\u0645\u0631\u0648\u0631\u06cc \u0633\u0631\u06cc\u0639 \u0628\u0631 CPython<\/h2>\n
\u0642\u0628\u0644 \u0627\u0632 \u0628\u062d\u062b \u062f\u0631 \u0645\u0648\u0631\u062f PyPy\u060c \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0628\u062f\u0627\u0646\u06cc\u062f CPython \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0632\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CPython \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/10\/10195645\/1.png\")
\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 .py\u060c \u06a9\u062f \u0645\u0646\u0628\u0639 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 CPython \u0628\u0647 \u06a9\u062f \u0628\u0627\u06cc\u062a \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0627\u06cc\u062a \u06a9\u062f \u062a\u0648\u0644\u06cc\u062f \u0648 \u062f\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0628\u0627 \u067e\u0633\u0648\u0646\u062f pyc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0633\u067e\u0633 \u0628\u0627\u06cc\u062a \u06a9\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0641\u0633\u0631 CPython \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n
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\u067e\u0633 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0628\u0627\u06cc\u062a \u06a9\u062f\u060c \u062a\u0648\u0633\u0637 \u0645\u0641\u0633\u0631 \u062f\u0631 \u062d\u0627\u0644 \u0627\u062c\u0631\u0627 \u062f\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0645\u062c\u0627\u0632\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f. \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0633\u0648\u062f\u0645\u0646\u062f \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0628\u0627\u06cc\u062a \u06a9\u062f CPython \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a\u06af\u0627\u0647 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u067e\u0644\u062a\u0641\u0631\u0645 \u0645\u062a\u0642\u0627\u0628\u0644 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n
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\u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0634\u06a9\u0627\u0644\u0627\u062a CPython\u060c \u0627\u06a9\u0646\u0648\u0646 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 PyPy \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645.<\/p>\n
\u0645\u0642\u062f\u0645\u0647 \u0627\u06cc \u0628\u0631 PyPy \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0622\u0646<\/h2>\n
PyPy \u06cc\u06a9 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc Python \u0634\u0628\u06cc\u0647 \u0628\u0647 CPython \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645 \u0633\u0627\u0632\u06af\u0627\u0631 \u0648 \u0647\u0645 \u0633\u0631\u06cc\u0639 \u0627\u0633\u062a. “Compliant” \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 PyPy \u0628\u0627 CPython \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0627\u0632 \u062a\u0645\u0627\u0645 \u062f\u0633\u062a\u0648\u0631\u0627\u062a CPython \u062f\u0631 PyPy \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0630\u06a9\u0631 \u0634\u062f\u060c \u0628\u0631\u062e\u06cc \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0645\u0632\u06cc\u062a PyPy \u0633\u0631\u0639\u062a \u0622\u0646 \u0627\u0633\u062a. PyPy \u0628\u0633\u06cc\u0627\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 CPython \u0627\u0633\u062a. \u0645\u0627 \u0628\u0639\u062f\u0627\u064b \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 PyPy \u062d\u062f\u0648\u062f 7 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u062d\u062a\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0647 \u0647\u0627 \u06cc\u0627 \u0635\u062f\u0647\u0627 \u0628\u0627\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0627\u0632 CPython \u0628\u0627\u0634\u062f. \u067e\u0633 \u0686\u06af\u0648\u0646\u0647 PyPy \u0628\u0647 \u0633\u0631\u0639\u062a \u062e\u0648\u062f \u062f\u0633\u062a \u0645\u06cc \u06cc\u0627\u0628\u062f\u061f<\/p>\n
\u0633\u0631\u0639\u062a<\/h5>\n
PyPy \u0627\u0632 \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 \u0628\u0647 \u0645\u0648\u0642\u0639 (JIT) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0633\u0631\u0639\u062a \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0646\u0648\u0639 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 CPython \u067e\u06cc\u0634 \u0627\u0632 \u0632\u0645\u0627\u0646 (AOT) \u0627\u0633\u062a\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645 \u06a9\u062f\u0647\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0627\u062c\u0631\u0627 \u0628\u0647 \u0628\u0627\u06cc\u062a \u06a9\u062f \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. JIT \u0641\u0642\u0637 \u06a9\u062f \u0631\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c \u062a\u0646\u0647\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/p>\n
