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app.py
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| 1 |
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import streamlit as st
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| 2 |
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import re
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| 3 |
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import numpy as np
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import matplotlib.pyplot as plt
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from io import BytesIO
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def run_turkish():
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| 8 |
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# Başlık
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| 9 |
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st.title("Note Analyzer Streamlit Uygulaması")
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| 10 |
+
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| 11 |
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# Uygulamanın çalışma prensibi görüntüleme durumu
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| 12 |
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if "show_images" not in st.session_state:
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st.session_state.show_images = True # Varsayılan olarak resimler gösterilsin
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+
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| 15 |
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# Kullanıcıdan veri alma (Sidebar sabit kalıyor)
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| 16 |
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st.sidebar.header("Girdi Alanları")
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| 17 |
+
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| 18 |
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# Dosya yükleme veya metin girişi seçimi
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| 19 |
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input_method = st.sidebar.radio(
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"Notları nasıl gireceksiniz?",
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options=["Dosya Yükle", "Kopyala-Yapıştır"]
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| 22 |
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)
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| 23 |
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uploaded_file = None
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text_input = None
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| 26 |
+
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| 27 |
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if input_method == "Dosya Yükle":
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| 28 |
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uploaded_file = st.sidebar.file_uploader("Notlar Dosyasını Yükleyin (TXT)", type=["txt"])
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| 29 |
+
elif input_method == "Kopyala-Yapıştır":
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| 30 |
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text_input = st.sidebar.text_area("Notları Yapıştırın", height=200)
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| 31 |
+
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| 32 |
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# Diğer parametreler
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| 33 |
+
lecture_name = st.sidebar.text_input("Ders Adı", value="Ders Adı")
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| 34 |
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perfect_score = st.sidebar.number_input("Sınav Puanı Üst Limiti", value=100, step=1)
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| 35 |
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my_note = st.sidebar.number_input("Benim Notum", value=0.0, step=0.1)
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| 36 |
+
note_s_axis_diff = st.sidebar.number_input("Notlar X Ekseni Ortak Farkı", value=5, step=1)
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| 37 |
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amount_s_axis_diff = st.sidebar.number_input("Miktar Y Ekseni Ortak Farkı", value=1, step=1)
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| 38 |
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first_step = st.sidebar.number_input("İlk Adım", value=0, step=1)
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| 39 |
+
increase_amount = st.sidebar.number_input("Artış Miktarı", value=1, step=1)
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| 40 |
+
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| 41 |
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if st.sidebar.button("Analizi Çalıştır"):
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| 42 |
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# Butona basıldığında resimleri gizle
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| 43 |
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st.session_state.show_images = False
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| 44 |
+
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| 45 |
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# Resimler yalnızca show_images True ise gösterilir
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| 46 |
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if st.session_state.show_images:
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| 47 |
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st.subheader("Uygulamanın Çalışma Prensibi")
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| 48 |
+
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| 49 |
+
# Resimlerin dosya isimlerini sırayla listele
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| 50 |
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image_files = ["turkish/a.png", "turkish/b.png", "turkish/c.png", "turkish/d.png"]
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| 51 |
+
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| 52 |
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# Resimleri alt alta ekle
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| 53 |
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for image_file in image_files:
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st.image(image_file, use_container_width=True)
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| 55 |
+
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| 56 |
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# Notları yükleme ve işleme işlemleri (Butona basıldıysa çalışır)
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| 57 |
+
if not st.session_state.show_images:
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| 58 |
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if input_method == "Dosya Yükle" and uploaded_file is None:
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| 59 |
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st.error("Lütfen bir dosya yükleyin!")
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| 60 |
+
elif input_method == "Kopyala-Yapıştır" and not text_input:
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| 61 |
+
st.error("Lütfen notları metin kutusuna yapıştırın!")
