From 97f2977257498d6243d76d71ac667cc3b4ef2df2 Mon Sep 17 00:00:00 2001 From: Robert Knight Date: Sun, 29 May 2022 12:18:21 +0100 Subject: [PATCH 1/3] Add `./node` module export - Add utility function to src/node-worker.js for locating WASM binary within package. This was useful for writing a Node CLI demo app - Add `./node` exports for package so the Node-specific APIs can be imported via `import ... from 'tesseract-wasm/node'`. --- package.json | 6 +++++- src/node-worker.js | 12 +++++++++++- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/package.json b/package.json index 1fb8473..3531c1a 100644 --- a/package.json +++ b/package.json @@ -3,7 +3,11 @@ "version": "0.1.0", "description": "OCR library built on Tesseract", "type": "module", - "main": "dist/lib.js", + "main": "./dist/lib.js", + "exports": { + ".": "./dist/lib.js", + "./node": "./src/node-worker.js" + }, "scripts": { "typecheck": "tsc" }, diff --git a/src/node-worker.js b/src/node-worker.js index 305eb71..25c4862 100644 --- a/src/node-worker.js +++ b/src/node-worker.js @@ -18,6 +18,16 @@ export function resolve(path, moduleURL = import.meta.url) { return fileURLToPath(new URL(path, moduleURL).href); } +/** + * Load the compiled WebAssembly binary from the tesseract-wasm package. + */ +export function loadWasmBinary() { + return readFile(resolve("../dist/tesseract-core.wasm")); +} + +/** + * Create an async OCRClient that runs Tesseract in a Node worker thread. + */ export function createOCRClient(options = {}) { return new OCRClient({ createWorker: (url) => new Worker(new URL(url)), @@ -35,7 +45,7 @@ if (!isMainThread) { */ createOCREngine: async ({ wasmBinary }, progressChannel) => { if (!wasmBinary) { - wasmBinary = await readFile(resolve("../dist/tesseract-core.wasm")); + wasmBinary = await loadWasmBinary(); } const engine = await createOCREngine({ wasmBinary, progressChannel }); return proxy(engine); From ea3a6eeccb1905f453fa30bd842e34c2f91605a5 Mon Sep 17 00:00:00 2001 From: Robert Knight Date: Sun, 29 May 2022 12:17:39 +0100 Subject: [PATCH 2/3] Add Node CLI and server demo apps --- examples/node-cli/README.md | 13 + examples/node-cli/ocr.js | 62 ++ examples/node-cli/package-lock.json | 1327 ++++++++++++++++++++++++ examples/node-cli/package.json | 18 + examples/node-server/README.md | 18 + examples/node-server/ocr-server.js | 86 ++ examples/node-server/package-lock.json | 1313 +++++++++++++++++++++++ examples/node-server/package.json | 17 + 8 files changed, 2854 insertions(+) create mode 100644 examples/node-cli/README.md create mode 100644 examples/node-cli/ocr.js create mode 100644 examples/node-cli/package-lock.json create mode 100644 examples/node-cli/package.json create mode 100644 examples/node-server/README.md create mode 100644 examples/node-server/ocr-server.js create mode 100644 examples/node-server/package-lock.json create mode 100644 examples/node-server/package.json diff --git a/examples/node-cli/README.md b/examples/node-cli/README.md new file mode 100644 index 0000000..3bb6673 --- /dev/null +++ b/examples/node-cli/README.md @@ -0,0 +1,13 @@ +# tesseract-wasm Node CLI demo + +This demo uses the low-level `OCREngine` API to synchronously perform OCR in +a command-line script. + +## Usage + +To set up the project and run OCR on `some-image.jpg`, run: + +```sh +npm install +node ocr.js some-image.jpg +``` diff --git a/examples/node-cli/ocr.js b/examples/node-cli/ocr.js new file mode 100644 index 0000000..997a45d --- /dev/null +++ b/examples/node-cli/ocr.js @@ -0,0 +1,62 @@ +import { existsSync, readFileSync, writeFileSync } from "node:fs"; +import { fileURLToPath } from "node:url"; + +import { Command } from "commander"; +import fetch from "node-fetch"; +import { createOCREngine } from "tesseract-wasm"; +import { loadWasmBinary } from "tesseract-wasm/node"; +import sharp from "sharp"; + +async function loadImage(path) { + const image = await sharp(path).ensureAlpha(); + const { width, height } = await image.metadata(); + return { + data: await image.raw().toBuffer(), + width, + height, + }; +} + +/** Resolve a URL relative to the current module. */ +function resolve(path) { + return fileURLToPath(new URL(path, import.meta.url).href); +} + +const program = new Command(); +program.description("Extract text from an image"); +program.argument("file"); +program.parse(); + +// Initialize the OCR engine. In this demo we use the synchronous OCREngine +// API directly. In a server you would want to use the async OCRClient API +// instead. +const wasmBinary = await loadWasmBinary(); +const engine = await createOCREngine({ wasmBinary }); + +// Fetch the text recognition model and cache it locally, then load it into +// the OCR engine. +const modelPath = "eng.traineddata"; +if (!existsSync(modelPath)) { + process.stderr.write("Downloading text recognition model...\n"); + const modelURL = + "https://github.com/tesseract-ocr/tessdata_fast/raw/main/eng.traineddata"; + const response = await fetch(modelURL); + if (!response.ok) { + process.stderr.write(`Failed to download model from ${modelURL}`); + process.exit(1); + } + const data = await response.arrayBuffer(); + writeFileSync(modelPath, new Uint8Array(data)); +} +const model = readFileSync("eng.traineddata"); +engine.loadModel(model); + +// Load the image and perform OCR synchronously. +const image = await loadImage(program.args[0]); +engine.loadImage(image); + +const text = engine.getText((progress) => { + process.stderr.write(`\rRecognizing text (${progress}% done)...`); +}); +process.stderr.write("\n\n"); +process.stdout.write(text); diff --git a/examples/node-cli/package-lock.json b/examples/node-cli/package-lock.json new file mode 100644 index 0000000..7a157c1 --- /dev/null +++ b/examples/node-cli/package-lock.json @@ -0,0 +1,1327 @@ +{ + "name": "tesseract-wasm-example-node-cli", + "version": "1.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "tesseract-wasm-example-node-cli", + "version": "1.0.0", + "license": "BSD-2-Clause", + "dependencies": { + "commander": "^9.3.0", + "node-fetch": "^3.2.4", + "sharp": "^0.30.5", + "tesseract-wasm": "^0.1.0" + } + }, + "node_modules/ansi-regex": { + "version": "2.1.1", + "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz", + "integrity": "sha512-TIGnTpdo+E3+pCyAluZvtED5p5wCqLdezCyhPZzKPcxvFplEt4i+W7OONCKgeZFT3+y5NZZfOOS/Bdcanm1MYA==", + "engines": { + "node": ">=0.10.0" + } + }, + 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"ocr.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1" + }, + "author": "Robert Knight ", + "license": "BSD-2-Clause", + "dependencies": { + "commander": "^9.3.0", + "node-fetch": "^3.2.4", + "sharp": "^0.30.5", + "tesseract-wasm": "^0.1.0" + } +} diff --git a/examples/node-server/README.md b/examples/node-server/README.md new file mode 100644 index 0000000..b69b879 --- /dev/null +++ b/examples/node-server/README.md @@ -0,0 +1,18 @@ +# tesseract-wasm Node server demo + +This demo uses the high-level `OCRClient` API to perform OCR in HTTP requests. + +## Usage + +Install dependencies and start the server: + +```sh +npm install +node ocr-server.js +``` + +To run OCR on an image and receive the results as JSON: + +``` +curl --data-binary @some-image.jpg http://localhost:8081/ocr +``` diff --git a/examples/node-server/ocr-server.js b/examples/node-server/ocr-server.js new file mode 100644 index 0000000..3e8b9d5 --- /dev/null +++ b/examples/node-server/ocr-server.js @@ -0,0 +1,86 @@ +import { readFile, writeFile } from "node:fs/promises"; +import { existsSync } from "node:fs"; +import { createServer } from "node:http"; +import { fileURLToPath } from "node:url"; + +import fetch from "node-fetch"; +import { createOCRClient } from "tesseract-wasm/node"; +import sharp from "sharp"; + +async function loadImage(buffer) { + const image = await sharp(buffer).ensureAlpha(); + const { width, height } = await image.metadata(); + return { + data: await image.raw().toBuffer(), + width, + height, + }; +} + +async function loadModel() { + const modelPath = "eng.traineddata"; + if (!existsSync(modelPath)) { + console.log("Downloading text recognition model..."); + const modelURL = + "https://github.com/tesseract-ocr/tessdata_fast/raw/main/eng.traineddata"; + const response = await fetch(modelURL); + if (!response.ok) { + process.stderr.write(`Failed to download model from ${modelURL}`); + process.exit(1); + } + const data = await response.arrayBuffer(); + await writeFile(modelPath, new Uint8Array(data)); + } + return readFile("eng.traineddata"); +} + +async function readRequestBody(request) { + const chunks = []; + for await (let chunk of request) { + chunks.push(chunk); + } + return Buffer.concat(chunks); +} + +console.log("Initializing server..."); + +const handleRequest = async (req, res) => { + // Start a new OCR worker. In this simple demo app we do this for every + // request. In a real application you may want to create a pool of clients + // which can be re-used across requests, to save needing to re-initialize + // the worker for each request. + const client = createOCRClient(); + + try { + const reqURL = new URL(req.url, `http://${req.headers.host}`); + if (reqURL.pathname !== "/ocr" || req.method !== "POST") { + res.end(404); + } + + // Load model concurrently with reading image. + const modelLoaded = loadModel().then((model) => client.loadModel(model)); + + const imageData = await readRequestBody(req); + const image = await loadImage(imageData); + + await modelLoaded; + await client.loadImage(image); + const text = await client.getText(); + + res.setHeader("Content-Type", "application/json"); + res.writeHead(200); + + const body = { text }; + res.end(JSON.stringify(body, null, 2)); + } catch (err) { + res.writeHead(500); + res.end(JSON.stringify({ error: err.message })); + } finally { + // Shut down the OCR worker thread. + client.destroy(); + } +}; + +const server = createServer(handleRequest); +const port = 8081; +server.listen(port, () => `Server listening at http://localhost:${port}`); diff --git a/examples/node-server/package-lock.json b/examples/node-server/package-lock.json new file mode 100644 index 0000000..b93e628 --- /dev/null +++ b/examples/node-server/package-lock.json @@ -0,0 +1,1313 @@ +{ + "name": "tesseract-wasm-example-node-server", + "version": "1.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "name": "tesseract-wasm-example-node-server", + "version": "1.0.0", + "license": "BSD-2-Clause", + "dependencies": { + "node-fetch": "^3.2.4", + "sharp": "^0.30.5", + "tesseract-wasm": "^0.1.0" + } + }, + "node_modules/ansi-regex": { + "version": "2.1.1", + "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-2.1.1.tgz", + "integrity": "sha512-TIGnTpdo+E3+pCyAluZvtED5p5wCqLdezCyhPZzKPcxvFplEt4i+W7OONCKgeZFT3+y5NZZfOOS/Bdcanm1MYA==", + "engines": { + "node": ">=0.10.0" + } + }, + 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From 2172589769227ed9b1895691f0a8eadcf7b4c915 Mon Sep 17 00:00:00 2001 From: Robert Knight Date: Sun, 29 May 2022 12:23:24 +0100 Subject: [PATCH 3/3] Adjust README wording for examples --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 6441a49..0adf6cc 100644 --- a/README.md +++ b/README.md @@ -90,7 +90,8 @@ runOCR(); ## Examples -See the `examples/` directory for projects that show usage of the library. +See the `examples/` directory for projects that show usage of the library in +the browser and Node. ## Documentation