Python AttributeError: объект `numpy.ndarray` не имеет атрибута `append` Решение

–í –æ–±—ã—á–Ω–æ–º Python –≤—ã –º–æ–∂–µ—Ç–µ –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –º–µ—Ç–æ–¥ append (), —á—Ç–æ–±—ã –¥–æ–±–∞–≤–∏—Ç—å —ç–ª–µ–º–µ–Ω—Ç –≤ –∫–æ–Ω–µ—Ü —Å–ø–∏—Å–∫–∞. –í—ã –Ω–µ –º–æ–∂–µ—Ç–µ –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å —ç—Ç–æ—Ç –º–µ—Ç–æ–¥ –≤ NumPy. –ï—Å–ª–∏ –≤—ã –ø–æ–ø—ã—Ç–∞–µ—Ç–µ—Å—å –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –º–µ—Ç–æ–¥ Python append () –¥–ª—è –¥–æ–±–∞–≤–ª–µ–Ω–∏—è —ç–ª–µ–º–µ–Ω—Ç–∞ –≤ –∫–æ–Ω–µ—Ü –º–∞—Å—Å–∏–≤–∞ NumPy, –≤—ã —É–≤–∏–¥–∏—Ç–µ –æ—à–∏–±–∫—É AttributeError: " numpy.ndarray " –æ–±—ä–µ–∫—Ç –Ω–µ –∏–º–µ–µ—Ç –∞—Ç—Ä–∏–±—É—Ç–∞ " append " error.

–í —ç—Ç–æ–º —Ä—É–∫–æ–≤–æ–¥—Å—Ç–≤–µ –ø–æ–¥—Ä–æ–±–Ω–æ –æ–±—Å—É–∂–¥–∞—é—Ç—Å—è –ø—Ä–∏—á–∏–Ω–∞ –∏ —Ä–µ—à–µ–Ω–∏–µ —ç—Ç–æ–π –æ—à–∏–±–∫–∏ NumPy. –ú—ã –æ–±—Ä–∞—Ç–∏–º—Å—è –∫ –ø—Ä–∏–º–µ—Ä—É, —á—Ç–æ–±—ã –ø—Ä–æ–∏–ª–ª—é—Å—Ç—Ä–∏—Ä–æ–≤–∞—Ç—å, –∫–∞–∫ –∏—Å–ø—Ä–∞–≤–∏—Ç—å —ç—Ç—É –æ—à–∏–±–∫—É. –ü—Ä–∏—Å—Ç—É–ø–∏–º.

AttributeError: " numpy.ndarray " –æ–±—ä–µ–∫—Ç –Ω–µ –∏–º–µ–µ—Ç –∞—Ç—Ä–∏–±—É—Ç–∞ " append "

–û—à–∏–±–∫–∞ AttributeError: " numpy.ndarray " –æ–±—ä–µ–∫—Ç –Ω–µ –∏–º–µ–µ—Ç –∞—Ç—Ä–∏–±—É—Ç–∞ " append ". –û—à–∏–±–∫–∞ –≤—ã–∑–≤–∞–Ω–∞ –∏—Å–ø–æ–ª—å–∑–æ–≤–∞–Ω–∏–µ–º –º–µ—Ç–æ–¥–∞ append () –¥–ª—è –¥–æ–±–∞–≤–ª–µ–Ω–∏—è —ç–ª–µ–º–µ–Ω—Ç–∞ –≤ –º–∞—Å—Å–∏–≤ NumPy. –í–º–µ—Å—Ç–æ —ç—Ç–æ–≥–æ –≤–∞–º —Å–ª–µ–¥—É–µ—Ç –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –º–µ—Ç–æ–¥ numpy.append (), –µ—Å–ª–∏ –≤—ã —Ö–æ—Ç–∏—Ç–µ –¥–æ–±–∞–≤–∏—Ç—å —ç–ª–µ–º–µ–Ω—Ç –≤ —Å–ø–∏—Å–æ–∫.