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| 62 |
+
else:
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| 63 |
+
try:
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| 64 |
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# Dosya veya metin kutusundan içerik okuma
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| 65 |
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if uploaded_file:
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| 66 |
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content = uploaded_file.read().decode("utf-8")
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| 67 |
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elif text_input:
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| 68 |
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content = text_input
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| 69 |
+
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| 70 |
+
# Veriyi işleme
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| 71 |
+
result = re.split(r'[ \n]+', content)
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| 72 |
+
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| 73 |
+
# Strip fonksiyonu ve kaçış dizisi temizliği
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| 74 |
+
notes_result = [x.strip() for x in result[first_step::increase_amount] if x.strip() != '∅' and x.strip() != "NA"]
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| 75 |
+
notes_result = list(map(lambda x: float(x), notes_result))
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| 76 |
+
notes_result = np.array(notes_result)
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| 77 |
+
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| 78 |
+
# İstatistikler
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| 79 |
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average_x = np.average(notes_result)
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| 80 |
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min_x = notes_result.min()
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| 81 |
+
max_x = notes_result.max()
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| 82 |
+
std = np.std(notes_result)
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| 83 |
+
z_score = (my_note - average_x) / std
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| 84 |
+
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| 85 |
+
# İstatistikleri ekrana yazdırma
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| 86 |
+
st.subheader("Genel Bilgiler")
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| 87 |
+
st.write(f"Katilimci Sayısı: {len(notes_result)}")
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| 88 |
+
st.write(f"En Düşük Not: {min_x:.2f}")
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| 89 |
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st.write(f"En Yüksek Not: {max_x:.2f}")
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| 90 |
+
st.write(f"Ortalama Not: {average_x:.2f}")
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| 91 |
+
st.write(f"Standart Sapma: {std:.2f}")
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| 92 |
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st.write(f"Z-Skoru: {z_score:.2f}")
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| 93 |
+
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| 94 |
+
# Grafik oluşturma
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| 95 |
+
st.subheader("Not Dağılım Grafiği")
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| 96 |
+
unique_values, counts = np.unique(notes_result, return_counts=True)
