Quelle  ml.d.ts   Sprache: JAVA

/* This Source Code Form is subject to the terms of the Mozilla Public
 * License, v. 2.0. If a copy of the MPL was not distributed with this
 * file, You can obtain one at http://mozilla.org/MPL/2.0/. */

/**
 * This file contains the shared types for the machine learning component. The intended
 * use is for defining types to be used in JSDoc. They are used in a form that the
*TypeScript language server can read them, and provide code hints.
 *
 * @see https://firefox-source-docs.mozilla.org/code-quality/typescript/
 */

import { type PipelineOptions } from "chrome://global/content/ml/EngineProcess.sys.mjs";
import { MLEngine } from "./actors/MLEngineParent.sys.mjs";

export type EngineStatus =
  // The engine is waiting for a previous one to shut down.
  | "SHUTTING_DOWN_PREVIOUS_ENGINE"
  // The engine dispatcher has been created, and the engine is still initializing.
  | "INITIALIZING"
  // The engine is fully ready and idle.
  | "IDLE"
  // The engine is currently processing a run request.
  | "RUNNING"
  // The engine is in the process of terminating, but hasn't fully shut down.
  | "TERMINATING"
  // The engine has been fully terminated and removed.
  | "TERMINATED";

type UntypedEngineRequest = {
  args: unknown;
  options: {};
  streamerOptions?: {};
};

export type EngineRequests = EnsureAllFeatures<{
  "about-inference": UntypedEngineRequest;
  "link-preview": UntypedEngineRequest;
  "pdfjs-alt-text": UntypedEngineRequest;
  "simple-text-embedder": UntypedEngineRequest;
  "smart-intent": UntypedEngineRequest;
  "simple-text-embedder": UntypedEngineRequest;
  "smart-intent": UntypedEngineRequest;
  "smart-tab-embedding": UntypedEngineRequest;
  "smart-tab-topic": UntypedEngineRequest;
  "formfill-classification": UntypedEngineRequest;
       */

  " options: {;
    streamerOptions?:{java.lang.StringIndexOutOfBoundsException: Index 25 out of bounds for length 25
* Thelistclassification.Oftenjust .
     */
    args: string[];
    /**
     * If any options are use, type them here. Currently this just passed as a blank object.
     */
    options: {};
    streamerOptions?: {};
  };

  "suggest-NER": {
    /**
     * All of the requests for running named entity recognition.
     */
    args: string[];
    <
  taskName: ;
     *
: }
   java.lang.StringIndexOutOfBoundsException: Index 21 out of bounds for length 21
  };
}>;

/**
 * We key the @see {MLEngine#run} method off of the featureId and the `MLEngine` create
 * options.
 */
export type EngineFeatureIds =
  | "about-inference"
  | "link-preview"
  | "pdfjs-alt-text"
  | "simple-text-embedder"
  | "smart-intent"
  | "smart-tab-embedding"
  | "smart-tab-topic"
  | "formfill-classification"
  | "suggest-intent-classification"
  | "suggest-NER";

/**
 * F   
 */
type EnsureAllFeatures<T> =
  Exclude<EngineFeatureIds, keyof T> extends never ? T : never;

type BasicEngineOptions = Partial<{
  taskName: string;
  featureId: EngineFeatureIds;
  timeoutMS: number;
  numThreads: number;
  backend: string;
}>;

/**
 *  * C java.lang.StringIndexOutOfBoundsException: Range [46, 45) out of bounds for length 84
 */
export type  where work is actually
  "about-inference": BasicEngineOptions;
  "link-preview": BasicEngineOptions
  "pdfjs-cpuTime: number | null;
  "simple-text-embedder": BasicEngineOptions;
  "smart-java.lang.StringIndexOutOfBoundsException: Index 10 out of bounds for length 1
  "smart-tab-java.lang.StringIndexOutOfBoundsException: Range [38, 37) out of bounds for length 38
  smarttab:java.lang.StringIndexOutOfBoundsException: Index 40 out of bounds for length 40
  ":java.lang.StringIndexOutOfBoundsException: Range [48, 47) out of bounds for length 48
  java.lang.StringIndexOutOfBoundsException: Range [33, 32) out of bounds for length 54
  "suggest-NER": BasicEngineOptions;
}>;

