From 582bec954681d7e2be808700442fb2c4efe86bdd Mon Sep 17 00:00:00 2001 From: Matt Fulp <8397318+fulpm@users.noreply.github.com> Date: Fri, 4 Oct 2024 17:45:24 -0400 Subject: [PATCH] gen latest and add more methods to trainee --- .../templates/client/AbstractBaseClient.njk | 8 +- codegen/templates/engine/Trainee.njk | 37 ++++++- codegen/templates/schemas/label.njk | 2 +- src/assets/howso.caml | Bin 637456 -> 640984 bytes src/assets/migrations.caml | Bin 3768 -> 3768 bytes src/client/AbstractBaseClient.ts | 99 +++++++++++------- src/engine/Trainee.ts | 39 +++++-- src/types/schemas/CreateSubtrainee.ts | 11 ++ src/types/schemas/Evaluate.ts | 11 ++ src/types/schemas/ExecuteOnSubtrainee.ts | 2 + src/types/schemas/GetCases.ts | 6 ++ src/types/schemas/GetDistances.ts | 21 ++-- src/types/schemas/GetEntityPathById.ts | 2 + src/types/schemas/GetExtremeCases.ts | 11 ++ src/types/schemas/GetFeatureConviction.ts | 2 + src/types/schemas/GetHierarchy.ts | 10 ++ src/types/schemas/GetNumTrainingCases.ts | 14 +++ src/types/schemas/GetPairwiseDistances.ts | 2 + src/types/schemas/GetSessionIndices.ts | 2 + src/types/schemas/GetSessionMetadata.ts | 2 + .../schemas/GetSessionTrainingIndices.ts | 2 + src/types/schemas/GetSessions.ts | 7 ++ src/types/schemas/PredictionStat.ts | 2 + src/types/schemas/React.ts | 10 +- src/types/schemas/ReactAggregate.ts | 3 + src/types/schemas/index.ts | 2 + 26 files changed, 247 insertions(+), 60 deletions(-) create mode 100644 src/types/schemas/GetHierarchy.ts create mode 100644 src/types/schemas/GetNumTrainingCases.ts diff --git a/codegen/templates/client/AbstractBaseClient.njk b/codegen/templates/client/AbstractBaseClient.njk index 13cfeec..9e39ce1 100644 --- a/codegen/templates/client/AbstractBaseClient.njk +++ b/codegen/templates/client/AbstractBaseClient.njk @@ -3,7 +3,7 @@ * Generated via Howso Engine {{ version }} */ import type { Session, Trainee } from "../engine"; -import type { ClientResponse } from "../types"; +import type { BaseTrainee, ClientResponse } from "../types"; import type * as schemas from "../types/schemas"; import type * as shims from "../types/shims"; import { DEFAULT_ERROR_MESSAGE, HowsoError, HowsoValidationError } from "./errors"; @@ -126,7 +126,7 @@ export abstract class AbstractBaseClient { public abstract createTrainee(properties: Omit): Promise; /** Update an existing Trainee. */ - public abstract updateTrainee(trainee: Trainee): Promise; + public abstract updateTrainee(trainee: BaseTrainee): Promise; /** Copy an existing Trainee. */ public abstract copyTrainee(traineeId: string, name?: string): Promise; @@ -169,9 +169,9 @@ export abstract class AbstractBaseClient { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async {{ label | camelCase }}(traineeId: string{% if def.parameters %}, request: {{ requestName }}{% endif %}): Promise> { + public async {{ label | camelCase }}(traineeId: string{% if def.parameters | length %}, request: {{ requestName }}{% endif %}): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute<{% if def.returns %}{{ responseName }}{% elif label in shims %}{{ shims[label] }}{% else %}any{% endif %}>(trainee.id, "{{ label }}", {% if def.parameters %}request{% else %}{}{% endif %}); + const response = await this.execute<{% if def.returns %}{{ responseName }}{% elif label in shims %}{{ shims[label] }}{% else %}any{% endif %}>(trainee.id, "{{ label }}", {% if def.parameters | length %}request{% else %}{}{% endif %}); {%- if not def.read_only %} this.autoPersistTrainee(trainee.id); {%- endif %} diff --git a/codegen/templates/engine/Trainee.njk b/codegen/templates/engine/Trainee.njk index 70edd07..bf50133 100644 --- a/codegen/templates/engine/Trainee.njk +++ b/codegen/templates/engine/Trainee.njk @@ -17,6 +17,7 @@ export class Trainee implements BaseTrainee { protected _name: BaseTrainee["name"]; protected _persistence: BaseTrainee["persistence"]; protected _metadata: BaseTrainee["metadata"]; + protected _deleted = false; constructor(client: AbstractBaseClient, obj: BaseTrainee) { this.client = client; @@ -38,6 +39,38 @@ export class Trainee implements BaseTrainee { return this._metadata || {}; } + public get isDeleted(): boolean { + return this._deleted; + } + + public