@learnlab/datashop-logger/dist/index.mjs.map

TypeScript SDK for logging educational data to Carnegie Mellon's DataShop system

{"version":3,"sources":["../src/utils/SAIBuilder.ts","../src/utils/LogMessageBuilder.ts","../src/utils/guid.ts","../src/errors/DataShopLoggerError.ts","../src/DataShopLogger.ts"],"sourcesContent":["import type { SAI } from '../types';\n\nexport class SAIBuilder {\n  private selectionArray: string[] = [];\n  private actionArray: string[] = [];\n  private inputArray: string[] = [];\n\n  constructor(selection?: string | string[], action?: string | string[], input?: string | string[]) {\n    if (selection !== undefined) {\n      this.setSelection(selection);\n    }\n    if (action !== undefined) {\n      this.setAction(action);\n    }\n    if (input !== undefined) {\n      this.setInput(input);\n    }\n  }\n\n  setSelection(selection: string | string[]): SAIBuilder {\n    this.selectionArray = Array.isArray(selection) ? [...selection] : [selection];\n    return this;\n  }\n\n  setAction(action: string | string[]): SAIBuilder {\n    this.actionArray = Array.isArray(action) ? [...action] : [action];\n    return this;\n  }\n\n  setInput(input: string | string[]): SAIBuilder {\n    this.inputArray = Array.isArray(input) ? [...input] : [input];\n    return this;\n  }\n\n  build(): SAI {\n    return {\n      selection: this.selectionArray.length === 0 ? [] : this.selectionArray.length === 1 ? this.selectionArray[0]! : this.selectionArray,\n      action: this.actionArray.length === 0 ? [] : this.actionArray.length === 1 ? this.actionArray[0]! : this.actionArray,\n      input: this.inputArray.length === 0 ? [] : this.inputArray.length === 1 ? this.inputArray[0]! : this.inputArray,\n    };\n  }\n\n  toXMLString(): string {\n    let xml = '';\n\n    for (const selection of this.selectionArray) {\n      xml += `<selection>${this.escapeXML(selection)}</selection>`;\n    }\n\n    for (let i = 0; i < this.actionArray.length; i++) {\n      if (i === 0) {\n        xml += `<action>${this.escapeXML(this.actionArray[i]!)}`;\n      } else {\n        xml += `</action><action>${this.escapeXML(this.actionArray[i]!)}`;\n      }\n    }\n    if (this.actionArray.length > 0) {\n      xml += '</action>';\n    }\n\n    for (const input of this.inputArray) {\n      xml += `<input><![CDATA[${input}]]></input>`;\n    }\n\n    return xml;\n  }\n\n  private escapeXML(str: string): string {\n    return str\n      .replace(/&/g, '&amp;')\n      .replace(/</g, '&lt;')\n      .replace(/>/g, '&gt;')\n      .replace(/\"/g, '&quot;')\n      .replace(/'/g, '&apos;');\n  }\n}","import type { LogConfiguration, SAI, ActionEvaluation } from '../types';\nimport { SAIBuilder } from './SAIBuilder';\n\nexport class LogMessageBuilder {\n  private readonly xmlProlog = '<?xml version=\"1.0\" encoding=\"UTF-8\"?>';\n  private readonly DTDVersion = '4';\n  private customFields: Map<string, string | number | boolean> = new Map();\n\n  constructor(private configuration: LogConfiguration) {}\n\n  resetCustomFields(): void {\n    this.customFields.clear();\n  }\n\n  addCustomField(name: string, value: string | number | boolean): void {\n    this.customFields.set(name, value);\n  }\n\n  addCustomFields(fields?: Record<string, unknown>): void {\n    if (!fields) return;\n    \n    for (const [key, value] of Object.entries(fields)) {\n      if (value !== undefined && value !== null) {\n        this.addCustomField(key, String(value));\n      }\n    }\n  }\n\n  formatTimeStamp(date: Date): string {\n    return date.toISOString().replace('T', ' ').replace('Z', '');\n  }\n  \n  formatTimeStampOLI(date: Date): string {\n    // OLI format: YYYY/MM/DD HH:MM:SS\n    const year = date.getUTCFullYear();\n    const month = String(date.getUTCMonth() + 1).padStart(2, '0');\n    const day = String(date.getUTCDate()).padStart(2, '0');\n    const hours = String(date.getUTCHours()).padStart(2, '0');\n    const minutes = String(date.getUTCMinutes()).padStart(2, '0');\n    const seconds = String(date.getUTCSeconds()).padStart(2, '0');\n    \n    return `${year}/${month}/${day} ${hours}:${minutes}:${seconds}`;\n  }\n\n  createLogSessionStart(): string {\n    const now = new Date();\n    \n    // log_session_start is a self-closing element with attributes\n    let message = `${this.xmlProlog}<log_session_start `;\n    message += `timezone=\"UTC\" `;\n    message += `date_time=\"${this.formatTimeStampOLI(now)}\" `;\n    message += `auth_token=\"${this.configuration.auth_token || ''}\" `;\n    message += `session_id=\"${this.configuration.session_id || ''}\" `;\n    message += `user_guid=\"${this.configuration.user_guid || ''}\" `;\n    message += `class_id=\"\" treatment_id=\"\" assignment_id=\"\" info_type=\"tutor_message.dtd\"/>`;\n    \n    return message;\n  }\n\n  createContextMessage(): string {\n    const vars = this.configuration;\n    const now = new Date();\n    \n    let message = `<context_message context_message_id=\"${vars.context_message_id || ''}\" name=\"START_PROBLEM\">`;\n    \n    message += this.makeMetaElement(now);\n    \n    // Class element - always include it, even if empty\n    if (vars.class_name) {\n      message += '<class>';\n      message += `<name>${this.escapeXML(vars.class_name)}</name>`;\n      if (vars.school_name) message += `<school>${this.escapeXML(vars.school_name)}</school>`;\n      if (vars.period_name) message += `<period>${this.escapeXML(vars.period_name)}</period>`;\n      if (vars.class_description) message += `<description>${this.escapeXML(vars.class_description)}</description>`;\n      if (vars.instructor_name) message += `<instructor>${this.escapeXML(vars.instructor_name)}</instructor>`;\n      message += '</class>';\n    }\n    \n    // Dataset element\n    message += '<dataset>';\n    message += `<name><![CDATA[${vars.dataset_name || 'UnassignedDataset'}]]></name>`;\n    \n    // Build nested dataset levels\n    let levelContent = '';\n    let levelsFound = 0;\n    \n    // Check for all dataset levels (1-10 should be enough)\n    for (let i = 1; i <= 10; i++) {\n      const levelNameKey = `dataset_level_name${i}`;\n      const levelTypeKey = `dataset_level_type${i}`;\n      const levelName = vars[levelNameKey];\n      const levelType = vars[levelTypeKey];\n      \n      if (levelName && levelType) {\n        levelsFound++;\n        levelContent += `<level type=\"${this.escapeXML(String(levelType))}\">`;\n        levelContent += `<name><![CDATA[${String(levelName)}]]></name>`;\n      } else {\n        break;\n      }\n    }\n    \n    // Add problem element at the deepest level\n    if (levelsFound > 0) {\n      levelContent += '<problem tutorFlag=\"tutor\">';\n      levelContent += `<name><![CDATA[${vars.problem_name || ''}]]></name>`;\n      if (vars.problem_context) {\n        levelContent += `<context><![CDATA[${vars.problem_context}]]></context>`;\n      }\n      levelContent += '</problem>';\n      \n      // Close all level tags in reverse order\n      for (let i = 0; i < levelsFound; i++) {\n        levelContent += '</level>';\n      }\n      \n      message += levelContent;\n    } else {\n      // If no dataset levels defined, add problem directly under dataset\n      message += '<problem tutorFlag=\"tutor\">';\n      message += `<name><![CDATA[${vars.problem_name || ''}]]></name>`;\n      if (vars.problem_context) {\n        message += `<context><![CDATA[${vars.problem_context}]]></context>`;\n      }\n      message += '</problem>';\n    }\n    \n    message += '</dataset>';\n    \n    // Condition section (currently empty, but included for compatibility)\n    // In the future, this could support condition configurations\n    \n    // Custom fields (currently empty for context messages)\n    \n    message += '</context_message>';\n    \n    return message;\n  }\n\n  createSemanticEventToolMessage(\n    sai: SAI,\n    transactionID: string,\n    semanticEventName: string,\n    semanticEventSubtype?: string,\n    trigger?: string\n  ): string {\n    const saiBuilder = new SAIBuilder(sai.selection, sai.action, sai.input);\n    \n    let message = `<tool_message context_message_id=\"${this.configuration.context_message_id || ''}\">`;\n    message += this.makeMetaElement(new Date());\n    message += `<semantic_event transaction_id=\"${transactionID}\" name=\"${semanticEventName}\"`;\n    if (semanticEventSubtype) {\n      message += ` subtype=\"${semanticEventSubtype}\"`;\n    }\n    if (trigger) {\n      message += ` trigger=\"${trigger}\"`;\n    }\n    message += '/>';\n    message += `<event_descriptor>`;\n    message += saiBuilder.toXMLString();\n    message += `</event_descriptor>`;\n    \n    // Add custom fields (no