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\/>\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u0641\u064a Python\u060c \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u062a\u0644 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u060c \u0648 \u0625\u0644\u0627\u060c \u0648 \u0625\u0644\u0627\u060c \u0648\u0623\u062e\u064a\u0631\u064b\u0627. \u062a\u0639\u062a\u0628\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0645\u0647\u0645\u0629 \u0644\u0645\u0646\u0639 \u062a\u0639\u0637\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u0633\u0627\u0626\u0644 \u062e\u0637\u0623 \u0645\u0641\u064a\u062f\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0623\u0648 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\/>\n\u0646\u0647\u0627\u064a\u0629_\u0627\u0644\u0648\u0642\u062a = time.time()<br \/>\n\u0627\u0637\u0628\u0639(f\u061b \u0648\u0642\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630: {\u0648\u0642\u062a_\u0627\u0644\u0646\u0647\u0627\u064a\u0629 &#8211; \u0648\u0642\u062a_\u0627\u0644\u0628\u062f\u0627\u064a\u0629 &#8211; \u0648\u0642\u062a_\u0627\u0644\u0628\u062f\u0627\u064a\u0629} \u062b\u0648\u0627\u0646\u064d\u061b)<br \/>\n\u0625\u0631\u062c\u0627\u0639 \u0627\u0644\u0646\u062a\u064a\u062c\u0629<br \/>\n\u0625\u0631\u062c\u0627\u0639 \u0627\u0644\u063a\u0644\u0627\u0641<br \/>\n@Timing_decorator<br \/>\ndef slow_function():<br \/>\n\u0627\u0644\u0648\u0642\u062a.sleep(3)<br \/>\n\u0637\u0628\u0627\u0639\u0629(\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062f\u0627\u0644\u0629\u061b\u061b)<br \/>\n\u062f\u0627\u0644\u0629_\u0628\u0637\u064a\u0626\u0629()<br \/>\n11. \u0645\u0627 \u0647\u0648 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u0625\u0644\u062d\u0627\u0642() \u0648 \u062a\u0645\u062f\u064a\u062f() \u0641\u064a \u0642\u0648\u0627\u0626\u0645 \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0643\u0644 \u0645\u0646 \u0625\u0644\u062d\u0627\u0642() \u0648 \u062a\u0645\u062f\u064a\u062f() \u0647\u0645\u0627 \u0637\u0631\u064a\u0642\u062a\u0627 \u0642\u0627\u0626\u0645\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646. \u062a\u0636\u064a\u0641 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0625\u0644\u062d\u0627\u0642() \u0639\u0646\u0635\u0631\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0625\u0644\u0649 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0623\u062e\u0630 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0645\u062f\u064a\u062f() \u0639\u0646\u0635\u0631\u064b\u0627 \u0642\u0627\u0628\u0644\u064b\u0627 \u0644\u0644\u062a\u0643\u0631\u0627\u0631 (\u0645\u062b\u0644 \u0642\u0627\u0626\u0645\u0629\u060c \u062a\u0639\u062f\u0627\u062f\u060c \u0633\u0644\u0633\u0644\u0629) \u0648\u062a\u0644\u062d\u0642 \u0643\u0644 \u0639\u0646\u0635\u0631 \u0645\u0646 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u0631\u0627\u0631 \u0628\u0627\u0644\u0642\u0627\u0626\u0645\u0629.<br \/>\n12. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0641\u064a Python\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u062a\u0644 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u060c \u0648 \u0625\u0644\u0627\u060c \u0648 \u0625\u0644\u0627\u060c \u0648 \u0623\u062e\u064a\u0631\u064b\u0627. \u062a\u062d\u062a\u0648\u064a \u0643\u062a\u0644\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0631\u0641\u0639 \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u064b. \u0641\u064a \u062d\u0627\u0644\u0629 \u062d\u062f\u0648\u062b \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u060c \u064a\u062a\u0645 \u0627\u0644\u062a\u0642\u0627\u0637\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0643\u062a\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629. \u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u062d\u0627\u0644\u0629 \u0639\u062f\u0645 \u062d\u062f\u0648\u062b \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u060c \u0648\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0643\u062a\u0644\u0629 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u062d\u062f\u0648\u062b \u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0623\u0645 \u0644\u0627.<br \/>\n13. \u0645\u0627 \u0647\u064a \u062f\u0648\u0627\u0644 \u0644\u0627\u0645\u062f\u0627 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u062f\u0648\u0627\u0644 \u0644\u0627\u0645\u062f\u0627\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0623\u064a\u0636\u064b\u0627 \u0628\u0627\u0633\u0645 \u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0645\u062c\u0647\u0648\u0644\u0629\u060c \u0647\u064a \u062f\u0648\u0627\u0644 \u0635\u063a\u064a\u0631\u0629 \u0645\u0646 \u0633\u0637\u0631 \u0648\u0627\u062d\u062f \u0628\u062f\u0648\u0646 \u0627\u0633\u0645. \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0644\u0627\u0645\u062f\u0627 \u0648\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0623\u062e\u0630 \u0623\u064a \u0639\u062f\u062f \u0645\u0646 \u0627\u0644\u0648\u0633\u064a\u0637\u0627\u062a \u0648\u0644\u0643\u0646 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u0647\u0627 \u062a\u0639\u0628\u064a\u0631 \u0648\u0627\u062d\u062f \u0641\u0642\u0637. \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0627\u0644 \u0644\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0633\u0645.