[Wranglers] Data Quality Monitoring using Data Metric Functions Snowflake

[Ali, Saqib]

Another blogpost on Data Metric Functions in Snowflake:
https://medium.com/@hkandpal732/data-metric-functions-92e11cf1641c



On Sat, Mar 1, 2025 at 8:32 AM Ali, Saqib <docbook.xml at gmail.com> wrote:

> Another nice video overview of Data Metric Functions in Snowflake:
> https://www.youtube.com/watch?v=FZtyCFyQn0w
>
>
>
> On Sun, Jul 28, 2024 at 3:43 PM Ali, Saqib <docbook.xml at gmail.com> wrote:
>
>> 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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