final project

.gitignore

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+env/
+env5/
+App/Untitled.ipynb
+App/Untitled1.ipynb
+App/Untitled2.ipynb
+Untitled.ipynb
+__pycache__
+.ipynb_checkpoints
+App/__pycache__
+.DS_Store
+App/pipeline1.sav
+Untitled1.ipynb

App/app.py

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+from flask import Flask, abort, jsonify, request, render_template
+import joblib
+from feature import *
+import json
+from find_real_news import get_real_news  # get real news from NewsAPI
+
+pipeline = joblib.load('./pipeline_final.sav')
+
+app = Flask(__name__)
+
+
+@app.route('/')
+def home():
+    name = "TechnologIQ"
+    return render_template('index.html', name=name)
+
+
+@app.route('/api', methods=['POST'])
+def get_delay():
+
+    result = request.form
+    query_news = result['news']
+    # returns dictionary with language, original text and translated text
+    translated_query = lang_translate(query_news)
+    cleaned_query = remove_punctuation_stopwords_lemma(
+        translated_query["final_text"])
+    query = get_all_query(translated_query["final_text"])
+    pred = pipeline.predict(query)
+    print(pred)
+
+    # if news is fake, display alternative real news using NewsAPI
+    real_news = get_real_news(translated_query["final_text"])
+    return render_template('resultpage.html', test="test2", pred=pred, translated_query=translated_query, cleaned_query=cleaned_query, real_news=real_news)
+
+
+if __name__ == '__main__':
+    app.run(port=8080, debug=True)