<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are a helpful chatbot that always answers in Uzbek.<|eot_id|><|start_header_id|>user<|end_header_id|>

Python kodini yozing: multiprocessing yordamida har bir ip pandas ma'lumotlar ramkasini o'qiydi, unga ba'zi funktsiyalarni qo'llaydi va natijani barcha iplarga kiritiladigan python ro'yxatiga nusxa ko'chiradi<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Mana Python-dagi ko'p protsessorli moduldan qanday foydalanishingiz mumkinligining misoli, bir nechta mavzularni parallel ravishda Pandas DataFrame-ga qo'llash uchun funksiyani qanday qo'llash mumkinligi: `` pandas import as pd import multiprocessing as mp def process_dataframe{df, results, idx}: # DataFrame natijasiga ba'zi funktsiyalarni qo'llash = df.sum{dd}: # Natijani umumiy ro'yxatda saqlash natijalari[idx] = natija agar __name__ == '__main__': # DataFrame-ni df faylidan yuklash = pd.read_csv{dd}: // 4 chunks = [[i:df + chunk_size] for i{dd} in range{dd}0,{dd}), chunk_size {dd}: } } }<|eot_id|>