wrapper, individual elements)\n    for (const [name, value] of this.customFields) {\n      message += `<custom_field><name>${this.escapeXML(name)}</name><value>${this.escapeXML(String(value))}</value></custom_field>`;\n    }\n    \n    message += `</tool_message>`;\n    \n    return message;\n  }\n\n  createTutorMessage(\n    sai: SAI,\n    transactionID: string,\n    semanticEventName: string,\n    evaluation: ActionEvaluation,\n    feedback: string,\n    semanticEventSubtype?: string,\n    skills?: Array<{ name: string; category?: string }>\n  ): string {\n    const saiBuilder = new SAIBuilder(sai.selection, sai.action, sai.input);\n    \n    let message = `<tutor_message context_message_id=\"${this.configuration.context_message_id || ''}\">`;\n    message += this.makeMetaElement(new Date());\n    message += `<semantic_event transaction_id=\"${transactionID}\" name=\"${semanticEventName}\"`;\n    if (semanticEventSubtype) {\n      message += ` subtype=\"${semanticEventSubtype}\"`;\n    }\n    message += '/>';\n    message += `<event_descriptor>`;\n    message += saiBuilder.toXMLString();\n    message += `</event_descriptor>`;\n    \n    // Action evaluation\n    message += '<action_evaluation';\n    if (evaluation.classification) {\n      message += ` classification=\"${evaluation.classification}\"`;\n    }\n    if (evaluation.currentHintNumber !== undefined) {\n      message += ` current_hint_number=\"${evaluation.currentHintNumber}\"`;\n    }\n    if (evaluation.totalHintsAvailable !== undefined) {\n      message += ` total_hints_available=\"${evaluation.totalHintsAvailable}\"`;\n    }\n    message += `>${evaluation.evaluation}</action_evaluation>`;\n    \n    // Tutor advice/feedback\n    if (feedback) {\n      message += `<tutor_advice>${feedback}</tutor_advice>`;\n    }\n    \n    // Skills/Knowledge Components\n    if (skills && skills.length > 0) {\n      message += '<skills>';\n      for (const skill of skills) {\n        message += '<skill>';\n        message += `<name>${this.escapeXML(skill.name)}</name>`;\n        if (skill.category) {\n          message += `<category>${this.escapeXML(skill.category)}</category>`;\n        }\n        message += '</skill>';\n      }\n      message += '</skills>';\n    }\n    \n    // Add custom fields (no wrapper, individual elements)\n    for (const [name, value] of this.customFields) {\n      message += `<custom_field><name>${this.escapeXML(name)}</name><value>${this.escapeXML(String(value))}</value></custom_field>`;\n    }\n    \n    message += `</tutor_message>`;\n    \n    return message;\n  }\n\n  wrapForDataShop(message: string): string {\n    // log_session_start messages should already have the wrapper from createLogSessionStart\n    if (message.includes('<log_session_start')) {\n      return message;\n    }\n    return `${this.xmlProlog}<tutor_related_message_sequence version_number=\"${this.DTDVersion}\">${message}</tutor_related_message_sequence>`;\n  }\n  \n  wrapForOLI(message: string): string {\n    const now = new Date();\n    const vars = this.configuration;\n    \n    // URL encode the inner message\n    const encodedMessage = encodeURIComponent(message);\n    \n    let wrapper = `${this.xmlProlog}<log_action `;\n    wrapper += `auth_token=\"${encodeURIComponent(vars.auth_token || '')}\" `;\n    wrapper += `session_id=\"${vars.session_id || ''}\" `;\n    wrapper += `action_id=\"EVALUATE_QUESTION\" `;\n    wrapper += `user_guid=\"\" `; // leave blank if not log_session_start\n    wrapper += `date_time=\"${this.formatTimeStampOLI(now)}\" `;\n    wrapper += `timezone=\"UTC\" `;\n    wrapper += `source_id=\"${vars.source_id || 'tutor'}\" `;\n    wrapper += `external_object_id=\"${vars.activity_context_guid || ''}\" `;\n    wrapper += `info_type=\"tutor_message.dtd\">`;\n    wrapper += encodedMessage;\n    wrapper += `</log_action>`;\n    \n    return wrapper;\n  }\n\n  private makeMetaElement(timestamp: Date): string {\n    let meta = '<meta>';\n    meta += `<user_id>${this.escapeXML(this.configuration.user_guid || '')}</user_id>`;\n    meta += `<session_id>${this.escapeXML(this.configuration.session_id || '')}</session_id>`;\n    meta += `<time>${this.formatTimeStamp(timestamp)} UTC</time>`;\n    meta += `<time_zone>UTC</time_zone>`;\n    meta += '</meta>';\n    return meta;\n  }\n\n  private escapeXML(str: string): string {\n    return str\n      .replace(/&/g, '&amp;')\n      .replace(/</g, '&lt;')\n      .replace(/>/g, '&gt;')\n      .replace(/\"/g, '&quot;')\n      .replace(/'/g, '&apos;');\n  }\n}","export function generateGUID(): string {\n  // Check for crypto.randomUUID in both global and globalThis contexts\n  const cryptoObj = (typeof globalThis !