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\u0633\u0631\u0639\u0629<\/h5>\n
\u064a\u0633\u062a\u062e\u062f\u0645 PyPy \u0645\u064f\u062c\u0645\u0650\u0651\u0639\u064b\u0627 \u0644\u062d\u0638\u064a\u064b\u0627 (JIT) \u064a\u064f\u0633\u0631\u0650\u0651\u0639 \u0646\u0635\u0648\u0635 Python \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0646\u0648\u0639 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a CPython \u0647\u0648 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0633\u0628\u0642 (AOT)\u060c \u0623\u064a \u0623\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u062a\u064f\u062a\u0631\u062c\u0645 \u0625\u0644\u0649 \u0628\u0627\u064a\u062a \u0643\u0648\u062f \u0642\u0628\u0644 \u0627\u0644\u062a\u0646\u0641\u064a\u0630. \u064a\u064f\u062a\u0631\u062c\u0645 JIT \u0627\u0644\u0634\u064a\u0641\u0631\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u0642\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0641\u0642\u0637\u060c \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629.<\/p>\n
\u0642\u062f \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0635\u062f\u0631\u064a \u0639\u0644\u0649 \u0643\u062a\u0644 \u0645\u0646 \u0627\u0644\u0643\u0648\u062f \u0644\u0627 \u062a\u064f\u0646\u0641\u064e\u0651\u0630 \u0625\u0637\u0644\u0627\u0642\u064b\u0627\u060c \u0648\u0644\u0643\u0646 \u062a\u064f\u062a\u0631\u062c\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u064f\u062c\u0645\u0650\u0651\u0639 AOT. \u0647\u0630\u0627 \u064a\u064f\u0624\u062f\u064a \u0625\u0644\u0649 \u0628\u0637\u0621 \u0641\u064a \u0632\u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629. \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0635\u062f\u0631\u064a \u0643\u0628\u064a\u0631\u064b\u0627 \u0648\u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0622\u0644\u0627\u0641 \u0627\u0644\u0623\u0633\u0637\u0631\u060c \u064a\u064f\u062d\u062f\u062b \u0627\u0633\u062a\u062e\u062f\u0627\u0645 JIT \u0641\u0631\u0642\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627. \u0645\u0639 AOT\u060c \u064a\u064f\u062a\u0631\u062c\u0645 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0635\u062f\u0631\u064a \u0628\u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u064a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u064b\u0627 \u0637\u0648\u064a\u0644\u064b\u0627. \u0623\u0645\u0627 \u0645\u0639 JIT\u060c \u0641\u064a\u064f\u0646\u0641\u064e\u0651\u0630 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0641\u0642\u0637 \u0645\u0646 \u0627\u0644\u0643\u0648\u062f\u060c \u0645\u0645\u0627 \u064a\u064f\u0633\u0631\u0650\u0651\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n
\u0628\u0639\u062f \u0623\u0646 \u064a\u062a\u0631\u062c\u0645 PyPy \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0643\u0648\u062f\u060c \u064a\u064f\u062e\u0632\u064e\u0651\u0646 \u0645\u0624\u0642\u062a\u064b\u0627. \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0643\u0648\u062f \u064a\u064f\u062a\u0631\u062c\u0645 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0641\u0642\u0637\u060c \u062b\u0645 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0644\u0627\u062d\u0642\u064b\u0627. \u064a\u064f\u0643\u0631\u0650\u0651\u0631 \u0645\u064f\u0641\u0633\u0650\u0651\u0631 CPython \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0641\u064a \u0643\u0644 \u0645\u0631\u0629 \u064a\u064f\u0646\u0641\u064e\u0651\u0630 \u0641\u064a\u0647\u0627 \u0627\u0644\u0643\u0648\u062f\u060c \u0648\u0647\u0630\u0627 \u0633\u0628\u0628 \u0622\u062e\u0631 \u0644\u0628\u0637\u0621 \u062a\u0646\u0641\u064a\u0630\u0647.<\/p>\n
\u0628\u062f\u0648\u0646 \u062c\u0647\u062f<\/h5>\n
