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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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app = Flask(__name__) |
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model = Detoxify('multilingual') |
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API_KEY = os.getenv('API_KEY') |
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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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@app.route('/') |
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def home(): |
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return render_template_string(HTML_TEMPLATE) |
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@app.route('/predict', methods=['POST']) |
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def predict(): |
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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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if api_key != API_KEY: |
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return jsonify({"error": "Geçersiz API anahtarı"}), 401 |
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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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results = model.predict(texts) |
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return jsonify(results) |
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if __name__ == '__main__': |
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app.run(debug=True) |
