{"id":3440,"date":"2023-04-12T15:33:12","date_gmt":"2023-04-12T15:33:12","guid":{"rendered":"https:\/\/quebit.com\/askquebit\/a-database-administrator-approach-to-building-cubes-in-ibm-planning-analytics-workspace\/"},"modified":"2026-01-16T15:52:26","modified_gmt":"2026-01-16T15:52:26","slug":"a-database-administrator-approach-to-building-cubes-in-ibm-planning-analytics-workspace","status":"publish","type":"post","link":"https:\/\/quebit.com\/askquebit\/a-database-administrator-approach-to-building-cubes-in-ibm-planning-analytics-workspace\/","title":{"rendered":"How Do I Build IBM Planning Analytics Cubes Using a Database Administrator Approach in Planning Analytics Workspace?"},"content":{"rendered":"<p>If you are more of a code-junkie at heart like me, or perhaps have come from a relational database background, you may want to think about the following concept.<\/p>\n<p>By now, you most likely understand how to build cubes using Planning Analytics Workspace (PAW). If not, you can have a look <a href=\"https:\/\/quebit.com\/askquebit\/IBM\/visualizing-data-in-minutes-using-ibm-paw\/\">here<\/a>.<\/p>\n<p>Similar to TM1 Architect, you can use Planning Analytics Workspace to right-click on <strong>Cubes<\/strong> in the Data Tree and select <strong>Create Cube<\/strong>, etc. PAW even provides a feature that lets you <a href=\"https:\/\/quebit.com\/askquebit\/IBM\/drag-and-drop-cube-load-in-paw\/\">load data into a cube using drag and drop<\/a>.<\/p>\n<p>You see this approach used within other tools such as MS SQL Server where you can use a GUI (like Microsoft SQL Server Management Studio) to create tables within a relational database. But, although a GUI <em>can<\/em> be used, often actual SQL statements are written and used instead of the GUI.<\/p>\n<p>Here is a little explanation of what I mean:<\/p>\n<p>Specifically, the CREATE TABLE statement is used to create a new table in a database.<\/p>\n<p>The syntax is CREATE TABLE table_name which is then followed by parameters that list the columns in the order they should appear within the new table (note: other details are also provided, such as column datatype, integrity rules, etc.). Additionally, the IF EXISTS and DROP TABLE SQL statements would be used to enable the deletion of the table from the database should the table already exist.<\/p>\n<p>These statements would then be saved as part of the <strong>data definition language<\/strong> or DDL. \u00a0Many people find it useful to generate and save the DDL for their database objects, as it gives them the ability to recreate their objects on that or another database.<\/p>\n<p>Why is this interesting?<\/p>\n<p>Because, in the planning analytics environment, you can similarity use the aforementioned GUI (PAW) to create your cubes, but, also like SQL Server, you can optionally use a \u201cDDL approach\u201d that is really just as straightforward and easy to understand. Let\u2019s have a look.<\/p>\n<p>Within PAW, right click on <strong>Processes<\/strong> in the Data Tree and then select <strong>Create Process<\/strong>.<\/p>\n<p>On the <strong>Create process<\/strong> dialog, enter a name for the DDL process and then click on <strong>Create<\/strong>:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1351 size-medium aligncenter\" src=\"https:\/\/quebit.com\/askquebit\/wp-content\/uploads\/2021\/02\/AW1-min-300x144.jpg\" alt=\"\" width=\"300\" height=\"144\" \/><\/p>\n<p>On the process Data Source screen, you can leave \u201c<strong>No data source<\/strong>\u201d selected:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1352 aligncenter\" src=\"https:\/\/quebit.com\/askquebit\/wp-content\/uploads\/2021\/02\/AW2-min.jpg\" alt=\"\" width=\"183\" height=\"180\" \/><\/p>\n<p>Next, click on the <strong>Script<\/strong> tab.<\/p>\n<p>You should notice that only the <strong>Prolog<\/strong> and <strong>Epilog<\/strong> sections of the process are visible.<\/p>\n<p>This is because we selected <em>no data source<\/em> and only these two process sections will be executed when we run the process.<\/p>\n<p><strong>The Prolog Section<\/strong><\/p>\n<p>Remember, each of the <a href=\"https:\/\/www.ibm.com\/support\/knowledgecenter\/SSD29G_2.0.0\/com.ibm.swg.ba.cognos.tm1_turb.2.0.0.doc\/c_editingtheprologmetadatadataandepilogprocedures_nc0c3c.html\">sections or tabs in a TI process<\/a> can be referred to as a script and have a unique purpose. The Prolog section in a TurboIntegrator process holds the actions to be executed <em>before<\/em> the designated data source is processed. Since we selected <em>no<\/em> data source, the Prolog section will run to completion and then control will go immediately to the Epilog section.<\/p>\n<p>Here, in the Prolog section is where we will place our planning analytics \u201cDDL\u201d.