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href=\"https:\/\/sarmayex.com\/college\/learn\/building-a-cryptocurrency-signal-robot-using-an-exchange-api\/#%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_API_%D8%A8%D8%A7_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A2%D9%86%DA%86%DB%8C%D9%86_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\" >\u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc API \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0686\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/sarmayex.com\/college\/learn\/building-a-cryptocurrency-signal-robot-using-an-exchange-api\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87%E2%80%8C%DA%AF%DB%8C%D8%B1%DB%8C\" >\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<p><span style=\"font-weight: 400;\">\u0628\u0627\u0632\u0627\u0631 \u0631\u0645\u0632\u0627\u0631\u0632 \u0628\u0627 \u0646\u0648\u0633\u0627\u0646\u0627\u062a \u0645\u062f\u0627\u0648\u0645 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062a\u06a9\u0631\u0627\u0631\u060c \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0648\u062b\u0631\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u060c 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\u0645\u0631\u0627\u062d\u0644 \u06a9\u0627\u0645\u0644 \u0633\u0627\u062e\u062a \u0631\u0628\u0627\u062a \u0633\u06cc\u06af\u0646\u0627\u0644 \u0631\u0627 \u0627\u0632 \u0635\u0641\u0631 \u062a\u0627 \u062a\u0633\u062a \u0646\u0647\u0627\u06cc\u06cc \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D9%85%D9%81%D9%87%D9%88%D9%85_API_%D8%AF%D8%B1_%D8%B5%D8%B1%D8%A7%D9%81%DB%8C%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%B1%D9%85%D8%B2_%D8%A7%D8%B1%D8%B2\"><\/span><b>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0641\u0647\u0648\u0645 API \u062f\u0631 \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627\u06cc \u0631\u0645\u0632 \u0627\u0631\u0632<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">API \u06cc\u0627 \u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc 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\u0622\u0646 \u067e\u0631\u062f\u0627\u062e\u062a\u0647 \u0634\u0648\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AA%D9%81%D8%A7%D9%88%D8%AA_API_%D8%B9%D9%85%D9%88%D9%85%DB%8C_%D9%88_%D8%AE%D8%B5%D9%88%D8%B5%DB%8C_%D8%AF%D8%B1_%D8%B5%D8%B1%D8%A7%D9%81%DB%8C%E2%80%8C%D9%87%D8%A7\"><\/span><b>\u062a\u0641\u0627\u0648\u062a API \u0639\u0645\u0648\u0645\u06cc \u0648 \u062e\u0635\u0648\u0635\u06cc \u062f\u0631 \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">API \u0639\u0645\u0648\u0645\u06cc \u062f\u0631 \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0644\u06cc \u0628\u0627\u0632\u0627\u0631 \u0646\u0638\u06cc\u0631 \u0642\u06cc\u0645\u062a \u0627\u0631\u0632\u0647\u0627\u060c \u062d\u062c\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u0648 \u0639\u0645\u0642 \u0628\u0627\u0632\u0627\u0631 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\u0634\u062e\u0635\u06cc \u0628\u0627\u0634\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c API \u062e\u0635\u0648\u0635\u06cc \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0648 \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0627\u0633\u062a \u0648 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0648\u062c\u0648\u062f\u06cc \u062d\u0633\u0627\u0628\u060c \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0648 \u062b\u0628\u062a \u0633\u0641\u0627\u0631\u0634 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u062e\u0635\u0648\u0635\u06cc \u062d\u0633\u0627\u0633\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc 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id=\"%D9%85%D8%B1%D8%A7%D8%AD%D9%84_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%DA%A9%D9%84%DB%8C%D8%AF_API_%D8%A7%D8%B2_%D9%BE%D9%86%D9%84_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%DB%8C_%D8%B5%D8%B1%D8%A7%D9%81%DB%8C\"><\/span><b>\u0645\u0631\u0627\u062d\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0644\u06cc\u062f API \u0627\u0632 \u067e\u0646\u0644 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0635\u0631\u0627\u0641\u06cc<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10606\" src=\"https:\/\/sarmayex.com\/college\/wp-content\/uploads\/2025\/05\/api-key.webp\" alt=\"\u0645\u0631\u0627\u062d\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0644\u06cc\u062f API \u0627\u0632 \u067e\u0646\u0644 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0635\u0631\u0627\u0641\u06cc\" width=\"1241\" height=\"698\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 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\u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0632 \u0631\u0628\u0627\u062a \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627\u060c \u0628\u0631\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a \u0628\u06cc\u0634\u062a\u0631\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 