From 3bd613e51a45a9016c790572b6cc916316dd15e3 Mon Sep 17 00:00:00 2001 From: Teddy Date: Fri, 3 Feb 2023 15:03:28 +0100 Subject: [PATCH] doc: added more details regarding freshness metrics (#10098) --- .../ingestion/workflows/profiler/metrics.md | 15 +++++++++------ .../profiler/profiler-freshness-metrics.png | Bin 0 -> 49094 bytes 2 files changed, 9 insertions(+), 6 deletions(-) create mode 100644 openmetadata-docs/images/openmetadata/ingestion/workflows/profiler/profiler-freshness-metrics.png diff --git a/openmetadata-docs/content/connectors/ingestion/workflows/profiler/metrics.md b/openmetadata-docs/content/connectors/ingestion/workflows/profiler/metrics.md index c2c454158ad..6af2c0ca9fe 100644 --- a/openmetadata-docs/content/connectors/ingestion/workflows/profiler/metrics.md +++ b/openmetadata-docs/content/connectors/ingestion/workflows/profiler/metrics.md @@ -35,7 +35,15 @@ It computes the number of rows in the Table. Returns the number of columns in the Table. ## System Metrics -System metrics are metrics related to DML operations performed on the table. These metrics are available for BigQuery, Redshift and Snowflake only. Other database engines are currently not supported so the computation of the system metrics will be skipped. +System metrics provide information related to DML operations performed on the table. These metrics present a concise view of your data freshness. In a typical data processing flow tables are updated at a certain frequency. Table freshness will be monitored by confirming a set of operations has been performed against the table. To increase trust in your data assets, OpenMetadata will monitor the `INSERT`, `UPDATE` and `DELETE` operations performed against your table to showcase 2 metrics related to freshness (see below for more details). With this information, you are able to see when a specific operation was last perform and how many rows it affected. + +table profile freshness metrics + +These metrics are available for **BigQuery**, **Redshift** and **Snowflake**. Other database engines are currently not supported so the computation of the system metrics will be skipped. ### DML Operations This metrics shows all the DML operations performed (`INSERT`, `UPDATE`, `DELETE`) against the table in a timeseries fashion. @@ -134,11 +142,6 @@ OpenMetadata uses `stl_insert`, `stl_delete`, `svv_table_info`, and `stl_queryte OpenMetadata will look at the previous day to fetch the operations that were performed against a table. -### Redshift -OpenMetadata uses `stl_insert`, `stl_delete`, `svv_table_info`, and `stl_querytext` to fecth DNL operations as well as the number of rows affected by these operations. You need to make sure the user running the profiler workflow has access to these views and tables. - -OpenMetadata will look at the previous day to fetch the operations that were performed against a table. - ### BigQuery Bigquery uses the `JOBS` table of the `INFORMATION_SCHEMA` to fecth DNL operations as well as the number of rows affected by these operations. You will need to make sure your data location is properly set when creating your BigQuery service connection in OpenMetadata. diff --git a/openmetadata-docs/images/openmetadata/ingestion/workflows/profiler/profiler-freshness-metrics.png b/openmetadata-docs/images/openmetadata/ingestion/workflows/profiler/profiler-freshness-metrics.png new file mode 100644 index 0000000000000000000000000000000000000000..1a655fd19ffb29e9711827bdf342b131e8be7bb7 GIT binary patch literal 49094 zcmeFZXH-*P(>F{5X3w7a&Fn-z)lsLRVx}S@BBIgMP}3tK zBE=CAkdK%@QX^$1*5Vu<}3 z2koCY!;(9opc2qk_OCRD$fSbrg84|E$oIvvYm0w4Vs!p2x=zpv4ZP1?4`IXAJ zkG~k_8J@1iym)tX02AIu>wOLR*sgZf@A~tEd&*Q{#F@U=>>O_@{X|J>TwOwAn>!;4 z*onU1l}~gX83>_1qg*fje3(gO320rR*4I9CXnf65F;SQ8`IfYb)o)?*8pjbyHDE9R zEC=TZ787#! za1a)ek&zL8ASx^>Du}Nk=;`O?W$i2I=E?ORo%~lnYIdGB9!@X4oZQ_wF8Z~8;qL7v zf9KA{K>z*sAM>>Hb^4!?+&usDweT+}d{H7SBJ@D`zx&2FmAiN<`_#$T&ec@S34|vP zehdW(Q7O59>i<>pKO_E2OOyX;De^#6>|dMyOA%pHLr*&oRd*16OfQB1VamFMn?A 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