[DENG-9705] dry running queries as CREATE VIEW statements

[scholtzan]

Description

Dry running CREATE VIEW statements is potentially faster as the dry run doesn’t need to access any partition metadata. This PR is re-writing queries as CREATE VIEW statements

Related Tickets & Documents

https://mozilla-hub.atlassian.net/browse/DENG-9705

Reviewer, please follow this checklist

[dataops-ci-bot]

Integration report for "[run-tests] Substitute UDFs"

sql.diff

Click to expand!

diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:24.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_backend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:42.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -39,7 +39,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -49,7 +49,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -48,7 +48,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:42.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/metrics_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/metrics_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_cirrus_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -34,7 +34,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_frontend_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_frontend_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/accounts_frontend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/accounts_frontend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:42.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/analysis/bqetl_default_task_v1/query.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/analysis/bqetl_default_task_v1/query.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/analysis/bqetl_default_task_v1/query.sql	2025-10-28 18:49:24.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/analysis/bqetl_default_task_v1/query.sql	2025-10-28 18:48:16.000000000 +0000
@@ -2,6 +2,6 @@
 SELECT
   *
 FROM
-  (SELECT 1)
+  (SELECT 1 AS field)
 WHERE
   FALSE
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/bedrock_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/bedrock_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/bedrock_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/bedrock_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:42.000000000 +0000
@@ -119,7 +119,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -39,7 +39,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_first_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_first_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -49,7 +49,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_last_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_last_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -48,7 +48,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -34,7 +34,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_last_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_last_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_last_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/burnham_derived/metrics_clients_last_seen_v1/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -48,7 +48,7 @@
   enabled: false
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
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	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml	2025-10-28 18:54:07.000000000 +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	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml	2025-10-28 18:54:09.000000000 +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/debug_ping_view_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/debug_ping_view_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/debug_ping_view_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/debug_ping_view_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:43.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -39,7 +39,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_first_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_first_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -49,7 +49,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_last_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_last_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -51,7 +51,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:43.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/metrics_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/metrics_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_backend_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 19:02:09.000000000 +0000
@@ -34,7 +34,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_daily_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -39,7 +39,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_first_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -49,7 +49,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/baseline_clients_last_seen_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -51,7 +51,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/event_monitoring_live_v1/materialized_view.sql	2025-10-28 18:52:43.000000000 +0000
@@ -53,7 +53,7 @@
 FROM
   combined
 WHERE
-  DATE(submission_timestamp) >= "2025-10-27"
+  DATE(submission_timestamp) >= "2025-10-28"
 GROUP BY
   submission_date,
   window_start,
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/metrics_clients_daily_v1/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/metrics_clients_daily_v1/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/experimenter_cirrus_derived/metrics_clients_daily_v1/metadata.yaml	2025-10-28 19:02:10.000000000 +0000
@@ -34,7 +34,7 @@
   enabled: true
   collection: null
   partition_column: null
-  partition_column_set: true
+  partition_column_set: false
   freshness:
     blocking: false
   volume:
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/broken_site_report/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/broken_site_report/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/broken_site_report/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/broken_site_report/metadata.yaml	2025-10-28 19:02:09.000000000 +0000
@@ -1,6 +1,10 @@
-friendly_name: Broken Site Report
+friendly_name: App-specific view for Glean ping "broken-site-report"
 description: |-
-  Please provide a description for the query
+  This a view that UNIONs the stable ping tables
+  across all channels of the Glean application "Firefox for Android"
+  (org_mozilla_firefox.broken_site_report, org_mozilla_firefox_beta.broken_site_report, org_mozilla_fenix.broken_site_report, org_mozilla_fenix_nightly.broken_site_report, org_mozilla_fennec_aurora.broken_site_report).
+
+  It is used by Looker.
 owners: []
 labels: {}
 bigquery: null
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/crash/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/crash/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/crash/metadata.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/crash/metadata.yaml	2025-10-28 19:02:08.000000000 +0000
@@ -1,6 +1,10 @@
-friendly_name: Crash
+friendly_name: App-specific view for Glean ping "crash"
 description: |-
-  Please provide a description for the query
+  This a view that UNIONs the stable ping tables
+  across all channels of the Glean application "Firefox for Android"
+  (org_mozilla_firefox.crash, org_mozilla_firefox_beta.crash, org_mozilla_fenix.crash, org_mozilla_fenix_nightly.crash, org_mozilla_fennec_aurora.crash).
