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Dockerfile

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+# Use the official Python 3.10 image
+FROM python:3.10
+ 
+# Set the working directory to /code
+WORKDIR /code
+ 
+# Copy the current directory contents into the container at /code
+COPY ./requirements.txt /code/requirements.txt
+
+# Flask uygulamasını ve ilgili dizinleri kopyala
+COPY static/ /code/static
+COPY templates/ /code/templates
+
+# Install requirements.txt 
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+ 
+# Set up a new user named "user" with user ID 1000
+RUN useradd -m -u 1000 user
+# Switch to the "user" user
+USER user
+# Set home to the user's home directory
+ENV HOME=/home/user PATH=/home/user/.local/bin:$PATH
+ 
+# Set the working directory to the user's home directory
+WORKDIR $HOME/code
+ 
+# Copy the current directory contents into the container at $HOME/app setting the owner to the user
+COPY --chown=user . $HOME/code
+
+ENV FLASK_APP=app.py
+
+EXPOSE 8000
+
+# Start the FastAPI app on port 7860, the default port expected by Spaces
+CMD ["flask", "run", "--host=0.0.0.0"]

app.py

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+from flask import Flask, render_template, request
+from bs4 import BeautifulSoup
+from urllib.request import urlopen, Request
+from google_play_scraper import reviews
+from app_store_scraper import AppStore
+import re
+
+app = Flask(__name__)  
+
+################################################################################################
+# Sikayetvar
+################################################################################################
+
+headers = {'user-agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.28 Safari/537.36'}
+
+def sikayetvar_get_complaint_links(url):
+    yorum_linkleri = []
+    page_url = f"{url}?page=1"
+    req = Request(page_url, headers=headers)
+    page_request = urlopen(req)
+    soup = BeautifulSoup(page_request.read(), "html.parser")
+    containers = soup.find_all("article", class_="card-v2 card-v3 ga-v ga-c")
+    for i in range(3):
+        a_div = containers[i].find("a", class_="complaint-layer card-v3-container")
+        data_url = a_div['href']
+        print(data_url)
+        yorum_linkleri.append("https://www.sikayetvar.com" + data_url)
+    return yorum_linkleri
+    
+def sikayetvar_scrape_complaint(url):
+    req = Request(url, headers=headers)
+    page_request = urlopen(req)
+    soup = BeautifulSoup(page_request, "html.parser")
+    try:
+        yorum = soup.find("div", class_="complaint-detail-description").text.strip()
+        return yorum
+    except Exception as e:
+        print(f"Error processing {url}: {e}")
+        return None
+
+def sikayetvar_find(search):
+    url = f"https://www.sikayetvar.com/{search}"
+    review_links = sikayetvar_get_complaint_links(url)
+    reviews_arr = []
+
+    for idx, link in enumerate(review_links, 1):
+        complaint_data = sikayetvar_scrape_complaint(link)
+        reviews_arr.append({f"{idx}": complaint_data})
+
+    return reviews_arr
+
+################################################################################################
+
+################################################################################################
+# Google Play Store
+################################################################################################
+
+def playstore_get_reviews(url):
+    result = reviews(url, lang="tr", country="tr", count=3)
+    reviews_arr = []
+    for idx, r in enumerate(result[0]):
+        reviews_arr.append({f"{idx}": r["content"]})
+
+    return reviews_arr
+
+
+def playstore_find(search):
+    search_json = {
+        "paycell": "com.turkcell.paycell",
+        "turkcell": "com.ttech.android.onlineislem",
+        "bip": "com.turkcell.bip",
+        "gnç": "com.solidict.gnc2",
+        "upcall": "com.turkcell.sesplus",
+        "platinum": "com.turkcellplatinum.main",
+        "calarkendinlet": "tr.com.turkcell.calarkendinlet",
+        "tv+": "com.turkcell.ott",
+        "fizy": "com.turkcell.gncplay",
+        "lifebox": "tr.com.turkcell.akillidepo"
+    }
+
+    url = search_json[search]
+    result = playstore_get_reviews(url)
+    return result
+
+################################################################################################
+
+################################################################################################
+# App Store
+################################################################################################
+
+def appstore_get_reviews(app_name, app_id):
+    data = AppStore(country='tr', app_name=app_name, app_id=app_id)
+    data.review(how_many=1)
+
+    reviews_arr = []
+    print(data.reviews)
+    print(len(data.reviews))
+    for idx, r in enumerate(data.reviews[:3]):
+        reviews_arr.append({f"{idx}": r["review"]})
+
+    return reviews_arr
+
+def appstore_find(search):
+    search_json = {
+        "paycell": { "app_name": "Paycell - Digital Wallet", "app_id": 1198609962 },
+        "turkcell": { "app_name": "Turkcell", "app_id": 335162906 },
+        "bip": { "app_name": "BiP - Messenger, Video Call", "app_id": 583274826 },
+        "gnç": { "app_name": "GNÇ", "app_id": 894318685 },
+        "upcall": { "app_name": "UpCall", "app_id": 1149307476 },
+        "platinum": { "app_name": "Turkcell Platinum", "app_id": 671494224 },
+        "calarkendinlet": { "app_name": "ÇalarkenDinlet", "app_id": 1026830839 },
+        "tv+": { "app_name": "TV+", "app_id": 835880015 },
+        "fizy": { "app_name": "fizy – Music & Video", "app_id": 404239912 },
+        "lifebox": { "app_name": "Lifebox: Storage & Backup", "app_id": 665036334 }
+    }
+
+    app_name = search_json[search]["app_name"]
+    app_id = search_json[search]["app_id"]
+    result = appstore_get_reviews(app_name, app_id)
+    return result
+
+################################################################################################
+
+
+@app.route("/")
+def main():
+    return render_template('./home.html')
+
+""" @app.route("/predict", methods=['POST'])
+def home():
+    search = request.form['search']
+    firm = request.form["firm"]
+    if firm == "sikayetvar":
+        reviews_arr = sikayetvar_find(search)
+    elif firm == "playstore":
+        reviews_arr = playstore_find(search)
+    elif firm == "appstore":
+        reviews_arr = appstore_find(search)
+
+    pred = "Negative"
+    return render_template('./after.html', data=reviews_arr) """
+@app.route("/predict", methods=['POST'])
+def home():
+    search = request.form['search']
+    firm = request.form["firm"]
+    if firm == "sikayetvar":
+        reviews_arr = sikayetvar_find(search)
+    elif firm == "playstore":
+        reviews_arr = playstore_find(search)
+    elif firm == "appstore":
+        reviews_arr = appstore_find(search)
+
+    # Başlığı dinamik olarak ayarla
+    title = f"{firm} sitesinde {search} firmasi için yapılan yorumlar"
+    print(reviews_arr)
+    def clean_comment(comment_dict):
+        comment = next(iter(comment_dict.values()))
+        return re.sub(r"\{'\d+':\s'(.+)'\}", r"\1", comment)
+    reviews_arr = [clean_comment(review) for review in reviews_arr]
+    return render_template('./after.html', data=reviews_arr, title=title, search=search)
+
+app.run(port=8000, debug=True)

