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CLI command to automate some migration of ETL checks to Bigeye #6362

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CLI command to automate some migration of ETL checks to Bigeye #6362

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scholtzan
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@scholtzan scholtzan commented Oct 16, 2024 •
edited by data-sync-user
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Description

This adds a temporary CLI bqetl monitoring migrate command which will translate default ETL checks to BigConfig configurations. This is not 100% accurate and doesn't support custom SQL (as BigConfig doesn't support it). Migrated checks should still be checked manually for correctness. But this is at least a starting point and should cover a large portion of default ETL checks

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┆Issue is synchronized with this Jira Task

@scholtzan scholtzan force-pushed the cli-migrate-from-etl-check branch 3 times, most recently from 8554f31 to 8c5369e Compare October 16, 2024 21:30
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Integration report for "Update bigconfigs"

sql.diff

Click to expand! 
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/dags/bqetl_ssl_ratios.py /tmp/workspace/generated-sql/dags/bqetl_ssl_ratios.py
--- /tmp/workspace/main-generated-sql/dags/bqetl_ssl_ratios.py	2024-10-16 21:45:20.000000000 +0000
+++ /tmp/workspace/generated-sql/dags/bqetl_ssl_ratios.py	2024-10-16 21:57:03.000000000 +0000
@@ -63,6 +63,16 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
+    bigeye__telemetry_derived__ssl_ratios__v1 = RunMetricsOperator(
+        task_id="bigeye__telemetry_derived__ssl_ratios__v1",
+        connection_id="bigeye_connection",
+        warehouse_id=1939,
+        schema_name="moz-fx-data-shared-prod.telemetry_derived",
+        table_name="ssl_ratios_v1",
+        circuit_breaker_mode=False,
+        retries=0,
+    )
+
     checks__fail_telemetry_derived__ssl_ratios__v1 = bigquery_dq_check(
         task_id="checks__fail_telemetry_derived__ssl_ratios__v1",
         source_table="ssl_ratios_v1",
@@ -87,6 +97,10 @@
         depends_on_past=False,
     )
 
+    bigeye__telemetry_derived__ssl_ratios__v1.set_upstream(
+        telemetry_derived__ssl_ratios__v1
+    )
+
     checks__fail_telemetry_derived__ssl_ratios__v1.set_upstream(
         telemetry_derived__ssl_ratios__v1
     )
Only in /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fxci_derived/worker_costs_v1: backfill.yaml
Only in /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/monitoring_derived: outerbounds_gpu_hours_v1
Only in /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/telemetry_derived/ssl_ratios_v1: bigconfig.yml
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml	2024-10-16 21:47:48.000000000 +0000
@@ -1,49 +1,49 @@
 fields:
-- mode: NULLABLE
-  name: submission_date
+- name: submission_date
   type: DATE
-- mode: NULLABLE
-  name: source
+  mode: NULLABLE
+- name: source
   type: STRING
-- mode: NULLABLE
-  name: event_type
+  mode: NULLABLE
+- name: event_type
   type: STRING
-- mode: NULLABLE
-  name: form_factor
+  mode: NULLABLE
+- name: form_factor
   type: STRING
-- mode: NULLABLE
-  name: country
+  mode: NULLABLE
+- name: country
   type: STRING
-- mode: NULLABLE
-  name: subdivision1
+  mode: NULLABLE
+- name: subdivision1
   type: STRING
-- mode: NULLABLE
-  name: advertiser
+  mode: NULLABLE
+- name: advertiser
   type: STRING
-- mode: NULLABLE
-  name: release_channel
+  mode: NULLABLE
+- name: release_channel
   type: STRING
-- mode: NULLABLE
-  name: position
+  mode: NULLABLE
+- name: position
   type: INTEGER
-- mode: NULLABLE
-  name: provider
+  mode: NULLABLE
+- name: provider
   type: STRING
-- mode: NULLABLE
-  name: match_type
+  mode: NULLABLE
+- name: match_type
   type: STRING
-- mode: NULLABLE
-  name: normalized_os
+  mode: NULLABLE
+- name: normalized_os
   type: STRING
-- mode: NULLABLE
-  name: suggest_data_sharing_enabled
+  mode: NULLABLE
+- name: suggest_data_sharing_enabled
   type: BOOLEAN
-- mode: NULLABLE
-  name: event_count
+  mode: NULLABLE
+- name: event_count
   type: INTEGER
-- mode: NULLABLE
-  name: user_count
+  mode: NULLABLE
+- name: user_count
   type: INTEGER
-- mode: NULLABLE
-  name: query_type
+  mode: NULLABLE
+- name: query_type
   type: STRING
+  mode: NULLABLE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml	2024-10-16 21:47:44.000000000 +0000
@@ -1,40 +1,40 @@
 fields:
-- mode: NULLABLE
-  name: submission_date
+- name: submission_date
   type: DATE
-- mode: NULLABLE
-  name: form_factor
+  mode: NULLABLE
+- name: form_factor
   type: STRING
-- mode: NULLABLE
-  name: country
+  mode: NULLABLE
+- name: country
   type: STRING
-- mode: NULLABLE
-  name: advertiser
+  mode: NULLABLE
+- name: advertiser
   type: STRING
-- mode: NULLABLE
