When creating a dynamic table, you specify the query used to transform the data from one or more base objects or dynamic tables. An automated refresh process executes this query regularly and updates the dynamic table with the changes made to the base objects....
for those responsible for pushing a new data product to snowflake, we enabled a self-service data producer experience that empowers lines of business to manage their own data. this included automatically creating tables and views in the appropriate snowflake database and assigning appropriate roles...
We wanted to proactively monitor the overall health of the data processes running in Snowflake. Monitoring activities include checking for:data freshnessto see if all the data pipelines were completed successfully;volume and qualityfor whether we received the right amount of data for the number of ...
1) It's generally recommended NOT to join on calculated columns in a Calculation View 2) Dynamic transposition can clearly still create very large intermediate result sets. With regard to the join on calculated columns, you would be semi-correct. If you have the "ability" (i.e. if your...
1) Create RFC Destination Type T: (Client Independent. Use Customizing client) Go to trx. code SM59 Create a new RFC Dest. Use a name that refers to PI AAE, for example: “PIDCLNT001_AAE”. Select radio button “Registered Server Program” In Program ID enter the same Program ID name...
This time around, I have a whole section dedicated to orchestration and why it has emerged as a natural compliment to a modern data stack. The PlatformTo my surprise, there is still no single vendor solution that has domain over the entire data vista, although Snowflake has been trying ...
Determining the correct partitioning is key when working with large data sets because it affects query performance and the amount of data being scanned. Because this migration was from existing tables from Snowflake native storage to Iceberg, it was crucial to t...
use a dynamic classloader mechanism (see Spring Framework, or you can easily do this yourself) to have a single entry point of your project (a single class to start - see the Manifest mechanism in another answer), which will add (dynamically) to the current classpath all the ...
One element of the democratization of geospatial is the move from these more static map outputs to interactive, dynamic and web-based visualizations. These bring decision-makers closer to your analysis, dramatically shortening the time-to-insight. While it is possible to create web maps with QGIS...
Less than 100G: The user utilizes the dynamic partitioning feature of Doris. Small tables will be partitioned by date and large tables will be partitioned by hour. This can avoid data skew. To further ensure balance within a data partition, they use the snowflake ID as the bucketing fi...