{"id":50271,"date":"2023-02-11T06:54:37","date_gmt":"2023-02-11T05:54:37","guid":{"rendered":"https:\/\/www.cbs-consulting.com\/?p=50271"},"modified":"2023-02-11T06:55:36","modified_gmt":"2023-02-11T05:55:36","slug":"sap-hana-to-snowflake-migration","status":"publish","type":"post","link":"https:\/\/www.cbs-consulting.com\/us\/sap-hana-to-snowflake-migration\/","title":{"rendered":"SAP HANA to Snowflake Migration (Detailed Guide)"},"content":{"rendered":"<div class=\"wpb-content-wrapper\" id=\"wpb-content-root\"><p>[vc_row][vc_column][vc_column_text]<span style=\"font-weight: 400;\">Honestly speaking, data warehouse migrations can be quite a colossal undertaking. Hence, no matter how experienced you are in the market, it\u2019s a must that you don\u2019t take it lightly.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, if you have found this article, it means that your company has weighed in all of the options and gone for a scalable-cloud solution. So, I commend you on that.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nonetheless, if you\u2019ve been relying on SAP structure and excellence since the beginning, it\u2019ll dishearten you a little when moving to Snowflake. But there\u2019s no need to worry.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Why?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Let\u2019s find out more about Snowflake before getting into any other topic.<\/span><\/p>\n<h2 id=\"heading\"><\/h2>\n<h2 id=\"what-is-snowflake\"><b>What is Snowflake?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Snowflake, in essence, focuses on offering a specific platform to an SAP users where they may move their data and ensure its safety. By using the same, you can migrate all of your data into a single location and evaluate it accordingly. This, in turn, can proffer them with a 360-degree view of the business and gain more insights accordingly.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Snowflake can also get scalable to cater to your ever-so-increasing storage needs. With it, you can combine all of your SAP data with information from another system in one warehouse.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Due to this reason, Snowflake SAP Integration can be of great importance for a business. But it\u2019s not really easy to go through the same, especially for someone who hasn\u2019t done it before.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this article, we have shared everything that you need to do to perform integration into the Snowflake ecosystem. Hopefully, that will help you out in your endeavor.<\/span><\/p>\n<h2 id=\"heading-2\"><\/h2>\n<h2 id=\"the-prerequisites\"><b>The Prerequisites<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">There isn\u2019t anything too much that you may require to move to Snowflake from SAP HANA. In my opinion, having these three things will be more than enough for your purpose &#8211;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">An active SAP account.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A Microsoft account.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A Snowflake account.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In addition to this, you will also need to have a clear idea about what SAP and Snowflake are. It might be needed later on when you have started working with both.<\/span><\/p>\n<h2 id=\"heading-3\"><\/h2>\n<h2 id=\"how-do-you-set-up-the-integration\"><b>How Do You Set Up the Integration?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">As mentioned before, setting up a cloud data warehouse can be quite complex. Therefore, I\u2019ve broken the procedure into different stages accordingly.\u00a0<\/span><\/p>\n<h3 id=\"heading-4\"><\/h3>\n<h3 id=\"step-1-analyze-what-do-you-need-to-get-to-snowflake\"><b>Step &#8211; 1: Analyze &#8211; What Do You Need to Get to Snowflake?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Unlike an SAP infrastructure, you simply can\u2019t start working or integrating into Snowflake out of nowhere. It should be done once you have asked and answered the following questions &#8211;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which tables and databases should be made available at the beginning?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How often do you update the data in tables?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How are you loading the data into these tables? Are you using a specific application or script? Or is there something else that you need to know about?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which roles, users, and applications currently have access to the tables and databases?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What are the common consumption patterns of this data?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Document all of your answers to these questions and use them to assess the level of information or data to support these inputs accordingly. Using it in a Q&amp;A process can be possible too.<\/span><\/p>\n<h3 id=\"heading-5\"><\/h3>\n<h3 id=\"step-2-create-a-low-level-execution-or-design-plan\"><b>Step &#8211; 2: Create a Low-Level Execution or Design Plan<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Once you have documented the requirements for your purpose, it\u2019s time for you to create a thorough plan for your project. If you are well-versed in the process, it might feel tempting to go for an all-at-once method. However, if you are new, go for a phased approach instead.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this case, you will need to move the low-impact databases, tables, and applications first and then focus on the complicated syncing tasks.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nonetheless, no matter what method you\u2019re going for, you\u2019ll have a proper plan ready at your base at the end of this step. Here are some tips that might be helpful in your case &#8211;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Take the output from your previous analysis step and divide up the tables into logical phases. The first segment should include the databases that require minimal changes or don\u2019t affect your business needs and requirements at all.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It\u2019s always ideal for planning a complete vertical slice &#8211; such as data movement, end-to-end ingestion, and consumption &#8211; together. This, in turn, can help an individual isolate the concerning issues at the earliest.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Don\u2019t forget to identify tools that may help speed up the entire process accordingly. Be sure to remember &#8211; it\u2019s not recommended if you\u2019re using a hand code.