+
+  It is used by Looker.
 owners: []
 labels: {}
 bigquery: null
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	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml	2025-10-28 18:54:37.000000000 +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	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml	2025-10-28 18:54:28.000000000 +0000
@@ -48,6 +48,9 @@
   description: 'The type of source of a client installation.
 
     '
+- name: install_source
+  type: STRING
+  mode: NULLABLE
 - 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/metrics/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/metrics/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/metrics/schema.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/metrics/schema.yaml	2025-10-28 18:59:14.000000000 +0000
@@ -12674,7 +12674,8 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Failure occurs when initializing the audio stream.
+      description: 'Failure occurs when initializing the audio stream. (Migrated from
+        the geckoview metric of the same name).
 
         '
     - name: glean_validation_pings_submitted
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/schema.yaml	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/schema.yaml	2025-10-28 18:59:16.000000000 +0000
@@ -22,86 +22,54 @@
   - name: android_sdk_version
     type: STRING
     mode: NULLABLE
-    description: The optional Android specific SDK version of the software running
-      on this hardware device.
   - name: app_build
     type: STRING
     mode: NULLABLE
-    description: The build identifier generated by the CI system (e.g. "1234/A").
-      For language bindings that provide automatic detection for this value, (e.g.
-      Android/Kotlin), in the unlikely event that the build identifier can not be
-      retrieved from the OS, it is set to "inaccessible". For other language bindings,
-      if the value was not provided through configuration, this metric gets set to
-      `Unknown`.
   - name: app_channel
     type: STRING
     mode: NULLABLE
-    description: The channel the application is being distributed on.
   - name: app_display_version
     type: STRING
     mode: NULLABLE
-    description: The user visible version string (e.g. "1.0.3").  In the unlikely
-      event that the display version can not be retrieved, it is set to "inaccessible".
   - name: architecture
     type: STRING
     mode: NULLABLE
-    description: The architecture of the device, (e.g. "arm", "x86").
   - name: client_id
     type: STRING
     mode: NULLABLE
-    description: A UUID uniquely identifying the client.
   - name: device_manufacturer
     type: STRING
     mode: NULLABLE
-    description: The manufacturer of the device the application is running on. Not
-      set if the device manufacturer can't be determined (e.g. on Desktop).
   - name: device_model
     type: STRING
     mode: NULLABLE
-    description: The model of the device the application is running on. On Android,
-      this is Build.MODEL, the user-visible marketing name, like "Pixel 2 XL". Not
-      set if the device model can't be determined (e.g. on Desktop).
   - name: first_run_date
     type: STRING
     mode: NULLABLE
-    description: The date of the first run of the application.
   - name: locale
     type: STRING
     mode: NULLABLE
-    description: The locale of the application during initialization (e.g. "es-ES").
-      If the locale can't be determined on the system, the value is ["und"](https://unicode.org/reports/tr35/#Unknown_or_Invalid_Identifiers),
-      to indicate "undetermined".
   - name: os
     type: STRING
     mode: NULLABLE
-    description: 'The name of the operating system. Possible values: Android, iOS,
-      Linux, Darwin, Windows, FreeBSD, NetBSD, OpenBSD, Solaris, unknown'
   - name: os_version
     type: STRING
     mode: NULLABLE
-    description: The user-visible version of the operating system (e.g. "1.2.3").
-      If the version detection fails, this metric gets set to `Unknown`.
   - name: telemetry_sdk_build
     type: STRING
     mode: NULLABLE
-    description: The version of the Glean SDK
   - name: build_date
     type: STRING
     mode: NULLABLE
-    description: The date & time the application was built
   - name: windows_build_number
     type: INTEGER
     mode: NULLABLE
-    description: The optional Windows build number, reported by Windows (e.g. 22000)
-      and not set for other platforms
   - name: session_count
     type: INTEGER
     mode: NULLABLE
-    description: An optional running counter of the number of sessions for a client.
   - name: session_id
     type: STRING
     mode: NULLABLE
-    description: An optional UUID uniquely identifying the client's current session.
