diff --git a/benchmarking/benchmarking-app/src/app/constants.ts b/benchmarking/benchmarking-app/src/app/constants.ts new file mode 100644 index 00000000..f732afa0 --- /dev/null +++ b/benchmarking/benchmarking-app/src/app/constants.ts @@ -0,0 +1,38 @@ +export const TEST_QUERIES = [ + 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxi.parquet', + "SELECT * FROM taxi.parquet WHERE originating_base_num='B03404' LIMIT 100", + 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxi.parquet GROUP BY hvfhs_license_num', + 'SELECT * as total_count FROM taxi.parquet ORDER BY bcf LIMIT 100', + ` + WITH group_by_query AS ( + SELECT + hvfhs_license_num, + COUNT(*) + FROM + taxi.parquet + GROUP BY + hvfhs_license_num + ), + + full_query AS ( + SELECT + * + FROM + taxi.parquet + ) + + SELECT + COUNT(*) + FROM + group_by_query + LEFT JOIN + full_query + ON + group_by_query.hvfhs_license_num = full_query.hvfhs_license_num + LIMIT 1 + `, + 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxijson', + 'SELECT * FROM taxijson WHERE price >= 1.0005812645 LIMIT 100', + 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxijson GROUP BY order_count', + 'SELECT * as total_count FROM taxijson ORDER BY seconds_in_bucket LIMIT 100', +]; diff --git a/benchmarking/benchmarking-app/src/app/dbm-context/memory-dbm-context.tsx b/benchmarking/benchmarking-app/src/app/dbm-context/memory-dbm-context.tsx index f3bc0baf..1da3054e 100644 --- a/benchmarking/benchmarking-app/src/app/dbm-context/memory-dbm-context.tsx +++ b/benchmarking/benchmarking-app/src/app/dbm-context/memory-dbm-context.tsx @@ -24,6 +24,10 @@ export const MemoryDBMProvider = ({ children }: { children: JSX.Element }) => { fetchTableFileBuffers: async (table) => { return []; }, + logger: log, + onEvent: (event) => { + console.info(event); + }, }); log.setLevel('DEBUG'); const dbm = new DBM({ diff --git a/benchmarking/benchmarking-app/src/app/file-loader/file-loader.tsx b/benchmarking/benchmarking-app/src/app/file-loader/file-loader.tsx index 351f8d45..bdd8aa07 100644 --- a/benchmarking/benchmarking-app/src/app/file-loader/file-loader.tsx +++ b/benchmarking/benchmarking-app/src/app/file-loader/file-loader.tsx @@ -1,5 +1,6 @@ import axios from 'axios'; import { useState } from 'react'; +import TAXI_JSON_DATA from '../../assets/data-sets/taxi.json'; import { useDBM } from '../hooks/dbm-context'; import { useClassicEffect } from '../hooks/use-classic-effect'; @@ -21,6 +22,12 @@ export const FileLoader = ({ children }: { children: JSX.Element }) => { buffer: fileBufferView, }); + await fileManager.registerJSON({ + json: TAXI_JSON_DATA, + tableName: 'taxijson', + fileName: 'taxi.json', + }); + setIsFileLoader(true); })(); }, []); diff --git a/benchmarking/benchmarking-app/src/app/query-benchmarking/query-benchmarking.tsx b/benchmarking/benchmarking-app/src/app/query-benchmarking/query-benchmarking.tsx index 52ae8d7b..8e6fd835 100644 --- a/benchmarking/benchmarking-app/src/app/query-benchmarking/query-benchmarking.tsx +++ b/benchmarking/benchmarking-app/src/app/query-benchmarking/query-benchmarking.tsx @@ -1,4 +1,5 @@ import { useState } from 'react'; +import { TEST_QUERIES } from '../constants'; import { useDBM } from '../hooks/dbm-context'; import { useClassicEffect } from '../hooks/use-classic-effect'; @@ -14,49 +15,15 @@ export const QueryBenchmarking = () => { useClassicEffect(() => { setTotalTime(0); - const testQueries = [ - 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxi.parquet', - "SELECT * FROM taxi.parquet WHERE