\u06a9\u062f \u0645\u0646\u0628\u0639 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062d\u0627\u0648\u06cc \u0628\u0644\u0648\u06a9\u200c\u0647\u0627\u06cc \u06a9\u062f\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0627\u0635\u0644\u0627\u064b \u0627\u062c\u0631\u0627 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0627\u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 AOT \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 \u06a9\u0646\u062f\u062a\u0631 \u0634\u062f\u0646 \u0632\u0645\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u0634\u0648\u062f. \u0648\u0642\u062a\u06cc \u06a9\u062f \u0645\u0646\u0628\u0639 \u0628\u0632\u0631\u06af \u0648 \u062d\u0627\u0648\u06cc \u0647\u0632\u0627\u0631\u0627\u0646 \u062e\u0637 \u0627\u0633\u062a\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 JIT \u062a\u0641\u0627\u0648\u062a \u0628\u0632\u0631\u06af\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc AOT\u060c \u06a9\u0644 \u06a9\u062f \u0645\u0646\u0628\u0639 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0628\u0631\u0627\u06cc JIT\u060c \u0641\u0642\u0637 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u06a9\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0633\u0631\u0639\u062a \u0622\u0646 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n
\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 PyPy \u0628\u062e\u0634\u06cc \u0627\u0632 \u06a9\u062f \u0631\u0627 \u062a\u0631\u062c\u0645\u0647 \u06a9\u0631\u062f\u060c \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u067e\u0646\u0647\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06a9\u062f \u0641\u0642\u0637 \u06cc\u06a9 \u0628\u0627\u0631 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0628\u0639\u062f\u0627\u064b \u0627\u0632 \u062a\u0631\u062c\u0645\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0645\u0641\u0633\u0631 CPython \u0647\u0631 \u0628\u0627\u0631 \u06a9\u0647 \u06a9\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u062a\u0631\u062c\u0645\u0647 \u0631\u0627 \u062a\u06a9\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u06a9\u0647 \u062f\u0644\u06cc\u0644 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0646\u062f\u06cc \u0622\u0646 \u0627\u0633\u062a.<\/p>\n
\u0628\u06cc \u0632\u062d\u0645\u062a<\/h5>\n
PyPy \u062a\u0646\u0647\u0627 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u06cc\u0633\u062a\u060c \u0627\u0645\u0627 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c Cython \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u062a\u062e\u0635\u06cc\u0635 \u0627\u0646\u0648\u0627\u0639 C \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f. \u0645\u0634\u06a9\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 Cython \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u06a9\u062f \u0645\u0646\u0628\u0639 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062e\u0633\u062a\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u062f\u060c \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0622\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0627\u0632 PyPy \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0634\u0645\u0627 \u0641\u0642\u0637 \u06a9\u062f \u0645\u0639\u0645\u0648\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u062a\u0644\u0627\u0634\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n
\u0628\u062f\u0648\u0646 \u067e\u0634\u062a\u0647<\/h5>\n
\u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0632 \u067e\u0634\u062a\u0647 C \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u067e\u0634\u062a\u0647 \u062a\u0648\u0627\u0644\u06cc \u062a\u0648\u0627\u0628\u0639\u06cc \u06a9\u0647 \u0627\u0632 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f (\u0628\u0627\u0632\u06af\u0634\u062a). \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u067e\u0634\u062a\u0647 \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a\u060c \u0634\u0645\u0627 \u062f\u0631 \u062a\u0639\u062f\u0627\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u062a\u0627\u0628\u0639 \u0645\u062d\u062f\u0648\u062f \u0647\u0633\u062a\u06cc\u062f.<\/p>\n
PyPy \u0627\u0632 Stackless Python \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc Python \u06a9\u0647 \u0627\u0632 \u067e\u0634\u062a\u0647 C \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0639\u0648\u0636\u060c \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0647\u0627\u06cc \u062a\u0627\u0628\u0639 \u0631\u0627 \u062f\u0631 \u067e\u0634\u062a\u0647 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0627\u0634\u06cc\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u0646\u062f\u0627\u0632\u0647 \u067e\u0634\u062a\u0647 \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0632 \u0627\u0646\u062f\u0627\u0632\u0647 \u067e\u0634\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.<\/p>\n