-  name: normalized_os
+  mode: NULLABLE
+- name: normalized_os
   type: STRING
-- mode: NULLABLE
-  name: release_channel
+  mode: NULLABLE
+- name: release_channel
   type: STRING
-- mode: NULLABLE
-  name: position
+  mode: NULLABLE
+- name: position
   type: INTEGER
-- mode: NULLABLE
-  name: provider
+  mode: NULLABLE
+- name: provider
   type: STRING
-- mode: NULLABLE
-  name: match_type
+  mode: NULLABLE
+- name: match_type
   type: STRING
-- mode: NULLABLE
-  name: suggest_data_sharing_enabled
+  mode: NULLABLE
+- name: suggest_data_sharing_enabled
   type: BOOLEAN
-- mode: NULLABLE
-  name: impression_count
+  mode: NULLABLE
+- name: impression_count
   type: INTEGER
-- mode: NULLABLE
-  name: click_count
+  mode: NULLABLE
+- name: click_count
   type: INTEGER
-- mode: NULLABLE
-  name: query_type
+  mode: NULLABLE
+- name: query_type
   type: STRING
+  mode: NULLABLE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml	2024-10-16 21:48:00.000000000 +0000
@@ -26,6 +26,9 @@
 - name: adjust_network
   type: STRING
   mode: NULLABLE
+- name: install_source
+  type: STRING
+  mode: NULLABLE
 - name: retained_week_2
   type: BOOLEAN
   mode: NULLABLE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml	2024-10-16 21:48:06.000000000 +0000
@@ -48,6 +48,10 @@
   description: 'The type of source of a client installation.
 
     '
+- name: install_source
+  type: STRING
+  mode: NULLABLE
+  description: null
 - name: new_profiles
   type: INTEGER
   mode: NULLABLE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/use_counters/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/use_counters/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/use_counters/schema.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/use_counters/schema.yaml	2024-10-16 21:49:02.000000000 +0000
@@ -1,11 +1,11 @@
 fields:
 - name: normalized_app_id
-  mode: NULLABLE
   type: STRING
+  mode: NULLABLE
   description: App ID of the channel data was received from
 - name: normalized_channel
-  mode: NULLABLE
   type: STRING
+  mode: NULLABLE
   description: Normalized channel name
 - name: additional_properties
   type: STRING
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:54:14.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.attribution_clients_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.attribution_clients_v1
+  - fq_table_name: moz-fx-data-shared-prod.fenix_derived.attribution_clients_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -34,6 +34,6 @@
   - moz-fx-data-shared-prod.fenix.metrics
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/query.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/query.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/query.sql	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/attribution_clients_v1/query.sql	2024-10-16 21:47:27.000000000 +0000
@@ -5,7 +5,6 @@
     client_id,
     sample_id,
     distribution_id,
-    install_source,
   FROM
     `moz-fx-data-shared-prod.fenix.baseline_clients_first_seen`
   WHERE
@@ -186,7 +185,7 @@
   @submission_date AS submission_date,
   client_id,
   sample_id,
-  COALESCE(new_profiles.install_source, metrics_ping.install_source) AS install_source,
+  metrics_ping.install_source,
   COALESCE(first_session_ping.adjust_info, metrics_ping.adjust_info) AS adjust_info,
   first_session_ping.play_store_info,
   first_session_ping.meta_info,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/bigconfig.yml	2024-10-16 21:54:12.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.engagement_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.engagement_v1
+  - fq_table_name: moz-fx-data-shared-prod.fenix_derived.engagement_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/engagement_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -36,6 +36,6 @@
   - moz-fx-data-shared-prod.fenix.engagement_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:54:10.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.new_profiles_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.new_profiles_v1
+  - fq_table_name: moz-fx-data-shared-prod.fenix_derived.new_profiles_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -33,6 +33,6 @@
   - moz-fx-data-shared-prod.fenix.new_profile_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/bigconfig.yml	2024-10-16 21:54:13.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.retention_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.fenix_derived.retention_v1
+  - fq_table_name: moz-fx-data-shared-prod.fenix_derived.retention_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/retention_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -45,6 +45,6 @@
   - moz-fx-data-shared-prod.fenix.retention_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:54:11.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.attribution_clients_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.attribution_clients_v1