   - name: attribution
     type: RECORD
     mode: NULLABLE
@@ -109,23 +77,18 @@
     - name: campaign
       type: STRING
       mode: NULLABLE
-      description: The attribution campaign (e.g. 'mozilla-org').
     - name: content
       type: STRING
       mode: NULLABLE
-      description: The attribution content (e.g. 'firefoxview').
     - name: medium
       type: STRING
       mode: NULLABLE
-      description: The attribution medium (e.g. 'organic' for a search engine).
     - name: source
       type: STRING
       mode: NULLABLE
-      description: The attribution source (e.g. 'google-play').
     - name: term
       type: STRING
       mode: NULLABLE
-      description: The attribution term (e.g. 'browser with developer tools for android').
     - name: ext
       type: JSON
       mode: NULLABLE
@@ -136,7 +99,6 @@
     - name: name
       type: STRING
       mode: NULLABLE
-      description: The distribution name (e.g. 'MozillaOnline').
     - name: ext
       type: JSON
       mode: NULLABLE
@@ -181,21 +143,15 @@
     - name: country
       type: STRING
       mode: NULLABLE
-      description: An ISO 3166-1 alpha-2 country code
     - name: db_version
       type: STRING
       mode: NULLABLE
-      description: The specific geo database version used for this lookup
     - name: subdivision1
       type: STRING
       mode: NULLABLE
-      description: First major country subdivision, typically a state, province, or
-        county
     - name: subdivision2
       type: STRING
       mode: NULLABLE
-      description: Second major country subdivision; not applicable for most countries
-    description: Results of a geographic lookup based on the client's IP address
   - name: header
     type: RECORD
     mode: NULLABLE
@@ -203,35 +159,27 @@
     - name: date
       type: STRING
       mode: NULLABLE
-      description: Date HTTP header
     - name: dnt
       type: STRING
       mode: NULLABLE
-      description: DNT (Do Not Track) HTTP header
     - name: x_debug_id
       type: STRING
       mode: NULLABLE
-      description: X-Debug-Id HTTP header
     - name: x_pingsender_version
       type: STRING
       mode: NULLABLE
-      description: X-PingSender-Version HTTP header
     - name: x_source_tags
       type: STRING
       mode: NULLABLE
-      description: X-Source-Tags HTTP header
     - name: x_telemetry_agent
       type: STRING
       mode: NULLABLE
-      description: X-Telemetry-Agent HTTP header
     - name: x_foxsec_ip_reputation
       type: STRING
       mode: NULLABLE
-      description: X-Foxsec-IP-Reputation header
     - name: x_lb_tags
       type: STRING
       mode: NULLABLE
-      description: X-LB-Tags HTTP header
     - name: parsed_date
       type: TIMESTAMP
       mode: NULLABLE
@@ -248,7 +196,6 @@
       - name: tls_cipher_hex
         type: STRING
         mode: NULLABLE
-    description: Headers included in the client's HTTP request
   - name: user_agent
     type: RECORD
     mode: NULLABLE
@@ -262,7 +209,6 @@
     - name: version
       type: STRING
       mode: NULLABLE
-    description: Parsed components of the client's user agent string
   - name: isp
     type: RECORD
     mode: NULLABLE
@@ -270,17 +216,12 @@
     - name: db_version
       type: STRING
       mode: NULLABLE
-      description: The specific geo ISP database version used for this lookup
     - name: name
       type: STRING
       mode: NULLABLE
-      description: The name of the ISP associated with the client's IP address
     - name: organization
       type: STRING
       mode: NULLABLE
-      description: The name of a specific business entity associated with the client's
-        IP address when available; otherwise the ISP name
-    description: Results of ISP lookup based on the client's IP address
 - name: metrics
   type: RECORD
   mode: NULLABLE
@@ -292,87 +233,45 @@
     - name: migration_addons_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_bookmarks_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_fxa_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_fxa_has_custom_idp_server
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Is custom idp server configured?
-
-        '
     - name: migration_fxa_has_custom_token_server
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Is custom token server configured?
-
-        '
     - name: migration_gecko_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_history_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_logins_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_open_tabs_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_settings_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_settings_telemetry_enabled
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Is telemetry enabled after this migration?