\u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u062f\u0648\u0646 \u067e\u0634\u062a\u0647 \u0627\u0632 \u0631\u06cc\u0632 \u0631\u0634\u062a\u0647 \u0647\u0627 \u0646\u06cc\u0632 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647\u062a\u0631 \u0627\u0632 \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0639\u0645\u0648\u0644\u06cc \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u062f\u0648\u0646 \u067e\u0634\u062a\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0647\u0632\u0627\u0631\u0627\u0646 \u06a9\u0627\u0631 \u0628\u0647 \u0646\u0627\u0645 \u00ab\u062a\u0633\u06a9\u0644\u062a\u00bb \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0647\u0645\u0647 \u0622\u0646\u200c\u0647\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n
\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 tasklet \u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0647\u0645\u0632\u0645\u0627\u0646 \u0648\u0638\u0627\u06cc\u0641 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0645\u0632\u0645\u0627\u0646\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0648 \u06a9\u0627\u0631 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u06af\u0630\u0627\u0634\u062a\u0646 \u0645\u0646\u0627\u0628\u0639 \u06cc\u06a9\u0633\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u06cc\u06a9 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0645\u062f\u062a\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u0633\u067e\u0633 \u0645\u062a\u0648\u0642\u0641 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0641\u0636\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u06cc\u0641\u0647 \u062f\u0648\u0645 \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f. \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0628\u0627 \u0645\u0648\u0627\u0632\u06cc \u0633\u0627\u0632\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a\u060c \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0627\u062c\u0631\u0627\u06cc \u062f\u0648 \u06a9\u0627\u0631 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0627\u0645\u0627 \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0633\u062a.<\/p>\n
\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Tasklet \u0647\u0627 \u062a\u0639\u062f\u0627\u062f \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0633\u0631\u0628\u0627\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0645\u0647 \u0627\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0647\u0627 \u062a\u0648\u0633\u0637 \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u0627\u062c\u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062c\u0627\u0628\u062c\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u062f\u0648 \u0631\u0634\u062a\u0647\u060c \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u062c\u0627\u0628\u062c\u0627\u06cc\u06cc \u0628\u06cc\u0646 \u062f\u0648 \u0648\u0638\u06cc\u0641\u0647 \u062f\u0627\u0631\u062f.<\/p>\n
\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Stackless Python \u0646\u06cc\u0632 \u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u062f\u0627\u0645\u0647 \u0628\u0627\u0632 \u06a9\u0631\u062f. Continuations \u0628\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0648\u0636\u0639\u06cc\u062a \u06cc\u06a9 \u06a9\u0627\u0631 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0639\u062f\u0627\u064b \u0628\u0631\u0627\u06cc \u0627\u062f\u0627\u0645\u0647 \u06a9\u0627\u0631 \u0622\u0646 \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645. \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 Stackless \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u062a\u0641\u0627\u0648\u062a\u06cc \u0646\u062f\u0627\u0631\u062f. \u0641\u0642\u0637 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0631 \u0622\u0646\u0686\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 Stackless \u0646\u06cc\u0632 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.<\/p>\n
\u067e\u0633 \u0627\u0632 \u0628\u062d\u062b \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0632\u0627\u06cc\u0627\u06cc PyPy\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0622\u0646 \u062f\u0631 \u0628\u062e\u0634 \u0628\u0639\u062f\u06cc \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u0645.<\/p>\n
\u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc PyPy<\/h2>\n
\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 CPython \u062f\u0631 \u0647\u0631 \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0647\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc CPU \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c PyPy \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0633\u0628\u062a\u0627\u064b \u0645\u062d\u062f\u0648\u062f\u06cc \u062f\u0627\u0631\u062f.<\/p>\n