async update(properties: Partial): Promise { + const trainee = await this.client.updateTrainee({ ...properties, id: this.id }); + this._name = trainee.name; + this._metadata = trainee.metadata; + this._persistence = trainee.persistence; + } + + public async delete(): Promise { + await this.client.deleteTrainee(this.id); + this._deleted = true; + } + + public async copy(name?: string): Promise { + return await this.client.copyTrainee(this.id, name); + } + + public async acquireResources(): Promise { + return await this.client.acquireTraineeResources(this.id); + } + + public async releaseResources(): Promise { + return await this.client.releaseTraineeResources(this.id); + } + + public async persist(): Promise { + await this.client.persistTrainee(this.id); + } + /** * Train data into the Trainee using batched requests to the Engine. * @param traineeId The Trainee identifier. @@ -91,8 +124,8 @@ export class Trainee implements BaseTrainee { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async {{ label | camelCase }}({% if def.parameters %}request: {{ requestName }}{% endif %}) { - return this.client.{{ label | camelCase }}(this.id, {% if def.parameters %}request{% endif %}); + public async {{ label | camelCase }}({% if def.parameters | length %}request: {{ requestName }}{% endif %}) { + return this.client.{{ label | camelCase }}(this.id, {% if def.parameters | length %}request{% endif %}); } {%- if not loop.last %} {% endif %} diff --git a/codegen/templates/schemas/label.njk b/codegen/templates/schemas/label.njk index 7f40cbe..cb9c305 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createSubtrainee( traineeId: string, request: schemas.CreateSubtraineeRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "create_subtrainee", request); + const response = await this.execute(trainee.id, "create_subtrainee", request); this.autoPersistTrainee(trainee.id); return { payload: response.payload, warnings: response.warnings }; } @@ -316,9 +316,12 @@ export abstract class AbstractBaseClient { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async evaluate(traineeId: string, request: schemas.EvaluateRequest): Promise> { + public async evaluate( + traineeId: string, + request: schemas.EvaluateRequest, + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "evaluate", request); + const response = await this.execute(trainee.id, "evaluate", request); return { payload: response.payload, warnings: response.warnings }; } @@ -331,9 +334,13 @@ export abstract class AbstractBaseClient { public async executeOnSubtrainee( traineeId: string, request: schemas.ExecuteOnSubtraineeRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "execute_on_subtrainee", request); + const response = await this.execute( + trainee.id, + "execute_on_subtrainee", + request, + ); this.autoPersistTrainee(trainee.id); return { payload: response.payload, warnings: response.warnings }; } @@ -383,19 +390,16 @@ export abstract class AbstractBaseClient { /** * Returns an assoc with case distances, containing a list of case session indices and a list of lists (matrix) of the computed distances. - * in the following format: - * { - * 'column_case_indices' : [ session-indices ], - * 'row_case_indices' : [ session-indices ], - * 'distances': [ [ pairwise distances ] ] - * } * @param traineeId The Trainee identifier. * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async getDistances(traineeId: string, request: schemas.GetDistancesRequest): Promise> { + public async getDistances( + traineeId: string, + request: schemas.GetDistancesRequest, + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_distances", request); + const response = await this.execute(trainee.id, "get_distances", request); return { payload: response.payload, warnings: response.warnings }; } @@ -410,9 +414,13 @@ export abstract class AbstractBaseClient { public async getEntityPathById( traineeId: string, request: schemas.GetEntityPathByIdRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_entity_path_by_id", request); + const response = await this.execute( + trainee.id, + "get_entity_path_by_id", + request, + ); return { payload: response.payload, warnings: response.warnings }; } @@ -437,9 +445,9 @@ export