-
-        '
     - name: migration_telemetry_identifiers_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_search_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
     - name: migration_pinned_sites_any_failures
       type: BOOLEAN
       mode: NULLABLE
-      description: 'Did this migration encounter any failures (exceptions)?
-
-        '
   - name: counter
     type: RECORD
     mode: NULLABLE
@@ -380,196 +279,99 @@
     - name: migration_addons_failed_addons
       type: INTEGER
       mode: NULLABLE
-      description: 'How many addons failed to migrate?
-
-        '
     - name: migration_addons_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_addons_migrated_addons
       type: INTEGER
       mode: NULLABLE
-      description: 'How many addons were migrated?
-
-        '
     - name: migration_addons_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_bookmarks_detected
       type: INTEGER
       mode: NULLABLE
-      description: 'Total number of detected bookmarks prior to a migration.
-
-        '
     - name: migration_fxa_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_fxa_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_history_detected
       type: INTEGER
       mode: NULLABLE
-      description: 'Total number of detected history items prior to a migration.
-
-        '
     - name: migration_logins_detected
       type: INTEGER
       mode: NULLABLE
-      description: 'How many logins were detected?
-
-        '
     - name: migration_logins_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_logins_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_logins_unsupported_db_version
       type: INTEGER
       mode: NULLABLE
-      description: 'If we couldn''t migrate due to an unsupported db version, what
-        was it?
-
-        '
     - name: migration_open_tabs_detected
       type: INTEGER
       mode: NULLABLE
-      description: 'Number of detected open tabs.
-
-        '
     - name: migration_open_tabs_migrated
       type: INTEGER
       mode: NULLABLE
-      description: 'Number of migrated open tabs.
-
-        '
     - name: migration_settings_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_settings_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_bookmarks_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_bookmarks_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_gecko_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_gecko_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_history_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_history_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_open_tabs_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_open_tabs_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_telemetry_identifiers_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_telemetry_identifiers_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_search_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_search_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_pinned_sites_detected_pinned_sites
       type: INTEGER
       mode: NULLABLE
-      description: 'How many pinned sites were detected?
-
-        '
     - name: migration_pinned_sites_failure_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration failed. See codes in TelemetryHelpers.kt
-
-        '
     - name: migration_pinned_sites_migrated_pinned_sites
       type: INTEGER
       mode: NULLABLE
-      description: 'How many pinned sites were migrated?
-
-        '
     - name: migration_pinned_sites_success_reason
       type: INTEGER
       mode: NULLABLE
-      description: 'Why this migration succeeded. See codes in TelemetryHelpers.kt
-
-        '
   - name: datetime
     type: RECORD
     mode: NULLABLE
@@ -577,9 +379,6 @@
     - name: migration_telemetry_identifiers_fennec_profile_creation_date
       type: STRING
       mode: NULLABLE
-      description: 'Records when the migrated Fennec profile was created.
-
-        '
     - name: raw_migration_telemetry_identifiers_fennec_profile_creation_date
       type: STRING
       mode: NULLABLE
@@ -712,41 +511,21 @@
     - name: migration_fxa_bad_auth_state
       type: STRING
       mode: NULLABLE
-      description: 'If we couldn''t migrate due to a bad auth state, what was it?
-
-        '
     - name: migration_fxa_failure_reason_rust
       type: STRING
       mode: NULLABLE
-      description: 'Why this migration failed (rust exception).
-
-        '
     - name: migration_fxa_unsupported_account_version
       type: STRING
       mode: NULLABLE
-      description: 'What is the detected unsupported account version?
-
-        '
     - name: migration_fxa_unsupported_pickle_version
       type: STRING
       mode: NULLABLE
-      description: 'What is the detected unsupported pickle version?
-
-        '
     - name: migration_fxa_unsupported_state_version
       type: STRING
       mode: NULLABLE
-      description: 'What is the detected unsupported state version?
-
-        '
     - name: glean_client_annotation_experimentation_id
       type: STRING
       mode: NULLABLE
-      description: 'An experimentation identifier derived and provided by the application
-
-        for the purpose of experimentation enrollment.
-
-        '
   - name: timespan
     type: RECORD
     mode: NULLABLE
@@ -761,9 +540,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Duration of the bookmarks migration (Rust operations).