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| 97 |
+
plt.figure(figsize=(10, 6))
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| 98 |
+
bars = plt.bar(unique_values, counts, width=0.3)
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| 99 |
+
plt.axvline(x=average_x, color='red', linestyle='--')
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| 100 |
+
plt.text(average_x + 1.5, max(counts), 'Ortalama Not', color='red', rotation=0, ha='center', va='bottom')
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| 101 |
+
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| 102 |
+
if my_note in unique_values:
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| 103 |
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plt.text(my_note, counts[unique_values == my_note][0], 'Benim\nNotum', color='green', rotation=0, ha='center', va='bottom')
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| 104 |
+
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| 105 |
+
for bar in bars:
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| 106 |
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if bar.get_x() <= my_note < bar.get_x() + bar.get_width():
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| 107 |
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bar.set_color('green')
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| 108 |
+
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| 109 |
+
plt.title(f'{lecture_name} Not Sayıları Grafiği')
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| 110 |
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plt.xlabel('Notlar')
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| 111 |
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plt.ylabel('Adet')
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| 112 |
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plt.xticks(range(0, int(perfect_score), note_s_axis_diff), rotation=90)
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| 113 |
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plt.yticks(range(0, max(counts), amount_s_axis_diff), rotation=0)
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| 114 |
+
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| 115 |
+
# Grafik bilgileri
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| 116 |
+
info_text = (
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| 117 |
+
f"Katilimci sayısı: {len(notes_result)}\n"
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| 118 |
+
f"En düşük not: {min_x:.2f}\n"
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| 119 |
+
f"En yüksek not: {max_x:.2f}\n"
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| 120 |
+
f"Benim notum: {my_note:.2f}\n"
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| 121 |
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f"Ortalama not: {average_x:.2f}\n"
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| 122 |
+
f"Standart sapma: {std:.2f}\n"
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| 123 |
+
f"Z-skoru: {z_score:.2f}"
|
| 124 |
+
)
|
| 125 |
+
plt.text(
|
| 126 |
+
1.05 * max(unique_values), 0.8 * max(counts),
|
| 127 |
+
info_text,
|
| 128 |
+
fontsize=10,
|
| 129 |
+
color="black",
|
| 130 |
+
ha="left",
|
| 131 |
+
va="top",
|
| 132 |
+
bbox=dict(boxstyle="round,pad=0.3", edgecolor="blue", facecolor="lightgrey")
|
| 133 |
+
)
|
| 134 |
+
plt.subplots_adjust(left=0.055, bottom=0.065, right=0.90, top=0.962, wspace=0.2, hspace=0.2)
|
| 135 |
+
|
| 136 |
+
# Sağ alt köşeye "Generated by Note Analyzer" metni ekle
|
| 137 |
+
plt.text(
|
| 138 |
+
0.99, -0.15, # Sağ alt köşeye konumlandır
|
| 139 |
+
