRrrOr8s r+linkzInsightsReport.linksH--C$7#8 SEYDZZnorswszszo{n|}}r*c<d|jd|jdS)Nz InsightsReport('z'))rrr8s r+ _repr_html_zInsightsReport._repr_html_"s%499+%XY]YbYbXccjkkr*ro) r$r%r&r'r(rrrrr)r*r+rrsIRN I KE:M ~~lr*rc0eZdZUdZded<ded<ded<y) FeedbackFormulaWeightedVariablezBA feedback key and weight used when calculating feedback formulas.zLiteral['weighted_key'] part_typerCweightz#Annotated[str, Field(min_length=1)]r6Nr#r)r*r+rr&sL&& M ,,r*rcbeZdZUdZdZded<dZded<ded<ded <ed d d Zded<y)FeedbackFormulaCreatez,Schema used for creating a feedback formula.NrNr@rr feedback_keyLiteral['sum', 'avg']aggregation_type.2 min_length max_length%list[FeedbackFormulaWeightedVariable] formula_parts) r$r%r&r'r@r(rrrr)r*r+rr.s>6!%J%!%J%++;@ b<M8r*rcFeZdZUdZded<ded<eddd Zd ed <y ) FeedbackFormulaUpdatez,Schema used for updating a feedback formula.rrrr.rrrrrN)r$r%r&r'r(rrr)r*r+rr:s*6++;@ b<M8r*rc0eZdZUdZded<ded<ded<y)FeedbackFormulaz%Schema for getting feedback formulas.rrOrrYryNr#r)r*r+rrDs/ Hr*r)qr' __future__rcollections.abcrrrrdecimalrenumr pathlibr typingr r r rrrruuidrpydanticrrrrrrrtyping_extensionsrrrr7rrr9rtupler=rr-r?rK_AttachmentLikerMExampleUploadWithAttachmentsrmrortrrrExampleUpdateWithAttachmentsrrDatasetTransformationTyperrrrrrrrr r$r)r-r0r4rBrFrKrNrPr^rkrqrtryr|r model_rebuildrrrrrrrrrrrrrrrrrrrrrrrrrrr)r*r+r sb$"$22>= :y+t; < 4j)[$F G *3eCJ/U39=MMNNO    8    I)Ii sEz!2E#t)4DD !I!& -= Y'bk'bT K I!I!& -sD+)+$?IU?-k-`YT