Spaces:
Sleeping
Sleeping
detoxify
Browse files
app.py
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from flask import Flask, request, jsonify, render_template_string
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from detoxify import Detoxify
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import os
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# Flask uygulamasını başlat
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app = Flask(__name__)
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# Detoxify Multilingual modelini yükle
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model = Detoxify('multilingual')
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# API anahtarını environment variable'dan al
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API_KEY = os.getenv('API_KEY')
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# Test arayüzü için HTML şablonu
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HTML_TEMPLATE = '''
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Detoxify API Test</title>
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</head>
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<body>
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<h1>Detoxify Multilingual API Test</h1>
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<form id="testForm">
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<label for="api_key">API Key:</label>
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<input type="text" id="api_key" name="api_key" required><br><br>
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<label for="text">Analiz Edilecek Metin:</label>
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<input type="text" id="text" name="text" required><br><br>
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<button type="submit">Analiz Et</button>
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</form>
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<div id="results"></div>
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<script>
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document.getElementById('testForm').addEventListener('submit', function(event) {
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event.preventDefault();
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const apiKey = document.getElementById('api_key').value;
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const text = document.getElementById('text').value;
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fetch('/predict', {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json'
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},
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body: JSON.stringify({api_key: apiKey, texts: [text]})
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})
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.then(response => response.json())
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.then(data => {
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const resultsDiv = document.getElementById('results');
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if (data.error) {
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resultsDiv.innerHTML = `<p style="color:red;">Hata: ${data.error}</p>`;
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} else {
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let html = '<h2>Sonuçlar:</h2>';
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for (const [key, value] of Object.entries(data)) {
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html += `<p>${key}: ${value[0].toFixed(5)}</p>`;
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}
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resultsDiv.innerHTML = html;
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}
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})
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.catch(error => {
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console.error('Hata:', error);
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});
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});
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</script>
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</body>
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</html>
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'''
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# Ana sayfa route'u
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@app.route('/')
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def home():
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return render_template_string(HTML_TEMPLATE)
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# API endpoint'i
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@app.route('/predict', methods=['POST'])
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def predict():
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# İstekten JSON verisini al
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data = request.get_json()
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api_key = data.get('api_key')
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texts = data.get('texts')
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# API anahtarını kontrol et
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if api_key != API_KEY:
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return jsonify({"error": "Geçersiz API anahtarı"}), 401
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# Girişin geçerli olduğunu kontrol et
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if not texts or not isinstance(texts, list):
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return jsonify({"error": "Geçersiz giriş, metin listesi bekleniyor"}), 400
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# Detoxify modeliyle tahmin yap
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results = model.predict(texts)
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return jsonify(results)
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# Sunucuyu çalıştır (HuggingFace Spaces'de bu satır otomatik işlenir)
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if __name__ == '__main__':
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app.run(debug=True)
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