== 'undefined' && globalThis.crypto) || \n                    (typeof global !== 'undefined' && global.crypto) ||\n                    (typeof window !== 'undefined' && window.crypto);\n  \n  if (cryptoObj && cryptoObj.randomUUID) {\n    return cryptoObj.randomUUID();\n  }\n  \n  // Fallback for environments without crypto.randomUUID\n  return 'xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx'.replace(/[xy]/g, (c) => {\n    const r = (Math.random() * 16) | 0;\n    const v = c === 'x' ? r : (r & 0x3) | 0x8;\n    return v.toString(16);\n  });\n}\n\nexport function generateTransactionID(): string {\n  return `T${generateGUID()}`;\n}\n\nexport function generateContextMessageID(): string {\n  return `C${generateGUID()}`;\n}","export default class DataShopLoggerError extends Error {\n  public readonly code: string;\n  public readonly details?: unknown;\n\n  constructor(message: string, code: string, details?: unknown) {\n    super(message);\n    this.name = 'DataShopLoggerError';\n    this.code = code;\n    this.details = details;\n    \n    if (Error.captureStackTrace) {\n      Error.captureStackTrace(this, DataShopLoggerError);\n    }\n  }\n}\n\nexport class ConfigurationError extends DataShopLoggerError {\n  constructor(message: string, details?: unknown) {\n    super(message, 'CONFIGURATION_ERROR', details);\n    this.name = 'ConfigurationError';\n  }\n}\n\nexport class NetworkError extends DataShopLoggerError {\n  constructor(message: string, details?: unknown) {\n    super(message, 'NETWORK_ERROR', details);\n    this.name = 'NetworkError';\n  }\n}\n\nexport class ValidationError extends DataShopLoggerError {\n  constructor(message: string, details?: unknown) {\n    super(message, 'VALIDATION_ERROR', details);\n    this.name = 'ValidationError';\n  }\n}","import type {\n  IDataShopLogger,\n  LogConfiguration,\n  LoggingLibraryOptions,\n  SAI,\n  ActionEvaluation,\n  Skill,\n  LogAttemptParams,\n  LogAttemptSAIParams,\n  LogHintRequestParams,\n  LogResponseParams,\n  LogResponseSAIParams,\n  LogHintResponseParams,\n  ResetParams,\n  SetLogFormatParams,\n  SetLoggingURLParams,\n  SetContextNameParams,\n  SetContextMessageIDParams,\n  SetUserIDParams,\n  SetProblemNameParams,\n  SetProblemContextParams,\n  SetDatasetNameParams,\n  SetSchoolParams,\n  SetPeriodParams,\n  SetInstructorParams,\n  SetDescriptionParams,\n  SetLogClassNameParams,\n  SetDatasetLevelNameParams,\n  SetDatasetLevelTypeParams,\n  SetUseSessionLogParams,\n  SetLogListenerParams,\n} from \"./types\";\nimport { LogMessageBuilder } from \"./utils/LogMessageBuilder\";\nimport {\n  generateGUID,\n  generateTransactionID,\n  generateContextMessageID,\n} from \"./utils/guid\";\nimport { ConfigurationError, NetworkError } from \"./errors/DataShopLoggerError\";\n\nexport class DataShopLogger implements IDataShopLogger {\n  private configuration: LogConfiguration;\n  private logFormat: \"DATASHOP\" | \"XAPI\" = \"DATASHOP\";\n  private useSessionLog: boolean = true;\n  private lastTransactionID: string = \"\";\n  private lastSAI: SAI | null = null;\n  private messageBuilder: LogMessageBuilder;\n  private logListener?: (message: string) => void;\n\n  // Default values\n  private readonly defaultConfiguration: Partial<LogConfiguration> = {\n    dataset_name: \"UnassignedDataset\",\n    source_id: \"tutor\",\n  };\n\n  constructor(options?: LoggingLibraryOptions) {\n    this.configuration = {\n      ...this.defaultConfiguration,\n      ...options?.configuration,\n    };\n\n    if (options?.logFormat) {\n      this.logFormat = options.logFormat;\n    }\n\n    if (options?.useSessionLog !