IP \u062e\u0627\u0635\u06cc \u0631\u0627 \u0628\u0647 \u06a9\u0644\u06cc\u062f API \u0645\u062d\u062f\u0648\u062f \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0646\u0647\u0627 \u0627\u0632 \u0622\u0646 \u0633\u0631\u0648\u0631 \u062e\u0627\u0635 \u0628\u062a\u0648\u0627\u0646 \u0627\u0632 API \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D9%81%D8%A7%D9%87%DB%8C%D9%85_%D9%BE%D8%A7%DB%8C%D9%87%E2%80%8C%D8%A7%DB%8C_%D8%AF%D8%B1_%D8%A7%D8%B1%D8%B3%D8%A7%D9%84_%D8%AF%D8%B1%D8%AE%D9%88%D8%A7%D8%B3%D8%AA_%D8%A8%D9%87_API\"><\/span><b>\u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u062f\u0631 \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 API<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 API \u0635\u0631\u0627\u0641\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc HTTP \u0635\u0648\u0631\u062a \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0627 \u0645\u062a\u062f\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f GET \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647 \u0648 POST \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u060c URL \u0645\u0634\u062e\u0635\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0634\u062f\u0647 \u06a9\u0647 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0635\u0631\u0627\u0641\u06cc \u0622\u0648\u0631\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631\u062e\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0627\u062f \u0631\u0645\u0632\u0627\u0631\u0632\u060c \u0628\u0627\u0632\u0647 \u0632\u0645\u0627\u0646\u06cc\u060c \u06cc\u0627 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u060c \u0633\u0631\u0648\u0631 \u0635\u0631\u0627\u0641\u06cc \u0645\u0639\u0645\u0648\u0644\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u0641\u0631\u0645\u062a JSON \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0634\u0627\u0645\u0644 \u0641\u06cc\u0644\u062f\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0642\u06cc\u0645\u062a \u0641\u0639\u0644\u06cc\u060c \u062d\u062c\u0645 \u062e\u0631\u06cc\u062f \u0648 \u0641\u0631\u0648\u0634\u060c \u0632\u0645\u0627\u0646 \u062f\u0642\u06cc\u0642\u060c \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0634\u062e\u0635\u0627\u062a \u0628\u0627\u0632\u0627\u0631 \u0647\u0633\u062a\u0646\u062f. \u062a\u062d\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0633\u0644\u0637 \u06a9\u0627\u0641\u06cc \u0628\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0645\u0627\u0646\u0646\u062f Python \u06cc\u0627 JavaScript \u062f\u0627\u0631\u062f \u0648 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D9%86%D9%88%D8%A7%D8%B9_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C%DB%8C_%DA%A9%D9%87_%D8%A7%D8%B2_API_%D8%B5%D8%B1%D8%A7%D9%81%DB%8C_%D9%82%D8%A7%D8%A8%D9%84_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA_%D8%A7%D8%B3%D8%AA\"><\/span><b>\u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0632 API \u0635\u0631\u0627\u0641\u06cc \u0642\u0627\u0628\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u0633\u062a<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">API \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0634\u0627\u0645\u0644 \u0642\u06cc\u0645\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u060c \u0628\u0627\u0644\u0627\u060c \u067e\u0627\u06cc\u06cc\u0646 \u0648 \u0628\u0633\u062a\u0647 (OHLC)\u060c \u062d\u062c\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u0639\u0645\u0642 \u0628\u0627\u0632\u0627\u0631 (Order Book)\u060c \u0642\u06cc\u0645\u062a\u200c\u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc (Ticker)\u060c \u0648 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06a9\u0646\u062f\u0644\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0628\u0646\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u0627\u0644 \u0648 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u062f\u0647\u06cc \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u06cc\u0645\u062a\u06cc\u060c \u0628\u0631\u062e\u06cc API\u0647\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631\u0635\u062f\u06cc \u0642\u06cc\u0645\u062a\u060c \u0648\u0636\u0639\u06cc\u062a \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u062f\u0631 \u0628\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0648 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u0627\u062d\u0633\u0627\u0633\u0627\u062a \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u062a\u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f 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id=\"%D9%86%D8%AD%D9%88%D9%87_%D9%88%D8%A7%DA%A9%D8%B4%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%84%D8%AD%D8%B8%D9%87%E2%80%8C%D8%A7%DB%8C_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_API\"><\/span><b>\u0646\u062d\u0648\u0647 \u0648\u0627\u06a9\u0634\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 