requirements.txt

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+Flask
+re
+urllib
+google-play-scraper
+app-store-scraper
+beautifulsoup4

static/css/style.css

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+* {
+    --bg-color: #ff;
+    --glass-color: rgb(0, 0, 0, 0.8);
+    --searchbar-height: 3.0rem;
+}
+
+body {
+    background: var(--bg-color);
+    margin: 0;
+    font-family: 'Poppins', 'Helvetica Neue', Helvetica, Arial, sans-serif;
+    display: flex;
+    flex-direction: column;
+    justify-content: space-between;
+    height: 100vh;
+}
+
+nav {
+    height: 3em;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 0 1rem;
+}
+
+.links:hover {
+    text-decoration: underline;
+}
+
+.icon-container img {
+    height: 1.5em;
+    border-radius: 50%;
+    display: flex;
+}
+
+.center-container {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    gap: 1rem;
+}
+
+.searchbar-container {
+    border: 1px solid var(--glass-color);
+    height: var(--searchbar-height);
+    width: 90%;
+    max-width: 600px;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+}
+
+.searchbar-container img {
+    height: 1.5rem;
+    padding: 0 0.5rem;
+}
+
+.searchbar-container input {
+    height: 40px;
+    outline: none;
+    border: none;
+    margin-top: 5px;
+    width: 100%;
+    color: black;
+    background-color: white;
+    font-family: poppins, monospace;
+}
+
+.buttons-container {
+    display: flex;
+    gap: 1rem;
+}
+
+.buttons-container input {
+    height: var(--searchbar-height);
+    background-color: var(--hover-color);
+    color: white;
+    background-color: #9c9c9c;
+    font-family: poppins, monospace;
+    padding: 0 1rem;
+    font-weight: 300;
+    border: 1px solid transparent;
+}
+
+.buttons-container input:hover {
+    border: 1px solid var(--glass-color);
+}
+
+footer {
+    background-color: #ebeaea;
+}
+
+footer a {
+    color: black;
+    text-decoration: none;
+    opacity: 0.6;
+    font-weight: 300;
+    font-size: 0.8rem;
+}
+
+footer a:hover {
+    text-decoration: underline;
+}
+
+.footer-links div:not(:nth-of-type(2)) a {
+    padding: 0 0.5rem;
+}
+
+footer img {
+    height: 0.7rem;
+}
+
+.footer-links {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 1rem;
+    justify-content: space-evenly;
+    padding: 1rem;
+}
+
+form {
+    padding-top: 16;
+    width: 700;
+    display: flex;
+}