-
-        '
     - name: migration_history_duration
       type: RECORD
       mode: NULLABLE
@@ -774,9 +550,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Duration of the history migration (Rust operations).
-
-        '
     - name: migration_addons_total_duration
       type: RECORD
       mode: NULLABLE
@@ -787,9 +560,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_bookmarks_total_duration
       type: RECORD
       mode: NULLABLE
@@ -800,9 +570,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_fxa_total_duration
       type: RECORD
       mode: NULLABLE
@@ -813,9 +580,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_gecko_total_duration
       type: RECORD
       mode: NULLABLE
@@ -826,9 +590,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_history_total_duration
       type: RECORD
       mode: NULLABLE
@@ -839,9 +600,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_logins_total_duration
       type: RECORD
       mode: NULLABLE
@@ -852,9 +610,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_open_tabs_total_duration
       type: RECORD
       mode: NULLABLE
@@ -865,9 +620,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_pinned_sites_total_duration
       type: RECORD
       mode: NULLABLE
@@ -878,9 +630,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_search_total_duration
       type: RECORD
       mode: NULLABLE
@@ -891,9 +640,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_settings_total_duration
       type: RECORD
       mode: NULLABLE
@@ -904,9 +650,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
     - name: migration_telemetry_identifiers_total_duration
       type: RECORD
       mode: NULLABLE
@@ -917,9 +660,6 @@
       - name: value
         type: INTEGER
         mode: NULLABLE
-      description: 'Total duration of this migration.
-
-        '
   - name: uuid
     type: RECORD
     mode: NULLABLE
@@ -927,9 +667,6 @@
     - name: migration_telemetry_identifiers_fennec_client_id
       type: STRING
       mode: NULLABLE
-      description: 'Records clientID of the migrated Fennec profile.
-
-        '
   - name: jwe
     type: RECORD
     mode: REPEATED
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/view.sql	2025-10-28 18:49:25.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/migration/view.sql	2025-10-28 18:53:24.000000000 +0000
@@ -41,13 +41,7 @@
   document_id,
   events,
   STRUCT(
-    STRUCT(
-      metadata.geo.city,
-      metadata.geo.country,
-      metadata.geo.db_version,
-      metadata.geo.subdivision1,
-      metadata.geo.subdivision2
-    ) AS `geo`,
+    metadata.geo,
     STRUCT(
       metadata.header.date,
       metadata.header.dnt,
@@ -62,7 +56,7 @@
       CAST(NULL AS STRUCT<`tls_version` STRING, `tls_cipher_hex` STRING>) AS `parsed_x_lb_tags`
     ) AS `header`,
     metadata.user_agent,
-    STRUCT(metadata.isp.db_version, metadata.isp.name, metadata.isp.organization) AS `isp`
+    metadata.isp
   ) AS `metadata`,
   STRUCT(
     STRUCT(
@@ -195,10 +189,79 @@
   ).channel AS normalized_channel,
   CAST(NULL AS DATE) AS `submission_date`,
   additional_properties,
-  client_info,
+  STRUCT(
+    client_info.android_sdk_version,
+    client_info.app_build,
+    client_info.app_channel,
+    client_info.app_display_version,
+    client_info.architecture,
+    client_info.client_id,
+    client_info.device_manufacturer,
+    client_info.device_model,
+    client_info.first_run_date,
+    client_info.locale,
+    client_info.os,
+    client_info.os_version,
+    client_info.telemetry_sdk_build,
+    client_info.build_date,
+    client_info.windows_build_number,
+    client_info.session_count,
+    client_info.session_id,
+    STRUCT(
+      client_info.attribution.campaign,
+      client_info.attribution.content,
+      client_info.attribution.medium,
+      client_info.attribution.source,
+      client_info.attribution.term,
+      client_info.attribution.ext
+    ) AS `attribution`,
+    STRUCT(client_info.distribution.name, client_info.distribution.ext) AS `distribution`
+  ) AS `client_info`,
   document_id,
-  events,
-  metadata,
+  ARRAY(
+    SELECT
+      STRUCT(
+        events.category,
+        ARRAY(
+          SELECT
+            STRUCT(extra.key, extra.value)
