Questions tagged [datamart]

A data mart is the access layer of the data warehouse environment that is used to get data out to the users. The data mart is a subset of the data warehouse which is usually oriented to a specific business line or team.

A data mart is the access layer of the data warehouse environment that is used to get data out to the users. The data mart is a subset of the data warehouse that is usually oriented to a specific business line or team. Data marts are small slices of the data warehouse. Whereas data warehouses have an enterprise-wide depth, the information in data marts pertains to a single department. In some deployments, each department or business unit is considered the owner of its data mart including all the hardware, software and data.

This enables each department to use, manipulate and develop their data any way they see fit; without altering information inside other data marts or the data warehouse. In other deployments where conformed dimensions are used, this business unit ownership will not hold true for shared dimensions like customer, product, etc.

References:

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Best practice to design fact table rollups for BI's Aggregate Navigation

I am trying to implement fact table and its rollups the right way, to be able one day to transfer it to some BI system And, based on Oracle's article and KimballGoups's article, as I understand, whole design must obey strict principles So, suppose…
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Can we make data marts at the analysis side in kimball approach?

I followed kimball approach but the problem is I didn't make data marts before star schema. Now my question is can I make data marts in SSAS or is it mandatory to make these marts before schema in kimball approach? More Information: I am building a…
zara rana
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Retrospective update of data mart records

I have a datamart that holds several billion events records in a BigQuery database. Each record has a unique event Id and includes one property - let’s call it property “x” - that is set at creation with a provisional value. This property value is…
user2868835
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SQL Server read-only secondary replica (or mirrored db) requires full recovery model

We have a read-only replica of our production database using Availability Groups (SQL Server 2017). The requirement was to set the recovery model to full for both. Is there a reason why this is a prerequisite? I get that the primary database should…
Panos
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Creating a Datamart with GitHub information

I would like to create a Datamart with GitHub information with commits, pull requests, reverts and so on. GitHub provides many webhooks with these events. I am trying to create an architecture to process these events and load it to a RDS Database. I…
p.magalhaes
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Multiple Datamarts Architecture / Modeling on Snowflake cloud datawarehouse

Context : Let's suppose we have multiple datamarts (Ex : HR, Accounting, Marketing ...) and all of them use the Star Schema as dimensional modeling (Kimball approach ) . Question : Since Snowflake cloud data warehouse architecture eliminate the need…
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How to track merging in Slowly Changing Dimension and Facts

In a datamart where 2 or 3 or more dimensions merge to form a new dimension. How can the scd be managed to keep track of all mergers historically and present trending facts as related to those dimensions? A specific example would be three stores…
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Datamart - Table type

I am working with DatMart with out any tool.I have table where its lists student details. SystudentID Campus FirstNAme LastName 8 AICASA Ali Mehdi 9 AICASA Ashka Patel 10 AICASA Jane …
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Steps for loading DynamoDB data into Redshift?

I want to know how we can load data from DynamoDB into Redshift. According to the documentation DynamoDB is NoSQL and Redshift is RDBMS. So how I can handle unstructured data in a normalised way? When do I need to normalise the data? I want to know…
moh12
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Does a lot of repeated sum(x) in different cols make a Select slower?

I have a really big table with dozens of columns and lots of rows. Lets call this table FT. Everyday I run a script that reads data from the FT table, perform some calculations, and update a smaller table (table FA) that I use to generate…
Michael
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retrieving technical keys to fact table in PDI

How can I retrieve the technical keys from the dimensions to the fact table in Pentaho Kettle, only the new ones that haven't been loaded yet, I tried to use Dimension Lookup but it didn't worked. This is my schema : I've already created…
Zakaria Belghiti
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How to populate my fact table with Pentaho Kettle

I want to load data from a csv file containing many columns using PDI to the data mart that I designed and implemented on SQL Server, and I don't know how can I load the foreign keys of the dimensions into my fact table, can you give me an idea…
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When we use Datamart and Datawarehousing?

I am new to DW . When we should use the term Datamart and when we should use the term Datawarehousing . Please explain with example may be your own example or in terms of Adventureworks .
Gooks
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Should the "count" measure be stored in the fact table?

I have a fact table that includes "wait times in hours" for certain services. I have a lot of dimensions that could describe the wait-times based on different slices; however, I am also interested in knowing how many people (counts) came for…
LearnByReading
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How use datamart to create data warehouse?

I really need help, my situation is: - have data marts, and need to create data-warehouse from it - i know only how to create DWH start from transactional DB - ETL - data-warehouse- datamart - i have no idea what to do about the reversible action.…
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