<br \/>\n14. \u0643\u064a\u0641 \u062a\u0641\u062a\u062d \u0645\u0644\u0641\u064b\u0627 \u0648\u062a\u0642\u0631\u0623\u0647 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0644\u0641\u062a\u062d \u0645\u0644\u0641 \u0648\u0642\u0631\u0627\u0621\u062a\u0647 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 open() \u0645\u0639 \u0648\u0636\u0639 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c r&#8217; \u0644\u0644\u0642\u0631\u0627\u0621\u0629). \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644<br \/>\n\u0645\u0639 open(example.txt&#8217;, r&#8217;) \u0643\u0645\u0644\u0641:<br \/>\n\u0627\u0644\u0645\u062d\u062a\u0648\u0649 = file.read()<br \/>\n15. \u0627\u0634\u0631\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0636\u062d\u0644 \u0648\u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0636\u062d\u0644 \u0648\u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646. \u062a\u0646\u0634\u0626 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0633\u0637\u062d\u064a\u0629 \u0643\u0627\u0626\u0646\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0646\u0633\u062e \u0641\u0642\u0637 \u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0625\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0623\u0635\u0644\u064a\u0629\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0646\u0641\u0633\u0647\u0627. \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u062a\u0646\u0634\u0626 \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0643\u0627\u0626\u0646\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0648\u062a\u0646\u0633\u062e \u062c\u0645\u064a\u0639 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0648\u0645\u062d\u062a\u0648\u064a\u0627\u062a\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631.<br \/>\n\u0623\u0633\u0626\u0644\u0629 \u0645\u0642\u0627\u0628\u0644\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646<br \/>\n16. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0637\u0631\u064a\u0642\u0629 __init____() \u0641\u064a \u0641\u0626\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0637\u0631\u064a\u0642\u0629 __init____() \u0647\u064a \u0637\u0631\u064a\u0642\u0629 \u062e\u0627\u0635\u0629 (\u0645\u064f\u0646\u0634\u0626) \u0641\u064a \u0641\u0626\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646. \u064a\u062a\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0624\u0647\u0627 \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0639\u0646\u062f \u0625\u0646\u0634\u0627\u0621 \u0643\u0627\u0626\u0646 \u0645\u0646 \u0627\u0644\u0641\u0626\u0629 \u0648\u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0647\u064a\u0626\u0629 \u0633\u0645\u0627\u062a \u0627\u0644\u0643\u0627\u0626\u0646. \u062a\u0633\u0645\u062d \u0644\u0643 \u0628\u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0644\u0644\u0643\u0627\u0626\u0646.<br \/>\n17. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0645\u0646 \u0642\u0627\u0626\u0645\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0644\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0645\u0646 \u0642\u0627\u0626\u0645\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u062b\u0645 \u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0644\u0649 \u0642\u0627\u0626\u0645\u0629. \u062a\u0632\u064a\u0644 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0644\u0623\u0646\u0647\u0627 \u062a\u062e\u0632\u0646 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0641\u0642\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<br \/>\n\u0627\u0644\u0642\u0627\u0626\u0645\u0629_\u0627\u0644\u0623\u0635\u0644\u064a\u0629 = [1\u060c 2\u060c 2\u060c 2\u060c 3\u060c 4\u060c 4\u060c 4\u060c 5]<br \/>\n\u0642\u0627\u0626\u0645\u0629_\u0641\u0631\u064a\u062f\u0629 = \u0642\u0627\u0626\u0645\u0629 (\u0645\u062c\u0645\u0648\u0639\u0629 (\u0627\u0644\u0642\u0627\u0626\u0645\u0629_\u0627\u0644\u0623\u0635\u0644\u064a\u0629))<br \/>\n18. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0627\u0644\u062f\u0627\u0644\u0629 super() \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 super() \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0637\u0631\u064a\u0642\u0629 \u0645\u0646 \u0641\u0626\u0629 \u0623\u0635\u0644\u064a\u0629 \u0636\u0645\u0646 \u0641\u0626\u0629 \u0641\u0631\u0639\u064a\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0637\u0631\u064a\u0642\u0629 __init__() \u0644\u0641\u0626\u0629 \u0641\u0631\u0639\u064a\u0629 \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0637\u0631\u064a\u0642\u0629 __init__() \u0644\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0635\u0644\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0646\u0641\u064a\u0630 \u0645\u0646\u0637\u0642 \u0627\u0644\u062a\u0647\u064a\u0626\u0629 \u0644\u0643\u0644\u0627 \u0627\u0644\u0641\u0626\u062a\u064a\u0646.<br \/>\n19. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0639\u0643\u0633 \u0633\u0644\u0633\u0644\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u0645\u0643\u0646\u0643 \u0639\u0643\u0633 \u0633\u0644\u0633\u0644\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0642\u0637\u064a\u0639. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644<br \/>\n\u0627\u0644\u0633\u0644\u0633\u0644\u0629_\u0627\u0644\u0623\u0635\u0644\u064a\u0629 = \u0645\u0631\u062d\u0628\u064b\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645;<br \/>\n\u0627\u0644\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0645\u0639\u0643\u0648\u0633\u0629 = \u0627\u0644\u0633\u0644\u0633\u0644\u0629_\u0627\u0644\u0623\u0635\u0644\u064a\u0629 [:::-1]<br \/>\n20. