{"id":25665,"date":"2025-04-17T15:58:09","date_gmt":"2025-04-17T10:28:09","guid":{"rendered":"https:\/\/prolifics.com\/usa\/?p=25665"},"modified":"2026-03-10T12:44:35","modified_gmt":"2026-03-10T07:14:35","slug":"pyspark-data-migration","status":"publish","type":"post","link":"https:\/\/prolifics.com\/usa\/resource-center\/case-studies\/pyspark-data-migration","title":{"rendered":"Code Migration at Speed: How a Retail Client Cut Costs and Boosted Agility with Prolifics\u2019 PySpark Solution"},"content":{"rendered":"\n<p>A leading retail client partnered with Prolifics to tackle a critical challenge, migrating from Talend to PySpark to support faster, more scalable data processing. Facing high license costs, tight timelines, and complex data environments, the client needed a reliable partner with deep PySpark expertise.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Solutions Delivered by Prolifics<\/strong><\/h2>\n\n\n\n<p>Through a custom-built accelerator, agile project execution, and continuous process optimization, Prolifics enabled 70% code automation, reduced manual effort, and achieved a future-ready, cloud-native solution, free from OS or vendor lock-in.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Improved sprint velocity<\/li>\n\n\n\n<li>Lower operational costs<\/li>\n\n\n\n<li>Accelerated processing<\/li>\n\n\n\n<li>Increased flexibility<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Ready to explore how you can transform your data environment?<\/h4>\n\n\n\n<p>\ud83d\udce5 Download the Case Study: Code Migration at Speed.<\/p>\n\n\n<!-- wp:themify-builder\/canvas \/-->","protected":false},"excerpt":{"rendered":"<p>A leading retail client partnered with Prolifics to tackle a critical challenge, migrating from Talend to PySpark to support faster, more scalable data processing. Facing high license costs, tight timelines, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":41444,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[69],"tags":[],"class_list":["post-25665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"acf":[],"builder_content":"","_links":{"self":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts\/25665","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/comments?post=25665"}],"version-history":[{"count":11,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts\/25665\/revisions"}],"predecessor-version":[{"id":41454,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/posts\/25665\/revisions\/41454"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/media\/41444"}],"wp:attachment":[{"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/media?parent=25665"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/categories?post=25665"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prolifics.com\/usa\/wp-json\/wp\/v2\/tags?post=25665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}