API<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-10609\" src=\"https:\/\/sarmayex.com\/college\/wp-content\/uploads\/2025\/05\/market-data.webp\" alt=\"\u0646\u062d\u0648\u0647 \u0648\u0627\u06a9\u0634\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0628\u0627\u0632\u0627\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 API\" width=\"1267\" height=\"713\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u0647 \u0628\u0627\u0632\u0627\u0631\u060c \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u0632 endpoint\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \/ticker \u06cc\u0627 \/price \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0634\u0627\u0645\u0644 \u0622\u062e\u0631\u06cc\u0646 \u0642\u06cc\u0645\u062a\u060c \u062d\u062c\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631\u0635\u062f\u06cc \u0648 \u0633\u0627\u06cc\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0627\u0633\u062a. \u0628\u0627 \u0627\u0631\u0633\u0627\u0644 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a GET \u0628\u0647 \u0627\u06cc\u0646 \u0622\u062f\u0631\u0633\u200c\u0647\u0627\u060c \u067e\u0627\u0633\u062e \u062f\u0631 \u0642\u0627\u0644\u0628 JSON \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647\u200c\u0633\u0627\u062f\u06af\u06cc \u062f\u0631 \u06a9\u062f \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u067e\u0627\u06cc\u0647\u200c \u0627\u0635\u0644\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0631\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u06af\u0646\u0627\u0644 \u0647\u0633\u062a\u0646\u062f. \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0630\u062e\u06cc\u0631\u0647 \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0627\u06cc\u062f \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u062a\u0627\u062e\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f requests \u06cc\u0627 aiohttp \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0647\u200c\u0639\u0644\u0627\u0648\u0647\u060c \u0628\u0631\u062e\u06cc \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a WebSocket \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0627\u062c\u0627\u0632\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0646\u062f\u0647 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u06a9\u0631\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%AF%D8%B1%DB%8C%D8%A7%D9%81%D8%AA%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B3%D8%A7%D8%AE%D8%AA_%D8%B3%DB%8C%DA%AF%D9%86%D8%A7%D9%84\"><\/span><b>\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u06af\u0646\u0627\u0644<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u067e\u0633 \u0627\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 API\u060c \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0634\u0648\u0646\u062f \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u0641\u06cc\u062f \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f. \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0642\u0627\u06cc\u0633\u0647 \u0642\u06cc\u0645\u062a \u0641\u0639\u0644\u06cc \u0628\u0627 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u200c\u0647\u0627\u06cc \u0645\u062a\u062d\u0631\u06a9 \u06cc\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0642\u062f\u0631\u062a \u0631\u0648\u0646\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u062e\u0648\u0628\u06cc \u0628\u0627\u0634\u062f. \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631 \u0627\u0633\u0627\u0633 \u0634\u0631\u0627\u06cc\u0637\u06cc \u0645\u062b\u0644 \u062a\u0642\u0627\u0637\u0639 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u200c\u0647\u0627\u060c \u0627\u0634\u0628\u0627\u0639 \u062e\u0631\u06cc\u062f\/\u0641\u0631\u0648\u0634 \u06cc\u0627 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627\u060c \u0647\u0634\u062f\u0627\u0631\u0647\u0627\u06cc\u06cc \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0647\u06cc\u0646\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f\u060c \u0628\u0627\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 (\u0645\u062b\u0644 DataFrame) \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0648 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0631\u0648\u06cc \u0622\u0646\u200c\u0647\u0627 \u0627\u062c\u0631\u0627 \u06af\u0631\u062f\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Pandas \u0648 NumPy \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u0648 \u062f\u0642\u062a \u0628\u0627\u0644\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0644\u0627\u0632\u0645 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0633\u06cc\u06af\u0646\u0627\u0644 \u0648 \u0637\u0631\u0627\u062d\u06cc \u0645\u0646\u0637\u0642 \u0631\u0628\u0627\u062a \u0627\u0633\u062a.