abstract class AbstractBaseClient { public async getExtremeCases( traineeId: string, request: schemas.GetExtremeCasesRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_extreme_cases", request); + const response = await this.execute(trainee.id, "get_extreme_cases", request); return { payload: response.payload, warnings: response.warnings }; } @@ -465,9 +473,13 @@ export abstract class AbstractBaseClient { public async getFeatureConviction( traineeId: string, request: schemas.GetFeatureConvictionRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_feature_conviction", request); + const response = await this.execute( + trainee.id, + "get_feature_conviction", + request, + ); return { payload: response.payload, warnings: response.warnings }; } @@ -478,9 +490,9 @@ export abstract class AbstractBaseClient { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async getHierarchy(traineeId: string): Promise> { + public async getHierarchy(traineeId: string): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_hierarchy", {}); + const response = await this.execute(trainee.id, "get_hierarchy", {}); return { payload: response.payload, warnings: response.warnings }; } @@ -519,9 +531,9 @@ export abstract class AbstractBaseClient { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async getNumTrainingCases(traineeId: string): Promise> { + public async getNumTrainingCases(traineeId: string): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_num_training_cases", {}); + const response = await this.execute(trainee.id, "get_num_training_cases", {}); return { payload: response.payload, warnings: response.warnings }; } @@ -535,9 +547,13 @@ export abstract class AbstractBaseClient { public async getPairwiseDistances( traineeId: string, request: schemas.GetPairwiseDistancesRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_pairwise_distances", request); + const response = await this.execute( + trainee.id, + "get_pairwise_distances", + request, + ); return { payload: response.payload, warnings: response.warnings }; } @@ -575,9 +591,12 @@ export abstract class AbstractBaseClient { * @param request The operation parameters. * @returns The response of the operation, including any warnings. */ - public async getSessions(traineeId: string, request: schemas.GetSessionsRequest): Promise> { + public async getSessions( + traineeId: string, + request: schemas.GetSessionsRequest, + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_sessions", request); + const response = await this.execute(trainee.id, "get_sessions", request); return { payload: response.payload, warnings: response.warnings }; } @@ -591,9 +610,9 @@ export abstract class AbstractBaseClient { public async getSessionIndices( traineeId: string, request: schemas.GetSessionIndicesRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_session_indices", request); + const response = await this.execute(trainee.id, "get_session_indices", request); return { payload: response.payload, warnings: response.warnings }; } @@ -606,9 +625,13 @@ export abstract class AbstractBaseClient { public async getSessionMetadata( traineeId: string, request: schemas.GetSessionMetadataRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_session_metadata", request); + const response = await this.execute( + trainee.id, + "get_session_metadata", + request, + ); return { payload: response.payload, warnings: response.warnings }; } @@ -622,9 +645,13 @@ export abstract class AbstractBaseClient { public async getSessionTrainingIndices( traineeId: string, request: schemas.GetSessionTrainingIndicesRequest, - ): Promise> { + ): Promise> { const trainee = await this.autoResolveTrainee(traineeId); - const response = await this.execute(trainee.id, "get_session_training_indices", request); + const response = await this.execute( + trainee.id, + "get_session_training_indices", + request, + ); return { payload: response.payload, warnings: response.warnings }; } diff --git a/src/engine/Trainee.ts b/src/engine/Trainee.ts index 8aa9131..b3cae79 100644 --- a/src/engine/Trainee.ts +++ b/src/engine/Trainee.ts @@ -17,6 +17,7 @@ export class Trainee implements BaseTrainee { protected _name: BaseTrainee["name"]; protected _persistence: BaseTrainee["persistence"]; protected _metadata: BaseTrainee["metadata"]; + protected _deleted = false; constructor(client: AbstractBaseClient, obj: BaseTrainee) { this.client = client; @@ -38,6 +39,38 @@ export class Trainee implements BaseTrainee { return this._metadata || {}; } + public get isDeleted(): boolean { + return this._deleted; + } + + public async update(properties: Partial): Promise { + const trainee = await this.client.updateTrainee({ ...properties, id: this.id }); + this._name = trainee.name; + this._metadata = trainee.metadata; + this._persistence = trainee.persistence; + } + + public async delete(): Promise { + await this.client.deleteTrainee(this.id); + this._deleted = true; + } + + public async copy(name?: string): Promise { + return await this.client.copyTrainee(this.id, name); + } + + public async acquireResources(): Promise { + return await this.client.acquireTraineeResources(this.id); + } + + public async releaseResources(): Promise { + return await this.client.releaseTraineeResources(this.id); + } + + public async persist(): Promise { + await this.client.persistTrainee(this.id); + } + /** * Train data into the Trainee using batched requests to the Engine. * @param traineeId The Trainee identifier. @@ -244,12 +277,6 @@ export class Trainee implements BaseTrainee { /** * Returns an assoc with case distances, containing a list of case session indices and a list of lists (matrix) of the computed distances. - * in the following format: - * { - * 'column_case_indices' : [ session-indices ], - * 'row_case_indices' : [ session-indices ], - * 'distances': [ [ pairwise distances ] ] - * } * @param traineeId The Trainee identifier. * @param request The operation parameters. * @returns The response of the operation, including any warnings. diff --git a/src/types/schemas/CreateSubtrainee.ts b/src/types/schemas/CreateSubtrainee.ts index e3a9c23..004b936 100644 --- a/src/types/schemas/CreateSubtrainee.ts +++ b/src/types/schemas/CreateSubtrainee.ts @@ -23,3 +23,14 @@ export type CreateSubtraineeRequest = { */ trainee_id?: string; }; + +export type CreateSubtraineeResponse = { + /** + * The ID of the resulting trainee that was created. + */ + id?: string; + /** + * The name of the resulting trainee that was created. + */ + name?: string; +}; diff --git a/src/types/schemas/Evaluate.ts b/src/types/schemas/Evaluate.ts index 7ba4895..26215dd 100644 --- a/src/types/schemas/Evaluate.ts +++ b/src/types/schemas/Evaluate.ts @@ -18,3 +18,14 @@ export type EvaluateRequest = { */ features_to_code_map: Record; }; + +export type EvaluateResponse = { + /** + * The resulting value of the aggregation code. + */ + aggregated?: any; + /** + * A map of feature names to list of resulting values for the evaluation code for each case. + */ + evaluated?: Record; +}; diff --git a/src/types/schemas/ExecuteOnSubtrainee.ts b/src/types/schemas/ExecuteOnSubtrainee.ts index 5b44db0..1d83b1e 100644 --- a/src/types/schemas/ExecuteOnSubtrainee.ts +++ b/src/types/schemas/ExecuteOnSubtrainee.ts @@ -40,3 +40,5 @@ export type ExecuteOnSubtraineeRequest = { */ payload?: Record; }; + +export type ExecuteOnSubtraineeResponse = any; diff --git a/src/types/schemas/GetCases.ts b/src/types/schemas/GetCases.ts index 23de3b5..4808821 100644 --- a/src/types/schemas/GetCases.ts +++ b/src/types/schemas/GetCases.ts @@ -66,6 +66,12 @@ export type GetCasesRequest = { }; export type GetCasesResponse = { + /** + * A list of lists of case values in the order specified by 'features'. + */ cases?: any[][]; + /** + * The list of features in the order of values of the sublists in 'cases'. + */ features?: string[]; }; diff --git a/src/types/schemas/GetDistances.ts b/src/types/schemas/GetDistances.ts index 7565daa..e4c3562 100644 --- a/src/types/schemas/GetDistances.ts +++ b/src/types/schemas/GetDistances.ts @@ -4,12 +4,6 @@ * GetDistances * * Returns an assoc with case distances, containing a list of case session indices and a list of lists (matrix) of the computed distances. - * in the following format: - * { - * 'column_case_indices' : [ session-indices ], - * 'row_case_indices' : [ session-indices ], - * 'distances': [ [ pairwise distances ] ] - * } */ import type { CaseIndices } from "./CaseIndices"; import type { UseCaseWeights } from "./UseCaseWeights"; @@ -71,3 +65,18 @@ export type GetDistancesRequest = { */ weight_feature?: string; }; + +export type GetDistancesResponse = { + /** + * The case indices of the cases represented by the columns of the distance matrix. + */ + column_case_indices?: CaseIndices; + /** + * The case indices of the cases represented by the columns of the distance matrix. + */ + distances?: number[][]; + /** + * The case indices of the cases represented by the columns of the distance matrix. + */ + row_case_indices?: CaseIndices; +}; diff --git a/src/types/schemas/GetEntityPathById.ts b/src/types/schemas/GetEntityPathById.ts index 03fa75c..92427f4 100644 --- a/src/types/schemas/GetEntityPathById.ts +++ b/src/types/schemas/GetEntityPathById.ts @@ -19,3 +19,5 @@ export type GetEntityPathByIdRequest = { */ path: string[]; }; + +export type GetEntityPathByIdResponse = string[] | string | null; diff --git a/src/types/schemas/GetExtremeCases.ts b/src/types/schemas/GetExtremeCases.ts index 0c6f5b4..82601b5 100644 --- a/src/types/schemas/GetExtremeCases.ts +++ b/src/types/schemas/GetExtremeCases.ts @@ -22,3 +22,14 @@ export type GetExtremeCasesRequest = { */ sort_feature: string; }; + +export type GetExtremeCasesResponse = { + /** + * A list of lists of case values in the order specified by 'features'. + */ + cases?: any[][]; + /** + * The list of features in the order of values of the sublists in 'cases'. + */ + features?: string[]; +}; diff --git a/src/types/schemas/GetFeatureConviction.ts b/src/types/schemas/GetFeatureConviction.ts index 4962ad6..572942f 100644 --- a/src/types/schemas/GetFeatureConviction.ts +++ b/src/types/schemas/GetFeatureConviction.ts @@ -50,3 +50,5 @@ export type GetFeatureConvictionRequest = { */ weight_feature?: string; }; + +export type GetFeatureConvictionResponse = Record; diff --git a/src/types/schemas/GetHierarchy.ts b/src/types/schemas/GetHierarchy.ts new file mode 100644 index 0000000..6c4dc63 --- /dev/null +++ b/src/types/schemas/GetHierarchy.ts @@ -0,0 +1,10 @@ +/** + * WARNING: This file is auto generated, do not modify manually. + * + * GetHierarchy + * + * Pull the hierarchy for a trainee, returns an assoc of: + * the currently contained hierarchy as a nested assoc with (false) for trainees that are stored independently. + */ + +export type GetHierarchyResponse = Record; diff --git a/src/types/schemas/GetNumTrainingCases.ts b/src/types/schemas/GetNumTrainingCases.ts new file mode 100644 index 0000000..9d39bc3 --- /dev/null +++ b/src/types/schemas/GetNumTrainingCases.ts @@ -0,0 +1,14 @@ +/** + * WARNING: This file is auto generated, do not modify manually. + * + * GetNumTrainingCases + * + * Returns the total number of training cases for trainee + */ + +export type GetNumTrainingCasesResponse = { + /** + * The number of trained cases. + */ + count?: number; +}; diff --git a/src/types/schemas/GetPairwiseDistances.ts b/src/types/schemas/GetPairwiseDistances.ts index e171167..f5152e2 100644 --- a/src/types/schemas/GetPairwiseDistances.ts +++ b/src/types/schemas/GetPairwiseDistances.ts @@ -60,3 +60,5 @@ export type GetPairwiseDistancesRequest = { */ weight_feature?: string; }; + +export type GetPairwiseDistancesResponse = number[]; diff --git a/src/types/schemas/GetSessionIndices.ts b/src/types/schemas/GetSessionIndices.ts index 664aca4..04ca79f 100644 --- a/src/types/schemas/GetSessionIndices.ts +++ b/src/types/schemas/GetSessionIndices.ts @@ -13,3 +13,5 @@ export type GetSessionIndicesRequest = { */ session: string; }; + +export type GetSessionIndicesResponse = number[]; diff --git a/src/types/schemas/GetSessionMetadata.ts b/src/types/schemas/GetSessionMetadata.ts index 989b3c8..f7d5fcc 100644 --- a/src/types/schemas/GetSessionMetadata.ts +++ b/src/types/schemas/GetSessionMetadata.ts @@ -12,3 +12,5 @@ export type GetSessionMetadataRequest = { */ session: string; }; + +export type GetSessionMetadataResponse = Record | null; diff --git a/src/types/schemas/GetSessionTrainingIndices.ts b/src/types/schemas/GetSessionTrainingIndices.ts index 5534d5b..658f070 100644 --- a/src/types/schemas/GetSessionTrainingIndices.ts +++ b/src/types/schemas/GetSessionTrainingIndices.ts @@ -13,3 +13,5 @@ export type GetSessionTrainingIndicesRequest = { */ session: string; }; + +export type GetSessionTrainingIndicesResponse = number[]; diff --git a/src/types/schemas/GetSessions.ts b/src/types/schemas/GetSessions.ts index 00f9284..97c0d3d 100644 --- a/src/types/schemas/GetSessions.ts +++ b/src/types/schemas/GetSessions.ts @@ -13,3 +13,10 @@ export type GetSessionsRequest = { */ attributes?: string[]; }; + +export type GetSessionsResponse = ({ + /** + * The session ID + */ + id?: string; +} & Record)[]; diff --git a/src/types/schemas/PredictionStat.ts b/src/types/schemas/PredictionStat.ts index 72e5642..e6e1356 100644 --- a/src/types/schemas/PredictionStat.ts +++ b/src/types/schemas/PredictionStat.ts @@ -12,6 +12,8 @@ export type PredictionStat = | "confusion_matrix" | "r2" | "rmse" + | "adjusted_smape" + | "smape" | "spearman_coeff" | "precision" | "recall" diff --git a/src/types/schemas/React.ts b/src/types/schemas/React.ts index d37f5ec..5343ed8 100644 --- a/src/types/schemas/React.ts +++ b/src/types/schemas/React.ts @@ -153,11 +153,11 @@ export type ReactRequest = { * determine that area. Uses full calculations, which uses leave-one-out context features for computations. * * "prediction_stats" true or false. If true outputs full feature prediction stats for all (context and action) - * features locally around the prediction. The stats eligible to be returned are ("r2", "rmse", "spearman_coeff", - * "precision", "recall", "accuracy", "mcc", "confusion_matrix", "missing_value_accuracy"). Confusion matrices - * may also be returned by setting 'confusion_matrices' to true. Uses only the context features of the - * reacted case to determine that area. Uses full calculations, which uses leave-one-out context features for - * computations. + * features locally around the prediction. The stats eligible to be returned are ("adjusted_smape", "smape", + * "r2", "rmse", "spearman_coeff", "precision", "recall", "accuracy", "mcc", "confusion_matrix", + * "missing_value_accuracy"). Confusion matrices may also be returned by setting 'confusion_matrices' to true. + * Uses only the context features of the reacted case to determine that area. Uses full calculations, which + * uses leave-one-out context features for computations. * * "feature_mda_robust" true or false. If true outputs each context feature's robust mean decrease in accuracy of predicting * the action feature given the context. Uses only the context features of the reacted diff --git a/src/types/schemas/ReactAggregate.ts b/src/types/schemas/ReactAggregate.ts index adc8474..96f02c0 100644 --- a/src/types/schemas/ReactAggregate.ts +++ b/src/types/schemas/ReactAggregate.ts @@ -66,6 +66,9 @@ export type ReactAggregateRequest = { * correct classes. Categorical action probabilities are the probabilities for each class for the action feature. * "r2": r-squared coefficient of determination, for continuous features only. * "rmse": root mean squared error, for continuous features only. + * "smape": Symmetric mean absolute percentage error, for continuous features only. + * "adjusted_smape": Symmetric mean absolute percentage error, for continuous features only. Adds the min gap / 2 to the actual and + * predicted values. * "spearman_coeff": Spearman's rank correlation coefficient, for continuous features only. * "precision": precision (positive predictive) value for nominal features only. Aggregated by taking the unweighted means of each classes' precisions. * "recall": recall (sensitivity) value for nominal features only. Aggregated by taking the unweighted means of each classes' recalls. diff --git a/src/types/schemas/index.ts b/src/types/schemas/index.ts index d40e9a0..08f1379 100644 --- a/src/types/schemas/index.ts +++ b/src/types/schemas/index.ts @@ -30,7 +30,9 @@ export * from "./GetDistances"; export * from "./GetEntityPathById"; export * from "./GetExtremeCases"; export * from "./GetFeatureConviction"; +export * from "./GetHierarchy"; export * from "./GetMarginalStats"; +export * from "./GetNumTrainingCases"; export * from "./GetPairwiseDistances"; export * from "./GetParams"; export * from "./GetSessionIndices";

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