+  - fq_table_name: moz-fx-data-shared-prod.firefox_ios_derived.attribution_clients_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:52:38.000000000 +0000
@@ -34,6 +34,6 @@
   - moz-fx-data-shared-prod.firefox_ios.metrics
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/bigconfig.yml	2024-10-16 21:54:13.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.engagement_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.engagement_v1
+  - fq_table_name: moz-fx-data-shared-prod.firefox_ios_derived.engagement_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/engagement_v1/metadata.yaml	2024-10-16 21:52:38.000000000 +0000
@@ -36,6 +36,6 @@
   - moz-fx-data-shared-prod.firefox_ios.engagement_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:54:14.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.new_profiles_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.new_profiles_v1
+  - fq_table_name: moz-fx-data-shared-prod.firefox_ios_derived.new_profiles_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:52:38.000000000 +0000
@@ -33,6 +33,6 @@
   - moz-fx-data-shared-prod.firefox_ios.new_profile_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/bigconfig.yml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/bigconfig.yml	2024-10-16 21:54:10.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.retention_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.firefox_ios_derived.retention_v1
+  - fq_table_name: moz-fx-data-shared-prod.firefox_ios_derived.retention_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/metadata.yaml	2024-10-16 21:40:02.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_ios_derived/retention_v1/metadata.yaml	2024-10-16 21:52:38.000000000 +0000
@@ -45,6 +45,6 @@
   - moz-fx-data-shared-prod.firefox_ios.retention_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:54:12.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.attribution_clients_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.attribution_clients_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_android_derived.attribution_clients_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:52:34.000000000 +0000
@@ -32,6 +32,6 @@
   - moz-fx-data-shared-prod.focus_android.baseline_clients_first_seen
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/bigconfig.yml	2024-10-16 21:54:09.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.engagement_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.engagement_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_android_derived.engagement_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/engagement_v1/metadata.yaml	2024-10-16 21:52:34.000000000 +0000
@@ -36,6 +36,6 @@
   - moz-fx-data-shared-prod.focus_android.engagement_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:54:10.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.new_profiles_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.new_profiles_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_android_derived.new_profiles_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:52:34.000000000 +0000
@@ -33,6 +33,6 @@
   - moz-fx-data-shared-prod.focus_android.new_profile_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/bigconfig.yml	2024-10-16 21:54:14.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.retention_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_android_derived.retention_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_android_derived.retention_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_android_derived/retention_v1/metadata.yaml	2024-10-16 21:52:34.000000000 +0000
@@ -45,6 +45,6 @@
   - moz-fx-data-shared-prod.focus_android.retention_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/bigconfig.yml	2024-10-16 21:54:12.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.attribution_clients_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.attribution_clients_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_ios_derived.attribution_clients_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/attribution_clients_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -32,6 +32,6 @@
   - moz-fx-data-shared-prod.focus_ios.baseline_clients_first_seen
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/bigconfig.yml	2024-10-16 21:54:10.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.engagement_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.engagement_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_ios_derived.engagement_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/engagement_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -36,6 +36,6 @@
   - moz-fx-data-shared-prod.focus_ios.engagement_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/bigconfig.yml	2024-10-16 21:54:10.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.new_profiles_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.new_profiles_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_ios_derived.new_profiles_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/new_profiles_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -33,6 +33,6 @@