templates/after.html

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+<!DOCTYPE html>
+<html lang="en">
+
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>{{ title }}</title>
+    <!-- Bootstrap CSS -->
+    <link href="https://fonts.googleapis.com/css2?family=Montserrat:wght@400;700&display=swap" rel="stylesheet">
+    <link href="https://maxcdn.bootstrapcdn.com/bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet">
+    <style>
+        .custom-heading {
+            color: #0f0b5d;
+            font-family: 'Montserrat', sans-serif;
+            font-weight: bold;
+            font-size: 18px;
+            /* İstediğiniz boyutu ayarlayın */
+        }
+
+        body {
+            background-image: url("{{ url_for('static', filename='crystal_background.jpg') }}");
+            background-size: cover;
+            /* Görseli merkeze hizala */
+            background-repeat: repeat;
+            /* Görselin tekrarını engelle */
+        }
+
+        .container {
+            border-radius: 8px;
+            box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1);
+            padding: 20px;
+        }
+
+        .data-item {
+            background-color: #e9ecef;
+            border-radius: 4px;
+            padding: 15px;
+            color: #495057;
+            font-size: 18px;
+            margin-bottom: 10px;
+            word-wrap: break-word;
+        }
+
+        .data-title {
+            font-weight: bold;
+            margin-bottom: 10px;
+
+        }
+    </style>
+</head>
+
+<body>
+    <div class="container">
+        <h1 class="mb-4" style="   text-align: center;"> YORUMLAR </h1>
+        <div style="display: flex; flex-direction: row;">
+            <div
+                style="height: 600px; width: 360px; margin-left: 60px; margin-right: 60px; background-color: rgb(255, 255, 255); display: flex; flex-direction: column; align-items: center; border-color: rgb(213, 210, 210); border-width: 1px; border-style: solid;">
+                <img src="{{ url_for('static', filename='gator_logo.jpeg') }}" alt="Logo" class="img-fluid"
+                    style="max-width: 200px; margin-top: 20px; margin-bottom: 10px;">
+                <h3 style="font-family: 'Montserrat', sans-serif;"> G4TOR </h3>
+                <p style="font-family: 'Montserrat', sans-serif; font-size: 18px; color: black;"> Türkçe Doğal Dil İşleme Yarışması </p>
+                <div
+                    style="display: flex; width: 80%; background-color: #35afd4; border-bottom: 2px,solid,rgb(138, 36, 172); margin-bottom: 3px; justify-content: center; align-items: center;">
+                    <p class="custom-heading" > GÜNCEL YORUMLAR </p>
+                </div>
+                <div
+                    style="display: flex; width: 80%; background-color: #35afd4; border-bottom: 1px,solid,rgb(43, 122, 117); justify-content: center; align-items: center;">
+                    <p class="custom-heading" > YORUM ANALİZİ </p>
+                </div>
+            </div>
+            <div style="width: 70%;">
+                {% for item in data %}
+                <div
+                    style="padding: 10px; display: flex; flex-direction: column; width: 90%; background-color: #fff; height: 200px; border-color: rgb(213, 210, 210); border-width: 1px; border-style: solid; border-radius: 4px; margin-bottom: 10px;">
+                    <div style="display: flex; flex-direction: row;">
+                        <img src="{{ url_for('static', filename='comment_logo.png') }}" alt="Logo" class="img-fluid"
+                            style="max-width: 50px; margin-bottom: 25px;">
+                        <div
+                            style="display: flex; background-color: #15a84f; width: 100px; height: 30px; justify-content: center; align-items: center; margin-left: 30px; margin-top: 5px;">
+                            <p style="color: #fff;"> OLUMLU </p>
+                        </div>
+                    </div>
+                    <span style="font-size: 20px; color: black; font-weight: 600;">
+                        {{ item }}
+                    </span>
+                    <br>
+                    <div style="display: flex; flex-direction: row;">
+                        <p style="font-size: 18px; color: rgb(162, 162, 162); font-weight: 600;"> 2024-08-05 12.59.45
+                            Sikayetvar - Turkcell </p>
+                        <div
+                            style="display: flex; background-color: #35afd4; width: 80px; height: 30px; margin-left: 30px; margin-top: 10px; justify-content: center; align-items: center;">
+                            <h3> Turkcell </h3>
+                        </div>
+                    </div>
+                </div>
+                {% endfor %}
+            </div>
+        </div>
+    </div>
+    <!-- Bootstrap JS, Popper.js, and jQuery (optional) -->
+    <script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/5.3.0/js/bootstrap.min.js"></script>
+</body>
+
+</html>

