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Questions tagged [data-warehouse]

21 votes
5 answers
4k views

How manage inventory discrepancies due to measurement errors in warehouse management systems

I'm developing an enterprise-grade warehouse management application for a chemistry laboratory. A critical feature involves mixing multiple stock solutions to create new solutions based on predefined ...
Biowav's user avatar
  • 321
5 votes
5 answers
767 views

How does data store compression speed up data warehouses?

I often see the claim that various data warehouse/analytical database systems derive significant performance benefits from compressing their data stores. On the face of it, though, this seems to be ...
Mason Wheeler's user avatar
-2 votes
1 answer
115 views

What is a route I could take when considering setting up a data warehouse for a small business? [closed]

I am working for a medium-sized development and construction company and we are looking to upgrade our data and BI. Currently, all project data is managed via Excel (data, project management, and ...
Robert Eldridge's user avatar
0 votes
3 answers
276 views

In data engineering, why is data integrity checked on the DW rather than on the data sources?

I'm a software developer and new to data engineering, so this may be a newbie question, but I'm wondering why data integrity checks (for instance, dbt tests) are ran on the data warehouse, rather than ...
samdouble's user avatar
  • 243
0 votes
0 answers
52 views

Using cloud data warehouse as back-end for website

I am building a website, where the main data source is Snowflake, a cloud data warehouse. This cannot be changed, but we can add other technologies. There is a lot of data in Snowflake, and the ...
radumanolescu's user avatar
-2 votes
2 answers
490 views

What happens after the ETL process?

I have thousands of .csv files with the same structure and, in most of the cases, some column values are the same ones recurring. Each file represents a report on some structures, with numeric ...
BoardsOfConsulting's user avatar
0 votes
1 answer
110 views

Attributes at the fact table in dimensional data model

I know that a fact table in dimensional data model consists of measures and flags for an event or transaction. I also understand that it may contain date of the event. I have to design on fact table ...
Rajneesh Shukla's user avatar
0 votes
1 answer
447 views

How to keep a data warehouse updated?

Suppose there is a system ( like an ERP ) that writes to a database ( not too big, less than 100GB ). You need to export the data from this database to a data warehouse ( like RedShift or BigQuery ) ...
julianomontini's user avatar
0 votes
1 answer
352 views

Do Data Warehouse standards allow foreign key constraints at a dimensional model?

Is it true that we never enable foreign key constraints in the dimensional model of a data warehouse? If yes, then what is the rationale behind that? As per my research: Some experts told me in a ...
Curious_Mind's user avatar
-3 votes
1 answer
110 views

what is event based data integration? [closed]

Please help me to understand what is event based data integration in simple layman term with some examples? How it is different from other form of data integration. Some sample use cases will be ...
Rajneesh Shukla's user avatar
5 votes
2 answers
1k views

How should a data warehouse be maintained for a quickly changing schema

I am currently in a process of maintaining a data warehouse for a quickly growing start up company. There is a lot of reporting demands from the clients, and this is usually handled by a data ...
Yong Jun Kim's user avatar
1 vote
1 answer
941 views

Load for Date dimension table of a warehouse

I have a general question about loading data into a data warehouse (DW). This is basically a followup to an older question of mine. I have a general understanding problem about fill the [Date] ...
Steffen Mangold's user avatar
3 votes
2 answers
182 views

Enterprise application warehousing and relational database

I have a general question about design pattern for an enterprise application. I read a lot about it but its actually hard to find an answer because most you find it rater about how to design a data ...
Steffen Mangold's user avatar
1 vote
3 answers
243 views

How to make a data warehouse of a single full Database?

After learning about the data warehouse concepts whole day, I couldn't found a source that can actually say when you should not do data warehousing. In most tutorials I read, it says that DW is for ...
tsu90280's user avatar
  • 119
0 votes
1 answer
113 views

Lightweight data mining + organization & visualization

I'm looking to do some simple data mining that consists of going once per day to a single page and collect the following information: List of movie theaters Movies today on each theater Session times ...
dR_'s user avatar
  • 11

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