\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc CPU \u06a9\u0647 \u062a\u0648\u0633\u0637 PyPy \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f (\u0645\u0646\u0628\u0639):<\/p>\n
- \n
- x86 (IA-32) \u0648 x86_64<\/li>\n
- \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627\u06cc ARM (ARMv6 \u06cc\u0627 ARMv7\u060c \u0628\u0627 VFPv3)<\/li>\n
- AArch64<\/li>\n
- PowerPC 64bit\u060c \u0647\u0631 \u062f\u0648 \u06a9\u0648\u0686\u06a9 \u0648 \u0628\u0632\u0631\u06af endian<\/li>\n
- System Z (s390x)<\/li>\n<\/ul>\n
PyPy \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0631\u0648\u06cc \u0647\u0645\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633 \u06a9\u0627\u0631 \u06a9\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0645\u0631\u0627\u0642\u0628 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u062c\u0631\u0627\u06cc \u0628\u0627\u06cc\u0646\u0631\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633 PyPy \u0631\u0648\u06cc \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\u200c\u0646\u0634\u062f\u0647\u060c \u06cc\u06a9 \u062e\u0637\u0627 \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f. PyPy \u0641\u0642\u0637 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u0627\u0632 Python 2 \u0648 Python 3 \u0631\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 PyPy 2.7 \u0648 PyPy 3.6 \u0647\u0633\u062a\u0646\u062f.<\/p>\n
\u0627\u06af\u0631 \u06a9\u062f\u06cc \u06a9\u0647 \u062f\u0631 PyPy \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0627\u0644\u0635 \u0628\u0627\u0634\u062f\u060c \u0633\u0631\u0639\u062a \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 PyPy \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a. \u0627\u0645\u0627 \u0627\u06af\u0631 \u06a9\u062f \u0634\u0627\u0645\u0644 \u067e\u0633\u0648\u0646\u062f\u0647\u0627\u06cc C \u0645\u0627\u0646\u0646\u062f NumPy \u0628\u0627\u0634\u062f\u060c PyPy \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0648\u0627\u0642\u0639 \u0632\u0645\u0627\u0646 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f. \u067e\u0631\u0648\u0698\u0647 PyPy \u0628\u0647 \u0637\u0648\u0631 \u0641\u0639\u0627\u0644 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0647\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646\u06cc C \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n
PyPy \u062a\u0648\u0633\u0637 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u0641\u0631\u06cc\u0645\u0648\u0631\u06a9 \u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0627\u0646\u0646\u062f Kivy \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0646\u0645\u06cc \u0634\u0648\u062f. Kivy \u0628\u0647 CPython \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0645\u0627\u0645\u06cc \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627 \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0646\u062f\u0631\u0648\u06cc\u062f \u0648 iOS \u0627\u062c\u0631\u0627 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 PyPy \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0627\u062c\u0631\u0627 \u0634\u0648\u062f.<\/p>\n
\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc PyPy \u0631\u0627 \u062f\u06cc\u062f\u06cc\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc PyPy \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u062f\u0647\u06cc\u0645.<\/p>\n
\u0627\u062c\u0631\u0627\u06cc PyPy \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648<\/h2>\n
\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PyPy \u0631\u0627 \u062f\u0631 \u0645\u06a9\u060c \u0644\u06cc\u0646\u0648\u06a9\u0633 \u06cc\u0627 \u0648\u06cc\u0646\u062f\u0648\u0632 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0627\u0645\u0627 \u0645\u0627 \u0642\u0635\u062f \u062f\u0627\u0631\u06cc\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u062c\u0631\u0627\u06cc \u0622\u0646 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0628\u062d\u062b \u06a9\u0646\u06cc\u0645. \u0630\u06a9\u0631 \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633 PyPy \u0641\u0642\u0637 \u062f\u0631 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633 \u062e\u0627\u0635 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f. \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc PyPy \u0645\u0648\u062c\u0648\u062f \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0634\u062f\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0635\u0641\u062d\u0647 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c PyPy (\u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 2.7 \u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 3.6) \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0633\u0647 \u0646\u0633\u062e\u0647 \u0627\u0632 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u062f: 18.04\u060c 16.04 \u0648 14.04. \u0627\u06af\u0631 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u062a\u0627 \u0627\u06cc\u0646 \u062a\u0627\u0631\u06cc\u062e (19.10) \u062f\u0627\u0631\u06cc\u062f\u060c \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f PyPy \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc PyPy \u0631\u0648\u06cc \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\u200c\u0646\u0634\u062f\u0647\u060c \u0627\u06cc\u0646 \u062e\u0637\u0627 \u0631\u0627 \u0628\u0631\u0645\u06cc\u200c\u06af\u0631\u062f\u0627\u0646\u062f:<\/p>\n