\u0644\u064a\u0633 PyPy \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0646\u0635\u0648\u0635 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0648\u0644\u0643\u0646\u0647 \u0627\u0644\u0623\u0633\u0647\u0644. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Cython \u0644\u062a\u0633\u0631\u064a\u0639 \u062a\u0639\u064a\u064a\u0646 \u0623\u0646\u0648\u0627\u0639 C \u0644\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a. \u062a\u0643\u0645\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0641\u064a \u0623\u0646 Cython \u064a\u062a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0637\u0648\u0631 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0635\u062f\u0631\u064a \u064a\u062f\u0648\u064a\u064b\u0627 \u0648\u062a\u062d\u0633\u064a\u0646\u0647. \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u064f\u0645\u0644 \u0648\u064a\u0632\u062f\u0627\u062f \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u0639 \u0632\u064a\u0627\u062f\u0629 \u062d\u062c\u0645 \u0627\u0644\u0643\u0648\u062f. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 PyPy\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 \u0643\u0648\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0639\u0627\u062f\u064a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0628\u0643\u062b\u064a\u0631 \u0648\u062f\u0648\u0646 \u0623\u064a \u062c\u0647\u062f.<\/p>\n
\u0644\u0627 \u064a\u0648\u062c\u062f \u0643\u0648\u0645\u0629<\/h5>\n
\u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0645\u0643\u062f\u0633 C. \u064a\u062e\u0632\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0643\u062f\u0633 \u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u062f\u0639\u0627\u0629 \u0645\u0646 \u0628\u0639\u0636\u0647\u0627 \u0627\u0644\u0628\u0639\u0636 (\u0627\u0644\u0625\u0631\u062c\u0627\u0639). \u0648\u0644\u0623\u0646 \u0627\u0644\u0645\u0643\u062f\u0633 \u0645\u062d\u062f\u0648\u062f \u0627\u0644\u062d\u062c\u0645\u060c \u0641\u0625\u0646 \u0639\u062f\u062f \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u062f\u0648\u0627\u0644 \u0645\u062d\u062f\u0648\u062f.<\/p>\n
\u064a\u0633\u062a\u062e\u062f\u0645 PyPy \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u062f\u0648\u0646 \u062a\u0643\u062f\u064a\u0633\u060c \u0648\u0647\u0648 \u062a\u0637\u0628\u064a\u0642 \u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062f\u0633 C. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643\u060c \u064a\u062e\u0632\u0646 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u062f\u0648\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0643\u062f\u0633 \u0628\u062c\u0627\u0646\u0628 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a. \u062d\u062c\u0645 \u0627\u0644\u0645\u0643\u062f\u0633 \u0623\u0643\u0628\u0631 \u0645\u0646 \u062d\u062c\u0645 \u0627\u0644\u0643\u0648\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u062f\u0648\u0627\u0644.<\/p>\n
\u064a\u062f\u0639\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 Stackless \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u062e\u064a\u0648\u0637 \u0627\u0644\u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0647\u064a \u0623\u0641\u0636\u0644 \u0645\u0646 \u062e\u064a\u0648\u0637 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0639\u0627\u062f\u064a\u0629. \u0641\u064a \u062e\u064a\u0637 \u0628\u0627\u064a\u062b\u0648\u0646 Stackless\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u0645\u0649 "\u0645\u0647\u0627\u0645 \u0635\u063a\u064a\u0631\u0629"\u060c \u0648\u062a\u0639\u0645\u0644 \u062c\u0645\u064a\u0639\u0647\u0627 \u0639\u0644\u0649 \u062e\u064a\u0637 \u0648\u0627\u062d\u062f.<\/p>\n