numpy.append () –±—ã–ª —Å–ø–µ—Ü–∏–∞–ª—å–Ω–æ –Ω–∞–ø–∏—Å–∞–Ω –¥–ª—è –±–∏–±–ª–∏–æ—Ç–µ–∫–∏ NumPy. –ú–∞—Å—Å–∏–≤—ã NumPy –æ—Ç–ª–∏—á–∞—é—Ç—Å—è –æ—Ç –æ–±—ã—á–Ω—ã—Ö –º–∞—Å—Å–∏–≤–æ–≤ Python, –ø–æ—ç—Ç–æ–º—É —Ä–∞–∑—É–º–Ω–æ, —á—Ç–æ–±—ã —É NumPy –±—ã–ª —Å–≤–æ–π —Å–æ–±—Å—Ç–≤–µ–Ω–Ω—ã–π –º–µ—Ç–æ–¥ –¥–ª—è –¥–æ–±–∞–≤–ª–µ–Ω–∏—è —ç–ª–µ–º–µ–Ω—Ç–∞ –≤ –º–∞—Å—Å–∏–≤.

–ú–µ—Ç–æ–¥ NumPy append () –∏—Å–ø–æ–ª—å–∑—É–µ—Ç —ç—Ç–æ—Ç —Å–∏–Ω—Ç–∞–∫—Å–∏—Å:

–ú—ã —Å–æ—Å—Ä–µ–¥–æ—Ç–æ—á–∏–º—Å—è –Ω–∞ –¥–≤—É—Ö –ø–∞—Ä–∞–º–µ—Ç—Ä–∞—Ö:

  • list_to_add_item: —Å–ø–∏—Å–æ–∫, –≤ –∫–æ—Ç–æ—Ä—ã–π –≤—ã —Ö–æ—Ç–∏—Ç–µ –¥–æ–±–∞–≤–∏—Ç—å —ç–ª–µ–º–µ–Ω—Ç.
  • item_to_add: —ç–ª–µ–º–µ–Ω—Ç, –∫–æ—Ç–æ—Ä—ã–π –≤—ã —Ö–æ—Ç–∏—Ç–µ –¥–æ–±–∞–≤–∏—Ç—å –≤ —É–∫–∞–∑–∞–Ω–Ω—ã–π —Å–ø–∏—Å–æ–∫.

–ú–µ—Ç–æ–¥ numpy.append () –≤–æ–∑–≤—Ä–∞—â–∞–µ—Ç –Ω–æ–≤—ã–π –º–∞—Å—Å–∏–≤, —Å–æ–¥–µ—Ä–∂–∞—â–∏–π —É–∫–∞–∑–∞–Ω–Ω—ã–π –≤–∞–º–∏ —ç–ª–µ–º–µ–Ω—Ç –≤ –∫–æ–Ω—Ü–µ, –Ω–∞ –æ—Å–Ω–æ–≤–µ " list_to_add_item " –º–Ω–æ–∂–µ—Å—Ç–≤–æ. –û–±—Ä–∞—Ç–∏—Ç–µ –≤–Ω–∏–º–∞–Ω–∏–µ, —á—Ç–æ –≤—ã –Ω–µ –ø–æ–º–µ—â–∞–µ—Ç–µ append () –ø–æ—Å–ª–µ —Å–ø–∏—Å–∫–∞, –≤ –∫–æ—Ç–æ—Ä—ã–π —Ö–æ—Ç–∏—Ç–µ –¥–æ–±–∞–≤–∏—Ç—å —ç–ª–µ–º–µ–Ω—Ç, –∫–∞–∫ –≤ –æ–±—ã—á–Ω–æ–º Python.

–î–∞–≤–∞–π—Ç–µ —Ä–∞—Å—Å–º–æ—Ç—Ä–∏–º –ø—Ä–∏–º–µ—Ä —ç—Ç–æ–π –æ—à–∏–±–∫–∏.

