Changes to active_users_aggregates query for Mobile

[lucia-vargas-a]

This PR implements DENG-2989 & DENG-2529 to update the query for active_users_aggregates:

• Use baseline_clients_last_seen tables for Mobile in order to retrieve growth metrics and combine with search for is_default_browser and uri_count.
• Change language_name which is currently not used in queries for locale which has been requested.

Checklist for reviewer:

• Commits should reference a bug or github issue, if relevant (if a bug is referenced, the pull request should include the bug number in the title).
• If the PR comes from a fork, trigger integration CI tests by running the Push to upstream workflow and provide the <username>:<branch> of the fork as parameter. The parameter will also show up
  in the logs of the manual-trigger-required-for-fork CI task together with more detailed instructions.
• If adding a new field to a query, ensure that the schema and dependent downstream schemas have been updated.
• When adding a new derived dataset, ensure that data is not available already (fully or partially) and recommend extending an existing dataset in favor of creating new ones. Data can be available in the bigquery-etl repository, looker-hub or in looker-spoke-default.

For modifications to schemas in restricted namespaces (see CODEOWNERS):

• Follow the change control procedure

┆Issue is synchronized with this Jira Task

[bochocki]

The code looks good. I just have a few comments to address before we can merge.

[dataops-ci-bot]

Integration report for "Merge branch 'main' into DENG-2989_update_active_users_aggregates"

sql.diff

Click to expand!

diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/dags/bqetl_analytics_aggregations.py /tmp/workspace/generated-sql/dags/bqetl_analytics_aggregations.py
--- /tmp/workspace/main-generated-sql/dags/bqetl_analytics_aggregations.py	2024-06-06 13:10:01.000000000 +0000
+++ /tmp/workspace/generated-sql/dags/bqetl_analytics_aggregations.py	2024-06-06 13:25:15.000000000 +0000
@@ -152,6 +152,18 @@
         )
     )
 
+    wait_for_fenix_derived__metrics_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_fenix_derived__metrics_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="fenix.fenix_derived__metrics_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
     wait_for_checks__fail_firefox_ios_derived__clients_activation__v1 = (
         ExternalTaskSensor(
             task_id="wait_for_checks__fail_firefox_ios_derived__clients_activation__v1",
@@ -178,10 +190,34 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
-    wait_for_fenix_derived__clients_last_seen_joined__v1 = ExternalTaskSensor(
-        task_id="wait_for_fenix_derived__clients_last_seen_joined__v1",
+    wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="firefox_ios.checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="firefox_ios.checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
         external_dag_id="bqetl_glean_usage",
-        external_task_id="fenix.fenix_derived__clients_last_seen_joined__v1",
+        external_task_id="firefox_ios.checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
         execution_delta=datetime.timedelta(seconds=8100),
         check_existence=True,
         mode="reschedule",
@@ -190,10 +226,10 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
-    wait_for_firefox_ios_derived__clients_last_seen_joined__v1 = ExternalTaskSensor(
-        task_id="wait_for_firefox_ios_derived__clients_last_seen_joined__v1",
+    wait_for_firefox_ios_derived__metrics_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_firefox_ios_derived__metrics_clients_last_seen__v1",
         external_dag_id="bqetl_glean_usage",
-        external_task_id="firefox_ios.firefox_ios_derived__clients_last_seen_joined__v1",
+        external_task_id="firefox_ios.firefox_ios_derived__metrics_clients_last_seen__v1",
         execution_delta=datetime.timedelta(seconds=8100),
         check_existence=True,
         mode="reschedule",
@@ -202,10 +238,46 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
-    wait_for_focus_android_derived__clients_last_seen_joined__v1 = ExternalTaskSensor(
-        task_id="wait_for_focus_android_derived__clients_last_seen_joined__v1",
+    wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
         external_dag_id="bqetl_glean_usage",
-        external_task_id="focus_android.focus_android_derived__clients_last_seen_joined__v1",
+        external_task_id="focus_android.checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="focus_android.checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="focus_android.checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_focus_android_derived__metrics_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_focus_android_derived__metrics_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="focus_android.focus_android_derived__metrics_clients_last_seen__v1",
         execution_delta=datetime.timedelta(seconds=8100),
         check_existence=True,
         mode="reschedule",
@@ -226,10 +298,22 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
-    wait_for_focus_ios_derived__clients_last_seen_joined__v1 = ExternalTaskSensor(
-        task_id="wait_for_focus_ios_derived__clients_last_seen_joined__v1",
+    wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="focus_ios.checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_focus_ios_derived__metrics_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_focus_ios_derived__metrics_clients_last_seen__v1",
         external_dag_id="bqetl_glean_usage",
-        external_task_id="focus_ios.focus_ios_derived__clients_last_seen_joined__v1",
+        external_task_id="focus_ios.focus_ios_derived__metrics_clients_last_seen__v1",
         execution_delta=datetime.timedelta(seconds=8100),
         check_existence=True,
         mode="reschedule",
@@ -238,10 +322,22 @@
         pool="DATA_ENG_EXTERNALTASKSENSOR",
     )
 