\u064a\u062a\u064a\u062d \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 (Tasklets) \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u0645\u0646. \u0627\u0644\u062a\u0632\u0627\u0645\u0646 \u064a\u0639\u0646\u064a \u062a\u0634\u063a\u064a\u0644 \u0645\u0647\u0645\u062a\u064a\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u0645\u0639 \u062a\u0642\u0627\u0633\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0646\u0641\u0633\u0647\u0627. \u062a\u0639\u0645\u0644 \u0625\u062d\u062f\u0649 \u0627\u0644\u0645\u0647\u0645\u062a\u064a\u0646 \u0644\u0641\u062a\u0631\u0629\u060c \u062b\u0645 \u062a\u062a\u0648\u0642\u0641 \u0644\u0625\u0641\u0633\u0627\u062d \u0627\u0644\u0645\u062c\u0627\u0644 \u0644\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629. \u062a\u062c\u062f\u0631 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0647\u0630\u0627 \u064a\u062e\u062a\u0644\u0641 \u0639\u0646 \u0627\u0644\u062a\u0648\u0627\u0632\u064a\u060c \u0627\u0644\u0630\u064a \u064a\u062a\u0636\u0645\u0646 \u062a\u0634\u063a\u064a\u0644 \u0645\u0647\u0645\u062a\u064a\u0646 \u0645\u0646\u0641\u0635\u0644\u062a\u064a\u0646 \u0648\u0644\u0643\u0646 \u0645\u062a\u0632\u0627\u0645\u0646\u062a\u064a\u0646.<\/p>\n
\u064a\u064f\u0642\u0644\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Tasklets \u0639\u062f\u062f \u0627\u0644\u062e\u064a\u0648\u0637 \u0627\u0644\u0645\u064f\u0646\u0634\u0623\u0629\u060c \u0645\u0645\u0627 \u064a\u064f\u0642\u0644\u0644 \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0625\u062f\u0627\u0631\u0629 \u062c\u0645\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u062e\u064a\u0648\u0637 \u0628\u0648\u0627\u0633\u0637\u0629 \u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644. \u0648\u0646\u062a\u064a\u062c\u0629\u064b \u0644\u0630\u0644\u0643\u060c \u064a\u0633\u062a\u063a\u0631\u0642 \u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0628\u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u062e\u064a\u0637\u064a\u0646 \u0648\u0642\u062a\u064b\u0627 \u0623\u0637\u0648\u0644 \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u0644 \u0628\u064a\u0646 \u0645\u0647\u0645\u062a\u064a\u0646.<\/p>\n
\u0643\u0645\u0627 \u0645\u0647\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u062f\u0648\u0646 \u062a\u0643\u062f\u064a\u0633 \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629. \u062a\u062a\u064a\u062d \u0644\u0646\u0627 \u0627\u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u062d\u0641\u0638 \u062d\u0627\u0644\u0629 \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u0627\u0633\u062a\u0639\u0627\u062f\u062a\u0647\u0627 \u0644\u0627\u062d\u0642\u064b\u0627 \u0644\u0645\u0648\u0627\u0635\u0644\u0629 \u0627\u0644\u0645\u0647\u0645\u0629. \u062a\u062c\u062f\u0631 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u062f\u0648\u0646 \u062a\u0643\u062f\u064a\u0633 \u0644\u0627 \u064a\u062e\u062a\u0644\u0641 \u0639\u0646 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u060c \u0628\u0644 \u064a\u0636\u064a\u0641 \u0648\u0638\u0627\u0626\u0641 \u0625\u0636\u0627\u0641\u064a\u0629. \u0643\u0644 \u0645\u0627 \u0647\u0648 \u0645\u062a\u0627\u062d \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0633\u064a\u0643\u0648\u0646 \u0645\u062a\u0627\u062d\u064b\u0627 \u0623\u064a\u0636\u064b\u0627 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u062f\u0648\u0646 \u062a\u0643\u062f\u064a\u0633.<\/p>\n
\u0628\u0639\u062f \u0645\u0646\u0627\u0642\u0634\u0629 \u0641\u0648\u0627\u0626\u062f PyPy\u060c \u062f\u0639\u0646\u0627 \u0646\u062a\u062d\u062f\u062b \u0639\u0646 \u062d\u062f\u0648\u062f\u0647 \u0641\u064a \u0627\u0644\u0642\u0633\u0645 \u0627\u0644\u062a\u0627\u0644\u064a.<\/p>\n
\u0642\u064a\u0648\u062f PyPy<\/h2>\n
\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 CPython \u0639\u0644\u0649 \u0623\u064a \u062c\u0647\u0627\u0632 \u0648\u0623\u064a \u0628\u0646\u064a\u0629 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0631\u0643\u0632\u064a\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u062f\u0639\u0645 PyPy \u0645\u062d\u062f\u0648\u062f \u0646\u0633\u0628\u064a\u064b\u0627.<\/p>\n