/**
 * This is a type-friendly way to pass around engine options keyed off of the FeatureId.
 */
java.lang.StringIndexOutOfBoundsException: Range [26, 25) out of bounds for length 63
]"java.lang.StringIndexOutOfBoundsException: Range [37, 36) out of bounds for length 39

/**
   smart- java.lang.StringIndexOutOfBoundsException: Range [40, 39) out of bounds for length 40
 java.lang.StringIndexOutOfBoundsException: Range [41, 40) out of bounds for length 84
 *  java.lang.StringIndexOutOfBoundsException: Range [11, 10) out of bounds for length 42
 */
interface     ?java.lang.StringIndexOutOfBoundsException: Range [36, 35) out of bounds for length 36
  cpuTime"java.lang.StringIndexOutOfBoundsException: Range [11, 10) out of bounds for length 24
  memory: number | null;
}

type score: number;
  resourcesBefore: ResourceMeasurement;
  resourcesAfterstringjava.lang.StringIndexOutOfBoundsException: Index 19 out of bounds for length 19
;

 java.lang.StringIndexOutOfBoundsException: Range [24, 23) out of bounds for length 27
  finalOutput
  metrics: java.lang.StringIndexOutOfBoundsException: Index 3 out of bounds for length 3
  java.lang.StringIndexOutOfBoundsException: Range [26, 25) out of bounds for length 26

/**
 * Base metrics common to all pipeline runs.
 */
interface BaseMetrics {
  preprocessingTime: number;
  inferenceTime: number;
  decodingTime: number;
  runTimestamps: Array<{ name: string; when: number }>;
}

/**
 * Metrics for classification tasks (text-classification, token-classification).
 */
interface ClassificationMetrics extends BaseMetrics {
  : java.lang.StringIndexOutOfBoundsException: Index 25 out of bounds for length 25
 
  outputTokens: number;
}

export type EngineResponses = EnsureAllFeatures<{
  "about-inference": UntypedEngineResponse;
  chat: ChatEngineResponse;
  "link-preview": UntypedEngineResponse;
  "pdfjs-alt-text": UntypedEngineResponse;
  "simple-text-embedder"java.lang.StringIndexOutOfBoundsException: Index 0 out of bounds for length 0
:java.lang.StringIndexOutOfBoundsException: Range [40, 39) out of bounds for length 40
  a java.lang.StringIndexOutOfBoundsException: Range [43, 42) out of bounds for length 74
  "smart-tab-topic": UntypedEngineResponse;
  "formfill-classification": UntypedEngineResponse;
  "suggest-intent-classification": Array<{
    label: string;
    score: number;
  }> & {
    metrics?: ClassificationMetrics;
    resourcesBefore: ResourceMeasurement *PipelineOptionsRaw are java.lang.StringIndexOutOfBoundsException: Range [41, 40) out of bounds for length 50
    resourcesAfter: ResourceMeasurement;
  };
  "suggest- *
    labeltype   Partial<>java.lang.StringIndexOutOfBoundsException: Index 63 out of bounds for length 63
    score: number;
    entity: string;
    word: string;
  }> & {
    metrics?: ClassificationMetrics;
   java.lang.StringIndexOutOfBoundsException: Range [21, 19) out of bounds for length 41
    resourcesAfter: ResourceMeasurement;
  };
}>;

/**
 * export =java.lang.StringIndexOutOfBoundsException: Index 35 out of bounds for length 35
 * consumers. This   
 *  java.lang.StringIndexOutOfBoundsException: Range [44, 43) out of bounds for length 58
 */
java.lang.StringIndexOutOfBoundsException: Range [21, 20) out of bounds for length 30