-    wait_for_klar_ios_derived__clients_last_seen_joined__v1 = ExternalTaskSensor(
-        task_id="wait_for_klar_ios_derived__clients_last_seen_joined__v1",
+    wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
         external_dag_id="bqetl_glean_usage",
-        external_task_id="klar_ios.klar_ios_derived__clients_last_seen_joined__v1",
+        external_task_id="klar_ios.checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
+        execution_delta=datetime.timedelta(seconds=8100),
+        check_existence=True,
+        mode="reschedule",
+        allowed_states=ALLOWED_STATES,
+        failed_states=FAILED_STATES,
+        pool="DATA_ENG_EXTERNALTASKSENSOR",
+    )
+
+    wait_for_klar_ios_derived__metrics_clients_last_seen__v1 = ExternalTaskSensor(
+        task_id="wait_for_klar_ios_derived__metrics_clients_last_seen__v1",
+        external_dag_id="bqetl_glean_usage",
+        external_task_id="klar_ios.klar_ios_derived__metrics_clients_last_seen__v1",
         execution_delta=datetime.timedelta(seconds=8100),
         check_existence=True,
         mode="reschedule",
@@ -320,7 +416,7 @@
 
     checks__fail_fenix_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__fail_fenix_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="fenix_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=True,
@@ -331,7 +427,7 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
@@ -351,7 +447,7 @@
 
     checks__fail_firefox_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__fail_firefox_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="firefox_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=True,
@@ -362,7 +458,7 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
@@ -382,7 +478,7 @@
 
     checks__fail_focus_android_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__fail_focus_android_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_android_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=True,
@@ -393,7 +489,7 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
@@ -413,7 +509,7 @@
 
     checks__fail_focus_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__fail_focus_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=True,
@@ -424,7 +520,7 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
@@ -444,7 +540,7 @@
 
     checks__fail_klar_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__fail_klar_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="klar_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=True,
@@ -455,7 +551,7 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
@@ -475,7 +571,7 @@
 
     checks__warn_fenix_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__warn_fenix_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="fenix_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=False,
@@ -486,14 +582,13 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
-    checks__warn_firefox_desktop_derived__active_users_aggregates__v3 = (
-        bigquery_dq_check(
+    checks__warn_firefox_desktop_derived__active_users_aggregates__v3 = bigquery_dq_check(
             task_id="checks__warn_firefox_desktop_derived__active_users_aggregates__v3",
-            source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
             dataset_id="firefox_desktop_derived",
             project_id="moz-fx-data-shared-prod",
             is_dq_check_fail=False,
@@ -504,14 +599,13 @@
                 "telemetry-alerts@mozilla.com",
             ],
             depends_on_past=False,
-            parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
             retries=0,
         )
-    )
 
     checks__warn_firefox_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__warn_firefox_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="firefox_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=False,
@@ -522,13 +616,13 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
     checks__warn_focus_android_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__warn_focus_android_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_android_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=False,
@@ -539,13 +633,13 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
     checks__warn_focus_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__warn_focus_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=False,
@@ -556,13 +650,13 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
     checks__warn_klar_ios_derived__active_users_aggregates__v3 = bigquery_dq_check(
         task_id="checks__warn_klar_ios_derived__active_users_aggregates__v3",
-        source_table="active_users_aggregates_v3",
+        source_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="klar_ios_derived",
         project_id="moz-fx-data-shared-prod",
         is_dq_check_fail=False,
@@ -573,13 +667,13 @@
             "telemetry-alerts@mozilla.com",
         ],
         depends_on_past=False,
-        parameters=["submission_date:DATE:{{ds}}"],
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
         retries=0,
     )
 
     fenix_active_users_aggregates = bigquery_etl_query(
         task_id="fenix_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="fenix_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -588,13 +682,14 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     firefox_desktop_active_users_aggregates = bigquery_etl_query(
         task_id="firefox_desktop_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="firefox_desktop_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -603,8 +698,9 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     with TaskGroup(
@@ -623,7 +719,7 @@
 
     firefox_ios_active_users_aggregates = bigquery_etl_query(
         task_id="firefox_ios_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="firefox_ios_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -632,13 +728,14 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     focus_android_active_users_aggregates = bigquery_etl_query(
         task_id="focus_android_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_android_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -647,13 +744,14 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     focus_ios_active_users_aggregates = bigquery_etl_query(
         task_id="focus_ios_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="focus_ios_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -662,13 +760,14 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     klar_ios_active_users_aggregates = bigquery_etl_query(
         task_id="klar_ios_active_users_aggregates",
-        destination_table="active_users_aggregates_v3",
+        destination_table='active_users_aggregates_v3${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="klar_ios_derived",
         project_id="moz-fx-data-shared-prod",
         owner="lvargas@mozilla.com",
@@ -677,8 +776,9 @@
             "lvargas@mozilla.com",
             "telemetry-alerts@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     telemetry_derived__cohort_daily_statistics__v1 = bigquery_etl_query(
@@ -814,15 +914,27 @@
     )
 