\u0628\u0627\u06cc\u0646\u0631\u06cc \u0647\u0627\u06cc PyPy \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0641\u0634\u0631\u062f\u0647 \u0645\u06cc \u0622\u06cc\u0646\u062f. \u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0641\u0627\u06cc\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f \u0627\u0632 \u062d\u0627\u0644\u062a \u0641\u0634\u0631\u062f\u0647 \u062e\u0627\u0631\u062c \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u062f\u0627\u062e\u0644 \u067e\u0648\u0634\u0647 \u063a\u06cc\u0631\u0641\u0634\u0631\u062f\u0647 \u067e\u0648\u0634\u0647 \u0627\u06cc \u0628\u0647 \u0646\u0627\u0645 bin \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0641\u0627\u06cc\u0644 \u0627\u062c\u0631\u0627\u06cc\u06cc PyPy \u062f\u0631 \u0622\u0646 \u06cc\u0627\u0641\u062a \u0645\u06cc \u0634\u0648\u062f. \u0645\u0646 \u0627\u0632 Python 3.6 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 pypy3 \u0646\u0627\u0645 \u062f\u0627\u0631\u062f. \u0628\u0631\u0627\u06cc Python 2.7\u060c \u0641\u0642\u0637 pypy \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n
\u0628\u0631\u0627\u06cc CPython\u060c \u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 3 \u0631\u0627 \u0627\u0632 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u062f\u0633\u062a\u0648\u0631 python3 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc PyPy \u06a9\u0627\u0641\u06cc\u0633\u062a \u062f\u0633\u062a\u0648\u0631 pypy3 \u0631\u0627 \u0635\u0627\u062f\u0631 \u06a9\u0646\u06cc\u062f.<\/p>\n
\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0634\u06a9\u0644 \u0628\u0639\u062f\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0628\u0627 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u0633\u062a\u0648\u0631 pypy3 \u062f\u0631 \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u067e\u06cc\u0627\u0645 \u0641\u0631\u0645\u0627\u0646 ‘pypy3’ not found \u0631\u0627 \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f. \u062f\u0644\u06cc\u0644 \u0622\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0633\u06cc\u0631 PyPy \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631 \u0645\u062d\u06cc\u0637\u06cc PATH \u0627\u0636\u0627\u0641\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0633\u062a\u0648\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u0648\u0627\u0642\u0639 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f .\/pypy3 \u0627\u0633\u062a\u060c \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u0633\u06cc\u0631 \u0641\u0639\u0644\u06cc \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u062f\u0631 \u062f\u0627\u062e\u0644 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc bin PyPy \u0627\u0633\u062a. \u0646\u0642\u0637\u0647 . \u0628\u0647 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0641\u0639\u0644\u06cc \u0627\u0634\u0627\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f \u0648 \/ \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0686\u06cc\u0632\u06cc \u062f\u0631 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0641\u0639\u0644\u06cc \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0628\u0627 \u0635\u062f\u0648\u0631 \u062f\u0633\u062a\u0648\u0631 .\/pypy3 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n
<\/p>\n
\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc PyPy \u0637\u0628\u0642 \u0645\u0639\u0645\u0648\u0644 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0633\u0627\u062f\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 1000 \u0639\u062f\u062f \u0631\u0627 \u062c\u0645\u0639 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PyPy \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u0645. \u06a9\u062f \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a.<\/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\u0627\u06af\u0631 \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a test.py \u0646\u0627\u0645 \u062f\u0627\u0631\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f (\u0628\u0627 \u0641\u0631\u0636 \u0627\u06cc\u0646\u06a9\u0647 \u0641\u0627\u06cc\u0644 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u062f\u0627\u062e\u0644 \u067e\u0648\u0634\u0647 bin PyPy \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0647\u0645\u0627\u0646 \u0645\u062d\u0644 \u062f\u0633\u062a\u0648\u0631 pypy3 \u0627\u0633\u062a).<\/p>\n