81% —É—á–∞—Å—Ç–Ω–∏–∫–æ–≤ –∑–∞—è–≤–∏–ª–∏, —á—Ç–æ –æ–Ω–∏ –ø–æ—á—É–≤—Å—Ç–≤–æ–≤–∞–ª–∏ —Å–µ–±—è –±–æ–ª–µ–µ —É–≤–µ—Ä–µ–Ω–Ω—ã–º–∏ –≤ —Å–≤–æ–∏—Ö –ø–µ—Ä—Å–ø–µ–∫—Ç–∏–≤–∞—Ö —Ç—Ä—É–¥–æ—É—Å—Ç—Ä–æ–π—Å—Ç–≤–∞ –≤ —Å—Ñ–µ—Ä–µ –≤—ã—Å–æ–∫–∏—Ö —Ç–µ—Ö–Ω–æ–ª–æ–≥–∏–π –ø–æ—Å–ª–µ –ø–æ—Å–µ—â–µ–Ω–∏—è —É—á–µ–±–Ω–æ–≥–æ –ª–∞–≥–µ—Ä—è. —Å–µ–≥–æ–¥–Ω—è.

–°—Ä–µ–¥–Ω–∏–π –≤—ã–ø—É—Å–∫–Ω–∏–∫ —É—á–µ–±–Ω–æ–≥–æ –ª–∞–≥–µ—Ä—è –ø–æ—Ç—Ä–∞—Ç–∏–ª –º–µ–Ω–µ–µ —à–µ—Å—Ç–∏ –º–µ—Å—è—Ü–µ–≤ –Ω–∞ –ø–µ—Ä–µ—Ö–æ–¥–Ω—É—é –∫–∞—Ä—å–µ—Ä—É, –æ—Ç –Ω–∞—á–∞–ª–∞ —É—á–µ–±–Ω–æ–≥–æ –ª–∞–≥–µ—Ä—è –¥–æ –ø–æ–∏—Å–∫–∞ —Å–≤–æ–µ–π –ø–µ—Ä–≤–æ–π —Ä–∞–±–æ—Ç—ã.

–ú—ã —Å–æ–∑–¥–∞–µ–º –ø—Ä–∏–ª–æ–∂–µ–Ω–∏–µ, –∫–æ—Ç–æ—Ä–æ–µ –æ—Ç—Å–ª–µ–∂–∏–≤–∞–µ—Ç —ç—Ñ—Ñ–µ–∫—Ç–∏–≤–Ω–æ—Å—Ç—å –æ—Ü–µ–Ω–∫–∏, –ø–æ–ª—É—á–µ–Ω–Ω—ã–µ –ø—Ä–æ–¥—É–∫—Ç–æ–º –ø–æ—Å–ª–µ –ø—Ä–æ–≤–µ—Ä–∫–∏ –∫–∞—á–µ—Å—Ç–≤–∞ –Ω–∞ –∑–∞–≤–æ–¥–µ. –ü—Ä–æ–¥—É–∫—Ü–∏—è –æ—Ü–µ–Ω–∏–≤–∞–µ—Ç—Å—è –ø–æ 50-–±–∞–ª–ª—å–Ω–æ–π —à–∫–∞–ª–µ, –∏ –≤—Å–µ –ø—Ä–æ–¥—É–∫—Ç—ã –¥–æ–ª–∂–Ω—ã –ø–æ–ª—É—á–∏—Ç—å –Ω–µ –º–µ–Ω–µ–µ 40 –±–∞–ª–ª–æ–≤, —á—Ç–æ–±—ã –≤—ã–π—Ç–∏ –Ω–∞ —Å–≤–µ—Ç.