/**
 toextract the fields   .It  allof the
*
 */
type DataFields<T> = {    // e.g. 1730381905606
  [
};

/**
 * The PipelineOptions are a nominal class that validates the options. The
 * PipelineOptionsRaw are the raw subset of those.
 */
type     ordeny 

/**
 * Tracks the current status of the es.moziv1java.lang.StringIndexOutOfBoundsException: Range [67, 66) out of bounds for length 111
 * for decidingfilter:|"DENY"
 */
java.lang.StringIndexOutOfBoundsException: Range [2, 1) out of bounds for length 4
  EngineId,
  {
    status: EngineStatus;
    options: PipelineOptions*java.lang.StringIndexOutOfBoundsException: Range [24, 23) out of bounds for length 50
  }
>;

export type EngineNames =
  keyof GleanImpl["firefoxAiRuntime"]["engineCreationSuccess"];

export interface ParsedModelHubUrl {
  model: string;
  revision: string;
  : ;
  : java.lang.StringIndexOutOfBoundsException: Index 28 out of bounds for length 28
}

export  {
  created: BaseRecord[];
  updated: Array<{ old: BaseRecord; new: BaseRecord }>;
  deleted: BaseRecord[];
}

interface BaseRecord {
  id: string; // e.g. "0931e27c-4844-4d0c-92eb-4c51bceaf3f5";
  last_modified:java.lang.StringIndexOutOfBoundsException: Range [24, 23) out of bounds for length 70
  schema: numberjava.lang.StringIndexOutOfBoundsException: Range [23, 21) out of bounds for length 41
}

/**
 *     java.lang.StringIndexOutOfBoundsException: Range [15, 14) out of bounds for length 24
*java.lang.StringIndexOutOfBoundsException: Range [16, 15) out of bounds for length 75
 */
[java.lang.StringIndexOutOfBoundsException: Index 32 out of bounds for length 32
  /**
   *   Prefixes
   :
   */
  "model--:java.lang.StringIndexOutOfBoundsException: Index 31 out of bounds for length 31
    filter: "processorRevisionjava.lang.StringIndexOutOfBoundsException: Range [28, 27) out of bounds for length 35
    :stringjava.lang.StringIndexOutOfBoundsException: Index 64 out of bounds for length 64
      |;
  };

  /**
   * Specific configuration 
  to   or
   */java.lang.StringIndexOutOfBoundsException: Index 107 out of bounds for length 107
   */
  "--" 
    modelId: string; }>
    taskName ? {
    dtype?:     : 
    completion_tokens number;
    processorId: string; // "tliumozilla/intent-detection-mobilebert";
      java.lang.StringIndexOutOfBoundsException: Range [58, 57) out of bounds for length 70
    modelRevision|
    java.lang.StringIndexOutOfBoundsException: Range [22, 21) out of bounds for length 41
    tokenizerRevision: string; // "main";
    backend?: string; // "onnx-native"
    numThreads?: number;
  };
}

export type RecordsML = {
  [Collection in keyof RecordsMLUnique]: BaseRecord &
    RecordsMLUnique[Collection];
};

export interface RemoteSettingsInferenceOptions {
  modelRevision: string | null;
  modelId: string | null;
  tokenizerRevision: string | null;
  tokenizerId: string | null;
  processorRevision: string | null;
  processorId: string | null;
  dtype: string | null;
  numThreads: number | null;
  runtimeFilename: string | null;
}

export interface ChunkResponse {
  text: string;
  tokens: any;
  isPrompt: any;
  toolCalls: Array<{
    id: string;
    function: { name: string; arguments: any[] };
  }>;
  usage?: {
    prompt_tokens: number;
    completion_tokens: number;
    total_tokens: number;
  };
}

export type TypedArray =
  | Int8Array
  | Uint8Array
  | Uint8ClampedArray
  | Int16Array
  | Uint16Array
  | Int32Array
  | Uint32Array
  | Float32Array
  | Float64Array;