     fenix_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__clients_activation__v1
+        wait_for_checks__fail_org_mozilla_fenix_derived__baseline_clients_last_seen__v1
     )
 
     fenix_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__firefox_ios_clients__v1
+        wait_for_checks__fail_org_mozilla_fenix_nightly_derived__baseline_clients_last_seen__v1
+    )
+
+    fenix_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_fennec_aurora_derived__baseline_clients_last_seen__v1
+    )
+
+    fenix_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_firefox_beta_derived__baseline_clients_last_seen__v1
+    )
+
+    fenix_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_firefox_derived__baseline_clients_last_seen__v1
     )
 
     fenix_active_users_aggregates.set_upstream(
-        wait_for_fenix_derived__clients_last_seen_joined__v1
+        wait_for_fenix_derived__metrics_clients_last_seen__v1
     )
 
     firefox_desktop_active_users_aggregates.set_upstream(
@@ -830,59 +942,63 @@
     )
 
     firefox_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_fenix_derived__firefox_android_clients__v1
+        wait_for_checks__fail_firefox_ios_derived__clients_activation__v1
     )
 
     firefox_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__clients_activation__v1
+        wait_for_checks__fail_firefox_ios_derived__firefox_ios_clients__v1
     )
 
     firefox_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__firefox_ios_clients__v1
+        wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1
     )
 
     firefox_ios_active_users_aggregates.set_upstream(
-        wait_for_firefox_ios_derived__clients_last_seen_joined__v1
+        wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1
     )
 
-    focus_android_active_users_aggregates.set_upstream(
-        wait_for_focus_android_derived__clients_last_seen_joined__v1
+    firefox_ios_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1
+    )
+
+    firefox_ios_active_users_aggregates.set_upstream(
+        wait_for_firefox_ios_derived__metrics_clients_last_seen__v1
     )
 
     focus_android_active_users_aggregates.set_upstream(
-        wait_for_telemetry_derived__core_clients_last_seen__v1
+        wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1
     )
 
-    focus_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_fenix_derived__firefox_android_clients__v1
+    focus_android_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1
     )
 
-    focus_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__clients_activation__v1
+    focus_android_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1
     )
 
-    focus_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__firefox_ios_clients__v1
+    focus_android_active_users_aggregates.set_upstream(
+        wait_for_focus_android_derived__metrics_clients_last_seen__v1
     )
 
-    focus_ios_active_users_aggregates.set_upstream(
-        wait_for_focus_ios_derived__clients_last_seen_joined__v1
+    focus_android_active_users_aggregates.set_upstream(
+        wait_for_telemetry_derived__core_clients_last_seen__v1
     )
 
-    klar_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_fenix_derived__firefox_android_clients__v1
+    focus_ios_active_users_aggregates.set_upstream(
+        wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1
     )
 
-    klar_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__clients_activation__v1
+    focus_ios_active_users_aggregates.set_upstream(
+        wait_for_focus_ios_derived__metrics_clients_last_seen__v1
     )
 
     klar_ios_active_users_aggregates.set_upstream(
-        wait_for_checks__fail_firefox_ios_derived__firefox_ios_clients__v1
+        wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1
     )
 
     klar_ios_active_users_aggregates.set_upstream(
-        wait_for_klar_ios_derived__clients_last_seen_joined__v1
+        wait_for_klar_ios_derived__metrics_clients_last_seen__v1
     )
 