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%A7%D8%AF%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%D8%B1%D9%88%D9%86%D8%AF_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AF%D8%A7%D8%AF%D9%87_API\"><\/span><b>\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647 API<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u0647\u0645 API \u062f\u0631 \u0631\u0628\u0627\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u06af\u0646\u0627\u0644\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0646\u0638\u0648\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u062a\u062d\u0631\u06a9 \u0633\u0627\u062f\u0647 (SMA)\u060c \u0646\u0645\u0627\u06cc\u06cc (EMA) \u06cc\u0627 \u0634\u0627\u062e\u0635 \u0642\u062f\u0631\u062a \u0646\u0633\u0628\u06cc (RSI) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u06cc\u0646 \u0634\u0627\u062e\u0635\u200c\u0647\u0627 \u062f\u0631 \u0628\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0635\u0639\u0648\u062f \u06cc\u0627 \u0646\u0632\u0648\u0644 \u0628\u0627\u0632\u0627\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0631\u0628\u0627\u062a \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u06cc \u0633\u06cc\u06af\u0646\u0627\u0644 \u062e\u0631\u06cc\u062f \u0635\u0627\u062f\u0631 \u06a9\u0646\u062f \u06a9\u0647 \u0642\u06cc\u0645\u062a \u0627\u0632 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0645\u062a\u062d\u0631\u06a9 \u0628\u0627\u0644\u0627\u062a\u0631 \u0631\u0648\u062f \u06cc\u0627 RSI \u0628\u0647 \u0646\u0627\u062d\u06cc\u0647 \u0627\u0634\u0628\u0627\u0639 \u0641\u0631\u0648\u0634 \u0648\u0627\u0631\u062f \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc \u062a\u063a\u0630\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u062f\u0631 \u0644\u062d\u0638\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062c\u0647\u062a \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f. \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0631\u0648\u0646\u062f\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0628\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0645\u062f\u062a\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0631\u0628\u0627\u062a \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631 \u0627\u0633\u062a.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D9%88%D8%A7%DA%AF%D8%B1%D8%A7%DB%8C%DB%8C_%D9%88_%D8%A7%D9%84%DA%AF%D9%88%D9%87%D8%A7%DB%8C_%D8%AD%D8%AC%D9%85%DB%8C_%D8%A7%D8%B2_%D8%B7%D8%B1%DB%8C%D9%82_API\"><\/span><b>\u062a\u0634\u062e\u06cc\u0635 \u0648\u0627\u06af\u0631\u0627\u06cc\u06cc \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062d\u062c\u0645\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 API<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0634\u062e\u06cc\u0635 \u0648\u0627\u06af\u0631\u0627\u06cc\u06cc \u0645\u06cc\u0627\u0646 \u062d\u0631\u06a9\u062a \u0642\u06cc\u0645\u062a \u0648 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627 \u0645\u0627\u0646\u0646\u062f RSI \u06cc\u0627 MACD\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u06af\u0634\u062a \u0631\u0648\u0646\u062f \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc API\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f \u0648 \u0648\u0627\u06af\u0631\u0627\u06cc\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0645\u0648\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0647 \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062d\u062c\u0645\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u0627\u06af\u0647\u0627\u0646\u06cc \u062d\u062c\u0645 \u062f\u0631 \u0646\u0632\u062f\u06cc\u06a9\u06cc \u0633\u0637\u0648\u062d \u062d\u0645\u0627\u06cc\u062a\u06cc \u06cc\u0627 \u0645\u0642\u0627\u0648\u0645\u062a\u06cc \u0646\u06cc\u0632 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0646\u0634\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u0628\u06cc \u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f \u06cc\u0627 \u062e\u0631\u0648\u062c \u0628\u0627\u0634\u0646\u062f. API \u0635\u0631\u0627\u0641\u06cc \u0645\u0639\u0645\u0648\u0644\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u062c\u0645 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0646\u200c\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0646\u0642\u0627\u0637 \u062d\u0633\u0627\u0633 \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u06cc\u0627\u0641\u062a. \u062a\u0631\u06a9\u06cc\u0628 \u062a\u062d\u0644\u06cc\u0644 \u0648\u0627\u06af\u0631\u0627\u06cc\u06cc \u0628\u0627 \u062d\u062c\u0645\u060c \u0628\u0627\u0639\u062b \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0642\u062a \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%A7%D9%86%D8%AF%DB%8C%DA%A9%D8%A7%D8%AA%D9%88%D8%B1%D9%87%D8%A7%DB%8C_%D8%AA%DA%A9%D9%86%DB%8C%DA%A9%D8%A7%D9%84_%D8%AF%D8%B1_%D8%B3%D8%A7%D8%AE%D8%AA_%D8%B1%D8%A8%D8%A7%D8%AA_%D8%B3%DB%8C%DA%AF%D9%86%D8%A7%D9%84\"><\/span><b>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u0627\u0644 \u062f\u0631 \u0633\u0627\u062e\u062a \u0631\u0628\u0627\u062a \u0633\u06cc\u06af\u0646\u0627\u0644<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627\u06cc \u062a\u06a9\u0646\u06cc\u06a9\u0627\u0644 \u0627\u0628\u0632\u0627\u0631\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u06af\u0646\u0627\u0644 \u062f\u0631 \u0631\u0628\u0627\u062a\u200c\u0647\u0627 \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc API\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f MACD\u060c Bollinger Bands\u060c RSI\u060c CCI \u0648 \u062f\u06cc\u06af\u0631 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u0648 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0646\u200c\u0647\u0627 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0631\u0648\u062f \u0648 \u062e\u0631\u0648\u062c \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f. \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f ta-lib \u06cc\u0627 btalib \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u062f\u0631 \u0632\u0628\u0627\u0646 Python \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u062c\u0631\u0627\u06cc \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0686\u0646\u062f \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631 \u0648 \u0628\u0631\u0631\u0633\u06cc \u0647\u0645\u200c\u067e\u0648\u0634\u0627\u0646\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0627\u0639\u062b \u06a9\u0627\u0647\u0634 \u0627\u062d\u062a\u0645\u0627\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u0627\u0634\u062a\u0628\u0627\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0647\u0645 RSI \u0627\u0634\u0628\u0627\u0639 \u062e\u0631\u06cc\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f \u0648 \u0647\u0645 \u0642\u06cc\u0645\u062a \u0628\u0647 \u0628\u0627\u0646\u062f \u0628\u0627\u0644\u0627\u06cc\u06cc \u0628\u0648\u0644\u06cc\u0646\u06af\u0631 \u0628\u0631\u0633\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0635\u0644\u0627\u062d \u0642\u06cc\u0645\u062a \u0632\u06cc\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f. \u0637\u0631\u0627\u062d\u06cc \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u062f\u0631 \u0631\u0628\u0627\u062a\u060c \u06af\u0627\u0645 \u0628\u0632\u0631\u06af\u06cc \u0628\u0647\u200c\u0633\u0648\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0634\u062f\u0646 \u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0633\u062a.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%B7%D8%B1%D8%A7%D8%AD%DB%8C_%D8%B3%D8%A7%D8%AE%D8%AA%D8%A7%D8%B1_%DA%A9%D8%AF%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%B1%D8%A8%D8%A7%D8%AA_%D8%AA%D8%AD%D9%84%DB%8C%D9%84%E2%80%8C%DA%AF%D8%B1_%D8%A8%D8%A7%D8%B2%D8%A7%D8%B1\"><\/span><b>\u0637\u0631\u0627\u062d\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u0631\u0628\u0627\u062a \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631 \u0628\u0627\u0632\u0627\u0631<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0637\u0631\u0627\u062d\u06cc \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u0627\u0698\u0648\u0644\u0627\u0631 \u0628\u0631\u0627\u06cc \u0631\u0628\u0627\u062a \u0628\u0627\u0639\u062b \u0627\u0641\u0632\u0627\u06cc\u0634 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u06a9\u062f \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0634\u0627\u0645\u0644 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u062f\u0647 (fetcher)\u060c \u062a\u062d\u0644\u06cc\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644 (analyzer)\u060c \u0648 \u0627\u0631\u0633\u0627\u0644 \u062e\u0631\u0648\u062c\u06cc (notifier) \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0627\u0633\u200c\u0647\u0627 \u0648 \u062a\u0648\u0627\u0628\u0639 \u0645\u062c\u0632\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0628\u062e\u0634\u060c \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u06a9\u062f \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062f\u0631 \u0637\u0631\u0627\u062d\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc\u060c \u0628\u0627\u06cc\u062f \u0627\u0645\u06a9\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0633\u0631\u06cc\u0639 \u0627\u0646\u062f\u06cc\u06a9\u0627\u062a\u0648\u0631\u0647\u0627\u060c \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0648 \u0634\u0631\u0627\u06cc\u0637 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\u0628\u06af\u06cc\u0631\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%DA%A9%D8%A7%D8%AA_%D8%A7%D9%85%D9%86%DB%8C%D8%AA%DB%8C_%D9%85%D9%87%D9%85_%D8%AF%D8%B1_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_API_%D8%B5%D8%B1%D8%A7%D9%81%DB%8C\"><\/span><b>\u0646\u06a9\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0645\u0647\u0645 \u062f\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0635\u0631\u0627\u0641\u06cc<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc API \u06cc\u06a9\u06cc \u0627\u0632 \u062d\u0633\u0627\u0633\u200c\u062a\u0631\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631 \u0631\u0628\u0627\u062a \u0647\u0633\u062a\u0646\u062f \u0648 \u0646\u0628\u0627\u06cc\u062f \u062f\u0631 \u06a9\u062f \u0627\u0635\u0644\u06cc \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0635\u0631\u06cc\u062d \u0646\u0648\u0634\u062a\u0647 