   - moz-fx-data-shared-prod.focus_ios.new_profile_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/bigconfig.yml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/bigconfig.yml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/bigconfig.yml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/bigconfig.yml	2024-10-16 21:54:11.000000000 +0000
@@ -1,9 +1,28 @@
 type: BIGCONFIG_FILE
+tag_deployments:
+- collection:
+    name: Browser KPI Metrics
+  deployments:
+  - column_selectors:
+    - name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.retention_v1.*
+    metrics:
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: FRESHNESS
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
+    - metric_type:
+        type: PREDEFINED
+        predefined_metric: VOLUME
+      metric_schedule:
+        named_schedule:
+          name: Default Schedule - 13:00 UTC
 table_deployments:
 - collection:
-    name: Browser Metrics (non-KPI)
+    name: Browser KPI Metrics
   deployments:
-  - fq_table_name: moz-fx-data-shared-prod.moz-fx-data-shared-prod.focus_ios_derived.retention_v1
+  - fq_table_name: moz-fx-data-shared-prod.focus_ios_derived.retention_v1
     table_metrics:
     - metric_type:
         type: PREDEFINED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/metadata.yaml	2024-10-16 21:40:03.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/focus_ios_derived/retention_v1/metadata.yaml	2024-10-16 21:52:40.000000000 +0000
@@ -45,6 +45,6 @@
   - moz-fx-data-shared-prod.focus_ios.retention_clients
 monitoring:
   enabled: true
-  collection: Browser Metrics (non-KPI)
+  collection: Browser KPI Metrics
   partition_column: null
   partition_column_set: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fxci_derived/worker_costs_v1/backfill.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fxci_derived/worker_costs_v1/backfill.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fxci_derived/worker_costs_v1/backfill.yaml	2024-10-16 21:39:15.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fxci_derived/worker_costs_v1/backfill.yaml	1970-01-01 00:00:00.000000000 +0000
@@ -1,8 +0,0 @@
-2024-10-15:
-  start_date: 2024-09-01
-  end_date: 2024-10-12
-  reason: Bug 1923976 - Data missing from base table due to derived job running too early
-  watchers:
-  - ahalberstadt@mozilla.com
-  status: Complete
-  shredder_mitigation: false
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_page/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_page/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_page/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_page/schema.yaml	2024-10-16 21:47:33.000000000 +0000
@@ -6,9 +6,10 @@
 - name: site_url
   type: STRING
   mode: NULLABLE
-  description: |-
-    For domain properties, this will be `sc-domain:` followed by the domain name.
-    For URL-prefix properties, it will be the full URL of the property definition.
+  description: 'For domain properties, this will be `sc-domain:` followed by the domain
+    name.
+
+    For URL-prefix properties, it will be the full URL of the property definition.'
 - name: site_domain_name
   type: STRING
   mode: NULLABLE
@@ -28,19 +29,23 @@
 - name: localized_site_code
   type: STRING
   mode: NULLABLE
-  description: Localized site code such as `en-US` or `de` found in the first segment of the page URL path (if any).
+  description: Localized site code such as `en-US` or `de` found in the first segment
+    of the page URL path (if any).
 - name: localized_site
   type: STRING
   mode: NULLABLE
-  description: Description of the localized site language and/or country based on `localized_site_code` (if any).
+  description: Description of the localized site language and/or country based on
+    `localized_site_code` (if any).
 - name: localized_site_language_code
   type: STRING
   mode: NULLABLE
-  description: Localized site language code in ISO-639-alpha-2 format found in the first segment of the page URL path (if any).
+  description: Localized site language code in ISO-639-alpha-2 format found in the
+    first segment of the page URL path (if any).
 - name: localized_site_language
   type: STRING
   mode: NULLABLE
-  description: Localized site language based on `localized_site_language_code` (if any).
+  description: Localized site language based on `localized_site_language_code` (if
+    any).
 - name: query
   type: STRING
   mode: NULLABLE
@@ -48,20 +53,15 @@
 - name: query_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Type of search query:
-      * Brand: Query contained one or more Mozilla brand keywords.
-      * Non-Brand: Query didn't contain any Mozilla brand keywords.
-      * Unknown: Query couldn't be classified.