\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0647\u064a\u0627\u0643\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062f\u0639\u0645\u0647\u0627 \u0648\u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u064a\u0647\u0627 PyPy (\u0627\u0644\u0645\u0635\u062f\u0631):<\/p>\n
- \n
- x86 (IA-32) \u0648 x86_64<\/li>\n
- \u0645\u0646\u0635\u0627\u062a ARM (ARMv6 \u0623\u0648 ARMv7\u060c \u0645\u0639 VFPv3)<\/li>\n
- AArch64<\/li>\n
- PowerPC 64 \u0628\u062a\u060c \u0643\u0644 \u0645\u0646 \u0627\u0644\u0637\u0631\u0641 \u0627\u0644\u0635\u063a\u064a\u0631 \u0648\u0627\u0644\u0643\u0628\u064a\u0631<\/li>\n
- \u0646\u0638\u0627\u0645 Z (s390x)<\/li>\n<\/ul>\n
\u0644\u0627 \u064a\u0639\u0645\u0644 PyPy \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0644\u064a\u0646\u0643\u0633\u060c \u0644\u0630\u0627 \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u062d\u062f\u0649 \u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629. \u0633\u064a\u0624\u062f\u064a \u062a\u0634\u063a\u064a\u0644 \u0645\u0644\u0641 PyPy Linux \u0627\u0644\u062b\u0646\u0627\u0626\u064a \u0639\u0644\u0649 \u062a\u0648\u0632\u064a\u0639\u0629 \u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629 \u0625\u0644\u0649 \u0638\u0647\u0648\u0631 \u062e\u0637\u0623. \u064a\u062f\u0639\u0645 PyPy \u0625\u0635\u062f\u0627\u0631\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0641\u0642\u0637 \u0645\u0646 \u0628\u0627\u064a\u062b\u0648\u0646 2 \u0648\u0628\u0627\u064a\u062b\u0648\u0646 3\u060c \u0648\u0647\u0645\u0627 PyPy 2.7 \u0648PyPy 3.6.<\/p>\n
\u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u064f\u0634\u063a\u0651\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 PyPy \u0645\u064f\u0639\u062f\u0651\u0644\u0627\u064b \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u062e\u0627\u0644\u0635\u0629\u060c \u0641\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u0643\u0648\u0646 \u0633\u0631\u0639\u0629 PyPy \u0645\u0644\u062d\u0648\u0638\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0643\u0648\u062f \u064a\u062a\u0636\u0645\u0646 \u0627\u0645\u062a\u062f\u0627\u062f\u0627\u062a C \u0645\u062b\u0644 NumPy\u060c \u0641\u0642\u062f \u064a\u0632\u064a\u062f PyPy \u0645\u0646 \u0627\u0644\u0648\u0642\u062a. \u0645\u0634\u0631\u0648\u0639 PyPy \u0642\u064a\u062f \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u062d\u0627\u0644\u064a\u064b\u0627\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0642\u062f \u064a\u064f\u0642\u062f\u0651\u0645 \u062f\u0639\u0645\u064b\u0627 \u0623\u0641\u0636\u0644 \u0644\u0627\u0645\u062a\u062f\u0627\u062f\u0627\u062a C \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644.<\/p>\n
\u0644\u0627 \u064a\u062f\u0639\u0645 \u0639\u062f\u062f \u0645\u0646 \u0623\u0637\u0631 \u0639\u0645\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0634\u0627\u0626\u0639\u0629\u060c \u0645\u062b\u0644 Kivy\u060c PyPy. \u064a\u0633\u0645\u062d Kivy \u0644\u0640 CPython \u0628\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 Android \u0648iOS. \u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 PyPy \u0644\u0627 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u0645\u0648\u0644\u0629.<\/p>\n
\u0627\u0644\u0622\u0646 \u0628\u0639\u062f \u0623\u0646 \u0631\u0623\u064a\u0646\u0627 \u0645\u0632\u0627\u064a\u0627 \u0648\u0639\u064a\u0648\u0628 PyPy\u060c \u062f\u0639\u0646\u0627 \u0646\u0634\u0631\u062d \u0643\u064a\u0641\u064a\u0629 \u062a\u0634\u063a\u064a\u0644 PyPy \u0639\u0644\u0649 Ubuntu.<\/p>\n
\u062a\u0634\u063a\u064a\u0644 PyPy \u0639\u0644\u0649 Ubuntu<\/h2>\n