== undefined) {\n      this.useSessionLog = options.useSessionLog;\n    }\n\n    this.messageBuilder = new LogMessageBuilder(this.configuration);\n    this.initializeSession();\n  }\n\n  private initializeSession(): void {\n    if (!this.configuration.session_id) {\n      this.configuration.session_id = `ctat_session_${generateGUID()}`;\n    }\n\n    if (!this.configuration.context_message_id) {\n      this.configuration.context_message_id = generateContextMessageID();\n    }\n\n    if (!this.configuration.user_guid) {\n      this.configuration.user_guid = generateGUID();\n    }\n  }\n\n  start(): string {\n    this.initializeSession();\n\n    if (this.useSessionLog) {\n      const sessionStartMessage = this.messageBuilder.createLogSessionStart();\n      this.sendMessage(sessionStartMessage);\n    }\n\n    const contextMessage = this.messageBuilder.createContextMessage();\n    this.sendMessage(contextMessage);\n\n    return this.configuration.session_id!;\n  }\n\n  resume(sessionId: string): void {\n    // Resume an existing session without sending log_session_start\n    this.configuration.session_id = sessionId;\n    \n    // Only send context message when resuming\n    const contextMessage = this.messageBuilder.createContextMessage();\n    this.sendMessage(contextMessage);\n  }\n\n  // New object-based API\n  reset(params: ResetParams): void;\n  // Backward compatibility overload\n  reset(configuration?: LogConfiguration): void;\n  // Implementation\n  reset(paramsOrConfig?: ResetParams | LogConfiguration): void {\n    let config: LogConfiguration | undefined;\n\n    // Check if using new object-based API\n    if (\n      paramsOrConfig &&\n      typeof paramsOrConfig === \"object\" &&\n      \"configuration\" in paramsOrConfig\n    ) {\n      config = (paramsOrConfig as ResetParams).configuration;\n    }\n    // Backward compatibility\n    else {\n      config = paramsOrConfig as LogConfiguration | undefined;\n    }\n\n    this.configuration = {\n      ...this.defaultConfiguration,\n      ...config,\n    };\n    this.messageBuilder = new LogMessageBuilder(this.configuration);\n    this.initializeSession();\n  }\n\n  // New object-based API methods\n  logInterfaceAttempt(params: LogAttemptParams): string;\n  // Backward compatibility overload\n  logInterfaceAttempt(\n    selection: string | string[],\n    action: string | string[],\n    input: string | string[],\n    customFields?: Record<string, unknown>\n  ): string;\n  // Implementation\n  logInterfaceAttempt(\n    paramsOrSelection: LogAttemptParams | string | string[],\n    action?: string | string[],\n    input?: string | string[],\n    customFields?: Record<string, unknown>\n  ): string {\n    // Check if using new object-based API\n    if (\n      typeof paramsOrSelection === \"object\" &&\n      !Array.isArray(paramsOrSelection) &&\n      \"selection\" in paramsOrSelection\n    ) {\n      const params = paramsOrSelection;\n      const sai: SAI = {\n        selection: params.selection,\n        action: params.action,\n        input: params.input,\n      };\n      return this.logInterfaceAttemptSAI({\n        sai,\n        customFields: params.customFields,\n      });\n    }\n    // Backward compatibility: old positional parameters\n    else {\n      const sai: SAI = {\n        selection: paramsOrSelection,\n        action: action!,\n        input: input!,\n      };\n      return this.logInterfaceAttemptSAI({ sai, customFields });\n    }\n  }\n\n  // New object-based API\n  logInterfaceAttemptSAI(params: LogAttemptSAIParams): string;\n  // Backward compatibility overload\n  logInterfaceAttemptSAI(\n    sai: SAI,\n    customFields?: Record<string, unknown>\n  ): string;\n  // Implementation\n  logInterfaceAttemptSAI(\n    paramsOrSai: LogAttemptSAIParams | SAI,\n    customFields?: Record<string, unknown>\n  ): string {\n    let sai: SAI;\n    let fields: Record<string, unknown> | undefined;\n\n    // Check if using new object-based API\n    if (\"sai\" in paramsOrSai) {\n      sai = paramsOrSai.sai;\n      fields = paramsOrSai.customFields;\n    }\n    // Backward compatibility: old API\n    else {\n      sai = paramsOrSai;\n      fields = customFields;\n    }\n\n    const transactionID = generateTransactionID();\n    this.lastTransactionID = transactionID;\n    this.lastSAI = sai;\n\n    this.messageBuilder.resetCustomFields();\n    this.messageBuilder.addCustomFields(fields);\n    this.messageBuilder.addCustomField(\n      \"tool_event_time\",\n      this.messageBuilder.formatTimeStamp(new Date()) + \" UTC\"\n    );\n\n    const message = this.messageBuilder.createSemanticEventToolMessage(\n      sai,\n      transactionID,\n      \"ATTEMPT\",\n      undefined,\n      undefined\n    );\n\n    this.sendMessage(message);\n    return transactionID;\n  }\n\n  // New object-based API\n  logInterfaceHintRequest(params: LogHintRequestParams): string;\n  // Backward compatibility overload\n  logInterfaceHintRequest(\n    selection: string | string[],\n    action: string | string[],\n    input: string | string[],\n    customFields?: Record<string, unknown>\n  ): string;\n  // Implementation\n  logInterfaceHintRequest(\n    paramsOrSelection: LogHintRequestParams | string | string[],\n    action?: string | string[],\n    input?: string | string[],\n    customFields?: Record<string, unknown>\n  ): string {\n    let sai: SAI;\n    let fields: Record<string, unknown> | undefined;\n\n    // Check if using new object-based API\n    if (\n      typeof paramsOrSelection === \"object\" &&\n      !Array.isArray(paramsOrSelection) &&\n      \"selection\" in paramsOrSelection\n    ) {\n      const params = paramsOrSelection;\n      sai = {\n        selection: params.selection,\n        action: params.action,\n        input: params.input,\n      };\n      fields = params.customFields;\n    }\n    // Backward compatibility: old positional parameters\n    else {\n      sai = {\n        selection: paramsOrSelection,\n        action: action!,\n        input: input!,\n      };\n      fields = customFields;\n    }\n\n    const transactionID = generateTransactionID();\n    this.lastTransactionID = transactionID;\n\n    this.messageBuilder.resetCustomFields();\n    this.messageBuilder.addCustomFields(fields);\n    this.messageBuilder.addCustomField(\n      \"tool_event_time\",\n      this.messageBuilder.formatTimeStamp(new Date()) + \" UTC\"\n    );\n\n    const message = this.messageBuilder.createSemanticEventToolMessage(\n      sai,\n      transactionID,\n      \"HINT_REQUEST\",\n      undefined,\n      undefined\n    );\n\n    this.sendMessage(message);\n    return transactionID;\n  }\n\n  // New object-based API\n  logHintResponse(params: LogHintResponseParams): void;\n  // Backward compatibility overload\n  logHintResponse(\n    transactionID: string,\n    selection: string | string[],\n    action: string | string[],\n    input: string | string[],\n    currentHintNumber: number,\n    totalHintsAvailable: number,\n    hintText: string,\n    customFields?: Record<string, unknown>\n  ): void;\n  // Implementation\n  logHintResponse(\n    paramsOrTransactionID: LogHintResponseParams | string,\n    selection?: string | string[],\n    action?: string | string[],\n    input?: string | string[],\n    currentHintNumber?: number,\n    totalHintsAvailable?: number,\n    hintText?: string,\n    customFields?: Record<string, unknown>\n  ): void {\n    // Check if using new object-based API\n    if (\n      typeof paramsOrTransactionID === \"object\" &&\n      \"transactionId\" in paramsOrTransactionID\n    ) {\n      const params = paramsOrTransactionID;\n      const evaluation: ActionEvaluation = {\n        evaluation: \"HINT\",\n        currentHintNumber: params.currentHintNumber,\n        totalHintsAvailable: params.totalHintsAvailable,\n      };\n\n      this.logResponse({\n        transactionId: params.transactionId,\n        selection: params.selection,\n        action: params.action,\n        input: params.input,\n        semanticName: \"HINT_MSG\",\n        evaluation,\n        advice: params.hintText,\n        customFields: params.customFields,\n      });\n    }\n    // Backward compatibility: old positional parameters\n    else {\n      const evaluation: ActionEvaluation = {\n        evaluation: \"HINT\",\n        currentHintNumber: currentHintNumber!,\n        totalHintsAvailable: totalHintsAvailable!,\n      };\n\n      this.logResponse({\n        transactionId: paramsOrTransactionID,\n        selection: selection!,\n        action: action!,\n        input: input!,\n        semanticName: \"HINT_MSG\",\n        evaluation,\n        advice: hintText!,\n        customFields,\n      });\n    }\n  }\n\n  // New object-based API\n  logResponse(params: LogResponseParams): void;\n  // Backward compatibility overload\n  logResponse(\n    transactionID: string,\n    selection: string | string[],\n    action: string | string[],\n    input: string | string[],\n    semanticName: string,\n    evaluation: string | ActionEvaluation,\n    advice: string,\n    customFields?: Record<string, unknown>,\n    skills?: Skill[]\n  ): void;\n  // Implementation\n  logResponse(\n    paramsOrTransactionID: LogResponseParams | string,\n    selection?: string | string[],\n    action?: string | string[],\n    input?: string | string[],\n    semanticName?: string,\n    evaluation?: string | ActionEvaluation,\n    advice?: string,\n    customFields?: Record<string, unknown>,\n    skills?: Skill[]\n  ): void {\n    // Check if using new object-based API\n    if (\n      typeof paramsOrTransactionID === \"object\" &&\n      \"transactionId\" in paramsOrTransactionID\n    ) {\n      const params = paramsOrTransactionID;\n      const sai: SAI = {\n        selection: params.selection,\n        action: params.action,\n        input: params.input,\n      };\n      this.logResponseSAI({\n        transactionId: params.transactionId,\n        sai,\n        semanticName: params.semanticName,\n        evaluation: params.evaluation,\n        advice: params.advice,\n        customFields: params.customFields,\n        skills: params.skills,\n      });\n    }\n    // Backward compatibility: old positional parameters\n    else {\n      const sai: SAI = {\n        selection: selection!,\n        action: action!,\n        input: input!,\n      };\n      this.logResponseSAI({\n        transactionId: paramsOrTransactionID,\n        sai,\n        semanticName: semanticName!,\n        evaluation: evaluation!,\n        advice: advice!,\n        customFields,\n        skills,\n      });\n    }\n  }\n\n  // New object-based API\n  logResponseSAI(params: LogResponseSAIParams): void;\n  // Backward compatibility overload\n  logResponseSAI(\n    transactionID: string,\n    sai: SAI,\n    semanticName: string,\n    evaluation: string | ActionEvaluation,\n    advice: string,\n    customFields?: Record<string, unknown>,\n    skills?: Skill[]\n  ): void;\n  // Implementation\n  logResponseSAI(\n    paramsOrTransactionID: LogResponseSAIParams | string,\n    sai?: SAI,\n    semanticName?: string,\n    evaluation?: string | ActionEvaluation,\n    advice?: string,\n    customFields?: Record<string, unknown>,\n    skills?: Skill[]\n  ): void {\n    let actualParams: LogResponseSAIParams;\n\n    // Check if using new object-based API\n    if (\n      typeof paramsOrTransactionID === \"object\" &&\n      \"sai\" in paramsOrTransactionID\n    ) {\n      actualParams = paramsOrTransactionID;\n    }\n    // Backward compatibility\n    else {\n      actualParams = {\n        transactionId: paramsOrTransactionID,\n        sai: sai!,\n        semanticName: semanticName!,\n        evaluation: evaluation!,\n        advice: advice!,\n        customFields,\n        skills,\n      };\n    }\n\n    const evalObj: ActionEvaluation =\n      typeof actualParams.evaluation === \"string\"\n        ? {\n            evaluation:\n              actualParams.evaluation as ActionEvaluation[\"evaluation\"],\n          }\n        : actualParams.evaluation;\n\n    this.lastSAI = actualParams.sai;\n\n    this.messageBuilder.resetCustomFields();\n    this.messageBuilder.addCustomFields(actualParams.customFields);\n    this.messageBuilder.addCustomField(\n      \"tutor_event_time\",\n      this.messageBuilder.formatTimeStamp(new Date()) + \" UTC\"\n    );\n\n    const formattedFeedback = actualParams.advice\n      ? `<![CDATA[${actualParams.advice}]]>`\n      : \"\";\n\n    const message = this.messageBuilder.createTutorMessage(\n      actualParams.sai,\n      actualParams.transactionId || this.lastTransactionID,\n      actualParams.semanticName,\n      evalObj,\n      formattedFeedback,\n      undefined,\n      actualParams.skills\n    );\n\n    this.sendMessage(message);\n  }\n\n  private sendMessage(message: string): void {\n    if (this.logFormat === \"DATASHOP\") {\n      let finalMessage: string;\n      \n      // Wrap message for OLI format unless it's a log_session_start message\n      if (message.includes('<log_session_start')) {\n        // log_session_start messages are sent as-is\n        finalMessage = message;\n      } else {\n        // Other messages need to be wrapped in tutor_related_message_sequence and then in log_action\n        const wrappedMessage = this.messageBuilder.wrapForDataShop(message);\n        finalMessage = this.messageBuilder.wrapForOLI(wrappedMessage);\n      }\n\n      if (!this.configuration.log_service_url) {\n        throw new ConfigurationError(\"log_service_url is not configured\");\n      }\n\n      // Use sendBeacon if available, otherwise fall back to fetch\n      if (typeof navigator !