     telemetry_derived__cohort_daily_statistics__v1.set_upstream(
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/dags/bqetl_glean_usage.py /tmp/workspace/generated-sql/dags/bqetl_glean_usage.py
--- /tmp/workspace/main-generated-sql/dags/bqetl_glean_usage.py	2024-06-06 13:10:01.000000000 +0000
+++ /tmp/workspace/generated-sql/dags/bqetl_glean_usage.py	2024-06-06 13:25:20.000000000 +0000
@@ -769,6 +769,13 @@
         parent_group=task_group_focus_android,
     ) as checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_mobile_kpi_metrics__wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_mobile_kpi_metrics",
             external_task_id="wait_for_checks__fail_org_mozilla_focus_beta_derived__baseline_clients_last_seen__v1",
@@ -798,6 +805,13 @@
         parent_group=task_group_focus_android,
     ) as checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_mobile_kpi_metrics__wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_mobile_kpi_metrics",
             external_task_id="wait_for_checks__fail_org_mozilla_focus_derived__baseline_clients_last_seen__v1",
@@ -841,6 +855,13 @@
         parent_group=task_group_focus_android,
     ) as checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_mobile_kpi_metrics__wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_mobile_kpi_metrics",
             external_task_id="wait_for_checks__fail_org_mozilla_focus_nightly_derived__baseline_clients_last_seen__v1",
@@ -870,6 +891,13 @@
         parent_group=task_group_firefox_ios,
     ) as checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_firefox_ios__wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_firefox_ios",
             external_task_id="wait_for_checks__fail_org_mozilla_ios_fennec_derived__baseline_clients_last_seen__v1",
@@ -927,6 +955,13 @@
         parent_group=task_group_firefox_ios,
     ) as checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_firefox_ios__wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_firefox_ios",
             external_task_id="wait_for_checks__fail_org_mozilla_ios_firefox_derived__baseline_clients_last_seen__v1",
@@ -970,6 +1005,13 @@
         parent_group=task_group_firefox_ios,
     ) as checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_firefox_ios__wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_firefox_ios",
             external_task_id="wait_for_checks__fail_org_mozilla_ios_firefoxbeta_derived__baseline_clients_last_seen__v1",
@@ -1013,6 +1055,13 @@
         parent_group=task_group_focus_ios,
     ) as checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_mobile_kpi_metrics__wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_mobile_kpi_metrics",
             external_task_id="wait_for_checks__fail_org_mozilla_ios_focus_derived__baseline_clients_last_seen__v1",
@@ -1056,6 +1105,13 @@
         parent_group=task_group_klar_ios,
     ) as checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_mobile_kpi_metrics__wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
             external_dag_id="bqetl_mobile_kpi_metrics",
             external_task_id="wait_for_checks__fail_org_mozilla_ios_klar_derived__baseline_clients_last_seen__v1",
@@ -1630,13 +1686,6 @@
         parent_group=task_group_fenix,
     ) as fenix_derived__clients_last_seen_joined__v1_external:
         ExternalTaskMarker(
-            task_id="bqetl_analytics_aggregations__wait_for_fenix_derived__clients_last_seen_joined__v1",
-            external_dag_id="bqetl_analytics_aggregations",
-            external_task_id="wait_for_fenix_derived__clients_last_seen_joined__v1",
-            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
-        )
-
-        ExternalTaskMarker(
             task_id="bqetl_kpis_shredder__wait_for_fenix_derived__clients_last_seen_joined__v1",
             external_dag_id="bqetl_kpis_shredder",
             external_task_id="wait_for_fenix_derived__clients_last_seen_joined__v1",
@@ -1689,6 +1738,13 @@
         parent_group=task_group_fenix,
     ) as fenix_derived__metrics_clients_last_seen__v1_external:
         ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_fenix_derived__metrics_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_fenix_derived__metrics_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        ExternalTaskMarker(
             task_id="bqetl_data_observability_test_data_copy__wait_for_fenix_derived__metrics_clients_last_seen__v1",
             external_dag_id="bqetl_data_observability_test_data_copy",
             external_task_id="wait_for_fenix_derived__metrics_clients_last_seen__v1",
@@ -2104,13 +2160,6 @@
         parent_group=task_group_firefox_ios,
     ) as firefox_ios_derived__clients_last_seen_joined__v1_external:
         ExternalTaskMarker(
-            task_id="bqetl_analytics_aggregations__wait_for_firefox_ios_derived__clients_last_seen_joined__v1",
-            external_dag_id="bqetl_analytics_aggregations",
-            external_task_id="wait_for_firefox_ios_derived__clients_last_seen_joined__v1",
-            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
-        )
-
-        ExternalTaskMarker(
             task_id="bqetl_kpis_shredder__wait_for_firefox_ios_derived__clients_last_seen_joined__v1",
             external_dag_id="bqetl_kpis_shredder",
             external_task_id="wait_for_firefox_ios_derived__clients_last_seen_joined__v1",
@@ -2151,6 +2200,21 @@
         task_group=task_group_firefox_ios,
     )
 
+    with TaskGroup(
+        "firefox_ios_derived__metrics_clients_last_seen__v1_external",
+        parent_group=task_group_firefox_ios,
+    ) as firefox_ios_derived__metrics_clients_last_seen__v1_external:
+        ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_firefox_ios_derived__metrics_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_firefox_ios_derived__metrics_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        firefox_ios_derived__metrics_clients_last_seen__v1_external.set_upstream(
+            firefox_ios_derived__metrics_clients_last_seen__v1
+        )
+
     firefox_reality_derived__clients_last_seen_joined__v1 = bigquery_etl_query(
         task_id="firefox_reality_derived__clients_last_seen_joined__v1",
         destination_table="clients_last_seen_joined_v1",
@@ -2258,13 +2322,6 @@
         parent_group=task_group_focus_android,
     ) as focus_android_derived__clients_last_seen_joined__v1_external:
         ExternalTaskMarker(
-            task_id="bqetl_analytics_aggregations__wait_for_focus_android_derived__clients_last_seen_joined__v1",
-            external_dag_id="bqetl_analytics_aggregations",
-            external_task_id="wait_for_focus_android_derived__clients_last_seen_joined__v1",
-            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
-        )
-
-        ExternalTaskMarker(
             task_id="bqetl_unified__wait_for_focus_android_derived__clients_last_seen_joined__v1",
             external_dag_id="bqetl_unified",
             external_task_id="wait_for_focus_android_derived__clients_last_seen_joined__v1",
@@ -2299,6 +2356,21 @@
         task_group=task_group_focus_android,
     )
 