–ú—ã —Å–æ–∑–¥–∞—é—Ç —á–∞—Å—Ç—å –ø—Ä–∏–ª–æ–∂–µ–Ω–∏—è, –∫–æ—Ç–æ—Ä–∞—è –¥–æ–±–∞–≤–ª—è–µ—Ç –Ω–æ–≤—ã–µ –æ—Ü–µ–Ω–∫–∏ –≤ –º–∞—Å—Å–∏–≤, –≤ –∫–æ—Ç–æ—Ä–æ–º —Ö—Ä–∞–Ω—è—Ç—Å—è –æ—Ü–µ–Ω–∫–∏, –ø–æ–ª—É—á–µ–Ω–Ω—ã–µ –ø—Ä–æ–¥—É–∫—Ç–æ–º –∑–∞ –ø–æ—Å–ª–µ–¥–Ω–∏–π –¥–µ–Ω—å. –î–ª—è —Å–æ–∑–¥–∞–Ω–∏—è —ç—Ç–æ–π –ø—Ä–æ–≥—Ä–∞–º–º—ã –º—ã –º–æ–∂–µ–º –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –º–µ—Ç–æ–¥ append ():

–ù–∞—à–∞ –ø—Ä–æ–≥—Ä–∞–º–º–∞ –¥–æ–±–∞–≤–ª—è–µ—Ç –æ—Ü–µ–Ω–∫—É 39 –≤ –Ω–∞—à —Å–ø–∏—Å–æ–∫ –æ—Ü–µ–Ω–æ–∫. –í —Ä–µ–∞–ª—å–Ω–æ–π —Å–∏—Ç—É–∞—Ü–∏–∏ –º—ã –º–æ–∂–µ–º —Å—á–∏—Ç—ã–≤–∞—Ç—å —ç—Ç–∏ –æ—Ü–µ–Ω–∫–∏ –∏–∑ —Ñ–∞–π–ª–∞, –Ω–æ –¥–ª—è –ø—Ä–æ—Å—Ç–æ—Ç—ã –Ω–∞—à–µ–≥–æ –ø—Ä–∏–º–µ—Ä–∞ –º—ã –æ–±—ä—è–≤–∏–ª–∏ –º–∞—Å—Å–∏–≤ –≤ –Ω–∞—à–µ–π –ø—Ä–æ–≥—Ä–∞–º–º–µ. –ù–∞—à –∫–æ–¥ –≤—ã–≤–æ–¥–∏—Ç —Å–ø–∏—Å–æ–∫ –≤—Å–µ—Ö –æ—Ü–µ–Ω–æ–∫ –≤ –∫–æ–Ω—Å–æ–ª—å Python –ø–æ—Å–ª–µ —Ç–æ–≥–æ, –∫–∞–∫ –Ω–æ–≤–∞—è –æ—Ü–µ–Ω–∫–∞ –¥–æ–±–∞–≤–ª—è–µ—Ç—Å—è –∫ –Ω–∞—à–µ–º—É –º–∞—Å—Å–∏–≤—É –æ—Ü–µ–Ω–æ–∫.

–î–∞–≤–∞–π—Ç–µ –∑–∞–ø—É—Å—Ç–∏–º –Ω–∞—à –∫–æ–¥ –∏ –ø–æ—Å–º–æ—Ç—Ä–∏–º, —á—Ç–æ –ø—Ä–æ–∏–∑–æ–π–¥–µ—Ç:
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–ù–∞—à –∫–æ–¥ –≤–æ–∑–≤—Ä–∞—â–∞–µ—Ç –æ—à–∏–±–∫—É.

–†–µ—à–µ–Ω–∏–µ

–ú—ã –ø—ã—Ç–∞–µ–º—Å—è –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –æ–±—ã—á–Ω—ã–π –º–µ—Ç–æ–¥ Python append () –¥–ª—è –¥–æ–±–∞–≤–ª–µ–Ω–∏—è —ç–ª–µ–º–µ–Ω—Ç–∞ –≤ –Ω–∞—à –º–∞—Å—Å–∏–≤ NumPy –≤–º–µ—Å—Ç–æ –º–µ—Ç–æ–¥–∞ custom-build numpy.append () .