<\/p>\n<p>Once Again, just like with SQL, we can use the <a href=\"https:\/\/www.ibm.com\/support\/knowledgecenter\/SSD29G_2.0.0\/com.ibm.swg.ba.cognos.tm1_ref.2.0.0.doc\/c_tm1turbointegratorfunctions_n70006.html\">PA TurboIntegrator functions<\/a>: \u00a0<strong>CubeExists<\/strong> <strong>CubeDestroy<\/strong> and <strong>CubeCreate<\/strong> to check to see if our cube exists, drop (destroy) it if it does and then create it.<\/p>\n<p>For example, if we want to create a cube named \u201cSample Cube\u201d that is made up of just 3 dimensions (Dim1, Dim2 and Dim3) we can enter the following lines of script in our process:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1353 aligncenter\" src=\"https:\/\/quebit.com\/askquebit\/wp-content\/uploads\/2021\/02\/AW3-min-300x160.jpg\" alt=\"\" width=\"500\" height=\"266\" \/><\/p>\n<p>After entering the above, you can save and run the process and your cube will be created. Keep in mind this code assumes that the dimensions already exist under Dimensions in the Data Tree (if you rerun the process you will not receive any errors, since the code will destroy the cube and then recreate it).<\/p>\n<p><strong>Why take this approach<\/strong>?<\/p>\n<p>So why take this approach? Well, you certainly <em>can<\/em> simply use the GUI to create cubes.<\/p>\n<p>However, consider this:<\/p>\n<ol>\n<li><strong>Dimensional Reordering<\/strong>! If you are prototyping a cube design and perhaps changing the order of dimensions more than a few times, dealing with the GUI may be a bit cumbersome, while updating a single line of code in the script and rerunning it is easy.<\/li>\n<li><strong>Performance!<\/strong> Destroying and re-creating a cube will <em>sacrifice the data loaded into it<\/em> but this can actually be a strategy you can use to validate the expected memory consumption of a cube. That is, if you have a reasonable amount of data available, you can use the \u201cDDL process\u201d to quickly and efficiently change the order of the dimensions, load the data into the cube and record its \u201cfootprint\u201d. Then, you can change the script (the dimensional order) and run it, reload the data and re-check the footprint. This will provide statistics into how the order of dimensions may impact memory consumption (and performance) once the cube is moved into production and data starts to accumulate there.<\/li>\n<li><strong>Documentation<\/strong>! If you find yourself spending time building and rebuilding cubes (even going back to a previous version) during agile prototyping because of requirement changes or other discovery, the DDL process approach actually is a quick and easy way to document that effort:<\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1354 aligncenter\" src=\"https:\/\/quebit.com\/askquebit\/wp-content\/uploads\/2021\/02\/AW4-min-300x140.jpg\" alt=\"\" width=\"500\" height=\"233\" \/><\/p>\n<ol start=\"4\">\n<li><strong>Object Migration<\/strong>! Finally, just like with SQL Server, this DDL process approach can be used to have the ability to recreate their objects on that or another PA environment.<\/li>\n<\/ol>\n<p><strong>Conclusion<\/strong><\/p>\n<p>So perhaps I am a \u201cpurest\u201d at heart and might use \u201cDDL Like\u201d TurboIntegrator scripting to create cubes and dimensions during design more often than most, but I think at least <em>considering<\/em> this concept is worth a little of your time. Enjoy!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you are more of a code-junkie at heart like me, or perhaps have come from a relational database background, you may want to think about the following concept. By now, you most likely understand how to build cubes using Planning Analytics Workspace (PAW). If not, you can have a look here. Similar to TM1&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[24],"tags":[43,65,36,49],"class_list":["post-3440","post","type-post","status-publish","format-standard","hentry","category-ibm","tag-administration","tag-featured","tag-planning-analytics","tag-planning-analytics-administration"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Do I Build IBM Planning Analytics Cubes Using a Database Administrator Approach in Planning Analytics Workspace? - QueBIT<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/quebit.com\/askquebit\/a-database-administrator-approach-to-building-cubes-in-ibm-planning-analytics-workspace\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Do I Build IBM Planning Analytics Cubes Using a Database Administrator Approach in Planning Analytics Workspace? - QueBIT\" \/>\n<meta property=\"og:description\" content=\"If you are more of a code-junkie at heart like me, or perhaps have come from a relational database background, you may want to think about the following concept. 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