[Analytics Engineering] Data Quality Monitoring using Data Metric Functions Snowflake
Ali, Saqib docbook.xml at gmail.com
Sun Jul 28 22:43:42 UTC 2024
An detailed video overview of the Data Metric Functions in Snowflake: https://www.youtube.com/watch?v=M4MadvJH_Dc
Saqib
On Mon, Jun 10, 2024 at 8:54 PM Ali, Saqib <docbook.xml at gmail.com> wrote:
Another excellent blogpost on Snowflake Data Metric Functions (DMF) by> Peter Beck:» https://medium.com/snowflake/monitoring-data-quality-using-snowflake-data-metric-functions-6b04229c6597» Couple of interesting insights from the article:» 1. Snowflake runs DMFs under a warehouse it creates on your behalf.> You are billed for this consumption under a special “Data Quality> Monitoring” section of your bill. This enables you to see immediately what> the costs associated with this kind of activity are. You can also query> DATA_QUALITY_MONITORING_USAGE_HISTORY to see your consumption.> 2. Scheduling of DMFs is simple, and you don’t need to build your own> target table to store the results.»> Saqib»» On Thu, May 30, 2024 at 9:55 PM Ali, Saqib <docbook.xml at gmail.com> wrote:»> Another excellent blogpost on Snowflake Data Metric Functions (DMF) by» Arihant Shashank:»» https://medium.com/@arihant.shashank01/native-custom-data-quality-monitoring-in-snowflake-fcf002ec9afb»» On Tue, May 7, 2024 at 8:42 AM Ali, Saqib <docbook.xml at gmail.com> wrote:»»> Another excellent blogpost on Snowflake Data Metric Functions (DMF) by»> Maja Ferle:»»» https://medium.com/snowflake/monitoring-data-quality-natively-in-snowflake-6cdbcef70de5»»» saqib»»» On Sat, Apr 27, 2024 at 12:30 PM Ali, Saqib <docbook.xml at gmail.com>»> wrote:»»»> here is another blogpost on Data Metrics Functions in Snowflake by»» Mandar Athavale:»»»» https://medium.com/@athavale.mandar/snowflake-data-metric-functions-and-alerts-21d610bbcb67»»»» Saqib»»»» On Wed, Apr 17, 2024 at 7:50 AM Ali, Saqib <docbook.xml at gmail.com>»» wrote:»»»»»»» Also, Jessica Zhang has blogged the Built-in Data Quality Metrics in»»> Snowflake:»»»»» https://medium.com/@jesszhangcyz/monitor-data-pipelines-using-snowflakes-data-metric-functions-0df71c46f04a»»»»»»»> On Thu, Apr 11, 2024 at 10:20 AM Ali, Saqib <docbook.xml at gmail.com>»»> wrote:»»»»»> Augusto Kiniama Rosa also has a detailed blogpost on the Built-in»»» Data Quality Metrics in Snowflake:»»»»»» https://medium.com/snowflake/snowflake-built-in-quality-metrics-3417d7d9f040»»»»»»»»»»»» On Mon, Apr 8, 2024 at 8:55 PM Ali, Saqib <docbook.xml at gmail.com>»»» wrote:»»»»»»> A nice overview of Data Quality Monitoring using Data Metric»»»> Functions Snowflake by Sandamali De Zoysa:»»»> https://www.youtube.com/watch?v=cwHLfWg6Da4»»»»»»» Saqib»»»»»»»
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