[Wranglers] 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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