templates/home.html

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+<!-- <!DOCTYPE html>
+<html lang="tr">
+
+<head>
+    <meta charset="UTF-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>G4T0R2 SEARCH</title>
+    <link rel="stylesheet" href="{{ url_for('static', filename = 'css/style.css') }}" />
+    <link rel="preconnect" href="https://fonts.googleapis.com">
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+    <link href="https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600&display=swap" rel="stylesheet">
+</head>
+
+<body>
+    <div class="center-container">
+        <div class="logo-container">
+            <img src="{{ url_for('static', filename = 'banner.png') }}" alt="Logo" width="250"
+                style="margin-top: 350px;">
+        </div>
+
+        <div class="searchbar-container">
+            <form method="POST" , action="/predict" style="width: 700px;">
+                <input type="text" , name='search' , placeholder="Cumle giriniz.">
+
+                <select name="firm">
+                    <option value="sikayetvar">Sikayetvar</option>
+                    <option value="playstore">Play Store</option>
+                    <option value="appstore">App Store</option>
+                </select>
+
+                <div class="buttons-container">
+                    <input type="submit" value="Sınıflandır">
+                </div>
+            </form>
+        </div>
+
+
+    </div>
+
+    <footer>
+        <div class="footer-links">
+            <div>
+                <a href="https://github.com/thealper2/gat0r-nlp">Github</a>
+            </div>
+            <div>
+                <img src="{{ url_for('static', filename = 'logo.jpg') }}" alt="logo" width="20">
+                <a href="https://github.com/thealper2/gat0r-nlp ">GAT0R</a>
+            </div>
+        </div>
+    </footer>
+
+</body>
+
+</html> -->
+
+<!DOCTYPE html>
+<html lang="tr">
+<style>
+    body {
+        font-family: 'Poppins', sans-serif;
+    }
+
+    footer {
+        background-color: #f8f9fa;
+    }
+</style>
+
+<head>
+    <meta charset="UTF-8">
+    <meta http-equiv="X-UA-Compatible" content="IE=edge">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>G4T0R2 SEARCH</title>
+    <!-- Bootstrap CSS -->
+    <link href="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/css/bootstrap.min.css" rel="stylesheet">
+    <link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}">
+    <!-- Google Fonts -->
+    <link href="https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600&display=swap" rel="stylesheet">
+</head>
+
+<body>
+    <div class="container text-center mt-5">
+        <div class="mb-5">
+            <img src="{{ url_for('static', filename='gator_logo.jpeg') }}" alt="Logo" class="img-fluid"
+                style="max-width: 200px;margin-top: 20px; margin-bottom: 25px;">
+        </div>
+
+        <div class="row justify-content-center">
+            <div class="col-md-8">
+                <form method="POST" action="/predict" class="form-inline justify-content-center">
+                            <input type="text" name="search" class="form-control mr-2" placeholder="Cümle giriniz."
+                                style="width: 300px;">
+                            <select name="firm" class="form-control mr-2">
+                                <option value="sikayetvar">Sikayetvar</option>
+                                <option value="playstore">Play Store</option>
+                                <option value="appstore">App Store</option>
+                            </select>
+                            <button type="submit" class="btn btn-primary">Sınıflandır</button>
+                </form>
+            </div>
+        </div>
+    </div>
+
+    <footer>
+        <div class="footer-links">
+            <div>
+                <a href="https://github.com/thealper2/gat0r-nlp">Github</a>
+            </div>
+            <div>
+                <img src="{{ url_for('static', filename = 'logo.jpg') }}" alt="logo" width="20">
+                <a href="https://github.com/thealper2/gat0r-nlp ">GAT0R</a>
+            </div>
+        </div>
+    </footer>
+
+    <!-- Bootstrap JS and dependencies -->
+    <script src="https://code.jquery.com/jquery-3.5.1.slim.min.js"></script>
+    <script src="https://cdn.jsdelivr.net/npm/@popperjs/[email protected]/dist/umd/popper.min.js"></script>
+    <script src="https://stackpath.bootstrapcdn.com/bootstrap/4.5.2/js/bootstrap.min.js"></script>
+</body>
+
+</html>