originating_base_num='B03404' LIMIT 100", - 'SELECT CAST(COUNT(*) as VARCHAR) as total_count FROM taxi.parquet GROUP BY hvfhs_license_num', - 'SELECT * as total_count FROM taxi.parquet ORDER BY bcf LIMIT 100', - ` - WITH group_by_query AS ( - SELECT - hvfhs_license_num, - COUNT(*) - FROM - taxi.parquet - GROUP BY - hvfhs_license_num - ), - - full_query AS ( - SELECT - * - FROM - taxi.parquet - ) - - SELECT - COUNT(*) - FROM - group_by_query - LEFT JOIN - full_query - ON - group_by_query.hvfhs_license_num = full_query.hvfhs_license_num - LIMIT 1 - `, - ]; setOutput([]); const promiseArr = []; const start = performance.now(); - for (let i = 0; i < testQueries.length; i++) { + for (let i = 0; i < TEST_QUERIES.length; i++) { const eachQueryStart = performance.now(); const promiseObj = dbm - .queryWithTableNames(testQueries[i], ['taxi']) + .queryWithTableNames(TEST_QUERIES[i], ['taxi']) .then((results) => { const end = performance.now(); const time = end - eachQueryStart; diff --git a/benchmarking/benchmarking-app/src/assets/data-sets/taxi.json b/benchmarking/benchmarking-app/src/assets/data-sets/taxi.json new file mode 100644 index 00000000..75373d6a --- /dev/null +++ b/benchmarking/benchmarking-app/src/assets/data-sets/taxi.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/benchmarking/benchmarking-app/tsconfig.json b/benchmarking/benchmarking-app/tsconfig.json index 21b50710..c3076d10 100644 --- a/benchmarking/benchmarking-app/tsconfig.json +++ b/benchmarking/benchmarking-app/tsconfig.json @@ -4,7 +4,8 @@ "allowJs": false, "esModuleInterop": false, "allowSyntheticDefaultImports": true, - "strict": true + "strict": true, + "resolveJsonModule": true, }, "files": [], "include": [], diff --git a/meerkat-dbm/package.json b/meerkat-dbm/package.json index 28fdf407..7beb1678 100644 --- a/meerkat-dbm/package.json +++ b/meerkat-dbm/package.json @@ -1,6 +1,6 @@ { "name": "@devrev/meerkat-dbm", - "version": "0.0.136", + "version": "0.0.14", "dependencies": { "tslib": "^2.3.0", "@duckdb/duckdb-wasm": "^1.28.0", diff --git a/meerkat-dbm/src/dbm/dbm.spec.ts b/meerkat-dbm/src/dbm/dbm.spec.ts index d36f511f..5b61f092 100644 --- a/meerkat-dbm/src/dbm/dbm.spec.ts +++ b/meerkat-dbm/src/dbm/dbm.spec.ts @@ -2,6 +2,7 @@ import { AsyncDuckDB } from '@duckdb/duckdb-wasm'; import log from 'loglevel'; import { FileBufferStore, + FileJsonStore, FileManagerType, } from '../file-manager/file-manager-type'; import { FileData, Table, TableWiseFiles } from '../types'; @@ -28,6 +29,15 @@ export class MockFileManager implements FileManagerType { this.tables[prop.tableName].files.push(prop); } + async registerJSON(prop: FileJsonStore): Promise { + const { json, ...fileData } = prop; + + this.registerFileBuffer({ + ...fileData, + buffer: new Uint8Array(), + }); + } + async getFileBuffer(name: string): Promise { const fileBuffer = this.fileBufferStore[name]; if (!fileBuffer) { diff --git a/meerkat-dbm/src/dbm/dbm.ts b/meerkat-dbm/src/dbm/dbm.ts index b2ec1097..b1453ae0 100644 --- a/meerkat-dbm/src/dbm/dbm.ts +++ b/meerkat-dbm/src/dbm/dbm.ts @@ -1,7 +1,6 @@ import { AsyncDuckDBConnection } from '@duckdb/duckdb-wasm'; import { FileManagerType } from '../file-manager/file-manager-type'; -import { DBMEvent } from '../logger/event-types'; -import { DBMLogger } from '../logger/logger-types'; +import { DBMEvent, DBMLogger } from '../logger'; import { InstanceManagerType } from './instance-manager'; import { DBMConstructorOptions, QueryOptions, QueryQueueItem } from './types'; diff --git a/meerkat-dbm/src/dbm/types.ts