+    with TaskGroup(
+        "focus_android_derived__metrics_clients_last_seen__v1_external",
+        parent_group=task_group_focus_android,
+    ) as focus_android_derived__metrics_clients_last_seen__v1_external:
+        ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_focus_android_derived__metrics_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_focus_android_derived__metrics_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        focus_android_derived__metrics_clients_last_seen__v1_external.set_upstream(
+            focus_android_derived__metrics_clients_last_seen__v1
+        )
+
     focus_ios_derived__clients_last_seen_joined__v1 = bigquery_etl_query(
         task_id="focus_ios_derived__clients_last_seen_joined__v1",
         destination_table="clients_last_seen_joined_v1",
@@ -2316,13 +2388,6 @@
         parent_group=task_group_focus_ios,
     ) as focus_ios_derived__clients_last_seen_joined__v1_external:
         ExternalTaskMarker(
-            task_id="bqetl_analytics_aggregations__wait_for_focus_ios_derived__clients_last_seen_joined__v1",
-            external_dag_id="bqetl_analytics_aggregations",
-            external_task_id="wait_for_focus_ios_derived__clients_last_seen_joined__v1",
-            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
-        )
-
-        ExternalTaskMarker(
             task_id="bqetl_kpis_shredder__wait_for_focus_ios_derived__clients_last_seen_joined__v1",
             external_dag_id="bqetl_kpis_shredder",
             external_task_id="wait_for_focus_ios_derived__clients_last_seen_joined__v1",
@@ -2363,6 +2428,21 @@
         task_group=task_group_focus_ios,
     )
 
+    with TaskGroup(
+        "focus_ios_derived__metrics_clients_last_seen__v1_external",
+        parent_group=task_group_focus_ios,
+    ) as focus_ios_derived__metrics_clients_last_seen__v1_external:
+        ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_focus_ios_derived__metrics_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_focus_ios_derived__metrics_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        focus_ios_derived__metrics_clients_last_seen__v1_external.set_upstream(
+            focus_ios_derived__metrics_clients_last_seen__v1
+        )
+
     glean_dictionary_derived__events_stream__v1 = bigquery_etl_query(
         task_id="glean_dictionary_derived__events_stream__v1",
         destination_table="events_stream_v1",
@@ -2434,13 +2514,6 @@
         parent_group=task_group_klar_ios,
     ) as klar_ios_derived__clients_last_seen_joined__v1_external:
         ExternalTaskMarker(
-            task_id="bqetl_analytics_aggregations__wait_for_klar_ios_derived__clients_last_seen_joined__v1",
-            external_dag_id="bqetl_analytics_aggregations",
-            external_task_id="wait_for_klar_ios_derived__clients_last_seen_joined__v1",
-            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
-        )
-
-        ExternalTaskMarker(
             task_id="bqetl_kpis_shredder__wait_for_klar_ios_derived__clients_last_seen_joined__v1",
             external_dag_id="bqetl_kpis_shredder",
             external_task_id="wait_for_klar_ios_derived__clients_last_seen_joined__v1",
@@ -2481,6 +2554,21 @@
         task_group=task_group_klar_ios,
     )
 
+    with TaskGroup(
+        "klar_ios_derived__metrics_clients_last_seen__v1_external",
+        parent_group=task_group_klar_ios,
+    ) as klar_ios_derived__metrics_clients_last_seen__v1_external:
+        ExternalTaskMarker(
+            task_id="bqetl_analytics_aggregations__wait_for_klar_ios_derived__metrics_clients_last_seen__v1",
+            external_dag_id="bqetl_analytics_aggregations",
+            external_task_id="wait_for_klar_ios_derived__metrics_clients_last_seen__v1",
+            execution_date="{{ (execution_date - macros.timedelta(days=-1, seconds=78300)).isoformat() }}",
+        )
+
+        klar_ios_derived__metrics_clients_last_seen__v1_external.set_upstream(
+            klar_ios_derived__metrics_clients_last_seen__v1
+        )
+
     lockwise_android_derived__clients_last_seen_joined__v1 = bigquery_etl_query(
         task_id="lockwise_android_derived__clients_last_seen_joined__v1",
         destination_table="clients_last_seen_joined_v1",
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/dags/bqetl_search_dashboard.py /tmp/workspace/generated-sql/dags/bqetl_search_dashboard.py
--- /tmp/workspace/main-generated-sql/dags/bqetl_search_dashboard.py	2024-06-06 13:10:01.000000000 +0000
+++ /tmp/workspace/generated-sql/dags/bqetl_search_dashboard.py	2024-06-06 13:25:13.000000000 +0000
@@ -207,7 +207,7 @@
 
     search_derived__search_revenue_levers_daily__v1 = bigquery_etl_query(
         task_id="search_derived__search_revenue_levers_daily__v1",
-        destination_table="search_revenue_levers_daily_v1",
+        destination_table='search_revenue_levers_daily_v1${{ macros.ds_format(macros.ds_add(ds, -1), "%Y-%m-%d", "%Y%m%d") }}',
         dataset_id="search_derived",
         project_id="moz-fx-data-shared-prod",
         owner="xluo@mozilla.com",
@@ -217,8 +217,9 @@
             "telemetry-alerts@mozilla.com",
             "xluo@mozilla.com",
         ],
-        date_partition_parameter="submission_date",
+        date_partition_parameter=None,
         depends_on_past=False,
+        parameters=["submission_date:DATE:{{macros.ds_add(ds, -1)}}"],
     )
 