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0628\u064a\u0626\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0639\u0632\u0648\u0644\u0629 \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u062a\u062b\u0628\u064a\u062a \u062d\u0632\u0645 \u0648\u062a\u0628\u0639\u064a\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u062f\u0648\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u062a\u062b\u0628\u064a\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0639\u0627\u0645. \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u062a\u0639\u0627\u0631\u0636\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0646\u0641\u0633 \u0627\u0644\u062d\u0632\u0645\u0629.<br \/>\n\u062a\u062d\u0642\u0642 \u0623\u064a\u0636\u064b\u0627 &#8211; \u0648\u0638\u0627\u0626\u0641 \u0628\u0639\u062f \u0634\u0647\u0627\u062f\u0629 \u0628\u0627\u064a\u062b\u0648\u0646<br \/>\n21. \u0643\u064a\u0641 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f \u062a\u0642\u062f\u064a\u0645 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0648\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0625\u0644\u0649 \u0645\u0644\u0641\u061f<br \/>\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u064a\u062a\u0645 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 open() \u0648\u0623\u0648\u0636\u0627\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0648\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0625\u0644\u0649 \u0645\u0644\u0641:<br \/>\n\u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0645\u0646 \u0645\u0644\u0641:<br \/>\n\u0645\u0639 \u0641\u062a\u062d(example.txt&#8217;, r&#8217;) \u0643\u0645\u0644\u0641:<br \/>\n\u0627\u0644\u0645\u062d\u062a\u0648\u0649 = file.read()<br \/>\n\u0637\u0628\u0627\u0639\u0629(\u0627\u0644\u0645\u062d\u062a\u0648\u0649)<br \/>\n\u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0625\u0644\u0649 \u0645\u0644\u0641:<br \/>\n\u0645\u0639 \u0641\u062a\u062d(output.txt&#8217;, w&#8217;) \u0643\u0645\u0644\u0641:<br \/>\nfile.write(\u0647\u0630\u0627 \u0628\u0639\u0636 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u0643\u062a\u0648\u0628 \u0641\u064a \u0627\u0644\u0645\u0644\u0641.&#8217;)<br \/>\n22. \u0627\u0634\u0631\u062d \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0642\u0648\u0627\u0626\u0645 \u0648\u0627\u0644\u062a\u0639\u062f\u0627\u062f\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0626\u0645 \u0648\u0627\u0644\u062a\u0648\u0627\u0626\u0645 \u0644\u062a\u062e\u0632\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0646 \u0627\u0644\u0639\u0646\u0627\u0635\u0631\u060c \u0644\u0643\u0646 \u0628\u064a\u0646\u0647\u0645\u0627 \u0628\u0639\u0636 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0627\u0644\u0642\u0648\u0627\u0626\u0645 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u063a\u064a\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0643 \u0625\u0636\u0627\u0641\u0629 \u0623\u0648 \u0625\u0632\u0627\u0644\u0629 \u0623\u0648 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0628\u0639\u062f \u0627\u0644\u0625\u0646\u0634\u0627\u0621. \u0623\u0645\u0627 \u0627\u0644\u062a\u0648\u0627\u0628\u0639\u060c \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u0641\u0647\u064a \u063a\u064a\u0631 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u063a\u064a\u064a\u0631\u060c \u0648\u0628\u0645\u062c\u0631\u062f \u0625\u0646\u0634\u0627\u0626\u0647\u0627\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0627\u0635\u0631\u0647\u0627. \u062a\u064f\u0639\u0631\u064e\u0651\u0641 \u0627\u0644\u0642\u0648\u0627\u0626\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0642\u0648\u0627\u0633 \u0627\u0644\u0645\u0631\u0628\u0639\u0629 [ ]\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u064f\u0639\u0631\u064e\u0651\u0641 \u0627\u0644\u062a\u0648\u0627\u0628\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0642\u0648\u0627\u0633 ( ).<br \/>\n23. \u0645\u0627 \u0647\u0648 \u0627\u0644\u0642\u0641\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0644\u0644\u0645\u062a\u0631\u062c\u0645 \u0627\u0644\u0641\u0648\u0631\u064a (GIL) \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0643\u064a\u0641 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062a\u0639\u062f\u062f \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062a\u0631\u0627\u0628\u0637\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0627\u0644\u0642\u0641\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0644\u0644\u0645\u062a\u0631\u062c\u0645 \u0627\u0644\u0641\u0648\u0631\u064a (GIL) \u0647\u0648 \u0622\u0644\u064a\u0629 \u0641\u064a CPython (\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646) \u062a\u0633\u0645\u062d \u0644\u0645\u0624\u0634\u0631 \u062a\u0631\u0627\u0628\u0637 \u0648\u0627\u062d\u062f \u0641\u0642\u0637 \u0628\u062a\u0646\u0641\u064a\u0630 \u0631\u0645\u0632 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0628\u0627\u064a\u062a\u064a \u0641\u064a \u0643\u0644 \u0645\u0631\u0629. \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u062d\u062a\u0649 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0646\u0648\u0627\u0629\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u0644\u062e\u064a\u0648\u0637 Python \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0623\u0646\u0648\u064a\u0629 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0644\u0627 \u064a\u0624\u062b\u0631 GIL \u0643\u062b\u064a\u0631\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0625\u062f\u062e\u0627\u0644\/\u0627\u0644\u0625\u062e\u0631\u0627\u062c\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0639\u062f\u062f \u0627\u0644\u062e\u064a\u0648\u0637 \u0645\u0641\u064a\u062f\u064b\u0627 \u0641\u064a \u0645\u062b\u0644 \u0647\u0630\u0647 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a.