+          FROM
+            UNNEST(events.extra) AS `extra`
+        ) AS `extra`,
+        events.name,
+        events.timestamp
+      )
+    FROM
+      UNNEST(events) AS `events`
+  ) AS `events`,
+  STRUCT(
+    STRUCT(
+      metadata.geo.city,
+      metadata.geo.country,
+      metadata.geo.db_version,
+      metadata.geo.subdivision1,
+      metadata.geo.subdivision2
+    ) AS `geo`,
+    STRUCT(
+      metadata.header.date,
+      metadata.header.dnt,
+      metadata.header.x_debug_id,
+      metadata.header.x_pingsender_version,
+      metadata.header.x_source_tags,
+      metadata.header.x_telemetry_agent,
+      metadata.header.x_foxsec_ip_reputation,
+      metadata.header.x_lb_tags,
+      metadata.header.parsed_date,
+      metadata.header.parsed_x_source_tags,
+      metadata.header.parsed_x_lb_tags
+    ) AS `header`,
+    STRUCT(
+      metadata.user_agent.browser,
+      metadata.user_agent.os,
+      metadata.user_agent.version
+    ) AS `user_agent`,
+    STRUCT(metadata.isp.db_version, metadata.isp.name, metadata.isp.organization) AS `isp`
+  ) AS `metadata`,
   STRUCT(
     STRUCT(
       metrics.boolean.migration_addons_any_failures,
@@ -255,15 +318,65 @@
       metrics.datetime.raw_migration_telemetry_identifiers_fennec_profile_creation_date
     ) AS `datetime`,
     STRUCT(
-      metrics.labeled_counter.glean_error_invalid_label,
-      metrics.labeled_counter.glean_error_invalid_overflow,
-      metrics.labeled_counter.glean_error_invalid_state,
-      metrics.labeled_counter.glean_error_invalid_value,
-      metrics.labeled_counter.migration_bookmarks_migrated,
-      metrics.labeled_counter.migration_history_migrated,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_label.key, glean_error_invalid_label.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_label) AS `glean_error_invalid_label`
+      ) AS `glean_error_invalid_label`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_overflow.key, glean_error_invalid_overflow.value)
+        FROM
+          UNNEST(
+            metrics.labeled_counter.glean_error_invalid_overflow
+          ) AS `glean_error_invalid_overflow`
+      ) AS `glean_error_invalid_overflow`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_state.key, glean_error_invalid_state.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_state) AS `glean_error_invalid_state`
+      ) AS `glean_error_invalid_state`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_value.key, glean_error_invalid_value.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_value) AS `glean_error_invalid_value`
+      ) AS `glean_error_invalid_value`,
+      ARRAY(
+        SELECT
+          STRUCT(migration_bookmarks_migrated.key, migration_bookmarks_migrated.value)
+        FROM
+          UNNEST(
+            metrics.labeled_counter.migration_bookmarks_migrated
+          ) AS `migration_bookmarks_migrated`
+      ) AS `migration_bookmarks_migrated`,
+      ARRAY(
+        SELECT
+          STRUCT(migration_history_migrated.key, migration_history_migrated.value)
+        FROM
+          UNNEST(metrics.labeled_counter.migration_history_migrated) AS `migration_history_migrated`
+      ) AS `migration_history_migrated`,
+      ARRAY(
+        SELECT
+          STRUCT(migration_logins_failure_counts.key, migration_logins_failure_counts.value)
+        FROM
+          UNNEST(
       metrics.labeled_counter.migration_logins_failure_counts
+          ) AS `migration_logins_failure_counts`
+      ) AS `migration_logins_failure_counts`
     ) AS `labeled_counter`,
-    STRUCT(metrics.labeled_string.migration_migration_versions) AS `labeled_string`,
+    STRUCT(
+      ARRAY(
+        SELECT
+          STRUCT(migration_migration_versions.key, migration_migration_versions.value)
+        FROM
+          UNNEST(
+            metrics.labeled_string.migration_migration_versions
+          ) AS `migration_migration_versions`
+      ) AS `migration_migration_versions`
+    ) AS `labeled_string`,
     STRUCT(
       metrics.string.migration_fxa_bad_auth_state,
       metrics.string.migration_fxa_failure_reason_rust,
@@ -273,19 +386,58 @@
       metrics.string.glean_client_annotation_experimentation_id
     ) AS `string`,
     STRUCT(
