app.py

# Gerekli kütüphaneleri içe aktar
import nltk
from nltk import *
from nltk.corpus import stopwords
from nltk.tokenize import word_tokenize
import string
import stylecloud
from PIL import Image
import matplotlib.pyplot as plt

# NLTK kütüphanesinden gerekli bileşenleri indir
nltk.download('stopwords')
nltk.download('punkt')

def preprocess_and_create_stylecloud(file_path, output_name='stylecloud.png', 
                                     icon_name='fas fa-coffe', lang='english'):
    # Metni dosyadan oku
    with open(file_path, 'r', encoding='utf-8') as f:
        text = f.read()

    # Türkçe stopwords listesini yükle
    stop_words = set(stopwords.words(lang))

    # Noktalama işaretlerini kaldır
    translator = str.maketrans('', '', string.punctuation)
    text = text.translate(translator)

    # Metni tokenlere ayır ve küçük harfe çevir
    tokens = word_tokenize(text.lower(), language=lang)

    # Stopwords'ü filtrele
    filtered_tokens = [word for word in tokens if word not in stop_words]

    # Filtrelenmiş tokenleri birleştir
    processed_text = ' '.join(filtered_tokens)

    # StyleCloud oluştur
    stylecloud.gen_stylecloud(text=processed_text,
                              icon_name=icon_name,
                              output_name=output_name)
    # Oluşturulan StyleCloud'u göster
    im = Image.open(output_name)
    plt.figure(figsize=(10, 10))
    plt.imshow(im)
    plt.axis('off')  # Eksenleri gizle
    plt.show()

import streamlit as st
import stylecloud

def create_stylecloud(text, language, icon):
    output_file = "stylecloud.png"
    
    stylecloud.gen_stylecloud(text=text,
                              icon_name=icon,
                              output_name=output_file)
    
    return output_file

st.title("WordCloud Creator")

file = st.file_uploader("Text File Import", type=["txt"])

if file is not None:
    text = file.getvalue().decode("utf-8")
    
    language = st.radio("Language", ["tr", "en"])
    