"Generated by Note Analyzer at HuggingFace aliicemill/NoteAnalyzer space",
|
| 140 |
+
fontsize=8,
|
| 141 |
+
color="gray",
|
| 142 |
+
ha="right",
|
| 143 |
+
va="top",
|
| 144 |
+
transform=plt.gca().transAxes # Koordinatları grafiğe göre ayarla
|
| 145 |
+
)
|
| 146 |
+
|
| 147 |
+
# Grafik gösterimi
|
| 148 |
+
st.pyplot(plt)
|
| 149 |
+
|
| 150 |
+
# Grafik indirme bağlantısı
|
| 151 |
+
buf = BytesIO()
|
| 152 |
+
plt.savefig(buf, format="png")
|
| 153 |
+
buf.seek(0)
|
| 154 |
+
st.download_button(
|
| 155 |
+
label="Grafiği İndir",
|
| 156 |
+
data=buf,
|
| 157 |
+
file_name="not_dagilimi.png",
|
| 158 |
+
mime="image/png"
|
| 159 |
+
)
|
| 160 |
+
|
| 161 |
+
except Exception as e:
|
| 162 |
+
st.error(f"Hata: {e}")
|
| 163 |
+
|
| 164 |
+
# Web sayfasının altına isim ve tarih
|
| 165 |
+
st.markdown("---")
|
| 166 |
+
st.write("Developed by: Ali Cemil Özdemir")
|
| 167 |
+
st.write("Date: 01.12.2024")
|
| 168 |
+
st.write("For feedback and suggestions, you can contact me at alicemilozdemir7@gmail.com")
|
| 169 |
+
|
| 170 |
+
# Grafiklerin sağ alt köşesine yazı ekleme
|
| 171 |
+
st.markdown("""
|
| 172 |
+
<p style="position:absolute; bottom:0px; right:0px; font-size: 12px; color: gray;">
|
| 173 |
+
Created with Note Analyzer
|
| 174 |
+
</p>
|
| 175 |
+
""", unsafe_allow_html=True)
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
def run_arabic():
|
| 179 |
+
# العنوان
|
| 180 |
+
st.title("تطبيق محلل الدرجات باستخدام Streamlit")
|
| 181 |
+
|
| 182 |
+
# حالة عرض الصور
|
| 183 |
+
if "show_images" not in st.session_state:
|
| 184 |
+
st.session_state.show_images = True # الافتراضي: يتم عرض الصور
|
| 185 |
+
|
| 186 |
+
# منطقة إدخال البيانات في الشريط الجانبي
|
| 187 |
+
st.sidebar.header("حقول الإدخال")
|
| 188 |
+
|
| 189 |
+
# اختيار رفع ملف أو إدخال النصوص يدويًا
|
| 190 |
+
input_method = st.sidebar.radio(
|
| 191 |
+
"كيف ستقدم الدرجات؟",
|
| 192 |
+
options=["رفع ملف", "نسخ ولصق"]
|
| 193 |
+
)
|
| 194 |
+
|
| 195 |
+
uploaded_file = None
|
| 196 |
+
text_input = None
|
| 197 |
+
|
| 198 |
+
if input_method == "رفع ملف":
|
| 199 |
+
uploaded_file = st.sidebar.file_uploader("قم برفع ملف الدرجات (TXT)", type=["txt"])
|
| 200 |
+
elif input_method == "نسخ ولصق":
|
| 201 |
+
text_input = st.sidebar.text_area("قم بلصق الدرجات هنا", height=200)
|
| 202 |
+
|
| 203 |
+
# المعلمات الأخرى
|
| 204 |
+
lecture_name = st.sidebar.text_input("اسم المادة", value="اسم المادة")
|
| 205 |
+
perfect_score = st.sidebar.number_input("الدرجة الكاملة", value=100, step=1)
|
| 206 |
+
my_note = st.sidebar.number_input("درجتي", value=0.0, step=0.1)
|
| 207 |
+
note_s_axis_diff = st.sidebar.number_input("حجم خطوات المحور السيني للدرجات", value=5, step=1)
|
| 208 |
+
amount_s_axis_diff = st.sidebar.number_input("حجم خطوات المحور الصادي للتكرار", value=1, step=1)
|
| 209 |
+
first_step = st.sidebar.number_input("الخطوة الأولى", value=0, step=1)
|
| 210 |
+
increase_amount = st.sidebar.number_input("مقدار الزيادة", value=1, step=1)
|
| 211 |
+
|
| 212 |
+
if st.sidebar.button("تشغيل التحليل"):
|
| 213 |
+
# إخفاء الصور عند النقر على الزر
|
| 214 |
+
st.session_state.show_images = False
|
| 215 |
+
|
| 216 |
+
# عرض الصور فقط إذا كانت show_images صحيحة
|
| 217 |
+
if st.session_state.show_images:
|
| 218 |
+
st.subheader("كيفية عمل التطبيق")
|
| 219 |
+
|
| 220 |
+
# قائمة بأسماء ملفات الصور بالترتيب
|
| 221 |
+
image_files = ["arabic/a.png", "arabic/b.png", "arabic/c.png", "arabic/d.png"]
|
| 222 |
+
|
| 223 |
+
# عرض الصور واحدة تحت الأخرى
|
| 224 |
+
for image_file in image_files:
|
| 225 |
+
st.image(image_file, use_container_width=True)
|
| 226 |
+
|
| 227 |
+
# تحميل ومعالجة الدرجات (يعمل فقط إذا تم النقر على الزر)
|
| 228 |
+
if not st.session_state.show_images:
