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[BACKPORT] Write a doc example on multi-language Mill projects (#4494)
Back-port PR #4476 into `0.12.x` --------- Co-authored-by: Li Haoyi <haoyi.sg@gmail.com>
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= Multi-Language Builds | ||
:page-aliases: Multi_Language_Builds.adoc | ||
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include::partial$example/large/multi/14-multi-language.adoc[] |
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package build | ||
import mill._, javascriptlib._, pythonlib._, javalib._ | ||
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object client extends ReactScriptsModule | ||
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object `sentiment-analysis` extends PythonModule { | ||
def mainScript = Task.Source { millSourcePath / "src" / "foo.py" } | ||
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def pythonDeps = Seq("textblob==0.19.0") | ||
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object test extends PythonTests with pythonlib.TestModule.Unittest | ||
} | ||
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object server extends JavaModule { | ||
def ivyDeps = Agg( | ||
ivy"org.springframework.boot:spring-boot-starter-web:2.5.6", | ||
ivy"org.springframework.boot:spring-boot-starter-actuator:2.5.6" | ||
) | ||
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/** Bundle client & sentiment-analysis as resource */ | ||
def resources = Task.Sources { | ||
os.copy(client.bundle().path, Task.dest / "static") | ||
os.makeDir.all(Task.dest / "analysis") | ||
os.copy(`sentiment-analysis`.bundle().path, Task.dest / "analysis" / "analysis.pex") | ||
super.resources() ++ Seq(PathRef(Task.dest)) | ||
} | ||
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object test extends JavaTests with javalib.TestModule.Junit5 { | ||
def ivyDeps = super.ivyDeps() ++ Agg( | ||
ivy"org.springframework.boot:spring-boot-starter-test:2.5.6" | ||
) | ||
} | ||
} | ||
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// This example demonstrates a simple multi-langauge project, | ||
// running a `spring boot webserver` serving a `react client` and interacting with a `python binary` | ||
// through the web-server api. | ||
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/** Usage | ||
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> mill client.test | ||
PASS src/test/App.test.tsx | ||
...Text Analysis Tool | ||
...renders the app with initial UI... | ||
...displays sentiment result... | ||
... | ||
Test Suites:...1 passed, 1 total | ||
Tests:...2 passed, 2 total | ||
... | ||
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> mill sentiment-analysis.test | ||
... | ||
test_negative_sentiment... ok | ||
test_neutral_sentiment... ok | ||
test_positive_sentiment... ok | ||
... | ||
Ran 3 tests... | ||
... | ||
OK | ||
... | ||
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> mill server.test | ||
...com.example.ServerTest#shouldReturnStaticPage() finished... | ||
...com.example.ServerTest#shouldReturnPositiveAnalysis() finished... | ||
...com.example.ServerTest#shouldReturnNegativeAnalysis() finished... | ||
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> mill server.runBackground | ||
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> curl http://localhost:8086 | ||
...<title>Sentiment Analysis Tool</title>... | ||
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> curl -X POST http://localhost:8086/api/analysis -H "Content-Type: text/plain" --data "This is awesome!" # Make request to the analysis api | ||
Positive sentiment (polarity: 1.0) | ||
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> mill clean server.runBackground | ||
*/ |
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example/large/multi/14-multi-language/client/public/index.html
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<!DOCTYPE html> | ||
<html lang="en"> | ||
<head> | ||
<meta charset="utf-8" /> | ||
<link rel="icon" href="%PUBLIC_URL%/favicon.ico" /> | ||
<meta name="viewport" content="width=device-width, initial-scale=1" /> | ||
<meta name="theme-color" content="#000000" /> | ||
<meta | ||
name="description" | ||
content="Web site created using create-react-app" | ||
/> | ||
<link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" /> | ||
<!-- | ||
manifest.json provides metadata used when your web app is installed on a | ||
user's mobile device or desktop. See https://developers.google.com/web/fundamentals/web-app-manifest/ | ||