-      metrics.timespan.migration_bookmarks_duration,
-      metrics.timespan.migration_history_duration,
-      metrics.timespan.migration_addons_total_duration,
-      metrics.timespan.migration_bookmarks_total_duration,
-      metrics.timespan.migration_fxa_total_duration,
-      metrics.timespan.migration_gecko_total_duration,
-      metrics.timespan.migration_history_total_duration,
-      metrics.timespan.migration_logins_total_duration,
-      metrics.timespan.migration_open_tabs_total_duration,
-      metrics.timespan.migration_pinned_sites_total_duration,
-      metrics.timespan.migration_search_total_duration,
-      metrics.timespan.migration_settings_total_duration,
-      metrics.timespan.migration_telemetry_identifiers_total_duration
+      STRUCT(
+        metrics.timespan.migration_bookmarks_duration.time_unit,
+        metrics.timespan.migration_bookmarks_duration.value
+      ) AS `migration_bookmarks_duration`,
+      STRUCT(
+        metrics.timespan.migration_history_duration.time_unit,
+        metrics.timespan.migration_history_duration.value
+      ) AS `migration_history_duration`,
+      STRUCT(
+        metrics.timespan.migration_addons_total_duration.time_unit,
+        metrics.timespan.migration_addons_total_duration.value
+      ) AS `migration_addons_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_bookmarks_total_duration.time_unit,
+        metrics.timespan.migration_bookmarks_total_duration.value
+      ) AS `migration_bookmarks_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_fxa_total_duration.time_unit,
+        metrics.timespan.migration_fxa_total_duration.value
+      ) AS `migration_fxa_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_gecko_total_duration.time_unit,
+        metrics.timespan.migration_gecko_total_duration.value
+      ) AS `migration_gecko_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_history_total_duration.time_unit,
+        metrics.timespan.migration_history_total_duration.value
+      ) AS `migration_history_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_logins_total_duration.time_unit,
+        metrics.timespan.migration_logins_total_duration.value
+      ) AS `migration_logins_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_open_tabs_total_duration.time_unit,
+        metrics.timespan.migration_open_tabs_total_duration.value
+      ) AS `migration_open_tabs_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_pinned_sites_total_duration.time_unit,
+        metrics.timespan.migration_pinned_sites_total_duration.value
+      ) AS `migration_pinned_sites_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_search_total_duration.time_unit,
+        metrics.timespan.migration_search_total_duration.value
+      ) AS `migration_search_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_settings_total_duration.time_unit,
+        metrics.timespan.migration_settings_total_duration.value
+      ) AS `migration_settings_total_duration`,
+      STRUCT(
+        metrics.timespan.migration_telemetry_identifiers_total_duration.time_unit,
+        metrics.timespan.migration_telemetry_identifiers_total_duration.value
+      ) AS `migration_telemetry_identifiers_total_duration`
     ) AS `timespan`,
     STRUCT(metrics.uuid.migration_telemetry_identifiers_fennec_client_id) AS `uuid`,
     CAST(NULL AS ARRAY<STRUCT<`key` STRING, `value` STRING>>) AS `jwe`,
@@ -309,7 +461,27 @@
   normalized_country_code,
   normalized_os,
   normalized_os_version,
-  ping_info,
+  STRUCT(
+    ping_info.end_time,
+    ARRAY(
+      SELECT
+        STRUCT(
+          experiments.key,
+          STRUCT(
+            experiments.value.branch,
+            STRUCT(experiments.value.extra.type, experiments.value.extra.enrollment_id) AS `extra`
+          ) AS `value`
+        )
+      FROM
+        UNNEST(ping_info.experiments) AS `experiments`
+    ) AS `experiments`,
+    ping_info.ping_type,
+    ping_info.reason,
+    ping_info.seq,
+    ping_info.start_time,
+    ping_info.parsed_start_time,
+    ping_info.parsed_end_time
+  ) AS `ping_info`,
   sample_id,
   submission_timestamp,
   app_version_major,
@@ -327,10 +499,79 @@
   ).channel AS normalized_channel,
   CAST(NULL AS DATE) AS `submission_date`,