|
| 229 |
+
if input_method == "رفع ملف" and uploaded_file is None:
|
| 230 |
+
st.error("يرجى رفع ملف!")
|
| 231 |
+
elif input_method == "نسخ ولصق" and not text_input:
|
| 232 |
+
st.error("يرجى لصق الدرجات في مربع النص!")
|
| 233 |
+
else:
|
| 234 |
+
try:
|
| 235 |
+
# قراءة المحتوى من الملف أو مربع النص
|
| 236 |
+
if uploaded_file:
|
| 237 |
+
content = uploaded_file.read().decode("utf-8")
|
| 238 |
+
elif text_input:
|
| 239 |
+
content = text_input
|
| 240 |
+
|
| 241 |
+
# معالجة البيانات
|
| 242 |
+
result = re.split(r'[ \n]+', content)
|
| 243 |
+
|
| 244 |
+
# تنظيف وتصنيف البيانات
|
| 245 |
+
notes_result = [x.strip() for x in result[first_step::increase_amount] if x.strip() != '∅' and x.strip() != "NA"]
|
| 246 |
+
notes_result = list(map(lambda x: float(x), notes_result))
|
| 247 |
+
notes_result = np.array(notes_result)
|
| 248 |
+
|
| 249 |
+
# الإحصائيات
|
| 250 |
+
average_x = np.average(notes_result)
|
| 251 |
+
min_x = notes_result.min()
|
| 252 |
+
max_x = notes_result.max()
|
| 253 |
+
std = np.std(notes_result)
|
| 254 |
+
z_score = (my_note - average_x) / std
|
| 255 |
+
|
| 256 |
+
# عرض الإحصائيات
|
| 257 |
+
st.subheader("المعلومات العامة")
|
| 258 |
+
st.write(f"عدد المشاركين: {len(notes_result)}")
|
| 259 |
+
st.write(f"أقل درجة: {min_x:.2f}")
|
| 260 |
+
st.write(f"أعلى درجة: {max_x:.2f}")
|
| 261 |
+
st.write(f"متوسط الدرجات: {average_x:.2f}")
|
| 262 |
+
st.write(f"الانحراف المعياري: {std:.2f}")
|
| 263 |
+
st.write(f"درجة Z: {z_score:.2f}")
|
| 264 |
+
|
| 265 |
+
# إنشاء الرسم البياني
|
| 266 |
+
st.subheader("رسم توزيع الدرجات")
|
| 267 |
+
unique_values, counts = np.unique(notes_result, return_counts=True)
|
| 268 |
+
plt.figure(figsize=(10, 6))
|
| 269 |
+
bars = plt.bar(unique_values, counts, width=0.3)
|
| 270 |
+
plt.axvline(x=average_x, color='red', linestyle='--')
|
| 271 |
+
plt.text(average_x + 1.5, max(counts), 'متوسط الدرجات', color='red', rotation=0, ha='center', va='bottom')
|
| 272 |
+
|
| 273 |
+
if my_note in unique_values:
|
| 274 |
+
plt.text(my_note, counts[unique_values == my_note][0], 'درجتي', color='green', rotation=0, ha='center', va='bottom')
|
| 275 |
+
|
| 276 |
+
for bar in bars:
|
| 277 |
+
if bar.get_x() <= my_note < bar.get_x() + bar.get_width():
|
| 278 |
+
bar.set_color('green')
|
| 279 |
+
|
| 280 |
+
plt.title(f'رسم توزيع الدرجات لمادة {lecture_name}')
|
| 281 |
+
plt.xlabel('الدرجات')
|
| 282 |
+
plt.ylabel('التكرار')
|
| 283 |
+
plt.xticks(range(0, int(perfect_score), note_s_axis_diff), rotation=90)
|
| 284 |
+
plt.yticks(range(0, max(counts), amount_s_axis_diff), rotation=0)
|
| 285 |
+
|
| 286 |
+
# إضافة معلومات إلى الرسم البياني
|
| 287 |
+
info_text = (
|
| 288 |
+
f"عدد المشاركين: {len(notes_result)}\n"
|
| 289 |
+
f"أقل درجة: {min_x:.2f}\n"
|
| 290 |
+
f"أعلى درجة: {max_x:.2f}\n"
|
| 291 |
+
f"درجتي: {my_note:.2f}\n"
|
| 292 |
+
f"متوسط الدرجات: {average_x:.2f}\n"
|
| 293 |
+
f"الانحراف المعياري: {std:.2f}\n"
|
| 294 |
+
f"درجة Z: {z_score:.2f}"
|
| 295 |
+
)
|
| 296 |
+
plt.text(
|
| 297 |
+
1.05 * max(unique_values), 0.8 * max(counts),
|
| 298 |
+
info_text,
|
| 299 |
+
fontsize=10,
|
| 300 |
+
color="black",
|
| 301 |
+
ha="left",
|
| 302 |
+
va="top",
|
| 303 |
+
bbox=dict(boxstyle="round,pad=0.3", edgecolor="blue", facecolor="lightgrey")
|
| 304 |
+
)
|
| 305 |
+
plt.subplots_adjust(left=0.055, bottom=0.065, right=0.90, top=0.962, wspace=0.2, hspace=0.2)
|
| 306 |
+
# Sağ alt köşeye "Generated by Note Analyzer" metni ekle
|
| 307 |
+
plt.text(
|
| 308 |
+
0.99, -0.15, # Sağ alt köşeye konumlandır
|
| 309 |
+
"Generated by Note Analyzer at HuggingFace aliicemill/NoteAnalyzer space",
|
| 310 |
+
fontsize=8,
|
| 311 |
+
color="gray",
|
| 312 |