     search_derived__desktop_search_aggregates_by_userstate__v1.set_upstream(
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	2024-06-06 13:07:16.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/bedrock_derived/event_monitoring_live_v1/materialized_view.sql	2024-06-06 13:09:14.000000000 +0000
@@ -50,7 +50,7 @@
         client_info.app_display_version AS version,
         ping_info
       FROM
-        `moz-fx-data-shared-prod.bedrock_live.non_interaction_v1`
+        `moz-fx-data-shared-prod.bedrock_live.interaction_v1`
       UNION ALL
       SELECT
         submission_timestamp,
@@ -60,7 +60,7 @@
         client_info.app_display_version AS version,
         ping_info
       FROM
-        `moz-fx-data-shared-prod.bedrock_live.interaction_v1`
+        `moz-fx-data-shared-prod.bedrock_live.events_v1`
       UNION ALL
       SELECT
         submission_timestamp,
@@ -70,7 +70,7 @@
         client_info.app_display_version AS version,
         ping_info
       FROM
-        `moz-fx-data-shared-prod.bedrock_live.events_v1`
+        `moz-fx-data-shared-prod.bedrock_live.non_interaction_v1`
     )
   CROSS JOIN
     UNNEST(events) AS event,
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	2024-06-06 13:06:45.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates/schema.yaml	2024-06-06 13:18:58.000000000 +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	2024-06-06 13:06:45.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/contextual_services/event_aggregates_suggest/schema.yaml	2024-06-06 13:18:58.000000000 +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	2024-06-06 13:06:45.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_clients/schema.yaml	2024-06-06 13:18:11.000000000 +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	2024-06-06 13:06:45.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix/funnel_retention_week_4/schema.yaml	2024-06-06 13:18:11.000000000 +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_derived/active_users_aggregates_v3/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/metadata.yaml	2024-06-06 13:07:16.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/metadata.yaml	2024-06-06 13:22:23.000000000 +0000
@@ -27,6 +27,7 @@
 scheduling:
   dag_name: bqetl_analytics_aggregations
   task_name: fenix_active_users_aggregates
+  date_partition_offset: -1
 bigquery:
   time_partitioning:
     type: day
@@ -55,7 +56,5 @@
   - moz-fx-data-shared-prod.org_mozilla_firefox_live.baseline_v1
   query.sql:
   - fenix.firefox_android_clients
-  - firefox_ios.firefox_ios_clients
-  - moz-fx-data-shared-prod.fenix.clients_last_seen_joined
-  - moz-fx-data-shared-prod.search_derived.mobile_search_clients_daily_v1
-  - mozdata.static.csa_gblmkt_languages
+  - moz-fx-data-shared-prod.fenix.active_users
+  - moz-fx-data-shared-prod.fenix.metrics_clients_last_seen
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/query.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/query.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/query.sql	2024-06-06 13:07:16.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/query.sql	2024-06-06 13:21:31.000000000 +0000
@@ -6,23 +6,14 @@
     install_source
   FROM
     fenix.firefox_android_clients
-  UNION ALL
-  SELECT
-    client_id,
-    adjust_network,
-    CAST(NULL AS STRING) install_source
-  FROM
-    firefox_ios.firefox_ios_clients
 ),
 baseline AS (
   SELECT
     submission_date,
     normalized_channel,
     client_id,
-    days_since_seen,
-    days_seen_bits,
+    days_active_bits,
     days_created_profile_bits,
-    durations,
     normalized_os,
     normalized_os_version,
     locale,
@@ -32,81 +23,56 @@
     device_model,
     first_seen_date,
     submission_date = first_seen_date AS is_new_profile,
-    uri_count,
-    is_default_browser,
-    CAST(NULL AS string) AS distribution_id,
+    distribution_id,
     isp,
-    IF(isp = 'BrowserStack', CONCAT('Fenix', ' BrowserStack'), 'Fenix') AS app_name
+    app_name,
+    activity_segment AS segment,
+    is_daily_user,
+    is_weekly_user,
+    is_monthly_user,
+    is_dau,
+    is_wau,
+    is_mau
   FROM
-    `moz-fx-data-shared-prod.fenix.clients_last_seen_joined`
+    `moz-fx-data-shared-prod.fenix.active_users`
   WHERE
     submission_date = @submission_date
 ),
-search_clients AS (
+metrics AS (
+    -- Metrics ping may arrive in the same or next day as the baseline ping.
   SELECT
     client_id,
-    submission_date,
