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detoxify

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  1. app.py +94 -0
app.py ADDED
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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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+
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+ # Flask uygulamasını başlat
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+ app = Flask(__name__)
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+
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+ # Detoxify Multilingual modelini yükle
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+ model = Detoxify('multilingual')
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+
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+ # API anahtarını environment variable'dan al
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+ API_KEY = os.getenv('API_KEY')
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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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)