import { APIResource } from '../../core/resource.js';
import * as ExperimentRunsAPI from './experiment-runs.js';
import { ExperimentRunQueryParams, ExperimentRunQueryResponse, ExperimentRunQueryResponsesItemsCursorPostPagination, ExperimentRuns } from './experiment-runs.js';
export declare class Datasets extends APIResource {
    experimentRuns: ExperimentRunsAPI.ExperimentRuns;
}
/**
 * Enum for dataset data types.
 */
export type DataType = 'kv' | 'llm' | 'chat';
/**
 * Dataset schema.
 */
export interface Dataset {
    id: string;
    modified_at: string;
    name: string;
    session_count: number;
    tenant_id: string;
    baseline_experiment_id?: string | null;
    created_at?: string;
    /**
     * Enum for dataset data types.
     */
    data_type?: DataType | null;
    description?: string | null;
    example_count?: number | null;
    externally_managed?: boolean | null;
    inputs_schema_definition?: {
        [key: string]: unknown;
    } | null;
    last_session_start_time?: string | null;
    metadata?: {
        [key: string]: unknown;
    } | null;
    outputs_schema_definition?: {
        [key: string]: unknown;
    } | null;
    transformations?: Array<DatasetTransformation> | null;
}
export interface DatasetTransformation {
    path: Array<string>;
    /**
     * Enum for dataset transformation types. Ordering determines the order in which
     * transformations are applied if there are multiple transformations on the same
     * path.
     */
    transformation_type: 'convert_to_openai_message' | 'convert_to_openai_tool' | 'remove_system_messages' | 'remove_extra_fields' | 'extract_tools_from_run';
}
/**
 * Dataset version schema.
 */
export interface DatasetVersion {
    as_of: string;
    tags?: Array<string> | null;
}
/**
 * Schema used for creating feedback without run id or session id.
 */
export interface FeedbackCreateCoreSchema {
    key: string;
    id?: string;
    comment?: string | null;
    comparative_experiment_id?: string | null;
    correction?: {
        [key: string]: unknown;
    } | string | null;
    created_at?: string;
    extra?: {
        [key: string]: unknown;
    } | null;
    feedback_config?: FeedbackCreateCoreSchema.FeedbackConfig | null;
    feedback_group_id?: string | null;
    /**
     * Feedback from the LangChainPlus App.
     */
    feedback_source?: FeedbackCreateCoreSchema.AppFeedbackSource | FeedbackCreateCoreSchema.APIFeedbackSource | FeedbackCreateCoreSchema.ModelFeedbackSource | FeedbackCreateCoreSchema.AutoEvalFeedbackSource | null;
    modified_at?: string;
    score?: number | boolean | null;
    value?: number | boolean | string | {
        [key: string]: unknown;
    } | null;
}
export declare namespace FeedbackCreateCoreSchema {
    interface FeedbackConfig {
        /**
         * Enum for feedback types.
         */
        type: 'continuous' | 'categorical' | 'freeform';
        categories?: Array<FeedbackConfig.Category> | null;
        max?: number | null;
        min?: number | null;
    }
    namespace FeedbackConfig {
        /**
         * Specific value and label pair for feedback
         */
        interface Category {
            value: number;
            label?: string | null;
        }
    }
    /**
     * Feedback from the LangChainPlus App.
     */
    interface AppFeedbackSource {
        metadata?: {
            [key: string]: unknown;
        } | null;
        type?: 'app';
    }
    /**
     * API feedback source.
     */
    interface APIFeedbackSource {
        metadata?: {
            [key: string]: unknown;
        } | null;
        type?: 'api';
    }
    /**
     * Model feedback source.
     */
    interface ModelFeedbackSource {
        metadata?: {
            [key: string]: unknown;
        } | null;
        type?: 'model';
    }
    /**
     * Auto eval feedback source.
     */
    interface AutoEvalFeedbackSource {
        metadata?: {
            [key: string]: unknown;
        } | null;
        type?: 'auto_eval';
    }
}
export interface Missing {
    __missing__: '__missing__';
}
/**
 * Enum for available dataset columns to sort by.
 */
export type SortByDatasetColumn = 'name' | 'created_at' | 'last_session_start_time' | 'example_count' | 'session_count' | 'modified_at';
export declare namespace Datasets {
    export { type DataType as DataType, type Dataset as Dataset, type DatasetTransformation as DatasetTransformation, type DatasetVersion as DatasetVersion, type FeedbackCreateCoreSchema as FeedbackCreateCoreSchema, type Missing as Missing, type SortByDatasetColumn as SortByDatasetColumn, };
    export { ExperimentRuns as ExperimentRuns, type ExperimentRunQueryResponse as ExperimentRunQueryResponse, type ExperimentRunQueryResponsesItemsCursorPostPagination as ExperimentRunQueryResponsesItemsCursorPostPagination, type ExperimentRunQueryParams as ExperimentRunQueryParams, };
}