-    ad_click,
-    organic,
-    search_count,
-    search_with_ads
+    ARRAY_AGG(normalized_channel IGNORE NULLS ORDER BY submission_date ASC)[
+      SAFE_OFFSET(0)
+    ] AS normalized_channel,
+    ARRAY_AGG(uri_count IGNORE NULLS ORDER BY submission_date ASC)[SAFE_OFFSET(0)] AS uri_count,
+    ARRAY_AGG(is_default_browser IGNORE NULLS ORDER BY submission_date ASC)[
+      SAFE_OFFSET(0)
+    ] AS is_default_browser
   FROM
-    `moz-fx-data-shared-prod.search_derived.mobile_search_clients_daily_v1`
+    `moz-fx-data-shared-prod.fenix.metrics_clients_last_seen`
   WHERE
-    submission_date = @submission_date
-),
-search_metrics AS (
-  SELECT
-    baseline.client_id,
-    baseline.submission_date,
-    SUM(ad_click) AS ad_clicks,
-    SUM(organic) AS organic_search_count,
-    SUM(search_count) AS search_count,
-    SUM(search_with_ads) AS search_with_ads
-  FROM
-    baseline
-  LEFT JOIN
-    search_clients s
-    ON baseline.client_id = s.client_id
-    AND baseline.submission_date = s.submission_date
+    DATE(submission_date)
+    BETWEEN @submission_date
+    AND DATE_ADD(@submission_date, INTERVAL 1 DAY)
   GROUP BY
-    client_id,
-    submission_date
+    client_id
 ),
-baseline_with_searches AS (
+unioned AS (
   SELECT
     baseline.client_id,
-    CASE
-      WHEN BIT_COUNT(days_seen_bits)
-        BETWEEN 1
-        AND 6
-        THEN 'infrequent_user'
-      WHEN BIT_COUNT(days_seen_bits)
-        BETWEEN 7
-        AND 13
-        THEN 'casual_user'
-      WHEN BIT_COUNT(days_seen_bits)
-        BETWEEN 14
-        AND 20
-        THEN 'regular_user'
-      WHEN BIT_COUNT(days_seen_bits) >= 21
-        THEN 'core_user'
-      ELSE 'other'
-    END AS activity_segment,
+    baseline.segment,
     baseline.app_name,
     baseline.app_display_version AS app_version,
     baseline.normalized_channel,
-    IFNULL(country, '??') country,
+    IFNULL(baseline.country, '??') country,
     baseline.city,
-    baseline.days_seen_bits,
     baseline.days_created_profile_bits,
-    DATE_DIFF(baseline.submission_date, baseline.first_seen_date, DAY) AS days_since_first_seen,
     baseline.device_model,
     baseline.isp,
     baseline.is_new_profile,
     baseline.locale,
     baseline.first_seen_date,
-    baseline.days_since_seen,
     baseline.normalized_os,
     baseline.normalized_os_version,
     COALESCE(
@@ -121,10 +87,9 @@
       SAFE_CAST(NULLIF(SPLIT(baseline.normalized_os_version, ".")[SAFE_OFFSET(2)], "") AS INTEGER),
       0
     ) AS os_version_patch,
-    baseline.durations AS durations,
     baseline.submission_date,
-    baseline.uri_count,
-    baseline.is_default_browser,
+    metrics.uri_count,
+    metrics.is_default_browser,
     baseline.distribution_id,
     CAST(NULL AS string) AS attribution_content,
     CAST(NULL AS string) AS attribution_source,
@@ -132,32 +97,34 @@
     CAST(NULL AS string) AS attribution_campaign,
     CAST(NULL AS string) AS attribution_experiment,
     CAST(NULL AS string) AS attribution_variation,
-    search.ad_clicks,
-    search.organic_search_count,
-    search.search_count,
-    search.search_with_ads,
-    CAST(NULL AS FLOAT64) AS active_hours_sum
+    CAST(NULL AS FLOAT64) AS active_hours_sum,
+    is_daily_user,
+    is_weekly_user,
+    is_monthly_user,
+    is_dau,
+    is_wau,
+    is_mau
   FROM
     baseline
   LEFT JOIN
-    search_metrics search
-    ON search.client_id = baseline.client_id
-    AND search.submission_date = baseline.submission_date
+    metrics
+    ON baseline.client_id = metrics.client_id
+    AND baseline.normalized_channel IS NOT DISTINCT FROM metrics.normalized_channel
 ),
-baseline_with_searches_and_attribution AS (
+unioned_with_attribution AS (
   SELECT
-    baseline.*,
+    unioned.*,
     attribution_data.install_source,
     attribution_data.adjust_network
   FROM
-    baseline_with_searches baseline
+    unioned
   LEFT JOIN
     attribution_data
     USING (client_id)
 ),
 todays_metrics AS (
   SELECT
-    activity_segment AS segment,
+    segment,
     app_version,
     attribution_medium,
     attribution_source,
@@ -175,81 +142,42 @@
     normalized_os_version AS os_version,
     os_version_major,
     os_version_minor,
-    durations,
     submission_date,
-    days_since_seen,
     client_id,
-    first_seen_date,
-    ad_clicks,
-    organic_search_count,
-    search_count,
-    search_with_ads,
     uri_count,
     active_hours_sum,
     adjust_network,
-    install_source
