{"id":98256,"date":"2021-08-23T11:00:00","date_gmt":"2021-08-23T15:00:00","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=98256"},"modified":"2022-11-21T09:47:56","modified_gmt":"2022-11-21T14:47:56","slug":"how-to-run-python-from-r-studio-part-ii","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/how-to-run-python-from-r-studio-part-ii\/","title":{"rendered":"How to Run Python from R Studio \u2013 Part II"},"content":{"rendered":"\n<p><em>See <a href=\"\/campus\/ibkr-quant-news\/how-to-run-python-from-r-studio-part-i\/\">Part I<\/a> for instructions on how to use <code>reticulate<\/code>&nbsp;package and its integration with R Studio to run Python code.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-importing-python-modules\">Importing Python modules<\/h3>\n\n\n\n<p>Importing Python modules with&nbsp;<code>reticulate::import()<\/code>&nbsp;produces the same behaviour:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>np &lt;- import(\"numpy\")\nnp$array(list(c(1, 2, 3), c(4, 5, 6)))<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>##      &#91;,1] &#91;,2] &#91;,3]\n## &#91;1,]    1    2    3\n## &#91;2,]    4    5    6<\/code><\/pre>\n\n\n\n<p>Notice that my&nbsp;<em>numpy<\/em>&nbsp;array is created using R list objects in a manner analogous to Python lists:&nbsp;<code>np.array([[1, 2, 3], [4, 5, 6]])<\/code>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">REPL-ing Python in R Studio<\/h3>\n\n\n\n<p>You can also open an interactive Python session within R by calling&nbsp;<code>reticulate::repl_python()<\/code>. Any objects created within the Python session are available in the R session via the&nbsp;<code>py<\/code>&nbsp;object.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>With <code>reticulate<\/code>&nbsp;you can run your Python scripts in RStudio. It embeds a Python session within an R session, and allows you to pass objects between the two sessions.<\/p>\n\n\n\n<p><em>Visit Robot Wealth website for additional insight<\/em>:&nbsp;<a href=\"https:\/\/robotwealth.com\/using-python-from-the-comfort-of-r-studio\/\"><em>https:\/\/robotwealth.com\/using-python-from-the-comfort-of-r-studio\/<\/em><\/a><\/p>\n\n\n\n<p><em>Past performance is not indicative of future results.<\/em><\/p>\n\n\n\n<p><em>Any stock, options or futures symbols displayed are for illustrative purposes only and are not intended to portray recommendations.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>You can also open an interactive Python session within R by calling\u00a0reticulate::repl_python(). Any objects created within the Python session are available in the R session via the\u00a0py\u00a0object.<\/p>\n","protected":false},"author":271,"featured_media":21196,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[339,343,349,338,350,341,344,342],"tags":[806,297,1224,595,10023,10024,6591,1045],"contributors-categories":[13676],"class_list":{"0":"post-98256","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-asia-pacific","12":"category-quant-development","13":"category-quant-regions","14":"category-r-development","15":"tag-data-science","16":"tag-etfs","17":"tag-pandas","18":"tag-python","19":"tag-r-studio","20":"tag-reticulate-package","21":"tag-rstats","22":"tag-tidyverse","23":"contributors-categories-robot-wealth"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Run Python from R Studio \u2013 Part II | IBKR Quant<\/title>\n<meta name=\"description\" content=\"You can also open an interactive Python session within R by calling\u00a0reticulate::repl_python(). Any objects created within the Python session are...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/98256\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Run Python from R Studio \u2013 Part II | IBKR Quant Blog\" \/>\n<meta property=\"og:description\" content=\"You can also open an interactive Python session within R by calling\u00a0reticulate::repl_python(). 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