\u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 PyPy \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0645\u0627\u0643\u060c \u0644\u064a\u0646\u0643\u0633\u060c \u0648\u0648\u064a\u0646\u062f\u0648\u0632\u060c \u0648\u0644\u0643\u0646\u0646\u0627 \u0633\u0646\u0646\u0627\u0642\u0634 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u0623\u0648\u0628\u0648\u0646\u062a\u0648. \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0644\u0627\u062d\u0638\u0629 \u0623\u0646 \u062b\u0646\u0627\u0626\u064a\u0627\u062a PyPy Linux \u0645\u062f\u0639\u0648\u0645\u0629 \u0641\u0642\u0637 \u0639\u0644\u0649 \u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0644\u064a\u0646\u0643\u0633 \u0645\u062d\u062f\u062f\u0629. \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u062b\u0646\u0627\u0626\u064a\u0627\u062a PyPy \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0635\u0641\u062d\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c PyPy (\u0623\u0648 \u0628\u0627\u064a\u062b\u0648\u0646 2.7 \u0623\u0648 \u0628\u0627\u064a\u062b\u0648\u0646 3.6) \u0645\u062f\u0639\u0648\u0645 \u0641\u0642\u0637 \u0644\u062b\u0644\u0627\u062b\u0629 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u0646 \u0623\u0648\u0628\u0648\u0646\u062a\u0648: 18.04\u060c 16.04\u060c \u064814.04. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0623\u062d\u062f\u062b \u0625\u0635\u062f\u0627\u0631 \u0645\u0646 \u0623\u0648\u0628\u0648\u0646\u062a\u0648 \u062d\u062a\u0649 \u0647\u0630\u0627 \u0627\u0644\u062a\u0627\u0631\u064a\u062e (19.10)\u060c \u0641\u0644\u0646 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0634\u063a\u064a\u0644 PyPy \u0639\u0644\u064a\u0647. \u0633\u064a\u0624\u062f\u064a \u062a\u0634\u063a\u064a\u0644 PyPy \u0639\u0644\u0649 \u062a\u0648\u0632\u064a\u0639\u0629 \u063a\u064a\u0631 \u0645\u062f\u0639\u0648\u0645\u0629 \u0625\u0644\u0649 \u0638\u0647\u0648\u0631 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n
\u062a\u0623\u062a\u064a \u0645\u0644\u0641\u0627\u062a PyPy \u0627\u0644\u062b\u0646\u0627\u0626\u064a\u0629 \u0643\u0645\u0644\u0641\u0627\u062a \u0645\u0636\u063a\u0648\u0637\u0629. \u0643\u0644 \u0645\u0627 \u0639\u0644\u064a\u0643 \u0641\u0639\u0644\u0647 \u0647\u0648 \u0641\u0643 \u0636\u063a\u0637 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0630\u064a \u0646\u0632\u0651\u0644\u062a\u0647. \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u062c\u0644\u062f \u063a\u064a\u0631 \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u060c \u064a\u0648\u062c\u062f \u0645\u062c\u0644\u062f \u0628\u0627\u0633\u0645 bin\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u0644\u0641 PyPy \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a. \u0623\u0633\u062a\u062e\u062f\u0645 Python 3.6\u060c \u0644\u0630\u0627 \u064a\u064f\u0633\u0645\u0649 \u0627\u0644\u0645\u0644\u0641 pypy3. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 Python 2.7\u060c \u0641\u064a\u064f\u0633\u0645\u0649 pypy \u0641\u0642\u0637.<\/p>\n
\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 CPython\u060c \u0644\u062a\u0634\u063a\u064a\u0644 Python 3 \u0645\u0646 \u0627\u0644\u0637\u0631\u0641\u064a\u0629\u060c \u0623\u062f\u062e\u0644 \u0627\u0644\u0623\u0645\u0631 python3. \u0644\u062a\u0634\u063a\u064a\u0644 PyPy\u060c \u0623\u062f\u062e\u0644 \u0627\u0644\u0623\u0645\u0631 pypy3.<\/p>\n
\u0643\u0645\u0627 \u0647\u0648 \u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u062f\u062e\u0627\u0644 \u0623\u0645\u0631 pypy3 \u0641\u064a \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0625\u0644\u0649 \u0638\u0647\u0648\u0631 \u0631\u0633\u0627\u0644\u0629 "pypy3" \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f. \u0647\u0630\u0627 \u0644\u0623\u0646 \u0645\u0633\u0627\u0631 PyPy \u0644\u0645 \u064a\u064f\u0636\u0627\u0641 \u0625\u0644\u0649 \u0645\u062a\u063a\u064a\u0631 \u0628\u064a\u0626\u0629 PATH. \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0647\u0648 .