DSRE-1779 Add FxA monitoring query

[akkomar]

Supersedes mozilla/docker-etl#295

/cc @clouserw

[clouserw]

yessss. Where is the setting for how often it runs?

[akkomar]

yessss. Where is the setting for how often it runs?

It's configured to run in bqetl_accounts_derived DAG, which is scheduled to run daily. DAG generation magic will make sure that this runs after MySQL tables are synced to BQ (expand Integration report for "Fix schema" in the comment above).

[sean-rose]

As it is, if someone re-runs a historical DAG run then historical data would be incorrectly overwritten with current data (which is highly probable since other normal daily-incremental ETLs exist in the bqetl_accounts_derived DAG).

I'd suggest using BigQuery's time travel feature in this ETL to select the data as it existed at data_interval_end so that any DAG run within the last ~7 days could potentially be backfilled, but trying to backfill further than time travel allows will fail outright rather than incorrectly overwriting data.

Here's an example of an ETL using time travel like that (though this doesn't need to be a script, and can remain a normal query ETL; a script was needed in that case because of the discrepancy between the monthly scheduling and the date partitioning setup).

[akkomar]

Cool, thanks for this idea!

[sean-rose]

Are there cases where uid is null in this table?

[akkomar]

Unlikely, IIUC this query has been running for a while in a custom environment.

[clouserw]

I've run it by hand a few times but not "awhile". A NULL there would be a bug in the system. There shouldn't be any.

[sean-rose]

Usually the only reason to use COUNT(expression) rather than COUNT(*) is if the expression might be null and shouldn't be counted in that case.

Or if it was intended to count distinct uid values then it should be COUNT(DISTINCT uid).

[sean-rose]

Using table aliases would make this less verbose/more readable.

Suggested change

	SELECT
	"accounts_with_secondary_emails" AS table_name,
	COUNT(
	DISTINCT `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid
	) AS total_rows
	FROM
	`moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
	@as_of_date,
	'UTC'
	)
	JOIN
	`moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
	@as_of_date,
	'UTC'
	)
	ON `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid = `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.uid
	WHERE
	`moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.isPrimary = FALSE
	SELECT
	"accounts_with_secondary_emails" AS table_name,
	COUNT(DISTINCT fxa_accounts_v1.uid) AS total_rows
	FROM
	`moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` AS fxa_accounts_v1 FOR SYSTEM_TIME AS OF TIMESTAMP(
	@as_of_date,
	'UTC'
	)
	JOIN
	`moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` AS fxa_emails_v1 FOR SYSTEM_TIME AS OF TIMESTAMP(
	@as_of_date,
	'UTC'
	)
	ON fxa_accounts_v1.uid = fxa_emails_v1.uid
	WHERE
	fxa_emails_v1.isPrimary = FALSE

(same goes for the similar subquery below)

[akkomar]

This would unfortunately fail on formatting. Sqlgot seems not to be able to handle table aliases combined with another expression following them (FOR SYSTEM_TIME here).

[sean-rose]

Dang. I'd suggest reporting that SQLGlot issue, as they're very responsive and have fixed every issue I've reported to them (often the same day on main, to be included in the next release).

[sean-rose]

Another option is if you don't quote the whole table identifier (e.g. `moz-fx-data-shared-prod`.accounts_db_external.fxa_accounts_v1) then BigQuery allows you to refer to just the final table name segment, like an automatic alias. (though I do generally prefer to quote the entire table identifier)

[sean-rose]

All of the other time travel expressions in this query should also use @as_of_date + 1 like the first one does, otherwise the data will be inconsistent.

[dataops-ci-bot]

Integration report for "s/@as_of_date,/@as_of_date+1,/g"

sql.diff

Click to expand!

diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/dags/bqetl_accounts_derived.py /tmp/workspace/generated-sql/dags/bqetl_accounts_derived.py
--- /tmp/workspace/main-generated-sql/dags/bqetl_accounts_derived.py	2024-12-03 22:10:39.000000000 +0000
+++ /tmp/workspace/generated-sql/dags/bqetl_accounts_derived.py	2024-12-03 22:12:39.000000000 +0000
@@ -66,6 +66,17 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
+    accounts_backend_derived__monitoring_db_counts__v1 = bigquery_etl_query(
+        task_id="accounts_backend_derived__monitoring_db_counts__v1",
+        destination_table="monitoring_db_counts_v1",
+        dataset_id="accounts_backend_derived",
+        project_id="moz-fx-data-shared-prod",
+        owner="[email protected]",
+        email=["[email protected]", "[email protected]", "[email protected]"],
+        date_partition_parameter="as_of_date",
+        depends_on_past=False,
+    )
+
     accounts_backend_derived__users_services_daily__v1 = bigquery_etl_query(
         task_id="accounts_backend_derived__users_services_daily__v1",
         destination_table="users_services_daily_v1",
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived: monitoring_db_counts_v1
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/metadata.yaml	2024-12-03 22:07:18.000000000 +0000
@@ -0,0 +1,56 @@
+friendly_name: FxA DB Counts Monitoring
+description: |-
+  Simple aggregation of counts of records in the FxA DB tables.
+  Enables to identify trends within accounts data. E.g. "How many
+  inactive accounts are there?"
+owners:
+- [email protected]
+labels:
+  incremental: true
+  owner1: wclouser
+  dag: bqetl_accounts_derived
+scheduling:
+  dag_name: bqetl_accounts_derived
+  date_partition_parameter: as_of_date
+bigquery:
+  time_partitioning:
+    type: day
+    field: as_of_date
+    require_partition_filter: false
+    expiration_days: null
+  range_partitioning: null
+  clustering: null
+workgroup_access:
+- role: roles/bigquery.dataViewer
+  members:
+  - workgroup:mozilla-confidential
+references:
+  query.sql:
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_account_customers_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_account_groups_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_account_reset_tokens_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_carts_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_device_commands_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_devices_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_email_bounces_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_codes_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_refresh_tokens_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_tokens_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_password_change_tokens_v1 FOR
+    SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_password_forgot_tokens_v1 FOR
+    SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_paypal_customers_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_recovery_codes_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_security_events_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_sent_emails_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_session_tokens_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_signin_codes_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_totp_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_unblock_codes_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_unverified_tokens_v1 FOR SYSTEM_TIME
+  - moz-fx-data-shared-prod.accounts_db_external.fxa_verification_reminders_v1 FOR
+    SYSTEM_TIME
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/query.sql	2024-12-03 22:04:57.000000000 +0000
@@ -0,0 +1,300 @@
+WITH table_counts AS (
+  SELECT
+    'account_customers' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_customers_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'account_groups' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_groups_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'account_reset_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_account_reset_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'accounts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'carts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_carts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'device_commands' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_device_commands_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'devices' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_devices_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'email_bounces' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_email_bounces_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'emails' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'linked_accounts' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_refresh_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_refresh_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'oauth_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_oauth_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'password_change_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_password_change_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'password_forgot_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_password_forgot_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'paypal_customers' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_paypal_customers_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'recovery_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_recovery_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'security_events' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_security_events_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'sent_emails' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_sent_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'session_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_session_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'signin_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_signin_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'totp' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_totp_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'unblock_codes' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_unblock_codes_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'unverified_tokens' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_unverified_tokens_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+  SELECT
+    'verification_reminders' AS table_name,
+    COUNT(*) AS total_rows
+  FROM
+    `moz-fx-data-shared-prod.accounts_db_external.fxa_verification_reminders_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+      @as_of_date + 1,
+      'UTC'
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_with_secondary_emails" AS table_name,
+        COUNT(
+          DISTINCT `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid
+        ) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      JOIN
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+        ON `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid = `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.uid
+      WHERE
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.isPrimary = FALSE
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_with_unverified_emails" AS table_name,
+        COUNT(
+          DISTINCT `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid
+        ) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      JOIN
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+        ON `moz-fx-data-shared-prod.accounts_db_external.fxa_accounts_v1`.uid = `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.uid
+      WHERE
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_emails_v1`.isVerified = FALSE
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_linked_to_google" AS table_name,
+        COUNT(uid) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      WHERE
+        providerId = 1 -- see LinkedAccountProviderIds at https://github.com/mozilla/fxa/blob/main/packages/fxa-settings/src/lib/types.ts
+    )
+  UNION ALL
+    (
+      SELECT
+        "accounts_linked_to_apple" AS table_name,
+        COUNT(uid) AS total_rows
+      FROM
+        `moz-fx-data-shared-prod.accounts_db_external.fxa_linked_accounts_v1` FOR SYSTEM_TIME AS OF TIMESTAMP(
+          @as_of_date + 1,
+          'UTC'
+        )
+      WHERE
+        providerId = 2 -- see LinkedAccountProviderIds at https://github.com/mozilla/fxa/blob/main/packages/fxa-settings/src/lib/types.ts
+    )
+)
+SELECT
+  @as_of_date AS as_of_date,
+  table_name,
+  total_rows
+FROM
+  table_counts
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml	1970-01-01 00:00:00.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/monitoring_db_counts_v1/schema.yaml	2024-12-03 22:04:57.000000000 +0000
@@ -0,0 +1,10 @@
+fields:
+- name: as_of_date
+  type: DATE
+  mode: NULLABLE
+- name: table_name
+  type: STRING
+  mode: NULLABLE
+- name: total_rows
+  type: INTEGER
+  mode: NULLABLE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/apple_ads_external/ios_app_campaign_stats_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/apple_ads_external/ios_app_campaign_stats_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/apple_ads_external/ios_app_campaign_stats_v1/bigconfig.yml	2024-12-03 22:05:06.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/apple_ads_external/ios_app_campaign_stats_v1/bigconfig.yml	2024-12-03 22:09:02.000000000 +0000
@@ -1,7 +1,6 @@
 type: BIGCONFIG_FILE
-
 tag_deployments:
-  - collection:
+- collection:
       name: Growth Program
     deployments:
       - column_selectors:
@@ -18,8 +17,7 @@
         metrics:
           - saved_metric_id: freshness
           - saved_metric_id: volume
-
-  - collection:
+- collection:
       name: Operational Checks
     deployments:
       - column_selectors:
@@ -27,3 +25,21 @@
         metrics:
           - saved_metric_id: freshness
           - saved_metric_id: volume
+- deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.apple_ads_external.ios_app_campaign_stats_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_name: FRESHNESS [warn]
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_name: VOLUME [fail]
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC

Link to full diff

[clouserw]

Thanks for landing. I see data in the table. I created mozilla/lookml-generator#1116 to be able to access it in Looker