{"id":35155,"date":"2025-10-29T12:40:34","date_gmt":"2025-10-29T09:40:34","guid":{"rendered":"https:\/\/www.fl.ru\/projects\/5466497\/provesti-bektest-arbitrajnoy-strategii.html"},"modified":"2025-10-29T12:40:34","modified_gmt":"2025-10-29T09:40:34","slug":"%d0%bf%d1%80%d0%be%d0%b2%d0%b5%d1%81%d1%82%d0%b8-%d0%b1%d1%8d%d0%ba%d1%82%d1%8d%d1%81%d1%82-%d0%b0%d1%80%d0%b1%d0%b8%d1%82%d1%80%d0%b0%d0%b6%d0%bd%d0%be%d0%b9-%d1%81%d1%82%d1%80%d0%b0%d1%82%d0%b5","status":"publish","type":"post","link":"https:\/\/texnolenta.ru\/job\/2025\/10\/29\/%d0%bf%d1%80%d0%be%d0%b2%d0%b5%d1%81%d1%82%d0%b8-%d0%b1%d1%8d%d0%ba%d1%82%d1%8d%d1%81%d1%82-%d0%b0%d1%80%d0%b1%d0%b8%d1%82%d1%80%d0%b0%d0%b6%d0%bd%d0%be%d0%b9-%d1%81%d1%82%d1%80%d0%b0%d1%82%d0%b5\/","title":{"rendered":"\u041f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0431\u044d\u043a\u0442\u044d\u0441\u0442 \u0410\u0440\u0431\u0438\u0442\u0440\u0430\u0436\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 (\u0411\u044e\u0434\u0436\u0435\u0442: 100000 &#8381;, \u0434\u043b\u044f \u0432\u0441\u0435\u0445)"},"content":{"rendered":"<p> \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c backtest-\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0434\u043b\u044f \u0430\u0440\u0431\u0438\u0442\u0440\u0430\u0436\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u043d\u0430 \u0441\u043f\u0440\u0435\u0434\u0430\u0445:<br \/>\n&#8212; **\u0412\u0445\u043e\u0434:** \u0441\u043f\u0440\u0435\u0434 \u0440\u0430\u0441\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0434\u043e 2-3% \u2192 \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438<br \/>\n&#8212; **\u0412\u044b\u0445\u043e\u0434:** \u0441\u043f\u0440\u0435\u0434 \u0441\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0434\u043e 0% \u2192 \u0437\u0430\u043a\u0440\u044b\u0442\u0438\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438 **\u0426\u0435\u043b\u044c:** \u041d\u0430\u0439\u0442\u0438 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0435 \u0442\u043e\u0447\u043a\u0438 \u0432\u0445\u043e\u0434\u0430\/\u0432\u044b\u0445\u043e\u0434\u0430 \u0438\u0437 \u0433\u0438\u043f\u043e\u0442\u0435\u0437 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u0434\u043b\u044f \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u0438\u0431\u044b\u043b\u0438 \u043f\u0440\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0440\u0438\u0441\u043a\u0430\u0445. &#8212; ## \ud83d\udce6 \u0414\u0430\u043d\u043d\u044b\u0435 &#8212; **\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a:** \u0411\u0430\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0442\u0438\u043a\u0430\u043c\u0438 \u043a\u0430\u0436\u0434\u044b\u0435 5 \u0441\u0435\u043a\u0443\u043d\u0434<br \/>\n&#8212; **\u041f\u0435\u0440\u0438\u043e\u0434:** 1-3 \u043d\u0435\u0434\u0435\u043b\u0438 (\u043d\u0435\u0434\u0435\u043b\u0438 \u0438\u043c\u0435\u044e\u0442 \u0440\u0430\u0437\u043d\u0443\u044e \u0432\u043e\u043b\u0430\u0442\u0438\u043b\u044c\u043d\u043e\u0441\u0442\u044c)<br \/>\n&#8212; **\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430:** timestamp, \u0446\u0435\u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 1, \u0446\u0435\u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 2 &#8212; ## \u2705 \u0427\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c   **Backtest-\u043c\u043e\u0434\u0443\u043b\u044c** &#8212; \u0420\u0430\u0441\u0447\u0435\u0442 \u0441\u043f\u0440\u0435\u0434\u0430 \u043f\u043e \u0442\u0438\u043a\u0430\u043c &#8212; \u0421\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u044f \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u044f\/\u0437\u0430\u043a\u0440\u044b\u0442\u0438\u044f \u043f\u043e\u0437\u0438\u0446\u0438\u0439 &#8212; \u0423\u0447\u0435\u0442 \u043a\u043e\u043c\u0438\u0441\u0441\u0438\u0439 \u0438 \u043f\u0440\u043e\u0441\u043a\u0430\u043b\u044c\u0437\u044b\u0432\u0430\u043d\u0438\u044f 2. **\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432** &#8212; \u041f\u043e\u0440\u043e\u0433 \u0432\u0445\u043e\u0434\u0430: 1-3% (\u0448\u0430\u0433 0.1%) &#8212; \u041f\u043e\u0440\u043e\u0433 \u0432\u044b\u0445\u043e\u0434\u0430: 0-1% (\u0448\u0430\u0433 0.1%) &#8212; \u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0433\u0438\u043f\u043e\u0442\u0435\u0437 \u043e\u0442 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 3. **\u041c\u0435\u0442\u0440\u0438\u043a\u0438** &#8212; Total Return, Sharpe Ratio, Maximum Drawdown &#8212; Win Rate, Profit Factor &#8212; \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u043e \u043d\u0435\u0434\u0435\u043b\u044f\u043c (\u043d\u0435\u0434\u0435\u043b\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f) 4. **\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b** &#8212; CSV\/Excel \u0441 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c\u0438 \u0432\u0441\u0435\u0445 \u0433\u0438\u043f\u043e\u0442\u0435\u0437 &#8212; \u0413\u0440\u0430\u0444\u0438\u043a\u0438: equity curve, drawdown &#8212; \u0420\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 &#8212; ## \ud83d\udcbb \u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 &#8212; Python 3.8+<br \/>\n&#8212; pandas, numpy<br \/>\n&#8212; \u041f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u043a \u0411\u0414 (SQLite\/MySQL)<br \/>\n&#8212; matplotlib\/plotly \u0434\u043b\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u0432 &#8212; ## \ud83d\udcca \u041a\u0440\u0438\u0442\u0435\u0440\u0438\u0438 \u043e\u0446\u0435\u043d\u043a\u0438 \u041f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u044b \u0440\u0430\u043d\u0436\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0433\u0438\u043f\u043e\u0442\u0435\u0437:<br \/>\n  **\u041c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u0438\u0431\u044b\u043b\u044c** \u043f\u0440\u0438 \u043f\u0440\u043e\u0441\u0430\u0434\u043a\u0435 &lt; \u0437\u0430\u0434\u0430\u043d\u043d\u043e\u0433\u043e \u043b\u0438\u043c\u0438\u0442\u0430<br \/>\n2. **\u041c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 Sharpe Ratio**<br \/>\n3. **\u041c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u043e\u0441\u0430\u0434\u043a\u0430** \u043f\u0440\u0438 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0434\u043e\u0445\u043e\u0434\u043d\u043e\u0441\u0442\u0438 &#8212; ## \ud83d\udcdd \u0424\u043e\u0440\u043c\u0430\u0442 \u0440\u0430\u0431\u043e\u0442\u044b **\u0412\u0445\u043e\u0434:** &#8212; \u0414\u043e\u0441\u0442\u0443\u043f \u043a \u0411\u0414 \u0441 \u0442\u0438\u043a\u0430\u043c\u0438<br \/>\n&#8212; JSON\/CSV \u0441 \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0430\u043c\u0438 \u043e\u0442 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438<br \/>\n&#8212; \u041d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 \u0434\u0435\u043f\u043e\u0437\u0438\u0442 **\u0412\u044b\u0445\u043e\u0434:**<br \/>\n&#8212; CSV \u0441 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c\u0438 backtest<br \/>\n&#8212; \u0413\u0440\u0430\u0444\u0438\u043a\u0438 (PNG\/HTML)<br \/>\n&#8212; \u0422\u043e\u043f-N \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0433\u0438\u043f\u043e\u0442\u0435\u0437  <\/p>\n","protected":false},"excerpt":{"rendered":"<p> \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c backtest-\u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0434\u043b\u044f \u0430\u0440\u0431\u0438\u0442\u0440\u0430\u0436\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u043d\u0430 \u0441\u043f\u0440\u0435\u0434\u0430\u0445:<br \/>\n&#8212; **\u0412\u0445\u043e\u0434:** \u0441\u043f\u0440\u0435\u0434 \u0440\u0430\u0441\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0434\u043e 2-3% \u2192 \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438<br \/>\n&#8212; **\u0412\u044b\u0445\u043e\u0434:** \u0441\u043f\u0440\u0435\u0434 \u0441\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0434\u043e 0% \u2192 \u0437\u0430\u043a\u0440\u044b\u0442\u0438\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438 **\u0426\u0435\u043b\u044c:** \u041d\u0430\u0439\u0442\u0438 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0435 \u0442\u043e\u0447\u043a\u0438 \u0432\u0445\u043e\u0434\u0430\/\u0432\u044b\u0445\u043e\u0434\u0430 \u0438\u0437 \u0433\u0438\u043f\u043e\u0442\u0435\u0437&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[11],"class_list":["post-35155","post","type-post","status-publish","format-standard","hentry","category-flrusoft","tag-11"],"_links":{"self":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts\/35155","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/comments?post=35155"}],"version-history":[{"count":0,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/posts\/35155\/revisions"}],"wp:attachment":[{"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/media?parent=35155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/categories?post=35155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/texnolenta.ru\/job\/wp-json\/wp\/v2\/tags?post=35155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}