+
ha="right",
|
| 313 |
+
va="top",
|
| 314 |
+
transform=plt.gca().transAxes # Koordinatları grafiğe göre ayarla
|
| 315 |
+
)
|
| 316 |
+
# عرض الرسم البياني
|
| 317 |
+
st.pyplot(plt)
|
| 318 |
+
|
| 319 |
+
# زر لتحميل الرسم البياني
|
| 320 |
+
buf = BytesIO()
|
| 321 |
+
plt.savefig(buf, format="png")
|
| 322 |
+
buf.seek(0)
|
| 323 |
+
st.download_button(
|
| 324 |
+
label="تحميل الرسم البياني",
|
| 325 |
+
data=buf,
|
| 326 |
+
file_name="score_distribution.png",
|
| 327 |
+
mime="image/png"
|
| 328 |
+
)
|
| 329 |
+
|
| 330 |
+
except Exception as e:
|
| 331 |
+
st.error(f"خطأ: {e}")
|
| 332 |
+
|
| 333 |
+
# التذييل
|
| 334 |
+
st.markdown("---")
|
| 335 |
+
st.write("تم التطوير بواسطة: علي جميل أوزدمير")
|
| 336 |
+
st.write("التاريخ: 01.12.2024")
|
| 337 |
+
st.write("للتعليقات والاقتراحات، يمكنك التواصل عبر: alicemilozdemir7@gmail.com")
|
| 338 |
+
|
| 339 |
+
# إضافة ملاحظة أسفل الزاوية اليمنى
|
| 340 |
+
st.markdown("""
|
| 341 |
+
<p style="position:absolute; bottom:0px; right:0px; font-size: 12px; color: gray;">
|
| 342 |
+
تم الإنشاء باستخدام محلل الدرجات
|
| 343 |
+
</p>
|
| 344 |
+
""", unsafe_allow_html=True)
|
| 345 |
+
|
| 346 |
+
|
| 347 |
+
def run_english():
|
| 348 |
+
# Title
|
| 349 |
+
st.title("Note Analyzer Streamlit Application")
|
| 350 |
+
|
| 351 |
+
# Image display state
|
| 352 |
+
if "show_images" not in st.session_state:
|
| 353 |
+
st.session_state.show_images = True # Default: images are shown
|
| 354 |
+
|
| 355 |
+
# Sidebar input area
|
| 356 |
+
st.sidebar.header("Input Fields")
|
| 357 |
+
|
| 358 |
+
# File upload or text input selection
|
| 359 |
+
input_method = st.sidebar.radio(
|
| 360 |
+
"How will you provide the notes?",
|
| 361 |
+
options=["Upload File", "Copy-Paste"]
|
| 362 |
+
)
|
| 363 |
+
|
| 364 |
+
uploaded_file = None
|
| 365 |
+
text_input = None
|
| 366 |
+
|
| 367 |
+
if input_method == "Upload File":
|
| 368 |
+
uploaded_file = st.sidebar.file_uploader("Upload the Notes File (TXT)", type=["txt"])
|
| 369 |
+
elif input_method == "Copy-Paste":
|
| 370 |
+
text_input = st.sidebar.text_area("Paste the Notes Here", height=200)
|
| 371 |
+
|
| 372 |
+
# Other parameters
|
| 373 |
+
lecture_name = st.sidebar.text_input("Course Name", value="Course Name")
|
| 374 |
+
perfect_score = st.sidebar.number_input("Maximum Exam Score", value=100, step=1)
|
| 375 |
+
my_note = st.sidebar.number_input("My Score", value=0.0, step=0.1)
|
| 376 |
+
note_s_axis_diff = st.sidebar.number_input("Score X-Axis Step Size", value=5, step=1)
|
| 377 |
+
amount_s_axis_diff = st.sidebar.number_input("Frequency Y-Axis Step Size", value=1, step=1)
|
| 378 |
+
first_step = st.sidebar.number_input("First Step", value=0, step=1)
|
| 379 |
+
increase_amount = st.sidebar.number_input("Step Increase", value=1, step=1)
|
| 380 |
+
|
| 381 |
+
if st.sidebar.button("Run Analysis"):
|
| 382 |
+
# Hide images when the button is clicked
|
| 383 |
+
st.session_state.show_images = False
|
| 384 |
+
|
| 385 |
+
# Show images only if show_images is True
|
| 386 |
+
if st.session_state.show_images:
|
| 387 |
+
st.subheader("How the Application Works")
|
| 388 |
+
|
| 389 |
+
# List the image filenames in order
|
| 390 |
+
image_files = ["english/a.png", "english/b.png", "english/c.png", "english/d.png"]
|
| 391 |
+
|
| 392 |
+
# Display images one below the other
|
| 393 |
+
for image_file in image_files:
|
| 394 |
+
st.image(image_file, use_container_width=True)
|
| 395 |
+
|
| 396 |
+
# Load and process notes (Only works if the button is clicked)
|
| 397 |
+
if not st.session_state.show_images:
|
| 398 |
+
if input_method == "Upload File" and uploaded_file is None:
|
| 399 |
+
st.error("Please upload a file!")