+  description: "Type of search query:\n  * Brand: Query contained one or more Mozilla\
+    \ brand keywords.\n  * Non-Brand: Query didn't contain any Mozilla brand keywords.\n\
+    \  * Unknown: Query couldn't be classified."
 - name: search_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Where the link was seen by the user:
-      * Web: In Google Search's default "All" tab.
-      * Image: In Google Search's "Images" tab.
-      * Video: In Google Search's "Videos" tab.
-      * News: In Google Search's "News" tab.
+  description: "Where the link was seen by the user:\n  * Web: In Google Search's\
+    \ default \"All\" tab.\n  * Image: In Google Search's \"Images\" tab.\n  * Video:\
+    \ In Google Search's \"Videos\" tab.\n  * News: In Google Search's \"News\" tab."
 - name: user_country_code
   type: STRING
   mode: NULLABLE
@@ -81,12 +81,13 @@
 - name: device_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    The type of device on which the user was searching: Desktop, Mobile, or Tablet.
+  description: 'The type of device on which the user was searching: Desktop, Mobile,
+    or Tablet.'
 - name: impressions
   type: INTEGER
   mode: NULLABLE
-  description: The number of times that search results with a link to the page were shown to a user.
+  description: The number of times that search results with a link to the page were
+    shown to a user.
 - name: clicks
   type: INTEGER
   mode: NULLABLE
@@ -94,4 +95,5 @@
 - name: average_position
   type: FLOAT
   mode: NULLABLE
-  description: The average position of the page in the search results, where `1` is the topmost position.
+  description: The average position of the page in the search results, where `1` is
+    the topmost position.
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_site/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_site/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_site/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/limited_historical_search_impressions_by_site/schema.yaml	2024-10-16 21:47:33.000000000 +0000
@@ -6,9 +6,10 @@
 - name: site_url
   type: STRING
   mode: NULLABLE
-  description: |-
-    For domain properties, this will be `sc-domain:` followed by the domain name.
-    For URL-prefix properties, it will be the full URL of the property definition.
+  description: 'For domain properties, this will be `sc-domain:` followed by the domain
+    name.
+
+    For URL-prefix properties, it will be the full URL of the property definition.'
 - name: site_domain_name
   type: STRING
   mode: NULLABLE
@@ -20,20 +21,15 @@
 - name: query_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Type of search query:
-      * Brand: Query contained one or more Mozilla brand keywords.
-      * Non-Brand: Query didn't contain any Mozilla brand keywords.
-      * Unknown: Query couldn't be classified.
+  description: "Type of search query:\n  * Brand: Query contained one or more Mozilla\
+    \ brand keywords.\n  * Non-Brand: Query didn't contain any Mozilla brand keywords.\n\
+    \  * Unknown: Query couldn't be classified."
 - name: search_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Where the link was seen by the user:
-      * Web: In Google Search's default "All" tab.
-      * Image: In Google Search's "Images" tab.
-      * Video: In Google Search's "Videos" tab.
-      * News: In Google Search's "News" tab.
+  description: "Where the link was seen by the user:\n  * Web: In Google Search's\
+    \ default \"All\" tab.\n  * Image: In Google Search's \"Images\" tab.\n  * Video:\
+    \ In Google Search's \"Videos\" tab.\n  * News: In Google Search's \"News\" tab."
 - name: user_country_code
   type: STRING
   mode: NULLABLE
@@ -53,17 +49,20 @@
 - name: device_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    The type of device on which the user was searching: Desktop, Mobile, or Tablet.
+  description: 'The type of device on which the user was searching: Desktop, Mobile,
+    or Tablet.'
 - name: impressions
   type: INTEGER
   mode: NULLABLE
-  description: The number of times that search results with at least one link to the site were shown to a user.
+  description: The number of times that search results with at least one link to the
+    site were shown to a user.
 - name: clicks
   type: INTEGER
   mode: NULLABLE
-  description: The number of times a user clicked at least one search result link to the site.
+  description: The number of times a user clicked at least one search result link
+    to the site.
 - name: average_top_position
   type: FLOAT
   mode: NULLABLE
-  description: The average top position of the site in the search results, where `1` is the topmost position.
+  description: The average top position of the site in the search results, where `1`
+    is the topmost position.