--> | ||
<link rel="manifest" href="%PUBLIC_URL%/manifest.json" /> | ||
<!-- | ||
Notice the use of %PUBLIC_URL% in the tags above. | ||
It will be replaced with the URL of the `public` folder during the build. | ||
Only files inside the `public` folder can be referenced from the HTML. | ||
Unlike "/favicon.ico" or "favicon.ico", "%PUBLIC_URL%/favicon.ico" will | ||
work correctly both with client-side routing and a non-root public URL. | ||
Learn how to configure a non-root public URL by running `npm run build`. | ||
--> | ||
<title>Sentiment Analysis Tool</title> | ||
</head> | ||
<body> | ||
<noscript>You need to enable JavaScript to run this app.</noscript> | ||
<div id="root"></div> | ||
<!-- | ||
This HTML file is a template. | ||
If you open it directly in the browser, you will see an empty page. | ||
You can add webfonts, meta tags, or analytics to this file. | ||
The build step will place the bundled scripts into the <body> tag. | ||
To begin the development, run `npm start` or `yarn start`. | ||
To create a production bundle, use `npm run build` or `yarn build`. | ||
--> | ||
</body> | ||
</html> |
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* { | ||
margin: 0; | ||
padding: 0; | ||
box-sizing: border-box; | ||
font-family: 'Arial', sans-serif; | ||
} | ||
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body { | ||
background: #f4f4f4; | ||
height: 100vh; | ||
display: flex; | ||
justify-content: center; | ||
align-items: center; | ||
} | ||
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.app-container { | ||
background: #fff; | ||
border-radius: 12px; | ||
padding: 40px; | ||
width: 400px; | ||
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); | ||
text-align: center; | ||
} | ||
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h1 { | ||
margin-bottom: 20px; | ||
font-size: 1.8rem; | ||
color: #333; | ||
} | ||
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.analysis-form { | ||
display: flex; | ||
flex-direction: column; | ||
gap: 10px; | ||
} | ||
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textarea { | ||
width: 100%; | ||
height: 120px; | ||
padding: 10px; | ||
font-size: 1rem; | ||
border: 1px solid #ccc; | ||
border-radius: 8px; | ||
resize: none; | ||
outline: none; | ||
} | ||
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textarea:focus { | ||
border-color: #007bff; | ||
} | ||
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button { | ||
padding: 10px; | ||
background: #007bff; | ||
color: #fff; | ||
border: none; | ||
border-radius: 8px; | ||
cursor: pointer; | ||
font-size: 1rem; | ||
} | ||
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button:hover { | ||
background: #0056b3; | ||
} | ||
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button:disabled { | ||
background: #b0c4de; | ||
cursor: not-allowed; | ||
} | ||
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.result-container { | ||
margin-top: 20px; | ||
padding: 15px; | ||
border-radius: 8px; | ||
color: #fff; | ||
font-weight: bold; | ||
} | ||
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/* Sentiment-based styles */ | ||
.result-container.positive { | ||
background-color: #28a745; /* Green for positive */ | ||
} | ||
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.result-container.negative { | ||
background-color: #dc3545; /* Red for negative */ | ||
} | ||
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.result-container.neutral { | ||
background-color: #007bff; /* Blue for neutral */ | ||
} |
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example/large/multi/14-multi-language/client/src/app/App.tsx
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import React, {useState} from 'react'; | ||
import 'src/App.css'; | ||
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const App = () => { | ||
const [inputText, setInputText] = useState(''); | ||
const [result, setResult] = useState(''); | ||
const [loading, setLoading] = useState(false); | ||
const [sentiment, setSentiment] = useState('neutral'); | ||
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const handleSubmit = async (e) => { | ||
e.preventDefault(); | ||
setLoading(true); | ||
setResult(''); | ||
setSentiment('neutral'); | ||
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try { | ||
const response = await fetch('http://localhost:8086/api/analysis', { | ||
method: 'POST', | ||
headers: { | ||
'Content-Type': 'text/plain', | ||