    icon_options = [
    "fas fa-car",
    "fas fa-star",
    "fas fa-trophy",
    "fas fa-heart",
    "fas fa-wifi",
    "fas fa-laptop",
    "fas fa-coffee",
    "fas fa-radio",
    "fas fa-snowflake",
    "fas fa-apple",
    "fas fa-basketball-ball",
    "fas fa-bell",
    "fas fa-bicycle",
    "fas fa-binoculars",
    "fas fa-birthday-cake",
    "fas fa-blender",
    "fas fa-bomb",
    "fas fa-book",
    "fas fa-bowling-ball",
    "fas fa-box",
    "fas fa-bread-slice",
    "fas fa-briefcase",
    "fas fa-broom",
    "fas fa-brush",
    "fas fa-bug",
    "fas fa-building",
    "fas fa-bullhorn",
    "fas fa-bullseye",
    "fas fa-bus",
    "fas fa-calculator",
    "fas fa-calendar",
    "fas fa-camera",
    "fas fa-campground",
    "fas fa-candy-cane",
    "fas fa-carrot",
    "fas fa-cat",
    "fas fa-chair",
    "fas fa-chess",
    "fas fa-chess-king",
    "fas fa-chess-knight",
    "fas fa-chess-pawn",
    "fas fa-chess-queen",
    "fas fa-chess-rook",
    "fas fa-child",
    "fas fa-church",
    "fas fa-circle",
    "fas fa-city",
    "fas fa-clipboard",
    "fas fa-clock",
    "fas fa-cloud",
    "fas fa-cloud-moon",
    "fas fa-cloud-sun",
    "fas fa-cocktail",
    "fas fa-code",
    "fas fa-coins",
    "fas fa-compass",
    "fas fa-cookie",
    "fas fa-couch",
    "fas fa-crown",
    "fas fa-cube",
    "fas fa-database",
    "fas fa-desktop",
    "fas fa-dice",
    "fas fa-dog",
    "fas fa-dragon",
    "fas fa-drum",
    "fas fa-dumbbell",
    "fas fa-envelope",
    "fas fa-eye",
    "fas fa-fan",
    "fas fa-feather",
    "fas fa-fighter-jet",
    "fas fa-fire",
    "fas fa-fire-extinguisher",
    "fas fa-flag",
    "fas fa-flask",
    "fas fa-football-ball",
    "fas fa-frog",
    "fas fa-gamepad",
    "fas fa-gem",
    "fas fa-gift",
    "fas fa-glasses",
    "fas fa-globe",
    "fas fa-guitar",
    "fas fa-hammer",
    "fas fa-hat-cowboy",
    "fas fa-headphones",
    "fas fa-helicopter",
    "fas fa-home",
    "fas fa-hourglass",
    "fas fa-ice-cream",
    "fas fa-inbox",
    "fas fa-key",
    "fas fa-laptop",
    "fas fa-leaf",
    "fas fa-lemon",
    "fas fa-lightbulb",
    "fas fa-lock",
    "fas fa-magic",
    "fas fa-map",
    "fas fa-microphone",
    "fas fa-moon",
    "fas fa-motorcycle",
    "fas fa-mountain",
    "fas fa-mug-hot",
    "fas fa-music",
    "fas fa-newspaper",
    "fas fa-palette",
    "fas fa-paw",
    "fas fa-peace",
    "fas fa-pen",
    "fas fa-penguin",
    "fas fa-phone",
    "fas fa-pizza-slice",
    "fas fa-plane",
    "fas fa-plant",
    "fas fa-plug",
    "fas fa-poo",
    "fas fa-print",
    "fas fa-puzzle-piece",
    "fas fa-robot",
    "fas fa-rocket",
    "fas fa-route",
    "fas fa-rss",
    "fas fa-satellite",
    "fas fa-shield-alt",
    "fas fa-shipping-fast",
    "fas fa-shoe-prints",
    "fas fa-skull",
    "fas fa-smile",
    "fas fa-space-shuttle",
    "fas fa-spider",
    "fas fa-sun",
    "fas fa-swatchbook",
    "fas fa-sword",
    "fas fa-table-tennis",
    "fas fa-tag",
    "fas fa-taxi",
    "fas fa-teeth",
    "fas fa-theater-masks",
    "fas fa-thermometer",
    "fas fa-toolbox",
    "fas fa-train",
    "fas fa-tree",
    "fas fa-tshirt",
    "fas fa-umbrella",
    "fas fa-utensils",
    "fas fa-venus",
    "fas fa-virus",
    "fas fa-walking",
    "fas fa-water",
    "fas fa-webcam",
    "fas fa-wine-bottle",
    "fas fa-wrench",
    "fas fa-yin-yang",
    "fas fa-anchor",
    "fas fa-battery-full",
    "fas fa-bowling-pins",
    "fas fa-brain",
    "fas fa-bugle",
    "fas fa-campfire",
    "fas fa-chess-bishop",
    "fas fa-cloud-showers-heavy",
    "fas fa-crow",
    "fas fa-dice-d20",
    "fas fa-feather-alt",
    "fas fa-fighter-jet",
    "fas fa-film",
    "fas fa-football-helmet",
    "fas fa-frog",
    "fas fa-funnel-dollar",
    "fas fa-gas-pump",
    "fas fa-gifts",
    "fas fa-glasses",
    "fas fa-hiking",
    "fas fa-ice-skate",
    "fas fa-laptop-medical",
    "fas fa-mitten",
    "fas fa-mosque",
    "fas fa-oil-can",
    "fas fa-palette",
    "fas fa-parachute-box",
    "fas fa-pepper-hot",
    "fas fa-piggy-bank",
    "fas fa-robot",
    "fas fa-route",
    "fas fa-ruler",
    "fas fa-ruler-combined",
    "fas fa-shapes",
    "fas fa-skating",
    "fas fa-sleigh",
    "fas fa-smoking",
    "fas fa-snowboarding",
    "fas fa-snowplow",
    "fas fa-stethoscope",
    "fas fa-stroopwafel",
    "fas fa-subway",
    "fas fa-swatchbook",
    "fas fa-swimmer",
    "fas fa-tachometer-alt",
    "fas fa-theater-masks",
    "fas fa-tractor",
    "fas fa-tree-decorated",
    "fas fa-tree-large",
    "fas fa-truck-monster",
    "fas fa-tv-retro",
    "fas fa-umbrella-beach",
    "fas fa-unicorn",
    "fas fa-user-astronaut",
    "fas fa-user-ninja",
    "fas fa-user-secret",
    "fas fa-volleyball-ball",
    "fas fa-walking",
    "fas fa-wind",
    "fas fa-window-maximize",
    "fas fa-windsock",
    "fas fa-wine-glass",
    "fas fa-wizard-hat",
    "fas fa-yen-sign",
    "fas fa-zeppelin"
  ]

    icon = st.selectbox("Select Icon", icon_options, index=1)
    
    if st.button("Create"):
        output_file = create_stylecloud(text, language, icon)
        st.markdown(f"### [Download WordCloud](./{output_file})")

        image = Image.open(output_file)
        st.image(image, caption='WordCloud', use_column_width=True)