<div dir="ltr"><div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr">Another nice video overview of Data Metric Functions in Snowflake:<br><a href="https://www.youtube.com/watch?v=FZtyCFyQn0w">https://www.youtube.com/watch?v=FZtyCFyQn0w</a><div><span style="font-size:12.8000001907349px"><br></span></div></div></div></div></div></div></div></div><br></div><br><div class="gmail_quote gmail_quote_container"><div dir="ltr" class="gmail_attr">On Sun, Jul 28, 2024 at 3:43 PM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr">An detailed video overview of the Data Metric Functions in Snowflake:<br><div><a href="https://www.youtube.com/watch?v=M4MadvJH_Dc" target="_blank">https://www.youtube.com/watch?v=M4MadvJH_Dc</a></div><div><br></div><div>Saqib<br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Mon, Jun 10, 2024 at 8:54 PM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr">Another excellent blogpost on Snowflake Data Metric Functions (DMF) by Peter Beck:<br><a href="https://medium.com/snowflake/monitoring-data-quality-using-snowflake-data-metric-functions-6b04229c6597" target="_blank">https://medium.com/snowflake/monitoring-data-quality-using-snowflake-data-metric-functions-6b04229c6597</a><br><br>Couple of interesting insights from the article:<br><div><ol><li>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.</li><li>Scheduling of DMFs is simple, and you don’t need to build your own target table to store the results. </li></ol><div><br></div><div>Saqib<br></div></div><div><br></div><div><br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, May 30, 2024 at 9:55 PM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr">Another excellent blogpost on Snowflake Data Metric Functions (DMF) by Arihant Shashank:<br><a href="https://medium.com/@arihant.shashank01/native-custom-data-quality-monitoring-in-snowflake-fcf002ec9afb" target="_blank">https://medium.com/@arihant.shashank01/native-custom-data-quality-monitoring-in-snowflake-fcf002ec9afb</a><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Tue, May 7, 2024 at 8:42 AM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr">Another excellent blogpost on Snowflake Data Metric Functions (DMF) by Maja Ferle:<br><div><a href="https://medium.com/snowflake/monitoring-data-quality-natively-in-snowflake-6cdbcef70de5" target="_blank">https://medium.com/snowflake/monitoring-data-quality-natively-in-snowflake-6cdbcef70de5</a></div><div><br></div><div>saqib<br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sat, Apr 27, 2024 at 12:30 PM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr">here is another blogpost on Data Metrics Functions in Snowflake by Mandar Athavale:<br><div><a href="https://medium.com/@athavale.mandar/snowflake-data-metric-functions-and-alerts-21d610bbcb67" target="_blank">https://medium.com/@athavale.mandar/snowflake-data-metric-functions-and-alerts-21d610bbcb67</a></div><div><br></div><div>Saqib<br></div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Wed, Apr 17, 2024 at 7:50 AM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><br clear="all"><div><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr">Also, Jessica Zhang has blogged the Built-in <span>Data</span> Quality <span>Metrics</span> in Snowflake:</div><div dir="ltr"><a href="https://medium.com/@jesszhangcyz/monitor-data-pipelines-using-snowflakes-data-metric-functions-0df71c46f04a" target="_blank">https://medium.com/@jesszhangcyz/monitor-data-pipelines-using-snowflakes-data-metric-functions-0df71c46f04a</a></div></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 11, 2024 at 10:20 AM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div dir="ltr">Augusto Kiniama Rosa also has a detailed blogpost on the Built-in Data Quality Metrics in Snowflake:<br><a href="https://medium.com/snowflake/snowflake-built-in-quality-metrics-3417d7d9f040" target="_blank">https://medium.com/snowflake/snowflake-built-in-quality-metrics-3417d7d9f040</a><div><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><div dir="ltr"><div><div dir="ltr"><div><span style="font-size:12.8px"><br></span></div></div></div></div></div></div></div></div><br></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Mon, Apr 8, 2024 at 8:55 PM Ali, Saqib <<a href="mailto:docbook.xml@gmail.com" target="_blank">docbook.xml@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><div>A nice overview of Data Quality Monitoring using Data Metric Functions Snowflake by Sandamali De Zoysa:</div><div><a href="https://www.youtube.com/watch?v=cwHLfWg6Da4" target="_blank">https://www.youtube.com/watch?v=cwHLfWg6Da4</a></div><div><br></div><div>Saqib<br></div><br></div>
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