\/pypy3\u060c \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u062d\u0627\u0644\u064a \u0641\u064a \u0627\u0644\u0637\u0631\u0641\u064a\u0629 \u0645\u0648\u062c\u0648\u062f \u062f\u0627\u062e\u0644 \u0645\u062c\u0644\u062f PyPy bin. \u062a\u0634\u064a\u0631 \u0627\u0644\u0646\u0642\u0637\u0629 . \u0625\u0644\u0649 \u0627\u0644\u0645\u062c\u0644\u062f \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0648\u064a\u064f\u0636\u0627\u0641 \/ \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0634\u064a\u0621 \u0645\u0627 \u0641\u064a\u0647. \u064a\u0624\u062f\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0623\u0645\u0631 .\/pypy3 \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0646\u062c\u0627\u062d.<\/p>\n
<\/p>\n
\u0627\u0644\u0622\u0646 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0628\u0627\u064a\u062b\u0648\u0646 \u0643\u0627\u0644\u0645\u0639\u062a\u0627\u062f\u060c \u0645\u0633\u062a\u0641\u064a\u062f\u064b\u0627 \u0645\u0646 PyPy. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0646\u0635 \u0628\u0631\u0645\u062c\u064a \u0628\u0633\u064a\u0637 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u064a\u062c\u0645\u0639 1000 \u0631\u0642\u0645\u060c \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 PyPy. \u0627\u0644\u0643\u0648\u062f \u0643\u0627\u0644\u062a\u0627\u0644\u064a:.<\/p>\n
\nnums = range(1000)\r\nsum = 0\r\nfor k in nums:\r\nsum = sum + k\r\nprint(\"Sum of 1,000 numbers is : \", sum)<\/code><\/pre>\n<\/div>\n\u0625\u0630\u0627 \u062a\u0645 \u062a\u0633\u0645\u064a\u0629 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a \u0628\u0627\u0633\u0645 test.py\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644\u0647 \u0628\u0628\u0633\u0627\u0637\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062a\u0627\u0644\u064a (\u0639\u0644\u0649 \u0627\u0641\u062a\u0631\u0627\u0636 \u0623\u0646 \u0645\u0644\u0641 Python \u0645\u0648\u062c\u0648\u062f \u062f\u0627\u062e\u0644 \u0645\u062c\u0644\u062f bin PyPy\u060c \u0648\u0647\u0648 \u0646\u0641\u0633 \u0645\u0648\u0642\u0639 \u0627\u0644\u0623\u0645\u0631 pypy3).<\/p>\n
\n.\/pypy3 test.py\r\n<\/code><\/pre>\n<\/div>\n\u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u064a\u0648\u0636\u062d \u0646\u062a\u064a\u062c\u0629 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0633\u0627\u0628\u0642.<\/p>\n
\u0648\u0642\u062a \u062a\u0634\u063a\u064a\u0644 PyPy \u0645\u0642\u0627\u0628\u0644 CPython<\/h2>\n
\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0648\u0642\u062a \u062a\u0646\u0641\u064a\u0630 PyPy \u0648 CPython \u0644\u0645\u062c\u0645\u0648\u0639 1000 \u0631\u0642\u0645\u060c \u064a\u062a\u063a\u064a\u0631 \u0643\u0648\u062f \u0642\u064a\u0627\u0633 \u0627\u0644\u0648\u0642\u062a \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u062a\u0627\u0644\u064a.<\/p>\n
\nimport time\r\nt1 = time.time()\r\nnums = range(1000)\r\nsum = 0\r\nfor k in nums:\r\nsum = sum + k\r\nprint(\"Sum of 1,000 numbers is : \", sum)\r\nt2 = time.time()\r\nt = t2 - t1\r\nprint(\"Elapsed time is : \", t, \" seconds\")<\/code><\/pre>\n<\/div>\n\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 PyPy\u060c \u064a\u0628\u0644\u063a \u0627\u0644\u0648\u0642\u062a \u062d\u0648\u0627\u0644\u064a 0.00045 \u062b\u0627\u0646\u064a\u0629\u060c \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 0.0002 \u062b\u0627\u0646\u064a\u0629 \u0644\u0640 CPython (\u0634\u063a\u0651\u0644\u062a\u064f \u0627\u0644\u0643\u0648\u062f \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u064a Core i7-6500U \u0628\u062a\u0631\u062f\u062f 2.5 \u062c\u064a\u062c\u0627\u0647\u0631\u062a\u0632). \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u064a\u0633\u062a\u063a\u0631\u0642 CPython \u0648\u0642\u062a\u064b\u0627 \u0623\u0642\u0644 \u0645\u0646 PyPy\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0645\u062a\u0648\u0642\u0639 \u0646\u0638\u0631\u064b\u0627 \u0644\u0639\u062f\u0645 \u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0645\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f. \u0625\u0630\u0627 \u0623\u0636\u0627\u0641 \u0627\u0644\u0643\u0648\u062f \u0645\u0644\u064a\u0648\u0646 \u0631\u0642\u0645 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 1000\u060c \u0641\u0633\u064a\u0641\u0648\u0632 PyPy \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629. \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u0633\u064a\u0633\u062a\u063a\u0631\u0642 \u0627\u0644\u0623\u0645\u0631 0.00035 \u062b\u0627\u0646\u064a\u0629 \u0644\u0640 PyPy \u06480.1 \u062b\u0627\u0646\u064a\u0629 \u0644\u0640 CPython. \u0623\u0635\u0628\u062d\u062a \u0645\u064a\u0632\u0629 PyPy \u0648\u0627\u0636\u062d\u0629 \u0627\u0644\u0622\u0646. \u0647\u0630\u0627 \u064a\u064f\u0639\u0637\u064a\u0643 \u0641\u0643\u0631\u0629 \u0639\u0646 \u0645\u062f\u0649 \u0628\u0637\u0621 CPython \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f.<\/p>\n
\u0646\u062a\u064a\u062c\u0629<\/h2>\n
\u064a\u064f\u0642\u062f\u0651\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a PyPy\u060c \u0623\u0633\u0631\u0639 \u062a\u0637\u0628\u064a\u0642 \u0644\u0628\u0627\u064a\u062b\u0648\u0646. \u0645\u064a\u0632\u062a\u0647 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u064a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0641\u0648\u0631\u064a (JIT)\u060c \u0627\u0644\u0630\u064a \u064a\u064f\u062e\u0632\u0651\u0646 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u064f\u062c\u0645\u0651\u0639 \u0645\u0624\u0642\u062a\u064b\u0627 \u0644\u0645\u0646\u0639 \u0625\u0639\u0627\u062f\u0629 \u062a\u0646\u0641\u064a\u0630\u0647. \u0643\u0645\u0627 \u064a\u064f\u0633\u0644\u0651\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0628\u0639\u0636 \u0639\u064a\u0648\u0628 PyPy\u060c \u0648\u0623\u0647\u0645\u0647\u0627 \u0623\u0646\u0647 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0645\u0639 \u0643\u0648\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u062e\u0627\u0644\u0635\u060c \u0648\u0644\u0643\u0646\u0647 \u0644\u064a\u0633 \u0641\u0639\u0627\u0644\u064b\u0627 \u0645\u0639 \u0625\u0636\u0627\u0641\u0627\u062a C.<\/p>\n
\u0631\u0623\u064a\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 PyPy \u0639\u0644\u0649 \u0623\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u0648\u0642\u0627\u0631\u0646\u0627 \u0623\u0648\u0642\u0627\u062a \u062a\u0646\u0641\u064a\u0630 \u0643\u0644\u064d\u0651 \u0645\u0646 CPython \u0648PyPy\u060c \u0645\u0633\u0644\u0637\u064a\u0646 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 PyPy \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u0645\u062f. \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u0644\u0627 \u064a\u0632\u0627\u0644 CPython \u064a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 PyPy \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0623\u0645\u062f. \u0633\u0646\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0628\u064a\u0646 PyPy \u0648CPython \u0648Cython \u0641\u064a \u0645\u0642\u0627\u0644\u0627\u062a \u0644\u0627\u062d\u0642\u0629.<\/p>","protected":false},"excerpt":{"rendered":"\u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u064a\u0645\u0643\u0646 \u062a\u0646\u0641\u064a\u0630\u0647\u0627 \u0628\u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629.","protected":false},"author":1,"featured_media":16212,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0628\u0627 PyPy","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"","_yoast_wpseo_primary_category":"193","footnotes":""},"categories":[193,363],"tags":[435,376],"class_list":{"0":"post-16211","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tutorials","8":"category-programming","9":"tag-programming","10":"tag-python"},"yoast_head":"\n
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