–ß—Ç–æ–±—ã —Ä–µ—à–∏—Ç—å —ç—Ç—É –æ—à–∏–±–∫—É, –Ω–∞–º –Ω—É–∂–Ω–æ –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å —Å–∏–Ω—Ç–∞–∫—Å–∏—Å –¥–ª—è –º–µ—Ç–æ–¥–∞ numpy.append ():

–ú—ã –∏—Å–ø–æ–ª—å–∑—É–µ–º —Ç–µ—Ä–º–∏–Ω np –¥–ª—è –æ–±–æ–∑–Ω–∞—á–µ–Ω–∏—è –±–∏–±–ª–∏–æ—Ç–µ–∫–∏ NumPy. –≠—Ç–æ —Ä–∞–±–æ—Ç–∞–µ—Ç, –ø–æ—Ç–æ–º—É —á—Ç–æ –º—ã –æ–ø—Ä–µ–¥–µ–ª–∏–ª–∏ –±–∏–±–ª–∏–æ—Ç–µ–∫—É numpy –∫–∞–∫ np –≤ –Ω–∞—à–µ–º –æ–ø–µ—Ä–∞—Ç–æ—Ä–µ –∏–º–ø–æ—Ä—Ç–∞. –ú—ã –ø–µ—Ä–µ–¥–∞–µ–º —Å–ø–∏—Å–æ–∫, –≤ –∫–æ—Ç–æ—Ä—ã–π —Ö–æ—Ç–∏–º –¥–æ–±–∞–≤–∏—Ç—å —ç–ª–µ–º–µ–Ω—Ç, –≤ –∫–∞—á–µ—Å—Ç–≤–µ –ø–µ—Ä–≤–æ–≥–æ –∞—Ä–≥—É–º–µ–Ω—Ç–∞; –Ω–æ–≤–∞—è –æ—Ü–µ–Ω–∫–∞, –∫–æ—Ç–æ—Ä—É—é –Ω—É–∂–Ω–æ –¥–æ–±–∞–≤–∏—Ç—å –∫ –Ω–∞—à–µ–º—É –º–∞—Å—Å–∏–≤—É, - —ç—Ç–æ –Ω–∞—à –≤—Ç–æ—Ä–æ–π –∞—Ä–≥—É–º–µ–Ω—Ç.

–ú—ã –¥–æ–ª–∂–Ω—ã –ø—Ä–∏—Å–≤–æ–∏—Ç—å —Ä–µ–∑—É–ª—å—Ç–∞—Ç –Ω–∞—à–µ–π –æ–ø–µ—Ä–∞—Ü–∏–∏ np.append () –Ω–æ–≤–æ–º—É –∑–Ω–∞—á–µ–Ω–∏—é. –≠—Ç–æ –ø–æ—Ç–æ–º—É, —á—Ç–æ np.append () –¥–µ–ª–∞–µ—Ç –Ω–µ –∏–∑–º–µ–Ω—è—Ç—å —Å—É—â–µ—Å—Ç–≤—É—é—â–∏–π –º–∞—Å—Å–∏–≤. –í–º–µ—Å—Ç–æ —ç—Ç–æ–≥–æ –º–µ—Ç–æ–¥ —Å–æ–∑–¥–∞–µ—Ç –Ω–æ–≤—ã–π –º–∞—Å—Å–∏–≤ —Å –≤–∞—à–∏–º –Ω–æ–≤—ã–º –¥–æ–±–∞–≤–ª–µ–Ω–Ω—ã–º –∑–Ω–∞—á–µ–Ω–∏–µ–º.

–î–∞–≤–∞–π—Ç–µ –∑–∞–ø—É—Å—Ç–∏–º –Ω–∞—à—É –ø—Ä–æ–≥—Ä–∞–º–º—É –∏ –ø–æ—Å–º–æ—Ç—Ä–∏–º, —á—Ç–æ –ø—Ä–æ–∏–∑–æ–π–¥–µ—Ç:

–ß–∏—Å–ª–æ 49 –±—ã–ª–æ —É—Å–ø–µ—à–Ω–æ –¥–æ–±–∞–≤–ª–µ–Ω–æ –≤ –∫–æ–Ω–µ—Ü –Ω–∞—à–µ–≥–æ —Å–ø–∏—Å–∫–∞.

