175 lines
16 KiB
JavaScript
175 lines
16 KiB
JavaScript
import { defaultError, defaultFilters, testFilters, transformObjectWithOptions, DEFAULT_NETWORK_OPTIONS } from './async-iterator.js';
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import { run } from './commands/run.js';
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import { createCacheProvider, DEFAULT_CACHE_CONFIG } from './iterator-cache.js';
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const dummyLogger = {
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info: () => { },
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warn: () => { },
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error: () => { }
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};
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export const removeEmptyObjects = (obj) => {
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if (obj === null || obj === undefined)
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return obj;
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for (const key in obj) {
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const val = obj[key];
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if (val === null || val === undefined)
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continue;
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if (typeof val === 'object' ||
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(key == 'value' && typeof val === 'number' && val === 0 || key == 'base64')) {
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obj[key] = removeEmptyObjects(obj[key]);
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if (Object.keys(obj[key]).length === 0) {
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delete obj[key];
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}
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}
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}
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return obj;
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};
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export function createLLMTransformer(options, logger = dummyLogger, cacheConfig) {
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const mergedCacheConfig = { ...DEFAULT_CACHE_CONFIG, ...cacheConfig };
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const cacheProvider = createCacheProvider(mergedCacheConfig);
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return async (input, jsonPath) => {
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logger.info(`Transforming field at path: ${jsonPath}`);
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logger.info(`Input: ${input}`);
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logger.info(`Using prompt: ${options.prompt}`);
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const kbotTask = {
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...options,
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prompt: `${options.prompt}\n\nText to transform: "${input}"`,
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};
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const cacheKeyObj = removeEmptyObjects({
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prompt: kbotTask.prompt,
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model: kbotTask.model,
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router: kbotTask.router,
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mode: kbotTask.mode,
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filters: [],
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tools: []
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});
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try {
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if (mergedCacheConfig.enabled) {
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const cachedResponse = await cacheProvider.get(cacheKeyObj, 'llm-responses');
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if (cachedResponse?.content) {
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logger.info(`Using cached LLM response for prompt: ${kbotTask.prompt.substring(0, 100)}...`);
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return cachedResponse.content;
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}
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}
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const results = await run(kbotTask);
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if (results && results.length > 0 && typeof results[0] === 'string') {
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const result = results[0].trim();
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if (mergedCacheConfig.enabled) {
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await cacheProvider.set(cacheKeyObj, 'llm-responses', { content: result }, { expiration: mergedCacheConfig.expiration });
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logger.info(`Cached LLM response for prompt: ${kbotTask.prompt.substring(0, 100)}...`);
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}
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logger.info(`Result: ${result}`);
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return result;
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}
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logger.warn(`No valid result received for ${jsonPath}, returning original`);
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return input;
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}
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catch (error) {
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logger.error(`Error calling LLM API: ${error.message}`, error);
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return input;
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}
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};
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}
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export function createIterator(obj, optionsMixin, globalOptions = {}) {
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const { network = {}, errorCallback = defaultError, filterCallback = testFilters(defaultFilters()), transformerFactory, logger = dummyLogger, cacheConfig, onTransform, onTransformed } = globalOptions;
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const networkOptions = {
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...DEFAULT_NETWORK_OPTIONS,
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...network
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};
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const mergedCacheConfig = { ...DEFAULT_CACHE_CONFIG, ...cacheConfig };
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const cacheProvider = createCacheProvider(mergedCacheConfig);
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const objCacheNamespace = 'transformed-objects';
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const defaultTransformerFactory = (options) => {
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return async (input) => input;
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};
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const createTransformer = transformerFactory || defaultTransformerFactory;
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const createObjectCacheKey = (data, mappings) => {
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return removeEmptyObjects({
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data: JSON.stringify(data),
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mappings: mappings.map(m => ({
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jsonPath: m.jsonPath,
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targetPath: m.targetPath,
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options: {
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model: optionsMixin.model,
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router: optionsMixin.router,
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mode: optionsMixin.mode,
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prompt: m.options?.prompt
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}
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}))
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});
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};
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const deepMerge = (target, source) => {
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for (const key in source) {
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if (source[key] && typeof source[key] === 'object' && !Array.isArray(source[key])) {
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if (!target[key])
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target[key] = {};
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deepMerge(target[key], source[key]);
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}
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else {
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target[key] = source[key];
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}
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}
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};
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return {
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createTransformer,
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transform: async (mappings) => {
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// *** Object Cache Check (Start) ***
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let objectCacheKey;
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if (mergedCacheConfig.enabled) {
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objectCacheKey = createObjectCacheKey(obj, mappings);
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const cachedObject = await cacheProvider.get(objectCacheKey, objCacheNamespace);
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if (cachedObject?.content) {
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logger.info('Using cached transformed object');
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Object.keys(obj).forEach(key => delete obj[key]);
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deepMerge(obj, cachedObject.content);
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return;
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}
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}
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// *** Object Cache Check (End) ***
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for (const mapping of mappings) {
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const mergedOptions = { ...optionsMixin, ...mapping.options };
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const { jsonPath, targetPath = null } = mapping;
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const transformer = createTransformer(mergedOptions);
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await transformObjectWithOptions(obj, transformer, {
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jsonPath,
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targetPath,
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network: networkOptions,
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errorCallback,
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filterCallback,
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onTransform,
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onTransformed,
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kbotOptions: mergedOptions
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});
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}
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// *** Object Cache Setting (Start) ***
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if (mergedCacheConfig.enabled && objectCacheKey) {
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await cacheProvider.set(objectCacheKey, objCacheNamespace, { content: obj }, { expiration: mergedCacheConfig.expiration });
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logger.info('Cached transformed object');
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}
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// *** Object Cache Setting (End) ***
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}
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};
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}
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export async function transformWithMappings(obj, createTransformer, mappings, globalOptions = {}) {
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const optionsWithTransformer = {
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...globalOptions,
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transformerFactory: createTransformer
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};
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const iterator = createIterator(obj, {}, optionsWithTransformer);
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await iterator.transform(mappings);
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}
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/**
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* Simplified transformation function that only requires the target object and field mappings.
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* All other options are optional with sensible defaults.
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*
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* @param obj - The object to transform
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* @param mappings - Field mappings defining what to transform and how
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* @param optionsMixin - Optional global options to apply to all transformations
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* @param options - Optional advanced configuration
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* @returns The transformed object (also modifies the original)
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*/
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export async function transform(obj, mappings, optionsMixin = {}, options = {}) {
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const iterator = createIterator(obj, optionsMixin, options);
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await iterator.transform(mappings);
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return obj;
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}
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