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import sympy as sp | |
import matplotlib.pyplot as plt | |
import gradio as gr | |
import time | |
def generate_math_formula_image(formula_str, progress=gr.Progress()): | |
try: | |
if formula_str is None: | |
return gr.Info("Kiritish maydoni bo'sh bo'lmasligi zarur %s" %formula_str), None | |
else: | |
progress(0, desc="Formula yaratish jarayoni boshlandi. Bu biroz vaqt olishi mumkin. Iltimos ozgina kuting!!!") | |
time.sleep(1) | |
# Matematik formulani yaratish | |
formula = sp.sympify(formula_str) | |
# Formulani LaTeX formatida ifodalash | |
latex_formula = sp.latex(formula) | |
# Formulani rasmga aylantirish | |
fig = plt.figure(figsize=(6, 2)) | |
plt.text(0.5, 0.5, r'$%s$' % latex_formula, fontsize=20, horizontalalignment='center', verticalalignment='center') | |
plt.axis('off') | |
# Rasmni saqlab olish | |
image_file = 'formula.png' | |
plt.savefig(image_file, dpi=300, bbox_inches='tight', pad_inches=0.1) | |
plt.close(fig) | |
for i in progress.tqdm(range(100)): | |
time.sleep(0.01) | |
return latex_formula, image_file | |
except Exception as e: | |
return str(e), None | |
# Gradio interfaysini yaratish | |
with gr.Blocks(theme="gradio/seafoam") as demo: | |
gr.Markdown("""# Istalgan Matematik Formulalar | |
Barchasi juda oson shunchaki matn kiriting va uning matematik ifodasini latex formatda va rasm holatda yuklab oling | |
""") | |
with gr.Accordion(label="Dastur haqida qisqacha", open=False): | |
gr.Markdown("""# Bundan foydalanish juda oson!!! | |
Buning uchun siz python dasturini hamda <code>gradio</code>, <code>matplotlib</code>, <code>sympy</code> kabi kutubxonalar o'rnatasiz<br> | |
Hurmat bilan <a href="https://t.me/shohabbosde">Shoh Abbos Ulug'murodov</a> | |
""") | |
with gr.Row(): | |
formula_input = gr.Textbox(label="Matematik formula kiritish qismi", placeholder="Formulani kiriting...", autofocus=True) | |
with gr.Row(): | |
latex_output = gr.Textbox(label="LaTeX formatdagi formulasi", info="LaTeX formatdagi formula shu qismda ko'rinadi", show_copy_button=True) | |
image_output = gr.Image(label="Formula tasviri", elem_id="formula_image", show_share_button=True) | |
formula_input.change(fn=generate_math_formula_image, inputs=formula_input, outputs=[latex_output, image_output]) | |
if __name__ == "__main__": | |
demo.launch() | |