   additional_properties,
-  client_info,
+  STRUCT(
+    client_info.android_sdk_version,
+    client_info.app_build,
+    client_info.app_channel,
+    client_info.app_display_version,
+    client_info.architecture,
+    client_info.client_id,
+    client_info.device_manufacturer,
+    client_info.device_model,
+    client_info.first_run_date,
+    client_info.locale,
+    client_info.os,
+    client_info.os_version,
+    client_info.telemetry_sdk_build,
+    client_info.build_date,
+    client_info.windows_build_number,
+    client_info.session_count,
+    client_info.session_id,
+    STRUCT(
+      client_info.attribution.campaign,
+      client_info.attribution.content,
+      client_info.attribution.medium,
+      client_info.attribution.source,
+      client_info.attribution.term,
+      client_info.attribution.ext
+    ) AS `attribution`,
+    STRUCT(client_info.distribution.name, client_info.distribution.ext) AS `distribution`
+  ) AS `client_info`,
   document_id,
-  events,
-  metadata,
+  ARRAY(
+    SELECT
+      STRUCT(
+        events.category,
+        ARRAY(
+          SELECT
+            STRUCT(extra.key, extra.value)
+          FROM
+            UNNEST(events.extra) AS `extra`
+        ) AS `extra`,
+        events.name,
+        events.timestamp
+      )
+    FROM
+      UNNEST(events) AS `events`
+  ) AS `events`,
+  STRUCT(
+    STRUCT(
+      metadata.geo.city,
+      metadata.geo.country,
+      metadata.geo.db_version,
+      metadata.geo.subdivision1,
+      metadata.geo.subdivision2
+    ) AS `geo`,
+    STRUCT(
+      metadata.header.date,
+      metadata.header.dnt,
+      metadata.header.x_debug_id,
+      metadata.header.x_pingsender_version,
+      metadata.header.x_source_tags,
+      metadata.header.x_telemetry_agent,
+      metadata.header.x_foxsec_ip_reputation,
+      metadata.header.x_lb_tags,
+      metadata.header.parsed_date,
+      metadata.header.parsed_x_source_tags,
+      metadata.header.parsed_x_lb_tags
+    ) AS `header`,
+    STRUCT(
+      metadata.user_agent.browser,
+      metadata.user_agent.os,
+      metadata.user_agent.version
+    ) AS `user_agent`,
+    STRUCT(metadata.isp.db_version, metadata.isp.name, metadata.isp.organization) AS `isp`
+  ) AS `metadata`,
   STRUCT(
     STRUCT(
       metrics.boolean.migration_addons_any_failures,
@@ -387,15 +628,65 @@
       metrics.datetime.raw_migration_telemetry_identifiers_fennec_profile_creation_date
     ) AS `datetime`,
     STRUCT(
-      metrics.labeled_counter.glean_error_invalid_label,
-      metrics.labeled_counter.glean_error_invalid_overflow,
-      metrics.labeled_counter.glean_error_invalid_state,
-      metrics.labeled_counter.glean_error_invalid_value,
-      metrics.labeled_counter.migration_bookmarks_migrated,
-      metrics.labeled_counter.migration_history_migrated,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_label.key, glean_error_invalid_label.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_label) AS `glean_error_invalid_label`
+      ) AS `glean_error_invalid_label`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_overflow.key, glean_error_invalid_overflow.value)
+        FROM
+          UNNEST(
+            metrics.labeled_counter.glean_error_invalid_overflow
+          ) AS `glean_error_invalid_overflow`
+      ) AS `glean_error_invalid_overflow`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_state.key, glean_error_invalid_state.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_state) AS `glean_error_invalid_state`
+      ) AS `glean_error_invalid_state`,
+      ARRAY(
+        SELECT
+          STRUCT(glean_error_invalid_value.key, glean_error_invalid_value.value)
+        FROM
+          UNNEST(metrics.labeled_counter.glean_error_invalid_value) AS `glean_error_invalid_value`
+      ) AS `glean_error_invalid_value`,
+      ARRAY(
+        SELECT
+          STRUCT(migration_bookmarks_migrated.key, migration_bookmarks_migrated.value)
+        FROM
+          UNNEST(
+            metrics.labeled_counter.migration_bookmarks_migrated
+          ) AS `migration_bookmarks_migrated`
+      ) AS `migration_bookmarks_migrated`,
+      ARRAY(
+        SELECT
+          STRUCT(m

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