b/meerkat-dbm/src/dbm/types.ts index 96895381..fd8be8e9 100644 --- a/meerkat-dbm/src/dbm/types.ts +++ b/meerkat-dbm/src/dbm/types.ts @@ -1,6 +1,5 @@ import { FileManagerType } from '../file-manager/file-manager-type'; -import { DBMEvent } from '../logger/event-types'; -import { DBMLogger } from '../logger/logger-types'; +import { DBMEvent, DBMLogger } from '../logger'; import { TableWiseFiles } from '../types'; import { InstanceManagerType } from './instance-manager'; diff --git a/meerkat-dbm/src/file-manager/file-manager-type.ts b/meerkat-dbm/src/file-manager/file-manager-type.ts index 2e6c36be..f6517c85 100644 --- a/meerkat-dbm/src/file-manager/file-manager-type.ts +++ b/meerkat-dbm/src/file-manager/file-manager-type.ts @@ -1,6 +1,41 @@ import { InstanceManagerType } from '../dbm/instance-manager'; +import { DBMEvent, DBMLogger } from '../logger'; import { Table, TableWiseFiles } from '../types'; +export interface FileManagerConstructorOptions { + /** + * @description + * It manages the lifecycle of the DuckDB database instance. + * It provides methods for obtaining an initialized DuckDB instance and terminating the instance. + */ + instanceManager: InstanceManagerType; + + /** + * @description + * Represents an logger instance, which will be used for logging messages throughout the File Manager's execution. + */ + logger?: DBMLogger; + + /** + * @description + * A callback function that handles events emitted by the File Manager. + */ + onEvent?: (event: DBMEvent) => void; + + /** + * @description + * Configuration options for the File Manager. + */ + options?: { + /** + * Maximum size of the file in DB in bytes + */ + maxFileSize?: number; + }; + + fetchTableFileBuffers: (tableName: string) => Promise; +} + export interface FileManagerType { /** * @description @@ -16,6 +51,15 @@ export interface FileManagerType { */ registerFileBuffer: (props: FileBufferStore) => Promise; + /** + * @description + * Registers a single JSON file in the file manager. + * It converts a JSON object to a Uint8Array by writing it to a Parquet file in a DuckDB database and registers it. + * Also emits an event with the time taken for the conversion. + * @param props - The FileJsonStore object to register. + */ + registerJSON: (props: FileJsonStore) => Promise; + /** * @description * Retrieves the file buffer associated with a given file name. @@ -73,24 +117,18 @@ export interface FileManagerType { onDBShutdownHandler: () => Promise; } - -export interface FileBufferStore { +export type BaseFileStore = { tableName: string; fileName: string; - buffer: Uint8Array; staleTime?: number; cacheTime?: number; metadata?: object; -} +}; -export interface FileManagerConstructorOptions { - fetchTableFileBuffers: (tableName: string) => Promise; - instanceManager: InstanceManagerType; - options?: { - /** - * Maximum size of the file in DB in bytes - */ - maxFileSize?: number; - }; -} +export type FileBufferStore = BaseFileStore & { + buffer: Uint8Array; +}; +export type FileJsonStore = BaseFileStore & { + json: object; +}; diff --git a/meerkat-dbm/src/file-manager/indexed-db/__tests__/indexed-db-file-manager.spec.ts b/meerkat-dbm/src/file-manager/indexed-db/__tests__/indexed-db-file-manager.spec.ts index 78047b42..d1a95f20 100644 --- a/meerkat-dbm/src/file-manager/indexed-db/__tests__/indexed-db-file-manager.spec.ts +++ b/meerkat-dbm/src/file-manager/indexed-db/__tests__/indexed-db-file-manager.spec.ts @@ -4,21 +4,19 @@ import { InstanceManagerType } from '../../../dbm/instance-manager'; import { FILE_TYPES } from '../../../types'; import { IndexedDBFileManager } from '../indexed-db-file-manager'; import { MeerkatDatabase } from '../meerkat-database'; +import log = require('loglevel'); const mockDB = { - registerFileBuffer: async (fileName: string, buffer: Uint8Array) => { - return new Promise((resolve) => { - setTimeout(() => { - resolve([fileName]); - }, 200); - }); - }, - unregisterFileBuffer: async (fileName: string) => { - return new Promise((resolve) => { - setTimeout(() => { - resolve([fileName]); - }, 200); - }); + registerFileBuffer: jest.fn(), + registerFileText: jest.fn(), + copyFileToBuffer: jest.fn(), + registerEmptyFileBuffer: jest.fn(), + connect: async () => { + return { + query: jest.fn(), + insertJSONFromPath: jest.fn(), + close: jest.fn(), + }; }, }; @@ -71,6 +69,10 @@ describe('IndexedDBFileManager', () => { return []; }, instanceManager, + logger: log, + onEvent: (event) => { + console.log(event); + }, }); await fileManager.initializeDB(); @@ -212,6 +214,24 @@ describe('IndexedDBFileManager', () => { expect(tableData[0].metadata).toEqual({ test: 'test' }); }); + + it('should register JSON data', async () => { + const fileJson = { + tableName: 'taxi-json', + fileName: 'taxi-json.parquet', + json: { + test: 'test', + }, + }; + + await fileManager.registerJSON(fileJson); + + const tableData = await indexedDB.tablesKey.toArray(); + const fileBufferData = await indexedDB.files.toArray(); + + tableData.some((table) => table.tableName === fileJson.tableName); + fileBufferData.some((file) => file.fileName === fileJson.fileName); + }); }); diff --git a/meerkat-dbm/src/file-manager/indexed-db/indexed-db-file-manager.ts b/meerkat-dbm/src/file-manager/indexed-db/indexed-db-file-manager.ts index 63eb625c..4d79775d 100644 --- a/meerkat-dbm/src/file-manager/indexed-db/indexed-db-file-manager.ts +++ b/meerkat-dbm/src/file-manager/indexed-db/indexed-db-file-manager.ts @@ -1,29 +1,41 @@ +import { InstanceManagerType } from '../../dbm/instance-manager'; +import { DBMEvent, DBMLogger } from '../../logger'; import { Table, TableWiseFiles } from '../../types'; -import { mergeFileBufferStoreIntoTable } from '../../utils/merge-file-buffer-store-into-table'; +import { getBufferFromJSON, mergeFileBufferStoreIntoTable } from '../../utils'; import { FileBufferStore, + FileJsonStore, FileManagerConstructorOptions, - FileManagerType + FileManagerType, } from '../file-manager-type'; import { FileRegisterer } from './file-registerer'; import { MeerkatDatabase } from './meerkat-database'; export class IndexedDBFileManager implements FileManagerType { private indexedDB: MeerkatDatabase; // IndexedDB instance + private instanceManager: InstanceManagerType; private fileRegisterer: FileRegisterer; private configurationOptions: FileManagerConstructorOptions['options']; + private logger?: DBMLogger; + private onEvent?: (event: DBMEvent) => void; + fetchTableFileBuffers: (tableName: string) => Promise; constructor({ fetchTableFileBuffers, instanceManager, options, + logger, + onEvent, }: FileManagerConstructorOptions) { this.fetchTableFileBuffers = fetchTableFileBuffers; this.indexedDB = new MeerkatDatabase(); + this.instanceManager = instanceManager; this.fileRegisterer = new FileRegisterer({ instanceManager }); this.configurationOptions = options; + this.logger = logger; + this.onEvent = onEvent; } /** @@ -109,6 +121,31 @@ export class IndexedDBFileManager implements FileManagerType { }); } + async registerJSON(jsonData: FileJsonStore): Promise { + const { json, tableName, ...fileData } = jsonData; + + /** + * Convert JSON to buffer + */ + const bufferData = await getBufferFromJSON({ + instanceManager: this.instanceManager, + json, + tableName, + logger: this.logger, + onEvent: this.onEvent, + metadata: jsonData.metadata, + }); + + /** + * Register the buffer in the file manager + */ + await this.registerFileBuffer({ + buffer: bufferData, + tableName, + ...fileData, + }); + } + async getFileBuffer(fileName: string): Promise { // Retrieve file data from IndexedDB const fileData = await this.indexedDB.files.get(fileName); diff --git a/meerkat-dbm/src/file-manager/memory-file-manager.ts b/meerkat-dbm/src/file-manager/memory-file-manager.ts index 0f57c02b..06fb451e 100644 --- a/meerkat-dbm/src/file-manager/memory-file-manager.ts +++ b/meerkat-dbm/src/file-manager/memory-file-manager.ts @@ -1,7 +1,10 @@ import { InstanceManagerType } from '../dbm/instance-manager'; +import { DBMEvent, DBMLogger } from '../logger'; import { Table, TableWiseFiles } from '../types'; +import { getBufferFromJSON } from '../utils'; import { FileBufferStore, + FileJsonStore, FileManagerConstructorOptions, FileManagerType, } from './file-manager-type'; @@ -10,12 +13,19 @@ export class MemoryDBFileManager implements FileManagerType { fetchTableFileBuffers: (tableName: string) => Promise; instanceManager: InstanceManagerType; + private logger?: DBMLogger; + private onEvent?: (event: DBMEvent) => void; + constructor({ fetchTableFileBuffers, instanceManager, + logger, + onEvent, }: FileManagerConstructorOptions) { this.fetchTableFileBuffers = fetchTableFileBuffers; this.instanceManager = instanceManager; + this.logger = logger; + this.onEvent = onEvent; } async bulkRegisterFileBuffer(props: FileBufferStore[]): Promise { @@ -34,6 +44,31 @@ export class MemoryDBFileManager implements FileManagerType { return db.registerFileBuffer(props.fileName, props.buffer); } + async registerJSON(jsonData: FileJsonStore): Promise { + const { json, tableName, ...fileData } = jsonData; + + /** + * Convert JSON to buffer + */ + const bufferData = await getBufferFromJSON({ + instanceManager: this.instanceManager, + json, + tableName, + logger: this.logger, + onEvent: this.onEvent, + metadata: jsonData.metadata, + }); + + /** + * Register buffer in DB + */ + await this.registerFileBuffer({ + buffer: bufferData, + tableName, + ...fileData, + }); + } + getFileBuffer(name: string): Promise { throw new Error('Method not implemented.'); } diff --git a/meerkat-dbm/src/index.ts b/meerkat-dbm/src/index.ts index 1ab824d7..82a0d393 100644 --- a/meerkat-dbm/src/index.ts +++ b/meerkat-dbm/src/index.ts @@ -2,5 +2,5 @@ export * from './dbm'; export * from './file-manager/file-manager-type'; export * from './file-manager/indexed-db/indexed-db-file-manager'; export * from './file-manager/memory-file-manager'; -export * from './logger/event-types'; -export * from './logger/logger-types'; +export * from './logger'; + diff --git a/meerkat-dbm/src/logger/event-types.ts b/meerkat-dbm/src/logger/event-types.ts index 98d099a3..8e4bfb3f 100644 --- a/meerkat-dbm/src/logger/event-types.ts +++ b/meerkat-dbm/src/logger/event-types.ts @@ -3,7 +3,8 @@ export interface DurationEvents { | 'query_execution_duration' | 'mount_file_buffer_duration' | 'unmount_file_buffer_duration' - | 'query_queue_duration'; + | 'query_queue_duration' + | 'json_to_buffer_conversion_duration'; duration: number; } diff --git a/meerkat-dbm/src/logger/index.ts b/meerkat-dbm/src/logger/index.ts new file mode 100644 index 00000000..aca5b319 --- /dev/null +++ b/meerkat-dbm/src/logger/index.ts @@ -0,0 +1,2 @@ +export * from './event-types'; +export * from './logger-types'; diff --git a/meerkat-dbm/src/utils/merge-file-buffer-store-into-table.spec.ts b/meerkat-dbm/src/utils/__tests__/merge-file-buffer-store-into-table.spec.ts similarity index 94% rename from meerkat-dbm/src/utils/merge-file-buffer-store-into-table.spec.ts rename to meerkat-dbm/src/utils/__tests__/merge-file-buffer-store-into-table.spec.ts index b140b07a..9a0c5d45 100644 --- a/meerkat-dbm/src/utils/merge-file-buffer-store-into-table.spec.ts +++ b/meerkat-dbm/src/utils/__tests__/merge-file-buffer-store-into-table.spec.ts @@ -1,5 +1,5 @@ -import { Table } from '../types'; -import { mergeFileBufferStoreIntoTable } from './merge-file-buffer-store-into-table'; +import { Table } from '../../types'; +import { mergeFileBufferStoreIntoTable } from '../merge-file-buffer-store-into-table'; describe('mergeFileBufferStoreIntoTable', () => { const fileBufferStore = { diff --git a/meerkat-dbm/src/utils/get-buffer-from-json.ts b/meerkat-dbm/src/utils/get-buffer-from-json.ts new file mode 100644 index 00000000..8dfd1164 --- /dev/null +++ b/meerkat-dbm/src/utils/get-buffer-from-json.ts @@ -0,0 +1,76 @@ +import { InstanceManagerType } from '../dbm'; +import { DBMEvent, DBMLogger } from '../logger'; + +/** + * Converts a JSON object to a Uint8Array by writing it to a Parquet file in a DuckDB database. + * Also emits an event with the time taken for the conversion. + * + * @param instanceManager - The instance manager for DuckDB. + * @param json - The JSON object to be converted. + * @param tableName - The name of the table. + * @returns A converted Uint8Array of the JSON object. + */ + +export const getBufferFromJSON = async ({ + instanceManager, + json, + tableName, + logger, + onEvent, + metadata, +}: { + instanceManager: InstanceManagerType; + json: object; + tableName: string; + logger?: DBMLogger; + onEvent?: (event: DBMEvent) => void; + metadata?: object; +}): Promise => { + const jsonFileName = `${tableName}.json`; + const parquetFileName = `${tableName}.parquet`; + + const db = await instanceManager.getDB(); + + const connection = await db.connect(); + + const startConversionTime = performance.now(); + + // Register the JSON content as a json file in the DuckDB. + await db.registerFileText(jsonFileName, JSON.stringify(json)); + + // Create a table with the JSON file. + await connection.insertJSONFromPath(jsonFileName, { + name: tableName, + }); + + // Copy the content of the table into a Parquet file. + await connection.query( + `COPY ${tableName} TO '${parquetFileName}' (FORMAT PARQUET);` + ); + + // Copy the content of the Parquet file into a Uint8Array buffer. + const buffer = await db.copyFileToBuffer(parquetFileName); + + const endConversionTime = performance.now(); + + const timeTaken = endConversionTime - startConversionTime; + + logger?.debug( + 'Time spent in converting JSON to buffer:', + timeTaken, + 'ms', + json + ); + + onEvent?.({ + event_name: 'json_to_buffer_conversion_duration', + duration: timeTaken, + metadata: { ...metadata, json }, + }); + + await db.registerEmptyFileBuffer(jsonFileName); + + await connection.close(); + + return buffer; +}; diff --git a/meerkat-dbm/src/utils/index.ts b/meerkat-dbm/src/utils/index.ts new file mode 100644 index 00000000..20c71f56 --- /dev/null +++ b/meerkat-dbm/src/utils/index.ts @@ -0,0 +1,2 @@ +export * from './get-buffer-from-json'; +export * from './merge-file-buffer-store-into-table';