<br \/>\n24. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u0631\u0641\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f<br \/>\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0641\u0626\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0648\u0631\u0627\u062b\u0629 \u0645\u0646 \u0641\u0626\u0629 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0631\u0641\u0639 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0645\u062e\u0635\u0635:<br \/>\n\u0627\u0644\u0635\u0646\u0641 CustomError(\u0627\u0633\u062a\u062b\u0646\u0627\u0621):<br \/>\n\u062a\u0645\u0631\u064a\u0631<br \/>\n\u062a\u0639\u0631\u064a\u0641 \u0645\u062b\u0627\u0644_\u062f\u0627\u0644\u0629(x):<br \/>\n\u0625\u0646 \u0643\u0627\u0646\u062a x <0:\n\u0631\u0641\u0639 CustomError(\u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0631\u0642\u0645\u064b\u0627 \u0645\u0648\u062c\u0628\u064b\u0627\u061b\u061b)\n\u0625\u0631\u062c\u0627\u0639 x*2\n\u062d\u0627\u0648\u0644\n\u0627\u0644\u0646\u062a\u064a\u062c\u0629 = \u0645\u062b\u0627\u0644_\u062f\u0627\u0644\u0629(-5)\n\u0628\u0627\u0633\u062a\u062b\u0646\u0627\u0621 CustomError \u0643\u0640 e:\n\u0627\u0637\u0628\u0639(f\u061b \u062e\u0637\u0623: {e}\u061b)\n25. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 __name____ \u0641\u064a \u0646\u0635\u0648\u0635 \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0627\u0644\u0645\u062a\u063a\u064a\u0631 __name____ \u0647\u0648 \u0645\u062a\u063a\u064a\u0631 \u0645\u062f\u0645\u062c \u0641\u064a \u0646\u0635\u0648\u0635 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0646\u0635\u064a\u0629. \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644 \u0628\u0631\u0646\u0627\u0645\u062c \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0646\u0635\u064a \u0645\u0628\u0627\u0634\u0631\u0629\u064b\u060c \u064a\u062a\u0645 \u062a\u0639\u064a\u064a\u0646 \u0642\u064a\u0645\u0629 __name____ \u0625\u0644\u0649 __main__'. \u064a\u0633\u0645\u062d \u0644\u0643 \u0647\u0630\u0627 \u0628\u062a\u0636\u0645\u064a\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0648\u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0641\u0642\u0637 \u0639\u0646\u062f \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0648\u0644\u064a\u0633 \u0639\u0646\u062f \u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647 \u0643\u0648\u062d\u062f\u0629 \u0646\u0645\u0637\u064a\u0629 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0622\u062e\u0631.\n\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\n26. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u063a\u0627\u0621 \u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u062a\u0648\u0641\u0631 \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u062e\u0644\u0644 \u0644\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0644\u063a\u0627\u0621 \u062a\u0633\u0644\u0633\u0644\u0647\u0627. \u064a\u0633\u0645\u062d \u0644\u0643 \u0627\u0644\u0645\u062e\u0644\u0644 \u0628\u062a\u062d\u0648\u064a\u0644 \u0643\u0627\u0626\u0646\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0625\u0644\u0649 \u062f\u0641\u0642 \u0628\u0627\u064a\u062a (\u0627\u0644\u062a\u0633\u0644\u0633\u0644) \u0648\u0627\u0644\u0639\u0643\u0633 (\u0625\u0644\u063a\u0627\u0621 \u0627\u0644\u062a\u0633\u0644\u0633\u0644). \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644\u0627\u064b \u0639\u0644\u0649 \u0630\u0644\u0643:\n\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0645\u062e\u0644\u0644\n\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a = {\u0627\u0644\u0627\u0633\u0645': \u062c\u0648\u0646\u060c \u0627\u0644\u0639\u0645\u0631 30}\n# \u0627\u0644\u062a\u0633\u0644\u0633\u0644\n\u0645\u0639 \u0641\u062a\u062d (data.pkl', wb') \u0643\u0645\u0644\u0641:\n\u0645\u062e\u0644\u0644.\u062a\u0641\u0631\u064a\u063a(\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0644\u0641)\n# \u0625\u0644\u063a\u0627\u0621 \u0627\u0644\u062a\u0633\u0644\u0633\u0644\n\u0645\u0639 \u0641\u062a\u062d(data.pkl', rb') \u0643\u0645\u0644\u0641:\n\u062a\u062d\u0645\u064a\u0644_\u0628\u064a\u0627\u0646\u0627\u062a = pickle.load.load(\u0645\u0644\u0641)\n\u0637\u0628\u0627\u0639\u0629 (\u062a\u062d\u0645\u064a\u0644_\u0628\u064a\u0627\u0646\u0627\u062a) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: {\u0627\u0644\u0627\u0633\u0645': \u062c\u0648\u0646'\u060c \u0627\u0644\u0639\u0645\u0631': 30}\n\u0641\u0647\u0645 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0639 \u0623\u0645\u062b\u0644\u0629\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0641\u0647\u0645 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0647\u064a \u0637\u0631\u064a\u0642\u0629 \u0645\u0648\u062c\u0632\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0642\u0648\u0627\u0626\u0645 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646. \u062a\u0633\u0645\u062d \u0644\u0643 \u0628\u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0626\u0645\u0629 \u062c\u062f\u064a\u062f\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0648\u0634\u0631\u0637 \u062a\u0635\u0641\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631\u064a. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0630\u0644\u0643:\n# \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0626\u0645\u0629 \u0645\u0646 \u0645\u0631\u0628\u0639\u0627\u062a \u0627\u0644\u0623\u0639\u062f\u0627\u062f \u0645\u0646 1 \u0625\u0644\u0649 5\n\u0627\u0644\u0645\u0631\u0628\u0639\u0627\u062a = [x**2 \u0644 x \u0641\u064a \u0627\u0644\u0646\u0637\u0627\u0642 (1\u060c 6)]\n\u0627\u0637\u0628\u0639 (\u0645\u0631\u0628\u0639\u0627\u062a) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: [1, 4, 9, 16, 25\n27. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062d\u0632\u0645 \u0627\u0644\u0637\u0631\u0641 \u0627\u0644\u062b\u0627\u0644\u062b \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Pip\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: Pip \u0647\u0648 \u0645\u062f\u064a\u0631 \u062d\u0632\u0645 \u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062d\u0632\u0645 \u0627\u0644\u0637\u0631\u0641 \u0627\u0644\u062b\u0627\u0644\u062b \u0648\u062a\u062b\u0628\u064a\u062a\u0647\u0627 \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629. \u0644\u062a\u062b\u0628\u064a\u062a \u062d\u0632\u0645\u0629 \u0645\u0627\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 Pip install \u0645\u062a\u0628\u0648\u0639\u064b\u0627 \u0628\u0627\u0633\u0645 \u0627\u0644\u062d\u0632\u0645\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:\n\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0637\u0644\u0628\u0627\u062a\n\u0633\u064a\u0624\u062f\u064a \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0625\u0644\u0649 \u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0637\u0644\u0628\u0627\u062a\u061b \u0627\u0644\u062d\u0632\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629\u064b \u0644\u062a\u0642\u062f\u064a\u0645 \u0637\u0644\u0628\u0627\u062a HTTP.\n28. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 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\u0645\u0646 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0645\u0629 \u0645\u062d\u062f\u062f\u0629. \u064a\u0645\u0643\u0646\u0643 \u062a\u0648\u0641\u064a\u0631 \u0645\u0639\u0644\u0645\u0629 \u0645\u0641\u062a\u0627\u062d \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0633\u0645\u0629 \u0627\u0644\u062a\u064a \u0633\u064a\u062a\u0645 \u0641\u0631\u0632 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:\n\u0635\u0646\u0641 \u0634\u062e\u0635:\n\u062a\u0639\u0631\u064a\u0641 __init__(\u0627\u0644\u0630\u0627\u062a\u060c \u0627\u0644\u0627\u0633\u0645\u060c \u0627\u0644\u0639\u0645\u0631):\n\u0627\u0644\u0627\u0633\u0645 \u0627\u0644\u0630\u0627\u062a\u064a = \u0627\u0644\u0627\u0633\u0645\n\u0627\u0644\u0639\u0645\u0631 = \u0627\u0644\u0639\u0645\u0631\n\u0627\u0644\u0623\u0634\u062e\u0627\u0635 = [\u0627\u0644\u0634\u062e\u0635 (\u062c\u0648\u0646\u060c 30)\u060c \u0627\u0644\u0634\u062e\u0635 (\u0623\u0644\u064a\u0633\u060c 25)\u060c \u0627\u0644\u0634\u062e\u0635 (\u0628\u0648\u0628\u060c 35)]\n# \u0641\u0631\u0632 \u062d\u0633\u0628 \u0627\u0644\u0639\u0645\u0631\n\u0641\u0631\u0632_\u0627\u0644\u0623\u0634\u062e\u0627\u0635 = \u0641\u0631\u0632 (\u0627\u0644\u0623\u0634\u062e\u0627\u0635\u060c \u0627\u0644\u0645\u0641\u062a\u0627\u062d = \u0634\u062e\u0635 \u0644\u0627\u0645\u0628\u062f\u0627: person.age)\n\u0637\u0628\u0627\u0639\u0629(\u0641\u0631\u0632_\u0627\u0644\u0646\u0627\u0633)\n33. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0625\u0630\u0627 __name__ = = __main__;: \u0643\u062a\u0644\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0625\u0630\u0627 __name___name__ = = = __main__;: \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u062a\u0644\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644\u0647 \u0645\u0628\u0627\u0634\u0631\u0629 \u0623\u0648 \u064a\u062a\u0645 \u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647 \u0643\u0648\u062d\u062f\u0629 \u0646\u0645\u0637\u064a\u0629 \u0641\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u0646\u0635\u064a \u0622\u062e\u0631. \u0633\u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u062f\u0627\u062e\u0644 \u0647\u0630\u0647 \u0627\u0644\u0643\u062a\u0644\u0629 \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0645 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0645\u0628\u0627\u0634\u0631\u0629\u060c \u0648\u0644\u064a\u0633 \u0639\u0646\u062f\u0645\u0627 \u064a\u062a\u0645 \u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647 \u0641\u064a \u0645\u0643\u0627\u0646 \u0622\u062e\u0631. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629\u064b \u0644\u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0633\u0644\u0648\u0643 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062f\u0648\u0627\u0644 \u0639\u0646\u062f \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644.\n34. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0648\u064a\u0644 \u0633\u0644\u0633\u0644\u0629 \u0625\u0644\u0649 \u0623\u062d\u0631\u0641 \u0643\u0628\u064a\u0631\u0629 \u0623\u0648 \u0635\u063a\u064a\u0631\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0643\u0628\u064a\u0631() \u0644\u062a\u062d\u0648\u064a\u0644 \u0633\u0644\u0633\u0644\u0629 \u0625\u0644\u0649 \u0623\u062d\u0631\u0641 \u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0635\u063a\u064a\u0631() \u0644\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0623\u062d\u0631\u0641 \u0635\u063a\u064a\u0631\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\n\u0627\u0644\u0633\u0644\u0633\u0644\u0629_\u0627\u0644\u0623\u0635\u0644\u064a\u0629 = \u0645\u0631\u062d\u0628\u064b\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645;\n\u0627\u0644\u0623\u062d\u0631\u0641_\u0627\u0644\u0623\u0639\u0644\u0649_\u0623\u062d\u0631\u0641 \u0643\u0628\u064a\u0631\u0629 = original_string.top()\n\u0627\u0644\u0623\u062d\u0631\u0641_\u0627\u0644\u0635\u063a\u0631\u0649_\u0623\u062d\u0631\u0641 \u0635\u063a\u064a\u0631\u0629 = original_string.lower()\n\u0637\u0628\u0627\u0639\u0629(upper_case_string) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: \u0645\u0631\u062d\u0628\u064b\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645!\n\u0637\u0628\u0627\u0639\u0629(Lower_case_string) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: \u0645\u0631\u062d\u0628\u064b\u0627 \u0623\u064a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u0645!\n35. \u0645\u0627 \u0647\u0648 \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0639\u0628\u0627\u0631\u0629 \"\u0645\u0639\" \u0641\u064a \u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0645\u0644\u0641\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0643\u064a\u0641 \u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0639\u0628\u0627\u0631\u0629 \"\u0645\u0639\" \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0625\u062f\u062e\u0627\u0644\/\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0644\u0641\u0627\u062a. \u0641\u0647\u064a \u062a\u0636\u0645\u0646 \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u0645\u0644\u0641 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u0628\u0639\u062f \u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u062a\u0647\u060c \u062d\u062a\u0649 \u0644\u0648 \u062d\u062f\u062b \u0627\u0633\u062a\u062b\u0646\u0627\u0621 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0641\u0647\u064a \u062a\u0644\u063a\u064a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u0645\u0644\u0641 \u0628\u0634\u0643\u0644 \u0635\u0631\u064a\u062d\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0643\u0648\u062f \u0623\u0646\u0638\u0641 \u0648\u0623\u0642\u0644 \u0639\u0631\u0636\u0629 \u0644\u062a\u0633\u0631\u0628 \u0627\u0644\u0645\u0648\u0627\u0631\u062f.\n\u0623\u0633\u0626\u0644\u0629 \u0648\u0623\u062c\u0648\u0628\u0629 \u062a\u0631\u0645\u064a\u0632 \u0628\u0627\u064a\u062b\u0648\u0646\n36. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u064a\u0646 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u064a\u0646 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0629 \"\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a\". \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0630\u0644\u0643:\n\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0648\u0627\u0644\u0648\u0642\u062a\n\u0627\u0644\u062a\u0627\u0631\u064a\u062e_\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u062d\u0627\u0644\u064a = datetime.date.today()\n\u0627\u0644\u0648\u0642\u062a_\u0627\u0644\u062d\u0627\u0644\u064a = datetime.datetime.now()\n\u0637\u0628\u0627\u0639\u0629(current_date) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: 2023-07-26\n\u0637\u0628\u0627\u0639\u0629(\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0627\u0644\u064a) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: 2023-07-26 12:34:56.789012\n37. \u0634\u0631\u062d \u0645\u0641\u0647\u0648\u0645 \u062f\u0648\u0627\u0644 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0641\u064a Python\u060c \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u062f\u0648\u0627\u0644 \u0641\u064a Python \u0645\u0648\u0627\u0637\u0646\u064a\u0646 \u0645\u0646 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u0649\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0643\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0639\u064a\u064a\u0646\u0647\u0627 \u0625\u0644\u0649 \u0645\u062a\u063a\u064a\u0631\u0627\u062a\u060c \u0648\u062a\u0645\u0631\u064a\u0631\u0647\u0627 \u0643\u0648\u0633\u064a\u0637\u0627\u062a \u0625\u0644\u0649 \u062f\u0648\u0627\u0644 \u0623\u062e\u0631\u0649\u060c \u0648\u0625\u0631\u062c\u0627\u0639\u0647\u0627 \u0645\u0646 \u062f\u0648\u0627\u0644 \u0623\u062e\u0631\u0649. \u064a\u0633\u0645\u062d \u0630\u0644\u0643 \u0628\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0627\u0644\u0642\u0648\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0648\u0627\u0644 \u0630\u0627\u062a \u0627\u0644\u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0623\u0639\u0644\u0649 \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0625\u063a\u0644\u0627\u0642.\n38. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0648\u062c\u0648\u062f \u0645\u0641\u062a\u0627\u062d \u0641\u064a \u0642\u0627\u0645\u0648\u0633 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0645\u0627\u0630\u0627 \u064a\u062d\u062f\u062b \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u0627\u0648\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0641\u062a\u0627\u062d \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0645\u0648\u062c\u0648\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u0642\u0627\u0645\u0648\u0633 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629 in. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\nmy_dict = {a': 1\u060c b': 2}\n\u0625\u0630\u0627 \u0643\u0627\u0646 c' \u0641\u064a my_dict:\n\u0627\u0637\u0628\u0639 (\u0627\u0644\u0645\u0641\u062a\u0627\u062d c' \u0645\u0648\u062c\u0648\u062f\u061b)\n\u063a\u064a\u0631 \u0630\u0644\u0643:\n\u0637\u0628\u0627\u0639\u0629(\u0627\u0644\u0645\u0641\u062a\u0627\u062d c' \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f\u061b\u061b)\n\u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u0627\u0648\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0641\u062a\u0627\u062d \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f \u0641\u064a \u0627\u0644\u0642\u0627\u0645\u0648\u0633\u060c \u062a\u0631\u0641\u0639 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0633\u062a\u062b\u0646\u0627\u0621\u064b KeyError. \u0644\u062a\u062c\u0646\u0628 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u064a\u0642\u0629 get()\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u064f\u0631\u062c\u0639 \u0642\u064a\u0645\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0625\u0630\u0627 \u0644\u0645 \u064a\u062a\u0645 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\u0627\u0644\u0639\u0627\u0644\u0645]\n\u0633\u0644\u0633\u0644\u0629_\u0633\u0644\u0633\u0644\u0629_\u0645\u062a\u0633\u0644\u0633\u0644\u0629 = \u061b.join(my_list)\n\u0637\u0628\u0627\u0639\u0629(concatenated_string) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: \u0645\u0631\u062d\u0628\u064b\u0627 \u0628\u0627\u0644\u0639\u0627\u0644\u0645;\n40. \u0627\u0634\u0631\u062d \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0639\u0628\u0627\u0631\u0629 \u0627\u0644\u062a\u0645\u0631\u064a\u0631 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0639\u0628\u0627\u0631\u0629 \u0627\u0644\u062a\u0645\u0631\u064a\u0631 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0639\u0628\u0627\u0631\u0629 \u0639\u062f\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u062a\u0633\u062a\u062e\u062f\u0645 \u0643\u0639\u0646\u0635\u0631 \u0646\u0627\u0626\u0628 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 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\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u062a\u0634\u0645\u0644 \u0623\u0637\u0631 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0634\u0647\u064a\u0631\u0629 \u0644\u0644\u0648\u064a\u0628 Django \u0648 Flask \u0648 Pyramid.\n43. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0648\u062a\u0633\u062c\u064a\u0644\u0647\u0627 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u061f\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0629 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 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\u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0633\u0644\u0648\u0643 \u0627\u0644\u062a\u0637\u0628\u064a\u0642.\n\u0631\u0627\u062c\u0639 \u0623\u064a\u0636\u064b\u0627 - \u0643\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\n44. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0644\u0643\u0627\u0626\u0646 \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u062a\u0648\u0641\u0631 Python \u0627\u0644\u062f\u0627\u0644\u0629 sys.getsizeof() \u0641\u064a \u0648\u062d\u062f\u0629 sys \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0644\u0643\u0627\u0626\u0646 \u0645\u0627. \u062a\u0642\u0648\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 \u0628\u0625\u0631\u062c\u0627\u0639 \u062d\u062c\u0645 \u0627\u0644\u0643\u0627\u0626\u0646 \u0628\u0627\u0644\u0628\u0627\u064a\u062a. \u0636\u0639 \u0641\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0643 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u062f\u0627\u0644\u0629 \u062a\u0648\u0641\u0631 \u0641\u0642\u0637 \u062a\u0642\u062f\u064a\u0631\u064b\u0627 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u0642\u062f \u0644\u0627 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631 \u0625\u0644\u064a\u0647\u0627.\n45. \u0627\u0634\u0631\u062d \u0627\u0644\u063a\u0631\u0636 \u0645\u0646 \u0637\u0631\u064a\u0642\u062a\u064e\u064a __str____ \u0648 __repr__ \u0641\u064a \u0641\u0626\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u0625\u062c\u0627\u0628\u0629: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0637\u0631\u064a\u0642\u0629 __str_____ \u0644\u062a\u062d\u062f\u064a\u062f \u062a\u0645\u062b\u064a\u0644 \u0633\u0644\u0633\u0644\u0629 \u0644\u0643\u0627\u0626\u0646 \u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646. \u064a\u062a\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0624\u0647\u0627 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u062f\u0627\u0644\u0629 str() \u0648\u0627\u0644\u062f\u0627\u0644\u0629 print(). \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 __repr____ \u0644\u062a\u0639\u0631\u064a\u0641 \u062a\u0645\u062b\u064a\u0644 \u0633\u0644\u0633\u0644\u0629 \u0644\u0643\u0627\u0626\u0646 \u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u062a\u0635\u062d\u064a\u062d \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631. \u064a\u062a\u0645 \u0627\u0633\u062a\u062f\u0639\u0627\u0624\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062f\u0627\u0644\u0629 repr() \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0625\u0646\u062a\u0627\u062c \u0633\u0644\u0633\u0644\u0629 \u064a\u0645\u0643\u0646\u0647\u0627 \u0625\u0639\u0627\u062f\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0643\u0627\u0626\u0646 \u0639\u0646\u062f \u062a\u0642\u064a\u064a\u0645\u0647\u0627.