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export interface TracerSession { | |
tenant_id: string; | |
id: string; | |
start_time: number; | |
name?: string; | |
} | |
export interface TracerSessionResult extends TracerSession { | |
run_count?: number; | |
latency_p50?: number; | |
latency_p99?: number; | |
total_tokens?: number; | |
prompt_tokens?: number; | |
completion_tokens?: number; | |
last_run_start_time?: number; | |
feedback_stats?: Record<string, unknown>; | |
reference_dataset_ids?: string[]; | |
run_facets?: KVMap[]; | |
} | |
export type KVMap = Record<string, any>; | |
export type RunType = "llm" | "chain" | "tool" | "retriever" | "embedding" | "prompt" | "parser"; | |
export type ScoreType = number | boolean | null; | |
export type ValueType = number | boolean | string | object | null; | |
export type DataType = "kv" | "llm" | "chat"; | |
export interface BaseExample { | |
dataset_id: string; | |
inputs: KVMap; | |
outputs?: KVMap; | |
} | |
/** | |
* A run can represent either a trace (root run) | |
* or a child run (~span). | |
*/ | |
export interface BaseRun { | |
/** Optionally, a unique identifier for the run. */ | |
id?: string; | |
/** A human-readable name for the run. */ | |
name: string; | |
/** Defines the sequence in which the run was executed. */ | |
execution_order?: number; | |
/** The epoch time at which the run started, if available. */ | |
start_time?: number; | |
/** Specifies the type of run (tool, chain, llm, etc.). */ | |
run_type: string; | |
/** The epoch time at which the run ended, if applicable. */ | |
end_time?: number; | |
/** Any additional metadata or settings for the run. */ | |
extra?: KVMap; | |
/** Error message, captured if the run faces any issues. */ | |
error?: string; | |
/** Serialized state of the run for potential future use. */ | |
serialized?: object; | |
/** Events like 'start', 'end' linked to the run. */ | |
events?: KVMap[]; | |
/** Inputs that were used to initiate the run. */ | |
inputs: KVMap; | |
/** Outputs produced by the run, if any. */ | |
outputs?: KVMap; | |
/** ID of an example that might be related to this run. */ | |
reference_example_id?: string; | |
/** ID of a parent run, if this run is part of a larger operation. */ | |
parent_run_id?: string; | |
/** Tags for further categorizing or annotating the run. */ | |
tags?: string[]; | |
} | |
/** | |
* Describes properties of a run when loaded from the database. | |
* Extends the BaseRun interface. | |
*/ | |
export interface Run extends BaseRun { | |
/** A unique identifier for the run, mandatory when loaded from DB. */ | |
id: string; | |
/** Defines the sequence in which the run was executed. */ | |
execution_order: number; | |
/** The ID of the project that owns this run. */ | |
session_id?: string; | |
/** IDs of any child runs spawned by this run. */ | |
child_run_ids?: string[]; | |
/** Child runs, loaded explicitly via a heavier query. */ | |
child_runs?: Run[]; | |
/** Stats capturing feedback for this run. */ | |
feedback_stats?: KVMap; | |
/** The URL path where this run is accessible within the app. */ | |
app_path?: string; | |
/** The manifest ID that correlates with this run. */ | |
manifest_id?: string; | |
/** The current status of the run, such as 'success'. */ | |
status?: string; | |
/** Number of tokens used in the prompt. */ | |
prompt_tokens?: number; | |
/** Number of tokens generated in the completion. */ | |
completion_tokens?: number; | |
/** Total token count, combining prompt and completion. */ | |
total_tokens?: number; | |
/** Time when the first token was processed. */ | |
first_token_time?: number; | |
/** IDs of parent runs, if multiple exist. */ | |
parent_run_ids?: string[]; | |
/**Unique ID assigned to every run within this nested trace.**/ | |
trace_id?: string; | |
/** | |
* The dotted order for the run. | |
* | |
* This is a string composed of {time}{run-uuid}.* so that a trace can be | |
* sorted in the order it was executed. | |
* | |
* Example: | |
* - Parent: 20230914T223155647Z1b64098b-4ab7-43f6-afee-992304f198d8 | |
* - Children: | |
* - 20230914T223155647Z1b64098b-4ab7-43f6-afee-992304f198d8.20230914T223155649Z809ed3a2-0172-4f4d-8a02-a64e9b7a0f8a | |
* - 20230915T223155647Z1b64098b-4ab7-43f6-afee-992304f198d8.20230914T223155650Zc8d9f4c5-6c5a-4b2d-9b1c-3d9d7a7c5c7c | |
*/ | |
dotted_order?: string; | |
} | |
export interface RunCreate extends BaseRun { | |
child_runs?: this[]; | |
session_name?: string; | |
} | |
export interface RunUpdate { | |
end_time?: number; | |
extra?: KVMap; | |
error?: string; | |
inputs?: KVMap; | |
outputs?: KVMap; | |
parent_run_id?: string; | |
reference_example_id?: string; | |
events?: KVMap[]; | |
session_id?: string; | |
} | |
export interface ExampleCreate extends BaseExample { | |
id?: string; | |
created_at: string; | |
} | |
export interface Example extends BaseExample { | |
id: string; | |
created_at: string; | |
modified_at: string; | |
runs: Run[]; | |
} | |
export interface ExampleUpdate { | |
dataset_id?: string; | |
inputs?: KVMap; | |
outputs?: KVMap; | |
} | |
export interface BaseDataset { | |
name: string; | |
description: string; | |
tenant_id: string; | |
data_type?: DataType; | |
} | |
export interface Dataset extends BaseDataset { | |
id: string; | |
created_at: string; | |
modified_at: string; | |
example_count?: number; | |
session_count?: number; | |
last_session_start_time?: number; | |
} | |
export interface DatasetShareSchema { | |
dataset_id: string; | |
share_token: string; | |
url: string; | |
} | |
export interface FeedbackSourceBase { | |
type: string; | |
metadata?: KVMap; | |
} | |
export interface APIFeedbackSource extends FeedbackSourceBase { | |
type: "api"; | |
} | |
export interface ModelFeedbackSource extends FeedbackSourceBase { | |
type: "model"; | |
} | |
export interface FeedbackBase { | |
created_at: string; | |
modified_at: string; | |
run_id: string; | |
key: string; | |
score: ScoreType; | |
value: ValueType; | |
comment: string | null; | |
correction: string | object | null; | |
feedback_source: APIFeedbackSource | ModelFeedbackSource | KVMap | null; | |
} | |
export interface FeedbackCreate extends FeedbackBase { | |
id: string; | |
} | |
export interface Feedback extends FeedbackBase { | |
id: string; | |
} | |
export interface LangChainBaseMessage { | |
_getType: () => string; | |
content: string; | |
additional_kwargs?: KVMap; | |
} | |