|
| 400 |
+
elif input_method == "Copy-Paste" and not text_input:
|
| 401 |
+
st.error("Please paste the notes into the text area!")
|
| 402 |
+
else:
|
| 403 |
+
try:
|
| 404 |
+
# Read content from file or text area
|
| 405 |
+
if uploaded_file:
|
| 406 |
+
content = uploaded_file.read().decode("utf-8")
|
| 407 |
+
elif text_input:
|
| 408 |
+
content = text_input
|
| 409 |
+
|
| 410 |
+
# Process the data
|
| 411 |
+
result = re.split(r'[ \n]+', content)
|
| 412 |
+
|
| 413 |
+
# Clean and filter the data
|
| 414 |
+
notes_result = [x.strip() for x in result[first_step::increase_amount] if x.strip() != '∅' and x.strip() != "NA"]
|
| 415 |
+
notes_result = list(map(lambda x: float(x), notes_result))
|
| 416 |
+
notes_result = np.array(notes_result)
|
| 417 |
+
|
| 418 |
+
# Statistics
|
| 419 |
+
average_x = np.average(notes_result)
|
| 420 |
+
min_x = notes_result.min()
|
| 421 |
+
max_x = notes_result.max()
|
| 422 |
+
std = np.std(notes_result)
|
| 423 |
+
z_score = (my_note - average_x) / std
|
| 424 |
+
|
| 425 |
+
# Display statistics
|
| 426 |
+
st.subheader("General Information")
|
| 427 |
+
st.write(f"Number of Participants: {len(notes_result)}")
|
| 428 |
+
st.write(f"Lowest Score: {min_x:.2f}")
|
| 429 |
+
st.write(f"Highest Score: {max_x:.2f}")
|
| 430 |
+
st.write(f"Average Score: {average_x:.2f}")
|
| 431 |
+
st.write(f"Standard Deviation: {std:.2f}")
|
| 432 |
+
st.write(f"Z-Score: {z_score:.2f}")
|
| 433 |
+
|
| 434 |
+
# Create plot
|
| 435 |
+
st.subheader("Score Distribution Graph")
|
| 436 |
+
unique_values, counts = np.unique(notes_result, return_counts=True)
|
| 437 |
+
plt.figure(figsize=(10, 6))
|
| 438 |
+
bars = plt.bar(unique_values, counts, width=0.3)
|
| 439 |
+
plt.axvline(x=average_x, color='red', linestyle='--')
|
| 440 |
+
plt.text(average_x + 1.5, max(counts), 'Average Score', color='red', rotation=0, ha='center', va='bottom')
|
| 441 |
+
|
| 442 |
+
if my_note in unique_values:
|
| 443 |
+
plt.text(my_note, counts[unique_values == my_note][0], 'My\nScore', color='green', rotation=0, ha='center', va='bottom')
|
| 444 |
+
|
| 445 |
+
for bar in bars:
|
| 446 |
+
if bar.get_x() <= my_note < bar.get_x() + bar.get_width():
|
| 447 |
+
bar.set_color('green')
|
| 448 |
+
|
| 449 |
+
plt.title(f'{lecture_name} Score Distribution')
|
| 450 |
+
plt.xlabel('Scores')
|
| 451 |
+
plt.ylabel('Count')
|
| 452 |
+
plt.xticks(range(0, int(perfect_score), note_s_axis_diff), rotation=90)
|
| 453 |
+
plt.yticks(range(0, max(counts), amount_s_axis_diff), rotation=0)
|
| 454 |
+
|
| 455 |
+
# Add graph information
|
| 456 |
+
info_text = (
|
| 457 |
+
f"Number of participants: {len(notes_result)}\n"
|
| 458 |
+
f"Lowest score: {min_x:.2f}\n"
|
| 459 |
+
f"Highest score: {max_x:.2f}\n"
|
| 460 |
+
f"My score: {my_note:.2f}\n"
|
| 461 |
+
f"Average score: {average_x:.2f}\n"
|
| 462 |
+
f"Standard deviation: {std:.2f}\n"
|
| 463 |
+
f"Z-score: {z_score:.2f}"