\n46. \u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0648\u062d\u062f\u0629 \u0627\u0644\u0646\u0645\u0637\u064a\u0629 \u0648\u0627\u0644\u062d\u0632\u0645\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0627\u0644\u0648\u062d\u062f\u0629 \u0627\u0644\u0646\u0645\u0637\u064a\u0629 \u0647\u064a \u0645\u0644\u0641 \u0648\u0627\u062d\u062f \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0643\u0648\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0623\u062e\u0631\u0649. \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u0627\u0644\u062d\u0632\u0645\u0629 \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0646\u0645\u0637\u064a\u0629 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0641\u064a \u062f\u0644\u064a\u0644 \u0645\u0639 \u0645\u0644\u0641 \u062e\u0627\u0635 \u0628\u0627\u0633\u0645 __init____.py. \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u0644\u0641 __init____.py \u0628\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u062f\u0644\u064a\u0644 \u0643\u062d\u0632\u0645\u0629 \u0648\u064a\u0633\u0645\u062d \u0628\u0627\u0633\u062a\u064a\u0631\u0627\u062f\u0647\u0627 \u0643\u0643\u0644.\n47. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0648\u062d\u062f\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u061f \u0627\u0630\u0643\u0631 \u0628\u0639\u0636 \u0623\u0637\u0631 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u0645\u0643\u0646 \u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0648\u062d\u062f\u0629 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0637\u0631 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u062b\u0644 unittest \u0648 pytest \u0648 nose. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0623\u0637\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0643\u062a\u0627\u0628\u0629 \u0648\u062a\u0634\u063a\u064a\u0644 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0644\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u0627\u0644\u0641\u0626\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0639\u0645\u0644 \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0643\u0645\u0627 \u0647\u0648 \u0645\u062a\u0648\u0642\u0639.\n48. \u0634\u0631\u062d \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0625\u063a\u0644\u0627\u0642 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u062a\u0642\u062f\u064a\u0645 \u0645\u062b\u0627\u0644\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0627\u0644\u0625\u063a\u0644\u0627\u0642 \u0647\u0648 \u062f\u0627\u0644\u0629 \u062a\u062d\u062a\u0641\u0638 \u0628\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0645\u0646 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a\u0647\u0627 (\u0627\u0644\u0645\u062d\u064a\u0637) \u062d\u062a\u0649 \u0628\u0639\u062f \u0627\u0646\u062a\u0647\u0627\u0621 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0646\u0637\u0627\u0642. \u062a\u0633\u0645\u062d \u0644\u0644\u062f\u0627\u0644\u0629 \u0628\u062a\u0630\u0643\u0631 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0646\u0637\u0627\u0642\u0647\u0627 \u0627\u0644\u0645\u0639\u062c\u0645\u064a \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644\u064b\u0627:\ndef outer_function(x):\ndef inner_function(y):\n\u0625\u0631\u062c\u0627\u0639 \u0633 + \u0635\n\u0625\u0631\u062c\u0627\u0639 \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629\n\u0645\u062b\u0627\u0644_\u0625\u063a\u0644\u0627\u0642_\u0627\u0644\u0645\u062b\u0627\u0644 = \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629(10)\n\u0637\u0628\u0627\u0639\u0629(\u0625\u063a\u0644\u0627\u0642_\u0645\u062b\u0627\u0644(5)) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: 15\n\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0647\u064a \u0625\u063a\u0644\u0627\u0642 \u064a\u062a\u0630\u0643\u0651\u0631 \u0642\u064a\u0645\u0629 x \u0645\u0646 \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0627\u0644\u0645\u0631\u0641\u0642\u0629 \u062d\u062a\u0649 \u0628\u0639\u062f \u0627\u0646\u062a\u0647\u0627\u0621 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629.\n49. \u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0643 \u062a\u0628\u062f\u064a\u0644 \u0642\u064a\u0645 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u062f\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u063a\u064a\u0631 \u0645\u0624\u0642\u062a\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u064a\u0645\u0643\u0646\u0643 \u062a\u0628\u062f\u064a\u0644 \u0642\u064a\u0645 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0639\u064a\u064a\u0646 \u062a\u0628\u0627\u062f\u0644\u064a. \u0625\u0644\u064a\u0643 \u0645\u062b\u0627\u0644 \u0639\u0644\u0649 \u0630\u0644\u0643:\nx = 10\ny = 20\n\u0633\u060c \u0635 = \u0635\u060c \u0633\n\u0637\u0628\u0627\u0639\u0629 (\u0633) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: 20\n\u0637\u0628\u0627\u0639\u0629(y) # \u0627\u0644\u0625\u062e\u0631\u0627\u062c: 10\n50. \u0643\u064a\u0641 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0625\u062f\u062e\u0627\u0644\/\u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0648\u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621\u0627\u062a \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a\u061f\n\u0627\u0644\u062c\u0648\u0627\u0628: \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0641\u064a Python\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062e\u0637\u0627\u0621 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