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_page/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_page/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_page/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_page/schema.yaml	2024-10-16 21:47:50.000000000 +0000
@@ -6,9 +6,10 @@
 - name: site_url
   type: STRING
   mode: NULLABLE
-  description: |-
-    For domain properties, this will be `sc-domain:` followed by the domain name.
-    For URL-prefix properties, it will be the full URL of the property definition.
+  description: 'For domain properties, this will be `sc-domain:` followed by the domain
+    name.
+
+    For URL-prefix properties, it will be the full URL of the property definition.'
 - name: site_domain_name
   type: STRING
   mode: NULLABLE
@@ -16,99 +17,104 @@
 - name: page_url
   type: STRING
   mode: NULLABLE
-  description: |-
-    The final page URL linked by a search result after any skip redirects.
-    This will be null for anonymized Discover impressions.
+  description: 'The final page URL linked by a search result after any skip redirects.
+
+    This will be null for anonymized Discover impressions.'
 - name: page_domain_name
   type: STRING
   mode: NULLABLE
-  description: |-
-    Domain name of the page URL.
-    This will be null for anonymized Discover impressions.
+  description: 'Domain name of the page URL.
+
+    This will be null for anonymized Discover impressions.'
 - name: page_path
   type: STRING
   mode: NULLABLE
-  description: |-
-    The path part of the page URL.
-    This will be null for anonymized Discover impressions.
+  description: 'The path part of the page URL.
+
+    This will be null for anonymized Discover impressions.'
 - name: localized_site_code
   type: STRING
   mode: NULLABLE
-  description: |-
-    Localized site code such as `en-US` or `de` found in the first segment of the page URL path (if any).
-    This will be null for anonymized Discover impressions.
+  description: 'Localized site code such as `en-US` or `de` found in the first segment
+    of the page URL path (if any).
+
+    This will be null for anonymized Discover impressions.'
 - name: localized_site
   type: STRING
   mode: NULLABLE
-  description: |-
-    Description of the localized site language and/or country based on `localized_site_code` (if any).
-    This will be null for anonymized Discover impressions.
+  description: 'Description of the localized site language and/or country based on
+    `localized_site_code` (if any).
+
+    This will be null for anonymized Discover impressions.'
 - name: localized_site_language_code
   type: STRING
   mode: NULLABLE
-  description: |-
-    Localized site language code in ISO-639-alpha-2 format found in the first segment of the page URL path (if any).
-    This will be null for anonymized Discover impressions.
+  description: 'Localized site language code in ISO-639-alpha-2 format found in the
+    first segment of the page URL path (if any).
+
+    This will be null for anonymized Discover impressions.'
 - name: localized_site_language
   type: STRING
   mode: NULLABLE
-  description: |-
-    Localized site language based on `localized_site_language_code` (if any).
-    This will be null for anonymized Discover impressions.
+  description: 'Localized site language based on `localized_site_language_code` (if
+    any).
+
+    This will be null for anonymized Discover impressions.'
 - name: query
   type: STRING
   mode: NULLABLE
-  description: |-
-    The search query.
-    This will be null for anonymized search impressions, and all Discover and Google News search impressions.
+  description: 'The search query.
+
+    This will be null for anonymized search impressions, and all Discover and Google
+    News search impressions.'
 - name: query_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Type of search query:
-      * Anonymized: Query was redacted by Google to protect the users' privacy.
-      * Brand: Query contained one or more Mozilla brand keywords.
-      * Non-Brand: Query didn't contain any Mozilla brand keywords.
-      * Unknown: Query couldn't be classified.
-    This will be null for all Discover and Google News search impressions.
+  description: "Type of search query:\n  * Anonymized: Query was redacted by Google\
+    \ to protect the users' privacy.\n  * Brand: Query contained one or more Mozilla\
+    \ brand keywords.\n  * Non-Brand: Query didn't contain any Mozilla brand keywords.\n\
+    \  * Unknown: Query couldn't be classified.\nThis will be null for all Discover\
+    \ and Google News search impressions."
 - name: is_anonymized
   type: BOOLEAN
   mode: NULLABLE
-  description: |-
-    Whether Google has anonymized the search impression to protect the users' privacy.
+  description: 'Whether Google has anonymized the search impression to protect the
+    users'' privacy.