\n.\/pypy3 test.py\r\n<\/code><\/pre>\n<\/div>\n\u0634\u06a9\u0644 \u0628\u0639\u062f\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0642\u0628\u0644\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n
\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc PyPy \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 CPython<\/h2>\n
\u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc PyPy \u0648 CPython \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 1000 \u0639\u062f\u062f\u060c \u06a9\u062f \u0628\u0631\u0627\u06cc \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0632\u0645\u0627\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/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\u0631\u0627\u06cc PyPy \u0632\u0645\u0627\u0646 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 0.00045 \u062b\u0627\u0646\u06cc\u0647 \u0627\u0633\u062a\u060c \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 0.0002 \u062b\u0627\u0646\u06cc\u0647 \u0628\u0631\u0627\u06cc CPython (\u0645\u0646 \u06a9\u062f \u0631\u0627 \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 Core i7-6500U \u062e\u0648\u062f \u0628\u0627 \u0641\u0631\u06a9\u0627\u0646\u0633 2.5 \u06af\u06cc\u06af\u0627\u0647\u0631\u062a\u0632 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u0645). \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f CPython \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 PyPy \u0632\u0645\u0627\u0646 \u06a9\u0645\u062a\u0631\u06cc \u0645\u06cc \u0628\u0631\u062f\u060c \u06a9\u0647 \u0642\u0627\u0628\u0644 \u0627\u0646\u062a\u0638\u0627\u0631 \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0648\u0627\u0642\u0639\u0627\u064b \u06cc\u06a9 \u06a9\u0627\u0631 \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u0646\u06cc\u0633\u062a. \u0627\u06af\u0631 \u06a9\u062f \u0628\u0647 \u062c\u0627\u06cc 1000\u060c 1 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0639\u062f\u062f \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u062f\u060c \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a PyPy \u0628\u0631\u0646\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0628\u0631\u0627\u06cc Pypy 0.00035 \u062b\u0627\u0646\u06cc\u0647 \u0648 \u0628\u0631\u0627\u06cc CPython 0.1 \u062b\u0627\u0646\u06cc\u0647 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f. \u0645\u0632\u06cc\u062a PyPy \u0627\u06a9\u0646\u0648\u0646 \u0622\u0634\u06a9\u0627\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u062f\u0647 \u062f\u0647\u062f \u06a9\u0647 CPython \u0686\u0642\u062f\u0631 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u06a9\u0646\u062f\u062a\u0631 \u0627\u0633\u062a.<\/p>\n
\u0646\u062a\u06cc\u062c\u0647<\/h2>\n
\u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 PyPy\u060c \u0633\u0631\u06cc\u0639\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0632\u06cc\u062a \u0627\u0635\u0644\u06cc PyPy \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0622\u0646 \u0628\u0647\u200c\u0645\u0648\u0642\u0639 (JIT) \u0627\u0633\u062a \u06a9\u0647 \u06a9\u062f \u0645\u0627\u0634\u06cc\u0646 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc \u0645\u062c\u062f\u062f \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc PyPy \u0646\u06cc\u0632 \u0628\u0631\u062c\u0633\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0622\u0646\u0647\u0627 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0627\u0644\u0635 \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u067e\u0633\u0648\u0646\u062f\u0647\u0627\u06cc C \u06a9\u0627\u0631\u0622\u0645\u062f \u0646\u06cc\u0633\u062a.<\/p>\n
\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc PyPy \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0631\u0627 \u062f\u06cc\u062f\u06cc\u0645 \u0648 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 CPython \u0648 PyPy \u0631\u0627 \u0628\u0627 \u0647\u0645 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc PyPy \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u062f\u062a \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u062f\u0631 \u0647\u0645\u06cc\u0646 \u062d\u0627\u0644\u060c CPython \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0645\u0686\u0646\u0627\u0646 PyPy \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647 \u0645\u062f\u062a \u0634\u06a9\u0633\u062a \u062f\u0647\u062f. \u062f\u0631 \u0645\u0642\u0627\u0644\u0627\u062a \u0622\u06cc\u0646\u062f\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u06cc\u0646 PyPy\u060c CPython \u0648 Cython \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"\u0645\u0642\u062f\u0645\u0647 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0634\u0648\u062f.…\n","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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