}, | ||
body: inputText, | ||
}); | ||
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if (response.ok) { | ||
const responseData = await response.text(); | ||
setResult(responseData); | ||
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// Determine sentiment from the response | ||
const polarityMatch = responseData.match(/polarity: ([+-]?[0-9]*\.?[0-9]+)/); | ||
if (polarityMatch) { | ||
const polarity = parseFloat(polarityMatch[1]); | ||
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if (polarity > 0) { | ||
setSentiment('positive'); | ||
} else if (polarity < 0) { | ||
setSentiment('negative'); | ||
} else { | ||
setSentiment('neutral'); | ||
} | ||
} | ||
} else { | ||
setResult('Error occurred during analysis.'); | ||
} | ||
} catch (error) { | ||
setResult('Network error: Could not connect to the server.'); | ||
} finally { | ||
setLoading(false); | ||
} | ||
}; | ||
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return ( | ||
<div className="app-container"> | ||
<h1>Text Analysis Tool</h1> | ||
<form onSubmit={handleSubmit} className="analysis-form"> | ||
<textarea | ||
value={inputText} | ||
onChange={(e) => setInputText(e.target.value)} | ||
placeholder="Enter your text here..." | ||
required | ||
/> | ||
<button type="submit" disabled={loading}> | ||
{loading ? 'Analyzing...' : 'Analyze'} | ||
</button> | ||
</form> | ||
{result && ( | ||
<div className={`result-container ${sentiment}`}> | ||
<h2>Analysis Result:</h2> | ||
<p>{result}</p> | ||
</div> | ||
)} | ||
</div> | ||
); | ||
}; | ||
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export default App; |
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example/large/multi/14-multi-language/client/src/index.tsx
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import React from 'react'; | ||
import ReactDOM from 'react-dom/client'; | ||
import App from './app/App'; | ||
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const root = ReactDOM.createRoot( | ||
document.getElementById('root') as HTMLElement | ||
); | ||
root.render( | ||
<React.StrictMode> | ||
<App /> | ||
</React.StrictMode> | ||
); |
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example/large/multi/14-multi-language/client/src/test/App.test.tsx
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import React from 'react'; | ||
import { render, screen, fireEvent, waitFor } from '@testing-library/react'; | ||
import '@testing-library/jest-dom'; // Import jest-dom matchers | ||
import App from 'app/App'; | ||
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// Mock the fetch API | ||
global.fetch = jest.fn(); | ||
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describe('Text Analysis Tool', () => { | ||
beforeEach(() => { | ||
(fetch as jest.Mock).mockClear(); | ||
}); | ||
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test('renders the app with initial UI', () => { | ||
render(<App />); | ||
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// Check for the page title | ||
expect(screen.getByText('Text Analysis Tool')).toBeInTheDocument(); | ||
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// Check for the input form | ||
expect(screen.getByPlaceholderText('Enter your text here...')).toBeInTheDocument(); | ||
expect(screen.getByText('Analyze')).toBeInTheDocument(); | ||
}); | ||
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test('displays sentiment result', async () => { | ||
// Mock the fetch response for positive sentiment | ||
(fetch as jest.Mock).mockResolvedValueOnce({ | ||
ok: true, | ||
text: async () => 'Positive sentiment (polarity: 0.8)', | ||
}); | ||
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render(<App />); | ||
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// Simulate user input and form submission | ||
fireEvent.change(screen.getByPlaceholderText('Enter your text here...'), { | ||
target: { value: 'This is amazing!' }, | ||
}); | ||
fireEvent.click(screen.getByText('Analyze')); | ||
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// Wait for the result to appear | ||
await waitFor(() => screen.getByText('Analysis Result:')); | ||
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// Check that the result is displayed | ||
expect(screen.getByText('Positive sentiment (polarity: 0.8)')).toBeInTheDocument(); | ||
expect(screen.getByText('Analysis Result:').parentElement).toHaveClass('positive'); | ||
}); | ||
}); |
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