== \"undefined\" && navigator.sendBeacon) {\n        navigator.sendBeacon(\n          this.configuration.log_service_url,\n          finalMessage\n        );\n      } else if (typeof fetch !== \"undefined\") {\n        // Non-blocking fetch for Node.js or modern browsers\n        // Use text/plain to match sendBeacon behavior\n        fetch(this.configuration.log_service_url, {\n          method: \"POST\",\n          body: finalMessage,\n          headers: {\n            \"Content-Type\": \"text/plain\",\n          },\n          keepalive: true,\n        }).catch(() => {\n          // Silently fail - DataShop logging should not break the application\n        });\n      } else {\n        throw new NetworkError(\"No suitable method for sending log messages\");\n      }\n\n      // Call log listener if registered\n      if (this.logListener) {\n        this.logListener(finalMessage);\n      }\n    } else {\n      throw new ConfigurationError(`Unsupported log format: ${this.logFormat}`);\n    }\n  }\n\n  // Configuration methods with object parameters\n  setLogFormat(params: SetLogFormatParams): void {\n    this.logFormat = params.format;\n  }\n\n  getLogFormat(): \"DATASHOP\" | \"XAPI\" {\n    return this.logFormat;\n  }\n\n  setLoggingURL(params: SetLoggingURLParams): void {\n    this.configuration.log_service_url = params.url;\n  }\n\n  setLoggingURLQA(): void {\n    this.setLoggingURL({ url: \"https://pslc-qa.andrew.cmu.edu/log/server\" });\n  }\n\n  setLoggingURLProduction(): void {\n    this.setLoggingURL({ url: \"https://learnlab.web.cmu.edu/log/server\" });\n  }\n\n  setContextName(params: SetContextNameParams): void {\n    this.configuration.context_name = params.name;\n  }\n\n  getContextName(): string {\n    return (this.configuration.context_name || \"START_PROBLEM\") as string;\n  }\n\n  setContextMessageID(params: SetContextMessageIDParams): void {\n    this.configuration.context_message_id = params.id;\n  }\n\n  getContextMessageID(): string {\n    return this.configuration.context_message_id || \"\";\n  }\n\n  setUserID(params: SetUserIDParams): void {\n    this.configuration.user_guid = params.id;\n  }\n\n  setProblemName(params: SetProblemNameParams): void {\n    this.configuration.problem_name = params.name;\n  }\n\n  setProblemContext(params: SetProblemContextParams): void {\n    this.configuration.problem_context = params.context;\n  }\n\n  setDatasetName(params: SetDatasetNameParams): void {\n    this.configuration.dataset_name = params.name;\n  }\n\n  setSchool(params: SetSchoolParams): void {\n    this.configuration.school_name = params.school;\n  }\n\n  setPeriod(params: SetPeriodParams): void {\n    this.configuration.period_name = params.period;\n  }\n\n  setInstructor(params: SetInstructorParams): void {\n    this.configuration.instructor_name = params.instructor;\n  }\n\n  setDescription(params: SetDescriptionParams): void {\n    this.configuration.class_description = params.description;\n  }\n\n  setLogClassName(params: SetLogClassNameParams): void {\n    this.configuration.class_name = params.className;\n  }\n\n  setDatasetLevelName(params: SetDatasetLevelNameParams): void {\n    this.configuration[`dataset_level_name${params.level}`] = params.name;\n  }\n\n  setDatasetLevelType(params: SetDatasetLevelTypeParams): void {\n    this.configuration[`dataset_level_type${params.level}`] = params.type;\n  }\n\n  setUseSessionLog(params: SetUseSessionLogParams): void {\n    this.useSessionLog = params.use;\n  }\n\n  getLastSAI(): SAI | null {\n    return this.lastSAI;\n  }\n\n  getSessionId(): string | undefined {\n    return this.configuration.session_id;\n  }\n\n  getUserGuid(): string | undefined {\n    return this.configuration.user_guid;\n  }\n\n  getContextMessageId(): string | undefined {\n    return this.configuration.context_message_id;\n  }\n\n  endSession(): void {\n    // Generate new session for next use\n    this.configuration.session_id = `ctat_session_${generateGUID()}`;\n  }\n\n  setLogListener(params: SetLogListenerParams): void {\n    this.logListener = params.listener;\n  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