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\u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u062d\u062a\u0645\u0627\u064b \u0633\u0637\u062d \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0646 \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0627\u0632 \u0635\u0631\u0627\u0641\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0633\u062a\u0646 \u06a9\u0644\u06cc\u062f \u062f\u0631 \u0645\u0648\u0627\u0642\u0639 \u062e\u0637\u0631 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u062a\u0646\u0638\u06cc\u0645 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a IP \u0648 \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u062f\u0648 \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc (2FA) \u0628\u0631\u0627\u06cc \u0627\u06a9\u0627\u0646\u062a \u0635\u0631\u0627\u0641\u06cc \u0646\u06cc\u0632 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u0631\u0639\u0627\u06cc\u062a \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0645\u0646\u06cc\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u062d\u0645\u0644\u0627\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u062f.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B3%D8%AA%D8%8C_%D8%A7%D8%B1%D8%B2%DB%8C%D8%A7%D8%A8%DB%8C_%D9%88_%D8%A8%D9%87%DB%8C%D9%86%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF_%D8%B1%D8%A8%D8%A7%D8%AA_%D8%B3%DB%8C%DA%AF%D9%86%D8%A7%D9%84\"><\/span><b>\u062a\u0633\u062a\u060c \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0628\u0627\u062a \u0633\u06cc\u06af\u0646\u0627\u0644<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0647\u06cc\u0686 \u0631\u0628\u0627\u062a\u06cc \u0628\u062f\u0648\u0646 \u062a\u0633\u062a \u06a9\u0627\u0645\u0644 \u0646\u0628\u0627\u06cc\u062f \u0648\u0627\u0631\u062f \u0645\u062d\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0634\u0648\u062f. \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u0627\u0631\u06cc\u062e\u06cc (Backtest) \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0633\u0648\u062f \u0648 \u0632\u06cc\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u062f. \u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0644\u062a \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0632\u0646\u062f\u0647 (Paper Trading) \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f \u062a\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0631\u0628\u0627\u062a \u0628\u0647\u200c\u062f\u0631\u0633\u062a\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u067e\u0633 \u0627\u0632 \u0627\u062c\u0631\u0627 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u062f\u0627\u0648\u0645 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0628\u0627\u062a \u0628\u0631\u0631\u0633\u06cc \u0634\u062f\u0647 \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f. \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0631\u062e \u0645\u0648\u0641\u0642\u06cc\u062a \u0633\u06cc\u06af\u0646\u0627\u0644\u060c \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0633\u0648\u062f \u0628\u0647 \u0632\u06cc\u0627\u0646 \u0648 \u062a\u0639\u062f\u0627\u062f 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id=\"%D8%AA%D8%B1%DA%A9%DB%8C%D8%A8_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_API_%D8%A8%D8%A7_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D8%A2%D9%86%DA%86%DB%8C%D9%86_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%BE%DB%8C%D8%B4%D8%B1%D9%81%D8%AA%D9%87\"><\/span><b>\u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc API \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0686\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc API \u0635\u0631\u0627\u0641\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc 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400;\">\u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Glassnode \u06cc\u0627 CryptoQuant \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0646\u0686\u06cc\u0646 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0642\u06cc\u0645\u062a \u0648 \u062d\u062c\u0645 \u0628\u0627\u0632\u0627\u0631\u060c \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0648 \u0647\u0648\u0634\u0645\u0646\u062f\u062a\u0631\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0641\u0642\u0637 \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 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\u0648 \u0631\u0639\u0627\u06cc\u062a \u0627\u0635\u0648\u0644 \u0627\u0645\u0646\u06cc\u062a\u06cc \u0627\u0633\u062a.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0628\u0627\u0632\u0627\u0631 \u0631\u0645\u0632\u0627\u0631\u0632 \u0628\u0627 \u0646\u0648\u0633\u0627\u0646\u0627\u062a \u0645\u062f\u0627\u0648\u0645 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062a\u06a9\u0631\u0627\u0631\u060c \u0641\u0631\u0635\u062a\u200c\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0648\u062b\u0631\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 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