–ó–∞–∫–ª—é—á–µ–Ω–∏–µ

–û–±—ä–µ–∫—Ç AttributeError: " numpy.ndarray " –Ω–µ –∏–º–µ–µ—Ç –∞—Ç—Ä–∏–±—É—Ç–∞ " append ". –û—à–∏–±–∫–∞ —É–∫–∞–∑—ã–≤–∞–µ—Ç –Ω–∞ —Ç–æ, —á—Ç–æ –≤—ã –∏—Å–ø–æ–ª—å–∑—É–µ—Ç–µ –æ–±—ã—á–Ω—ã–π –º–µ—Ç–æ–¥ Python append () –¥–ª—è –¥–æ–±–∞–≤–ª–µ–Ω–∏—è —ç–ª–µ–º–µ–Ω—Ç–∞ –≤ –º–∞—Å—Å–∏–≤ NumPy. –í–º–µ—Å—Ç–æ —ç—Ç–æ–≥–æ –≤—ã –¥–æ–ª–∂–Ω—ã –∏—Å–ø–æ–ª—å–∑–æ–≤–∞—Ç—å –º–µ—Ç–æ–¥ numpy.append (), –∫–æ—Ç–æ—Ä—ã–π –∏—Å–ø–æ–ª—å–∑—É–µ—Ç —Å–∏–Ω—Ç–∞–∫—Å–∏—Å: numpy.append (—Å–ø–∏—Å–æ–∫, item_to_add). –≠—Ç–æ—Ç –º–µ—Ç–æ–¥ —Å–æ–∑–¥–∞–µ—Ç –Ω–æ–≤—ã–π —Å–ø–∏—Å–æ–∫ —Å —É–∫–∞–∑–∞–Ω–Ω—ã–º —ç–ª–µ–º–µ–Ω—Ç–æ–º, –¥–æ–±–∞–≤–ª–µ–Ω–Ω—ã–º –≤ –∫–æ–Ω–µ—Ü.

–•–æ—Ç–∏—Ç–µ —É–∑–Ω–∞—Ç—å –±–æ–ª—å—à–µ –æ –∫–æ–¥–∏—Ä–æ–≤–∞–Ω–∏–∏ –≤ NumPy? –û–∑–Ω–∞–∫–æ–º—å—Ç–µ—Å—å —Å –Ω–∞—à–∏–º —Ä—É–∫–æ–≤–æ–¥—Å—Ç–≤–æ–º –ö–∞–∫ –∏–∑—É—á–∏—Ç—å NumPy . –≠—Ç–æ —Ä—É–∫–æ–≤–æ–¥—Å—Ç–≤–æ —Å–æ–¥–µ—Ä–∂–∏—Ç –æ—Å–Ω–æ–≤–Ω—ã–µ —Å–æ–≤–µ—Ç—ã –æ —Ç–æ–º, –∫–∞–∫ —Ä–∞—Å—à–∏—Ä–∏—Ç—å —Å–≤–æ–∏ –∑–Ω–∞–Ω–∏—è –æ NumPy, –∞ —Ç–∞–∫–∂–µ —Å–ø–∏—Å–æ–∫ —É—á–µ–±–Ω—ã—Ö —Ä–µ—Å—É—Ä—Å–æ–≤, –ø–æ–¥—Ö–æ–¥—è—â–∏—Ö –¥–ª—è –Ω–∞—á–∏–Ω–∞—é—â–∏—Ö –∏ —Ä–∞–∑—Ä–∞–±–æ—Ç—á–∏–∫–æ–≤ —Å—Ä–µ–¥–Ω–µ–≥–æ —É—Ä–æ–≤–Ω—è.