+
     The `query` field will be null for anonymized search impressions.
-    The `country_code`, `page_url`, and related fields will be null for anonymized Discover impressions.
+
+    The `country_code`, `page_url`, and related fields will be null for anonymized
+    Discover impressions.'
 - name: has_good_page_experience
   type: BOOLEAN
   mode: NULLABLE
-  description: Whether Google Search considers the page to be providing a good page experience.
+  description: Whether Google Search considers the page to be providing a good page
+    experience.
 - name: search_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Where the link was seen by the user:
-      * Web: In Google Search's default "All" tab.
-      * Image: In Google Search's "Images" tab.
-      * Video: In Google Search's "Videos" tab.
-      * News: In Google Search's "News" tab.
-      * Discover: In Google's Discover feed.
-      * Google News: On news.google.com or in the Google News app on Android and iOS.
+  description: "Where the link was seen by the user:\n  * Web: In Google Search's\
+    \ default \"All\" tab.\n  * Image: In Google Search's \"Images\" tab.\n  * Video:\
+    \ In Google Search's \"Videos\" tab.\n  * News: In Google Search's \"News\" tab.\n\
+    \  * Discover: In Google's Discover feed.\n  * Google News: On news.google.com\
+    \ or in the Google News app on Android and iOS."
 - name: search_appearance
   type: STRING
   mode: NULLABLE
-  description: How the search result appeared (e.g. normal result, translated result, video).
+  description: How the search result appeared (e.g. normal result, translated result,
+    video).
 - name: user_country_code
   type: STRING
   mode: NULLABLE
-  description: |-
-    Country from which the user was searching, in ISO-3166-1-alpha-3 format.
-    This will be null for anonymized Discover impressions.
+  description: 'Country from which the user was searching, in ISO-3166-1-alpha-3 format.
+
+    This will be null for anonymized Discover impressions.'
 - name: user_country
   type: STRING
   mode: NULLABLE
-  description: |-
-    Country from which the user was searching.
-    This will be null for anonymized Discover impressions.
+  description: 'Country from which the user was searching.
+
+    This will be null for anonymized Discover impressions.'
 - name: user_region
   type: STRING
   mode: NULLABLE
@@ -120,13 +126,15 @@
 - name: device_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    The type of device on which the user was searching: Desktop, Mobile, or Tablet.
-    This will be null for Discover impressions.
+  description: 'The type of device on which the user was searching: Desktop, Mobile,
+    or Tablet.
+
+    This will be null for Discover impressions.'
 - name: impressions
   type: INTEGER
   mode: NULLABLE
-  description: The number of times that search results with a link to the page were shown to a user.
+  description: The number of times that search results with a link to the page were
+    shown to a user.
 - name: clicks
   type: INTEGER
   mode: NULLABLE
@@ -134,6 +142,7 @@
 - name: average_position
   type: FLOAT
   mode: NULLABLE
-  description: |-
-    The average position of the page in the search results, where `1` is the topmost position.
-    This will be null for Discover and Google News search impressions.
+  description: 'The average position of the page in the search results, where `1`
+    is the topmost position.
+
+    This will be null for Discover and Google News search impressions.'
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_site/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_site/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_site/schema.yaml	2024-10-16 21:39:14.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/google_search_console/search_impressions_by_site/schema.yaml	2024-10-16 21:47:32.000000000 +0000
@@ -6,9 +6,10 @@
 - name: site_url
   type: STRING
   mode: NULLABLE
-  description: |-
-    For domain properties, this will be `sc-domain:` followed by the domain name.
-    For URL-prefix properties, it will be the full URL of the property definition.
+  description: 'For domain properties, this will be `sc-domain:` followed by the domain
+    name.
+
+    For URL-prefix properties, it will be the full URL of the property definition.'
 - name: site_domain_name
   type: STRING
   mode: NULLABLE
@@ -20,27 +21,23 @@
 - name: query_type
   type: STRING
   mode: NULLABLE
-  description: |-
-    Type of search query:
-      * Anonymized: Query was redacted by Google to protect the users' privacy.
-      * Brand: Query contained one or more Mozilla brand keywords.
-      * Non-Brand: Query didn't contain any Mozilla brand keywords.
-      * Unk

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@scholtzan @dataops-ci-bot