|
| 464 |
+
)
|
| 465 |
+
plt.text(
|
| 466 |
+
1.05 * max(unique_values), 0.8 * max(counts),
|
| 467 |
+
info_text,
|
| 468 |
+
fontsize=10,
|
| 469 |
+
color="black",
|
| 470 |
+
ha="left",
|
| 471 |
+
va="top",
|
| 472 |
+
bbox=dict(boxstyle="round,pad=0.3", edgecolor="blue", facecolor="lightgrey")
|
| 473 |
+
)
|
| 474 |
+
plt.subplots_adjust(left=0.055, bottom=0.065, right=0.90, top=0.962, wspace=0.2, hspace=0.2)
|
| 475 |
+
# Sağ alt köşeye "Generated by Note Analyzer" metni ekle
|
| 476 |
+
plt.text(
|
| 477 |
+
0.99, -0.15, # Sağ alt köşeye konumlandır
|
| 478 |
+
"Generated by Note Analyzer at HuggingFace aliicemill/NoteAnalyzer space",
|
| 479 |
+
fontsize=8,
|
| 480 |
+
color="gray",
|
| 481 |
+
ha="right",
|
| 482 |
+
va="top",
|
| 483 |
+
transform=plt.gca().transAxes # Koordinatları grafiğe göre ayarla
|
| 484 |
+
)
|
| 485 |
+
|
| 486 |
+
# Display the plot
|
| 487 |
+
st.pyplot(plt)
|
| 488 |
+
|
| 489 |
+
# Download button for the plot
|
| 490 |
+
buf = BytesIO()
|
| 491 |
+
plt.savefig(buf, format="png")
|
| 492 |
+
buf.seek(0)
|
| 493 |
+
st.download_button(
|
| 494 |
+
label="Download Graph",
|
| 495 |
+
data=buf,
|
| 496 |
+
file_name="score_distribution.png",
|
| 497 |
+
mime="image/png"
|
| 498 |
+
)
|
| 499 |
+
|
| 500 |
+
except Exception as e:
|
| 501 |
+
st.error(f"Error: {e}")
|
| 502 |
+
|
| 503 |
+
# Footer
|
| 504 |
+
st.markdown("---")
|
| 505 |
+
st.write("Developed by: Ali Cemil Özdemir")
|
| 506 |
+
st.write("Date: 01.12.2024")
|
| 507 |
+
st.write("For feedback and suggestions, you can contact me at alicemilozdemir7@gmail.com")
|
| 508 |
+
|
| 509 |
+
# Add a note at the bottom right corner of the page
|
| 510 |
+
st.markdown("""
|
| 511 |
+
<p style="position:absolute; bottom:0px; right:0px; font-size: 12px; color: gray;">
|
| 512 |
+
Created with Note Analyzer
|
| 513 |
+
</p>
|
| 514 |
+
""", unsafe_allow_html=True)
|
| 515 |
+
|
| 516 |
+
# Session State'i başlat
|
| 517 |
+
if "language" not in st.session_state:
|
| 518 |
+
st.session_state.language = None
|
| 519 |
+
|
| 520 |
+
# Dil seçimi ekranı
|
| 521 |
+
if st.session_state.language is None:
|
| 522 |
+
st.title("Select language / Dili seçin / اختر اللغة")
|
| 523 |
+
col1, col2, col3 = st.columns(3)
|
| 524 |
+
|
| 525 |
+
with col1:
|
| 526 |
+
if st.button("Türkçe"):
|
| 527 |
+
st.session_state.language = "turkish"
|
| 528 |
+
with col2:
|
| 529 |
+
if st.button("English"):
|
| 530 |
+
st.session_state.language = "english"
|
| 531 |
+
with col3:
|
| 532 |
+
if st.button("عربي"):
|
| 533 |
+
st.session_state.language = "arabic"
|
| 534 |
+
|
| 535 |
+
# Seçilen dilin programını çalıştır
|
| 536 |
+
else:
|
| 537 |
+
if st.session_state.language == "turkish":
|
| 538 |
+
run_turkish()
|
| 539 |
+
elif st.session_state.language == "english":
|
| 540 |
+
run_english()
|
| 541 |
+
elif st.session_state.language == "arabic":
|
| 542 |
+
run_arabic()
|