Add files via upload

Author: grishma2001

__init__.py

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+from flask import Flask
+from os import path
+from .views import views
+
+def create_app():
+    app = Flask(__name__)
+    app.config['SECRET_KEY']="modi"
+    app.register_blueprint(views,url_prefix="/")
+    return app

app.py

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+from news import create_app
+
+if __name__==("__main__"):
+    app = create_app()
+    app.run(debug=True)
+     

views.py

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+from flask import render_template, Blueprint, request, flash
+views = Blueprint("views", __name__)
+
+
+@views.route("/", methods=["POST", "GET"])
+@views.route("/home", methods=["POST", "GET"])
+def home():
+    if request.method == 'POST':
+        news = request.form.get("news")
+        print(news)
+        from flask import flash
+        import pandas as pd
+        import numpy as np
+        from sklearn.feature_extraction.text import CountVectorizer
+        from sklearn.model_selection import train_test_split
+        from sklearn.naive_bayes import MultinomialNB
+        from GoogleNews import GoogleNews
+
+        data = pd.read_csv("./fake_news.csv")
+        print(data.head())
+        x = np.array(data["title"])
+        y = np.array(data["label"])
+
+        cv = CountVectorizer()
+        x = cv.fit_transform(x)
+        xtrain, xtest, ytrain, ytest = train_test_split(
+        x, y, test_size=0.2, random_state=42)
+        model = MultinomialNB()
+        p=model.fit(xtrain, ytrain)
+
+        news_headline = news
+
+
+        data = cv.transform([news_headline]).toarray()
+        result = model.predict(data)
+
+        print(result)
+        if result == ['FAKE']:
+            print("fake")
+            flash("The news is fake!", category='error')
+        elif result == ['REAL']:
+            print("true")
+            flash("The news is \n real Trust me!", category='sucess')
+
+    return render_template("home.html")
+
+@views.route("/chart")
+def chart():
+    return render_template("chart.html")
+
+
+@views.route("/news",methods=["POST", "GET"])
+def news():
+    c=""
+    i=0
+    if request.method == 'POST':
+        import numpy as np
+        from GoogleNews import GoogleNews
+        news = request.form.get("news")
+        print(news)
+        news_headline = news
+        googlenews = GoogleNews()
+        googlenews = GoogleNews('en', 'd')
+
+        googlenews.search(news_headline)
+        googlenews.get_news(news_headline)
+        googlenews.getpage(1)
+
+        googlenews.result()
+        a=googlenews.gettext()
+        b=np.asarray(a)
+        print(type(b))
+
+        c=b[0:6]
+    return render_template("news.html",c=c,i=i)