+    install_source,
+    is_daily_user,
+    is_weekly_user,
+    is_monthly_user,
+    is_dau,
+    is_wau,
+    is_mau
   FROM
-    baseline_with_searches_and_attribution
-),
-todays_metrics_enriched AS (
-  SELECT
-    todays_metrics.* EXCEPT (locale),
-    CASE
-      WHEN locale IS NOT NULL
-        AND languages.language_name IS NULL
-        THEN 'Other'
-      ELSE languages.language_name
-    END AS language_name,
-  FROM
-    todays_metrics
-  LEFT JOIN
-    `mozdata.static.csa_gblmkt_languages` AS languages
-    ON todays_metrics.locale = languages.code
+    unioned_with_attribution
 )
 SELECT
-  todays_metrics_enriched.* EXCEPT (
+  todays_metrics.* EXCEPT (
     client_id,
-    days_since_seen,
-    ad_clicks,
-    organic_search_count,
-    search_count,
-    search_with_ads,
+    is_daily_user,
+    is_weekly_user,
+    is_monthly_user,
+    is_dau,
+    is_wau,
+    is_mau,
     uri_count,
-    active_hours_sum,
-    first_seen_date,
-    durations
+    active_hours_sum
   ),
-  COUNT(DISTINCT IF(days_since_seen = 0, client_id, NULL)) AS daily_users,
-  COUNT(DISTINCT IF(days_since_seen < 7, client_id, NULL)) AS weekly_users,
-  COUNT(DISTINCT client_id) AS monthly_users,
-  COUNT(DISTINCT IF(days_since_seen = 0 AND durations > 0, client_id, NULL)) AS dau,
-  COUNT(DISTINCT IF(submission_date = first_seen_date, client_id, NULL)) AS new_profiles,
-  SUM(ad_clicks) AS ad_clicks,
-  SUM(organic_search_count) AS organic_search_count,
-  SUM(search_count) AS search_count,
-  SUM(search_with_ads) AS search_with_ads,
+  COUNTIF(is_daily_user) AS daily_users,
+  COUNTIF(is_weekly_user) AS weekly_users,
+  COUNTIF(is_monthly_user) AS monthly_users,
+  COUNTIF(is_dau) AS dau,
+  COUNTIF(is_wau) AS wau,
+  COUNTIF(is_mau) AS mau,
   SUM(uri_count) AS uri_count,
   SUM(active_hours_sum) AS active_hours,
 FROM
-  todays_metrics_enriched
+  todays_metrics
 GROUP BY
-  app_version,
-  attribution_medium,
-  attribution_source,
-  attributed,
-  city,
-  country,
-  distribution_id,
-  first_seen_year,
-  is_default_browser,
-  language_name,
-  app_name,
-  channel,
-  os,
-  os_version,
-  os_version_major,
-  os_version_minor,
-  submission_date,
-  segment,
-  adjust_network,
-  install_source
+  ALL
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/schema.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/schema.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/schema.yaml	2024-06-06 13:07:16.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/fenix_derived/active_users_aggregates_v3/schema.yaml	2024-06-06 13:21:31.000000000 +0000
@@ -29,6 +29,9 @@
 - name: is_default_browser
   type: BOOLEAN
   mode: NULLABLE
+- name: locale
+  type: STRING
+  mode: NULLABLE
 - name: app_name
   type: STRING
   mode: NULLABLE
@@ -56,9 +59,6 @@
 - name: install_source
   type: STRING
   mode: NULLABLE
-- name: language_name
-  type: STRING
-  mode: NULLABLE
 - name: daily_users
   type: INTEGER
   mode: NULLABLE
@@ -71,19 +71,10 @@
 - name: dau
   type: INTEGER
   mode: NULLABLE
-- name: new_profiles
-  type: INTEGER
-  mode: NULLABLE
-- name: ad_clicks
-  type: INTEGER
-  mode: NULLABLE
-- name: organic_search_count
-  type: INTEGER
-  mode: NULLABLE
-- name: search_count
+- name: wau
   type: INTEGER
   mode: NULLABLE
-- name: search_with_ads
+- name: mau
   type: INTEGER
   mode: NULLABLE
 - name: uri_count
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v3/metadata.yaml /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v3/metadata.yaml
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v3/metadata.yaml	2024-06-06 13:07:15.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/active_users_aggregates_v3/metadata.yaml	2024-06-06 13:22:22.000000000 +0000
@@ -27,6 +27,7 @@
 scheduling:
   dag_name: bqetl_analytics_aggregations
   task_name: firefox_desktop_active_users_aggregates
+  date_partition_offset: -1
 bigquery:
   time_partitioning:
     type: day
diff -bur --no-dereference --new-file /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/event_monitoring_live_v1/materialized_view.sql /tmp/workspace/generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/event_monitoring_live_v1/materialized_view.sql
--- /tmp/workspace/main-generated-sql/sql/moz-fx-data-shared-prod/firefox_desktop_derived/event_monitoring_live_v1/materialized_view.sql	2024-06-06 13:07:15.000000000 +0000
+++ /tmp/workspace/generated-sql/sql/moz-fx-da

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