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">You may consider trying out a DataOps tool for executing the process more quickly. It may reduce the overall time required by automating a portion of retooling and syncing.<\/span><\/li>\n<\/ul>\n<h3 id=\"heading-6\"><\/h3>\n<h3 id=\"step-3-create-a-snowflake-and-a-hana-account\"><b>Step &#8211; 3: Create a Snowflake and a HANA Account<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">With a proper plan of action in hand, your next step should be trying to execute it quickly and efficiently. And for that, you will need to create a HANA and a Snowflake account first. After you are done, use the Snowflake CLI\/UI to configure the following aspects of Snowflake &#8211;<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Create users and the accounts you want to use on Snowflake.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Curate warehouses and databases on Snowflake.<\/span><\/li>\n<\/ul>\n<h3 id=\"heading-7\"><\/h3>\n<h3 id=\"step-4-develop-a-data-extractor-from-sap\"><b>Step &#8211; 4: Develop a Data Extractor from SAP<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Unlike any other similar system, SAP supports connection through JDBC\/ODBC drivers and APIs. Hence, with it, you can write codes by using your favorite programming language while extracting data from the platform. However, here\u2019s the catch.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When you are extracting data from SAP, it will be best if all of the custom fields are extracted and you preserve the type information as type information. This, in turn, can help you create a new table or user in Snowflake later on.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s ideal to use a typed format to keep all of these data, as it\u2019s safer and more effective. Hence it\u2019s best to avoid CSVs as much as you can and use the AVRO\/JSON format instead.<\/span><\/p>\n<h3 id=\"heading-8\"><\/h3>\n<h3 id=\"step-5-create-a-snowflake-table\"><b>Step &#8211; 5: Create a Snowflake Table<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">This step tends to involve the process of creating a Snowflake table for the data you extracted previously. It\u2019s always best to map the entire SAP field types to the field types available in the Snowflake. Having a proper typed format in the previous step can make it really easy too.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, if you find a column not adhering to the column naming convention of Snowflake, make sure to rename them accordingly.\u00a0<\/span><\/p>\n<p><b>Note: <\/b><span style=\"font-weight: 400;\">Once you are done with the previous step, it might be best to use the Snowflake COPY command right away. It can help you bulk-load a lot of files that were created in the previous step. However, make sure to integrate a proper scheduler to run steps on the desired frequency and ensure that the entire process is ending properly.<\/span><\/p>\n<h3 id=\"heading-9\"><\/h3>\n<h3 id=\"bonus-step-optimizations\"><b>Bonus Step &#8211; Optimizations<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">So, are you done with loading all of your data into Snowflake? Well, then, it\u2019s time for you to optimize the entire process accordingly. But how can you save time and automate it?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What if it was possible to update the only things that you have changed?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Is there any way to make it easier for more apps to access your SAP environment?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Let\u2019s find out.<\/span><\/p>\n<h4><\/h4>\n<h4><b>APIs to Snowflake<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">Providing access to an SAP environment can definitely be a reason to hesitate a little. But on the other hand, offering access to the Snowflake platform is much easier. With it, you will be able to offer access to other applications and share the tables you have created with them.<\/span><\/p>\n<h4><\/h4>\n<h4><b>Delta Loads<\/b><\/h4>\n<p><span style=\"font-weight: 400;\">One solution, in this aspect, is using deltas to load all of your data. If you want, you will be able to snapshot data once from the SAP environment and load the same into Snowflake.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hence, you will only have to load the deltas if you want to go forward with it. That\u2019ll require you to remember the very last loaded row from SAP HANA.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But, using the COPY command will be enough in this aspect.<\/span><\/p>\n<h2 id=\"heading-10\"><\/h2>\n<h2 id=\"is-it-possible-to-use-a-tool\"><b>Is It Possible to Use a Tool?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Yes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">Like any other SAP-related work, this one can be performed through a tool or two too. <\/span><span style=\"vertical-align: inherit;\">This, in turn, can help you automate a lot of work and ensure that you are completing your project within a short amount of time. <\/span><span style=\"vertical-align: inherit;\">However, before you choose a tool, make sure to talk to an expert accordingly. <\/span><span style=\"vertical-align: inherit;\">They&#8217;ll let you know what you should use and how you need to use it. <\/span><\/span><\/span><span style=\"vertical-align: inherit;\"><span style=\"vertical-align: inherit;\">[\/vc_column_text][\/vc_column][\/vc_row]<\/span><\/span><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text]Honestly speaking, data warehouse migrations can be quite a colossal undertaking. Hence, no matter how experienced you are in the market, it\u2019s a must that you don\u2019t take it lightly. However, if you have found this article, it means that your company has weighed in all of the options and gone for a scalable-cloud solution. &hellip; <a href=\"https:\/\/www.cbs-consulting.com\/us\/sap-hana-to-snowflake-migration\/\">Continued<\/a><\/p>\n","protected":false},"author":41,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"categories":[239],"tags":[],"class_list":["post-50271","post","type-post","status-publish","format-standard","hentry","category-uncategorized-us"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SAP HANA to Snowflake Migration (Detailed Guide)<\/title>\n<meta name=\"description\" content=\"In this blog, we\u2019ll talk about how you can migrate data to Snowflake from SAP HANA. 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